diff --git "a/fold_3/logs.models.fold_3.ENCSR679EFH/logfile.modelling.fold_3.ENCSR679EFH.stdout.txt" "b/fold_3/logs.models.fold_3.ENCSR679EFH/logfile.modelling.fold_3.ENCSR679EFH.stdout.txt" new file mode 100644--- /dev/null +++ "b/fold_3/logs.models.fold_3.ENCSR679EFH/logfile.modelling.fold_3.ENCSR679EFH.stdout.txt" @@ -0,0 +1,456 @@ +DNase-seq +DNASE_SE +/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_3.json +Wed Jan 18 20:17:20 2023 ++-----------------------------------------------------------------------------+ +| NVIDIA-SMI 525.60.13 Driver Version: 525.60.13 CUDA Version: 12.0 | +|-------------------------------+----------------------+----------------------+ +| GPU Name Persistence-M| Bus-Id Disp.A | Volatile Uncorr. ECC | +| Fan Temp Perf Pwr:Usage/Cap| Memory-Usage | GPU-Util Compute M. | +| | | MIG M. | +|===============================+======================+======================| +| 0 NVIDIA A100-SXM... On | 00000000:0A:00.0 Off | 0 | +| N/A 28C P0 56W / 350W | 0MiB / 40960MiB | 0% E. Process | +| | | Disabled | ++-------------------------------+----------------------+----------------------+ + ++-----------------------------------------------------------------------------+ +| Processes: | +| GPU GI CI PID Type Process name GPU Memory | +| ID ID Usage | +|=============================================================================| +| No running processes found | ++-----------------------------------------------------------------------------+ +No logfile supplied - creating one +2023-01-18_20-17-29: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/helpers/hyperparameters/find_chrombpnet_hyperparams.py \ + --genome=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ + --bigwig=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR679EFH//preprocessing/bigWigs/ENCSR679EFH.bigWig \ + --peaks=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR679EFH//preprocessing/downloads/peaks.bed.gz \ + --nonpeaks=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR679EFH//negatives_data/negatives_with_summit.bed \ + --outlier_threshold=0.99 \ + --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_3.json \ + --negative_sampling_ratio=0.1 \ + --inputlen=2114 \ + --outputlen=1000 \ + --max_jitter=500 \ + --filters=512 \ + --n_dilation_layers=8 \ + --bias_model_path=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/ENCSR283TME/fold_3/bias.h5 \ + --output_dir=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR679EFH//chrombppnet_model_encsr283tme_bias_fold_3/ +evaluating hyperparameters on the following chromosomes ['chr1', 'chr2', 'chr3', 'chr4', 'chr7', 'chr8', 'chr9', 'chr11', 'chr12', 'chr13', 'chr15', 'chr16', 'chr17', 'chr19', 'chrX', 'chrY', 'chr6', 'chr21'] +Number of peaks input: 156982 +Number of peaks filtered because the input/output is on the edge: 0 +Number of peaks being used: 156982 +Number of peaks input: 43018 +Number of peaks filtered because the input/output is on the edge: 0 +Number of peaks being used: 43018 +Number of non peaks input: 161485 +Number of non peaks filtered because the input/output is on the edge: 0 +Number of non peaks being used: 161485 +Number of non peaks input: 38514 +Number of non peaks filtered because the input/output is on the edge: 0 +Number of non peaks being used: 38514 +Number of peaks after removing outliers: 155253 +Number of nonpeaks after removing outliers: 139294 +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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4308/4353 [============================>.] - ETA: 0s 4316/4353 [============================>.] - ETA: 0s 4325/4353 [============================>.] - ETA: 0s 4334/4353 [============================>.] - ETA: 0s 4343/4353 [============================>.] - ETA: 0s 4352/4353 [============================>.] - ETA: 0s 4353/4353 [==============================] - ETA: 0s 4353/4353 [==============================] - 41s 6ms/step +2023-01-18_20-29-58: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/train.py \ + --genome=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ + --bigwig=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR679EFH//preprocessing/bigWigs/ENCSR679EFH.bigWig \ + --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR679EFH//chrombppnet_model_encsr283tme_bias_fold_3//filtered.peaks.bed \ + --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR679EFH//chrombppnet_model_encsr283tme_bias_fold_3//filtered.nonpeaks.bed \ + --params=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR679EFH//chrombppnet_model_encsr283tme_bias_fold_3//chrombpnet_model_params.tsv \ + --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR679EFH//chrombppnet_model_encsr283tme_bias_fold_3//chrombpnet \ + --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_3.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': '1.8', 'filters': '512', 'n_dil_layers': '8', 'bias_model_path': '/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR679EFH//chrombppnet_model_encsr283tme_bias_fold_3/bias_model_scaled.h5', 'inputlen': '2114', 'outputlen': '1000', 'max_jitter': '500', 'chr_fold_path': '/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_3.json', 'negative_sampling_ratio': '0.1'} +got the model +loading peaks... +got split:train for bed regions:(142411, 10) +loading nonpeaks... +got split:train for bed regions:(127285, 10) +loading peaks... +got split:valid for bed regions:(12842, 10) +loading nonpeaks... +got split:valid for bed regions:(12009, 10) +Epoch 1/50 + 1/2448 [..............................] - ETA: 6:01:13 - loss: 181.2372 - logits_profile_predictions_loss: 175.9532 - logcount_predictions_loss: 2.9356 2/2448 [..............................] - ETA: 6:16 - loss: 201.9151 - logits_profile_predictions_loss: 189.0408 - logcount_predictions_loss: 7.1524  3/2448 [..............................] - ETA: 6:14 - loss: 204.8723 - logits_profile_predictions_loss: 191.1596 - logcount_predictions_loss: 7.6181 4/2448 [..............................] - ETA: 6:13 - loss: 206.7681 - logits_profile_predictions_loss: 193.2040 - logcount_predictions_loss: 7.5356 5/2448 [..............................] - ETA: 6:12 - loss: 211.5966 - logits_profile_predictions_loss: 198.2935 - logcount_predictions_loss: 7.3906 6/2448 [..............................] - ETA: 6:12 - loss: 214.9859 - logits_profile_predictions_loss: 202.0112 - logcount_predictions_loss: 7.2082 7/2448 [..............................] - ETA: 6:11 - loss: 217.0737 - logits_profile_predictions_loss: 204.4518 - logcount_predictions_loss: 7.0121 8/2448 [..............................] - ETA: 6:11 - loss: 217.5220 - logits_profile_predictions_loss: 205.2587 - logcount_predictions_loss: 6.8129 9/2448 [..............................] - ETA: 6:11 - loss: 219.0432 - logits_profile_predictions_loss: 207.0761 - logcount_predictions_loss: 6.6484 10/2448 [..............................] - ETA: 6:11 - loss: 220.5473 - logits_profile_predictions_loss: 208.8393 - logcount_predictions_loss: 6.5044 11/2448 [..............................] - ETA: 6:10 - loss: 221.6358 - logits_profile_predictions_loss: 210.1659 - logcount_predictions_loss: 6.3722 12/2448 [..............................] - ETA: 6:10 - loss: 222.3015 - logits_profile_predictions_loss: 211.0556 - logcount_predictions_loss: 6.2477 13/2448 [..............................] - ETA: 6:10 - loss: 222.4849 - logits_profile_predictions_loss: 211.4511 - logcount_predictions_loss: 6.1299 14/2448 [..............................] - ETA: 6:09 - loss: 222.4956 - logits_profile_predictions_loss: 211.6619 - logcount_predictions_loss: 6.0187 15/2448 [..............................] - ETA: 6:09 - loss: 222.4254 - logits_profile_predictions_loss: 211.7772 - logcount_predictions_loss: 5.9156 16/2448 [..............................] - ETA: 6:09 - loss: 222.3412 - logits_profile_predictions_loss: 211.8618 - logcount_predictions_loss: 5.8219 17/2448 [..............................] - ETA: 6:09 - loss: 222.2662 - logits_profile_predictions_loss: 211.9402 - logcount_predictions_loss: 5.7367 18/2448 [..............................] - ETA: 6:10 - loss: 221.9357 - logits_profile_predictions_loss: 211.7579 - logcount_predictions_loss: 5.6543 19/2448 [..............................] - ETA: 6:11 - loss: 221.8749 - logits_profile_predictions_loss: 211.8266 - logcount_predictions_loss: 5.5824 20/2448 [..............................] - ETA: 6:12 - loss: 221.7155 - logits_profile_predictions_loss: 211.7909 - logcount_predictions_loss: 5.5136 21/2448 [..............................] - ETA: 6:12 - loss: 221.6097 - logits_profile_predictions_loss: 211.7981 - logcount_predictions_loss: 5.4509 22/2448 [..............................] - ETA: 6:11 - loss: 221.4349 - logits_profile_predictions_loss: 211.7317 - logcount_predictions_loss: 5.3907 23/2448 [..............................] - ETA: 6:11 - loss: 221.2159 - logits_profile_predictions_loss: 211.6157 - logcount_predictions_loss: 5.3334 24/2448 [..............................] - ETA: 6:11 - loss: 220.9788 - logits_profile_predictions_loss: 211.4762 - logcount_predictions_loss: 5.2792 25/2448 [..............................] - ETA: 6:10 - loss: 220.7658 - logits_profile_predictions_loss: 211.3542 - logcount_predictions_loss: 5.2287 26/2448 [..............................] - ETA: 6:10 - loss: 220.5376 - logits_profile_predictions_loss: 211.2123 - logcount_predictions_loss: 5.1807 27/2448 [..............................] - ETA: 6:10 - loss: 220.3061 - logits_profile_predictions_loss: 211.0628 - logcount_predictions_loss: 5.1352 28/2448 [..............................] - ETA: 6:10 - loss: 220.0877 - logits_profile_predictions_loss: 210.9215 - logcount_predictions_loss: 5.0923 29/2448 [..............................] - ETA: 6:09 - loss: 219.8640 - logits_profile_predictions_loss: 210.7719 - logcount_predictions_loss: 5.0512 30/2448 [..............................] - ETA: 6:09 - loss: 219.6198 - logits_profile_predictions_loss: 210.5987 - logcount_predictions_loss: 5.0118 31/2448 [..............................] - ETA: 6:09 - loss: 219.3752 - logits_profile_predictions_loss: 210.4216 - logcount_predictions_loss: 4.9742 32/2448 [..............................] - ETA: 6:08 - loss: 219.1323 - logits_profile_predictions_loss: 210.2435 - logcount_predictions_loss: 4.9382 33/2448 [..............................] - ETA: 6:08 - loss: 218.8738 - logits_profile_predictions_loss: 210.0482 - logcount_predictions_loss: 4.9031 34/2448 [..............................] - ETA: 6:08 - loss: 218.5971 - logits_profile_predictions_loss: 209.8326 - logcount_predictions_loss: 4.8691 35/2448 [..............................] - ETA: 6:08 - loss: 218.3428 - logits_profile_predictions_loss: 209.6361 - logcount_predictions_loss: 4.8371 36/2448 [..............................] - ETA: 6:07 - loss: 218.1397 - logits_profile_predictions_loss: 209.4868 - logcount_predictions_loss: 4.8072 37/2448 [..............................] - ETA: 6:07 - loss: 217.9546 - logits_profile_predictions_loss: 209.3529 - logcount_predictions_loss: 4.7787 38/2448 [..............................] - ETA: 6:07 - loss: 217.8319 - logits_profile_predictions_loss: 209.2773 - logcount_predictions_loss: 4.7525 39/2448 [..............................] - ETA: 6:07 - loss: 217.7335 - logits_profile_predictions_loss: 209.2236 - logcount_predictions_loss: 4.7277 40/2448 [..............................] - ETA: 6:07 - loss: 217.6391 - logits_profile_predictions_loss: 209.1723 - logcount_predictions_loss: 4.7038 41/2448 [..............................] - ETA: 6:06 - loss: 217.5738 - logits_profile_predictions_loss: 209.1475 - logcount_predictions_loss: 4.6813 42/2448 [..............................] - ETA: 6:06 - loss: 217.4916 - logits_profile_predictions_loss: 209.1047 - logcount_predictions_loss: 4.6594 43/2448 [..............................] - ETA: 6:06 - loss: 217.4201 - logits_profile_predictions_loss: 209.0706 - logcount_predictions_loss: 4.6386 44/2448 [..............................] - ETA: 6:06 - loss: 217.3440 - logits_profile_predictions_loss: 209.0309 - logcount_predictions_loss: 4.6184 45/2448 [..............................] - ETA: 6:06 - loss: 217.2687 - logits_profile_predictions_loss: 208.9908 - logcount_predictions_loss: 4.5988 46/2448 [..............................] - ETA: 6:05 - loss: 217.2091 - logits_profile_predictions_loss: 208.9648 - logcount_predictions_loss: 4.5802 47/2448 [..............................] - ETA: 6:05 - loss: 217.1656 - logits_profile_predictions_loss: 208.9529 - logcount_predictions_loss: 4.5626 48/2448 [..............................] - ETA: 6:05 - loss: 217.1129 - logits_profile_predictions_loss: 208.9312 - logcount_predictions_loss: 4.5454 49/2448 [..............................] - ETA: 6:05 - loss: 217.0422 - logits_profile_predictions_loss: 208.8910 - logcount_predictions_loss: 4.5284 50/2448 [..............................] - ETA: 6:05 - loss: 217.0072 - logits_profile_predictions_loss: 208.8846 - logcount_predictions_loss: 4.5126 51/2448 [..............................] - ETA: 6:05 - loss: 216.9644 - logits_profile_predictions_loss: 208.8698 - logcount_predictions_loss: 4.4970 52/2448 [..............................] - ETA: 6:04 - loss: 216.9075 - logits_profile_predictions_loss: 208.8403 - logcount_predictions_loss: 4.4818 53/2448 [..............................] - ETA: 6:04 - loss: 216.8535 - logits_profile_predictions_loss: 208.8129 - logcount_predictions_loss: 4.4670 54/2448 [..............................] - ETA: 6:04 - loss: 216.7881 - logits_profile_predictions_loss: 208.7735 - logcount_predictions_loss: 4.4526 55/2448 [..............................] - ETA: 6:04 - loss: 216.7222 - logits_profile_predictions_loss: 208.7329 - logcount_predictions_loss: 4.4385 56/2448 [..............................] - ETA: 6:04 - loss: 216.6562 - logits_profile_predictions_loss: 208.6914 - logcount_predictions_loss: 4.4249 57/2448 [..............................] - ETA: 6:03 - loss: 216.5700 - logits_profile_predictions_loss: 208.6297 - logcount_predictions_loss: 4.4113 58/2448 [..............................] - ETA: 6:03 - loss: 216.4796 - logits_profile_predictions_loss: 208.5633 - logcount_predictions_loss: 4.3980 59/2448 [..............................] - ETA: 6:03 - loss: 216.3770 - logits_profile_predictions_loss: 208.4845 - logcount_predictions_loss: 4.3847 60/2448 [..............................] - ETA: 6:03 - loss: 216.2826 - logits_profile_predictions_loss: 208.4130 - logcount_predictions_loss: 4.3720 61/2448 [..............................] - ETA: 6:03 - loss: 216.1903 - logits_profile_predictions_loss: 208.3430 - logcount_predictions_loss: 4.3596 62/2448 [..............................] - ETA: 6:03 - loss: 216.0975 - logits_profile_predictions_loss: 208.2720 - logcount_predictions_loss: 4.3475 63/2448 [..............................] - ETA: 6:02 - loss: 216.0081 - logits_profile_predictions_loss: 208.2037 - logcount_predictions_loss: 4.3357 64/2448 [..............................] - ETA: 6:02 - loss: 215.9153 - logits_profile_predictions_loss: 208.1318 - logcount_predictions_loss: 4.3242 65/2448 [..............................] - ETA: 6:02 - loss: 215.8186 - logits_profile_predictions_loss: 208.0556 - logcount_predictions_loss: 4.3128 66/2448 [..............................] - ETA: 6:02 - loss: 215.7442 - logits_profile_predictions_loss: 208.0004 - logcount_predictions_loss: 4.3021 67/2448 [..............................] - ETA: 6:02 - loss: 215.6766 - logits_profile_predictions_loss: 207.9515 - logcount_predictions_loss: 4.2917 68/2448 [..............................] - ETA: 6:01 - loss: 215.6091 - logits_profile_predictions_loss: 207.9023 - logcount_predictions_loss: 4.2815 69/2448 [..............................] - ETA: 6:01 - loss: 215.5310 - logits_profile_predictions_loss: 207.8424 - logcount_predictions_loss: 4.2714 70/2448 [..............................] - ETA: 6:01 - loss: 215.4474 - logits_profile_predictions_loss: 207.7768 - logcount_predictions_loss: 4.2615 71/2448 [..............................] - ETA: 6:01 - loss: 215.3581 - logits_profile_predictions_loss: 207.7053 - logcount_predictions_loss: 4.2516 72/2448 [..............................] - ETA: 6:01 - loss: 215.2725 - logits_profile_predictions_loss: 207.6369 - logcount_predictions_loss: 4.2420 73/2448 [..............................] - ETA: 6:01 - loss: 215.1995 - logits_profile_predictions_loss: 207.5804 - logcount_predictions_loss: 4.2328 74/2448 [..............................] - ETA: 6:00 - loss: 215.1260 - logits_profile_predictions_loss: 207.5230 - logcount_predictions_loss: 4.2239 75/2448 [..............................] - ETA: 6:00 - loss: 215.0414 - logits_profile_predictions_loss: 207.4545 - logcount_predictions_loss: 4.2149 76/2448 [..............................] - ETA: 6:00 - loss: 214.9591 - logits_profile_predictions_loss: 207.3880 - logcount_predictions_loss: 4.2062 77/2448 [..............................] - ETA: 6:00 - loss: 214.8847 - logits_profile_predictions_loss: 207.3288 - logcount_predictions_loss: 4.1977 78/2448 [..............................] - ETA: 6:00 - loss: 214.8081 - logits_profile_predictions_loss: 207.2671 - logcount_predictions_loss: 4.1894 79/2448 [..............................] - ETA: 6:00 - loss: 214.7395 - logits_profile_predictions_loss: 207.2129 - logcount_predictions_loss: 4.1815 80/2448 [..............................] - ETA: 5:59 - loss: 214.6778 - logits_profile_predictions_loss: 207.1649 - logcount_predictions_loss: 4.1738 81/2448 [..............................] - ETA: 5:59 - loss: 214.6148 - logits_profile_predictions_loss: 207.1156 - logcount_predictions_loss: 4.1662 82/2448 [>.............................] - ETA: 5:59 - loss: 214.5507 - logits_profile_predictions_loss: 207.0649 - logcount_predictions_loss: 4.1588 83/2448 [>.............................] - ETA: 5:59 - loss: 214.4818 - logits_profile_predictions_loss: 207.0092 - logcount_predictions_loss: 4.1515 84/2448 [>.............................] - ETA: 5:59 - loss: 214.4153 - logits_profile_predictions_loss: 206.9556 - logcount_predictions_loss: 4.1443 85/2448 [>.............................] - ETA: 5:59 - loss: 214.3571 - logits_profile_predictions_loss: 206.9099 - logcount_predictions_loss: 4.1373 86/2448 [>.............................] - ETA: 5:58 - loss: 214.3000 - logits_profile_predictions_loss: 206.8651 - logcount_predictions_loss: 4.1305 87/2448 [>.............................] - ETA: 5:58 - loss: 214.2420 - logits_profile_predictions_loss: 206.8191 - logcount_predictions_loss: 4.1238 88/2448 [>.............................] - ETA: 5:58 - loss: 214.1813 - logits_profile_predictions_loss: 206.7704 - logcount_predictions_loss: 4.1172 89/2448 [>.............................] - ETA: 5:58 - 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[====>.........................] - ETA: 5:03 - loss: 206.1635 - logits_profile_predictions_loss: 199.8591 - logcount_predictions_loss: 3.5024 461/2448 [====>.........................] - ETA: 5:03 - loss: 206.1501 - logits_profile_predictions_loss: 199.8478 - logcount_predictions_loss: 3.5012 462/2448 [====>.........................] - ETA: 5:03 - loss: 206.1369 - logits_profile_predictions_loss: 199.8366 - logcount_predictions_loss: 3.5001 463/2448 [====>.........................] - ETA: 5:03 - loss: 206.1239 - logits_profile_predictions_loss: 199.8256 - logcount_predictions_loss: 3.4990 464/2448 [====>.........................] - ETA: 5:03 - loss: 206.1107 - logits_profile_predictions_loss: 199.8144 - logcount_predictions_loss: 3.4979 465/2448 [====>.........................] - ETA: 5:03 - loss: 206.0976 - logits_profile_predictions_loss: 199.8034 - logcount_predictions_loss: 3.4967 466/2448 [====>.........................] - ETA: 5:02 - loss: 206.0845 - 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[====>.........................] - ETA: 5:01 - loss: 205.9935 - logits_profile_predictions_loss: 199.7157 - logcount_predictions_loss: 3.4877 474/2448 [====>.........................] - ETA: 5:01 - loss: 205.9807 - logits_profile_predictions_loss: 199.7049 - logcount_predictions_loss: 3.4865 475/2448 [====>.........................] - ETA: 5:01 - loss: 205.9676 - logits_profile_predictions_loss: 199.6939 - logcount_predictions_loss: 3.4854 476/2448 [====>.........................] - ETA: 5:01 - loss: 205.9545 - logits_profile_predictions_loss: 199.6828 - logcount_predictions_loss: 3.4842 477/2448 [====>.........................] - ETA: 5:01 - loss: 205.9413 - logits_profile_predictions_loss: 199.6717 - logcount_predictions_loss: 3.4831 478/2448 [====>.........................] - ETA: 5:01 - loss: 205.9281 - logits_profile_predictions_loss: 199.6605 - logcount_predictions_loss: 3.4819 479/2448 [====>.........................] - ETA: 5:00 - loss: 205.9147 - 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203.1544 - val_logits_profile_predictions_loss: 201.6121 - val_logcount_predictions_loss: 0.8569 + +Epoch 00001: val_loss improved from inf to 203.15437, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR679EFH//chrombppnet_model_encsr283tme_bias_fold_3/chrombpnet.h5 +Epoch 2/50 + 1/2448 [..............................] - ETA: 7:38 - loss: 117.9036 - logits_profile_predictions_loss: 115.9229 - logcount_predictions_loss: 1.1004 2/2448 [..............................] - ETA: 6:18 - loss: 134.6688 - logits_profile_predictions_loss: 132.8356 - logcount_predictions_loss: 1.0185 3/2448 [..............................] - ETA: 6:16 - loss: 139.5897 - logits_profile_predictions_loss: 137.8079 - logcount_predictions_loss: 0.9899 4/2448 [..............................] - ETA: 6:15 - loss: 146.3974 - logits_profile_predictions_loss: 144.6432 - logcount_predictions_loss: 0.9746 5/2448 [..............................] - ETA: 6:14 - loss: 149.2418 - logits_profile_predictions_loss: 147.5160 - logcount_predictions_loss: 0.9588 6/2448 [..............................] - ETA: 6:14 - loss: 152.9650 - logits_profile_predictions_loss: 151.2634 - logcount_predictions_loss: 0.9453 7/2448 [..............................] - ETA: 6:13 - loss: 154.8473 - logits_profile_predictions_loss: 153.1754 - logcount_predictions_loss: 0.9288 8/2448 [..............................] - ETA: 6:14 - loss: 156.9290 - logits_profile_predictions_loss: 155.2783 - logcount_predictions_loss: 0.9170 9/2448 [..............................] - ETA: 6:13 - loss: 159.2793 - logits_profile_predictions_loss: 157.6419 - logcount_predictions_loss: 0.9097 10/2448 [..............................] - ETA: 6:13 - loss: 161.3158 - logits_profile_predictions_loss: 159.6960 - logcount_predictions_loss: 0.8999 11/2448 [..............................] - ETA: 6:13 - loss: 162.8241 - logits_profile_predictions_loss: 161.2179 - logcount_predictions_loss: 0.8924 12/2448 [..............................] - ETA: 6:13 - loss: 163.8644 - logits_profile_predictions_loss: 162.2709 - logcount_predictions_loss: 0.8853 13/2448 [..............................] - ETA: 6:12 - loss: 164.8171 - logits_profile_predictions_loss: 163.2329 - logcount_predictions_loss: 0.8801 14/2448 [..............................] - ETA: 6:12 - loss: 165.4875 - logits_profile_predictions_loss: 163.9126 - logcount_predictions_loss: 0.8749 15/2448 [..............................] - ETA: 6:12 - loss: 166.0081 - logits_profile_predictions_loss: 164.4399 - logcount_predictions_loss: 0.8712 16/2448 [..............................] - ETA: 6:12 - loss: 166.4457 - logits_profile_predictions_loss: 164.8835 - logcount_predictions_loss: 0.8679 17/2448 [..............................] - ETA: 6:12 - loss: 166.8346 - logits_profile_predictions_loss: 165.2784 - logcount_predictions_loss: 0.8646 18/2448 [..............................] - ETA: 6:12 - loss: 167.2421 - logits_profile_predictions_loss: 165.6911 - logcount_predictions_loss: 0.8617 19/2448 [..............................] - ETA: 6:12 - loss: 167.6830 - logits_profile_predictions_loss: 166.1355 - logcount_predictions_loss: 0.8597 20/2448 [..............................] - ETA: 6:11 - loss: 167.9270 - logits_profile_predictions_loss: 166.3839 - logcount_predictions_loss: 0.8573 21/2448 [..............................] - ETA: 6:11 - loss: 168.1381 - logits_profile_predictions_loss: 166.5988 - logcount_predictions_loss: 0.8552 22/2448 [..............................] - ETA: 6:11 - loss: 168.3232 - logits_profile_predictions_loss: 166.7875 - logcount_predictions_loss: 0.8531 23/2448 [..............................] - ETA: 6:11 - loss: 168.4044 - logits_profile_predictions_loss: 166.8723 - logcount_predictions_loss: 0.8511 24/2448 [..............................] - ETA: 6:11 - loss: 168.4559 - logits_profile_predictions_loss: 166.9274 - logcount_predictions_loss: 0.8492 25/2448 [..............................] - ETA: 6:10 - loss: 168.5073 - logits_profile_predictions_loss: 166.9821 - logcount_predictions_loss: 0.8473 26/2448 [..............................] - ETA: 6:10 - loss: 168.5468 - logits_profile_predictions_loss: 167.0246 - logcount_predictions_loss: 0.8457 27/2448 [..............................] - ETA: 6:10 - loss: 168.5128 - logits_profile_predictions_loss: 166.9934 - logcount_predictions_loss: 0.8441 28/2448 [..............................] - ETA: 6:10 - loss: 168.4954 - logits_profile_predictions_loss: 166.9788 - logcount_predictions_loss: 0.8426 29/2448 [..............................] - ETA: 6:10 - loss: 168.4742 - logits_profile_predictions_loss: 166.9606 - logcount_predictions_loss: 0.8409 30/2448 [..............................] - ETA: 6:10 - loss: 168.5086 - logits_profile_predictions_loss: 166.9975 - logcount_predictions_loss: 0.8395 31/2448 [..............................] - ETA: 6:09 - loss: 168.5234 - logits_profile_predictions_loss: 167.0148 - logcount_predictions_loss: 0.8381 32/2448 [..............................] - ETA: 6:09 - loss: 168.5481 - logits_profile_predictions_loss: 167.0424 - logcount_predictions_loss: 0.8366 33/2448 [..............................] - ETA: 6:09 - loss: 168.5830 - logits_profile_predictions_loss: 167.0798 - logcount_predictions_loss: 0.8351 34/2448 [..............................] - ETA: 6:09 - loss: 168.7044 - logits_profile_predictions_loss: 167.2035 - logcount_predictions_loss: 0.8338 35/2448 [..............................] - ETA: 6:09 - loss: 168.8093 - logits_profile_predictions_loss: 167.3108 - logcount_predictions_loss: 0.8325 36/2448 [..............................] - ETA: 6:08 - loss: 168.9062 - logits_profile_predictions_loss: 167.4099 - logcount_predictions_loss: 0.8313 37/2448 [..............................] - ETA: 6:08 - loss: 169.0338 - logits_profile_predictions_loss: 167.5399 - logcount_predictions_loss: 0.8299 38/2448 [..............................] - ETA: 6:08 - loss: 169.1623 - 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[..............................] - ETA: 6:07 - loss: 170.2731 - logits_profile_predictions_loss: 168.7962 - logcount_predictions_loss: 0.8205 46/2448 [..............................] - ETA: 6:07 - loss: 170.4158 - logits_profile_predictions_loss: 168.9408 - logcount_predictions_loss: 0.8194 47/2448 [..............................] - ETA: 6:07 - loss: 170.5469 - logits_profile_predictions_loss: 169.0738 - logcount_predictions_loss: 0.8184 48/2448 [..............................] - ETA: 6:07 - loss: 170.6626 - logits_profile_predictions_loss: 169.1914 - logcount_predictions_loss: 0.8173 49/2448 [..............................] - ETA: 6:06 - loss: 170.7799 - logits_profile_predictions_loss: 169.3107 - logcount_predictions_loss: 0.8162 50/2448 [..............................] - ETA: 6:06 - loss: 170.8917 - logits_profile_predictions_loss: 169.4245 - logcount_predictions_loss: 0.8151 51/2448 [..............................] - ETA: 6:06 - loss: 171.0111 - logits_profile_predictions_loss: 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logits_profile_predictions_loss: 171.0442 - logcount_predictions_loss: 0.7990 72/2448 [..............................] - ETA: 6:03 - loss: 172.5379 - logits_profile_predictions_loss: 171.1004 - logcount_predictions_loss: 0.7986 73/2448 [..............................] - ETA: 6:03 - loss: 172.5867 - logits_profile_predictions_loss: 171.1498 - logcount_predictions_loss: 0.7983 74/2448 [..............................] - ETA: 6:03 - loss: 172.6254 - logits_profile_predictions_loss: 171.1891 - logcount_predictions_loss: 0.7979 75/2448 [..............................] - ETA: 6:02 - loss: 172.6607 - logits_profile_predictions_loss: 171.2250 - logcount_predictions_loss: 0.7976 76/2448 [..............................] - ETA: 6:02 - loss: 172.6905 - logits_profile_predictions_loss: 171.2555 - logcount_predictions_loss: 0.7972 77/2448 [..............................] - ETA: 6:02 - loss: 172.7229 - logits_profile_predictions_loss: 171.2885 - logcount_predictions_loss: 0.7969 78/2448 [..............................] - ETA: 6:02 - loss: 172.7573 - logits_profile_predictions_loss: 171.3235 - logcount_predictions_loss: 0.7966 79/2448 [..............................] - ETA: 6:02 - loss: 172.7908 - logits_profile_predictions_loss: 171.3576 - logcount_predictions_loss: 0.7962 80/2448 [..............................] - ETA: 6:02 - loss: 172.8268 - logits_profile_predictions_loss: 171.3942 - logcount_predictions_loss: 0.7959 81/2448 [..............................] - ETA: 6:01 - loss: 172.8638 - logits_profile_predictions_loss: 171.4318 - logcount_predictions_loss: 0.7956 82/2448 [>.............................] - ETA: 6:01 - loss: 172.9009 - logits_profile_predictions_loss: 171.4695 - logcount_predictions_loss: 0.7953 83/2448 [>.............................] - ETA: 6:01 - loss: 172.9315 - logits_profile_predictions_loss: 171.5006 - logcount_predictions_loss: 0.7949 84/2448 [>.............................] - ETA: 6:01 - loss: 172.9620 - logits_profile_predictions_loss: 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logits_profile_predictions_loss: 173.2899 - logcount_predictions_loss: 0.7914 157/2448 [>.............................] - ETA: 5:50 - loss: 174.7379 - logits_profile_predictions_loss: 173.3132 - logcount_predictions_loss: 0.7915 158/2448 [>.............................] - ETA: 5:50 - loss: 174.7617 - logits_profile_predictions_loss: 173.3367 - logcount_predictions_loss: 0.7917 159/2448 [>.............................] - ETA: 5:50 - loss: 174.7854 - logits_profile_predictions_loss: 173.3601 - logcount_predictions_loss: 0.7918 160/2448 [>.............................] - ETA: 5:49 - loss: 174.8105 - logits_profile_predictions_loss: 173.3851 - logcount_predictions_loss: 0.7919 161/2448 [>.............................] - ETA: 5:49 - loss: 174.8341 - logits_profile_predictions_loss: 173.4084 - logcount_predictions_loss: 0.7921 162/2448 [>.............................] - ETA: 5:49 - loss: 174.8563 - logits_profile_predictions_loss: 173.4303 - logcount_predictions_loss: 0.7922 163/2448 [>.............................] - ETA: 5:49 - loss: 174.8781 - logits_profile_predictions_loss: 173.4519 - logcount_predictions_loss: 0.7924 164/2448 [=>............................] - ETA: 5:49 - loss: 174.9004 - logits_profile_predictions_loss: 173.4740 - logcount_predictions_loss: 0.7925 165/2448 [=>............................] - ETA: 5:49 - loss: 174.9218 - logits_profile_predictions_loss: 173.4952 - logcount_predictions_loss: 0.7926 166/2448 [=>............................] - ETA: 5:48 - loss: 174.9437 - logits_profile_predictions_loss: 173.5168 - logcount_predictions_loss: 0.7927 167/2448 [=>............................] - ETA: 5:48 - loss: 174.9668 - logits_profile_predictions_loss: 173.5397 - logcount_predictions_loss: 0.7929 168/2448 [=>............................] - ETA: 5:48 - loss: 174.9886 - logits_profile_predictions_loss: 173.5613 - logcount_predictions_loss: 0.7930 169/2448 [=>............................] - ETA: 5:48 - loss: 175.0116 - logits_profile_predictions_loss: 173.5841 - logcount_predictions_loss: 0.7931 170/2448 [=>............................] - ETA: 5:48 - loss: 175.0347 - logits_profile_predictions_loss: 173.6069 - logcount_predictions_loss: 0.7932 171/2448 [=>............................] - ETA: 5:48 - loss: 175.0567 - logits_profile_predictions_loss: 173.6287 - logcount_predictions_loss: 0.7933 172/2448 [=>............................] - ETA: 5:48 - loss: 175.0780 - logits_profile_predictions_loss: 173.6499 - logcount_predictions_loss: 0.7934 173/2448 [=>............................] - ETA: 5:47 - loss: 175.0989 - logits_profile_predictions_loss: 173.6706 - logcount_predictions_loss: 0.7935 174/2448 [=>............................] - ETA: 5:47 - loss: 175.1188 - logits_profile_predictions_loss: 173.6903 - logcount_predictions_loss: 0.7936 175/2448 [=>............................] - ETA: 5:47 - loss: 175.1396 - logits_profile_predictions_loss: 173.7109 - logcount_predictions_loss: 0.7937 176/2448 [=>............................] - ETA: 5:47 - loss: 175.1613 - logits_profile_predictions_loss: 173.7324 - logcount_predictions_loss: 0.7938 177/2448 [=>............................] - ETA: 5:47 - loss: 175.1828 - logits_profile_predictions_loss: 173.7538 - logcount_predictions_loss: 0.7939 178/2448 [=>............................] - ETA: 5:47 - loss: 175.2051 - logits_profile_predictions_loss: 173.7759 - logcount_predictions_loss: 0.7940 179/2448 [=>............................] - ETA: 5:46 - loss: 175.2270 - logits_profile_predictions_loss: 173.7976 - logcount_predictions_loss: 0.7941 180/2448 [=>............................] - ETA: 5:46 - loss: 175.2480 - logits_profile_predictions_loss: 173.8185 - logcount_predictions_loss: 0.7942 181/2448 [=>............................] - ETA: 5:46 - loss: 175.2679 - logits_profile_predictions_loss: 173.8382 - logcount_predictions_loss: 0.7943 182/2448 [=>............................] - ETA: 5:46 - loss: 175.2866 - logits_profile_predictions_loss: 173.8567 - logcount_predictions_loss: 0.7944 183/2448 [=>............................] - ETA: 5:46 - loss: 175.3041 - logits_profile_predictions_loss: 173.8741 - logcount_predictions_loss: 0.7945 184/2448 [=>............................] - ETA: 5:46 - loss: 175.3204 - logits_profile_predictions_loss: 173.8902 - logcount_predictions_loss: 0.7946 185/2448 [=>............................] - ETA: 5:46 - loss: 175.3360 - logits_profile_predictions_loss: 173.9057 - logcount_predictions_loss: 0.7947 186/2448 [=>............................] - ETA: 5:45 - loss: 175.3501 - logits_profile_predictions_loss: 173.9196 - logcount_predictions_loss: 0.7947 187/2448 [=>............................] - ETA: 5:45 - loss: 175.3630 - logits_profile_predictions_loss: 173.9324 - logcount_predictions_loss: 0.7948 188/2448 [=>............................] - ETA: 5:45 - loss: 175.3775 - logits_profile_predictions_loss: 173.9467 - logcount_predictions_loss: 0.7949 189/2448 [=>............................] - ETA: 5:45 - loss: 175.3918 - logits_profile_predictions_loss: 173.9609 - logcount_predictions_loss: 0.7950 190/2448 [=>............................] - ETA: 5:45 - loss: 175.4065 - logits_profile_predictions_loss: 173.9754 - logcount_predictions_loss: 0.7951 191/2448 [=>............................] - ETA: 5:45 - loss: 175.4228 - logits_profile_predictions_loss: 173.9915 - logcount_predictions_loss: 0.7952 192/2448 [=>............................] - ETA: 5:44 - loss: 175.4387 - logits_profile_predictions_loss: 174.0072 - logcount_predictions_loss: 0.7953 193/2448 [=>............................] - ETA: 5:44 - loss: 175.4536 - logits_profile_predictions_loss: 174.0219 - logcount_predictions_loss: 0.7954 194/2448 [=>............................] - ETA: 5:44 - loss: 175.4686 - logits_profile_predictions_loss: 174.0368 - logcount_predictions_loss: 0.7955 195/2448 [=>............................] - ETA: 5:44 - loss: 175.4839 - logits_profile_predictions_loss: 174.0518 - logcount_predictions_loss: 0.7956 196/2448 [=>............................] - ETA: 5:44 - loss: 175.4983 - logits_profile_predictions_loss: 174.0661 - logcount_predictions_loss: 0.7957 197/2448 [=>............................] - ETA: 5:44 - loss: 175.5123 - logits_profile_predictions_loss: 174.0799 - logcount_predictions_loss: 0.7958 198/2448 [=>............................] - ETA: 5:44 - loss: 175.5259 - logits_profile_predictions_loss: 174.0933 - logcount_predictions_loss: 0.7959 199/2448 [=>............................] - ETA: 5:43 - loss: 175.5392 - logits_profile_predictions_loss: 174.1065 - logcount_predictions_loss: 0.7960 200/2448 [=>............................] - ETA: 5:43 - loss: 175.5525 - logits_profile_predictions_loss: 174.1196 - logcount_predictions_loss: 0.7961 201/2448 [=>............................] - ETA: 5:43 - loss: 175.5651 - logits_profile_predictions_loss: 174.1321 - logcount_predictions_loss: 0.7961 202/2448 [=>............................] - ETA: 5:43 - loss: 175.5770 - logits_profile_predictions_loss: 174.1438 - logcount_predictions_loss: 0.7962 203/2448 [=>............................] - ETA: 5:43 - loss: 175.5887 - logits_profile_predictions_loss: 174.1554 - logcount_predictions_loss: 0.7963 204/2448 [=>............................] - ETA: 5:43 - loss: 175.6001 - logits_profile_predictions_loss: 174.1666 - logcount_predictions_loss: 0.7964 205/2448 [=>............................] - ETA: 5:43 - loss: 175.6103 - logits_profile_predictions_loss: 174.1766 - logcount_predictions_loss: 0.7965 206/2448 [=>............................] - ETA: 5:42 - loss: 175.6197 - logits_profile_predictions_loss: 174.1859 - logcount_predictions_loss: 0.7966 207/2448 [=>............................] - ETA: 5:42 - loss: 175.6298 - logits_profile_predictions_loss: 174.1959 - logcount_predictions_loss: 0.7967 208/2448 [=>............................] - ETA: 5:42 - loss: 175.6395 - logits_profile_predictions_loss: 174.2054 - logcount_predictions_loss: 0.7967 209/2448 [=>............................] - ETA: 5:42 - loss: 175.6497 - logits_profile_predictions_loss: 174.2154 - logcount_predictions_loss: 0.7968 210/2448 [=>............................] - ETA: 5:42 - loss: 175.6587 - logits_profile_predictions_loss: 174.2243 - logcount_predictions_loss: 0.7969 211/2448 [=>............................] - ETA: 5:42 - loss: 175.6683 - logits_profile_predictions_loss: 174.2338 - logcount_predictions_loss: 0.7970 212/2448 [=>............................] - ETA: 5:41 - loss: 175.6779 - logits_profile_predictions_loss: 174.2432 - logcount_predictions_loss: 0.7971 213/2448 [=>............................] - ETA: 5:41 - loss: 175.6876 - logits_profile_predictions_loss: 174.2528 - logcount_predictions_loss: 0.7972 214/2448 [=>............................] - ETA: 5:41 - loss: 175.6966 - logits_profile_predictions_loss: 174.2616 - logcount_predictions_loss: 0.7972 215/2448 [=>............................] - ETA: 5:41 - loss: 175.7051 - logits_profile_predictions_loss: 174.2699 - logcount_predictions_loss: 0.7973 216/2448 [=>............................] - ETA: 5:41 - loss: 175.7139 - logits_profile_predictions_loss: 174.2786 - logcount_predictions_loss: 0.7974 217/2448 [=>............................] - ETA: 5:41 - loss: 175.7218 - logits_profile_predictions_loss: 174.2864 - logcount_predictions_loss: 0.7974 218/2448 [=>............................] - ETA: 5:41 - loss: 175.7301 - logits_profile_predictions_loss: 174.2946 - logcount_predictions_loss: 0.7975 219/2448 [=>............................] - ETA: 5:40 - loss: 175.7387 - logits_profile_predictions_loss: 174.3031 - logcount_predictions_loss: 0.7976 220/2448 [=>............................] - ETA: 5:40 - loss: 175.7472 - logits_profile_predictions_loss: 174.3115 - logcount_predictions_loss: 0.7976 221/2448 [=>............................] - ETA: 5:40 - loss: 175.7568 - 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[=>............................] - ETA: 5:39 - loss: 175.8177 - logits_profile_predictions_loss: 174.3813 - logcount_predictions_loss: 0.7980 229/2448 [=>............................] - ETA: 5:39 - loss: 175.8255 - logits_profile_predictions_loss: 174.3891 - logcount_predictions_loss: 0.7980 230/2448 [=>............................] - ETA: 5:39 - loss: 175.8331 - logits_profile_predictions_loss: 174.3966 - logcount_predictions_loss: 0.7981 231/2448 [=>............................] - ETA: 5:39 - loss: 175.8411 - logits_profile_predictions_loss: 174.4044 - logcount_predictions_loss: 0.7981 232/2448 [=>............................] - ETA: 5:38 - loss: 175.8485 - logits_profile_predictions_loss: 174.4118 - logcount_predictions_loss: 0.7982 233/2448 [=>............................] - ETA: 5:38 - loss: 175.8554 - logits_profile_predictions_loss: 174.4187 - logcount_predictions_loss: 0.7982 234/2448 [=>............................] - ETA: 5:38 - loss: 175.8624 - 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logits_profile_predictions_loss: 174.7753 - logcount_predictions_loss: 0.7998 378/2448 [===>..........................] - ETA: 5:16 - loss: 176.2170 - logits_profile_predictions_loss: 174.7774 - logcount_predictions_loss: 0.7998 379/2448 [===>..........................] - ETA: 5:16 - loss: 176.2189 - logits_profile_predictions_loss: 174.7794 - logcount_predictions_loss: 0.7998 380/2448 [===>..........................] - ETA: 5:16 - loss: 176.2210 - logits_profile_predictions_loss: 174.7815 - logcount_predictions_loss: 0.7998 381/2448 [===>..........................] - ETA: 5:16 - loss: 176.2231 - logits_profile_predictions_loss: 174.7835 - logcount_predictions_loss: 0.7997 382/2448 [===>..........................] - ETA: 5:16 - loss: 176.2252 - logits_profile_predictions_loss: 174.7856 - logcount_predictions_loss: 0.7997 383/2448 [===>..........................] - ETA: 5:16 - loss: 176.2269 - logits_profile_predictions_loss: 174.7874 - logcount_predictions_loss: 0.7997 384/2448 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[===>..........................] - ETA: 5:14 - loss: 176.2494 - logits_profile_predictions_loss: 174.8102 - logcount_predictions_loss: 0.7996 398/2448 [===>..........................] - ETA: 5:13 - loss: 176.2509 - logits_profile_predictions_loss: 174.8117 - logcount_predictions_loss: 0.7995 399/2448 [===>..........................] - ETA: 5:13 - loss: 176.2526 - logits_profile_predictions_loss: 174.8134 - logcount_predictions_loss: 0.7995 400/2448 [===>..........................] - ETA: 5:13 - loss: 176.2542 - logits_profile_predictions_loss: 174.8151 - logcount_predictions_loss: 0.7995 401/2448 [===>..........................] - ETA: 5:13 - loss: 176.2557 - logits_profile_predictions_loss: 174.8166 - logcount_predictions_loss: 0.7995 402/2448 [===>..........................] - ETA: 5:13 - loss: 176.2572 - logits_profile_predictions_loss: 174.8181 - logcount_predictions_loss: 0.7995 403/2448 [===>..........................] - ETA: 5:13 - loss: 176.2586 - 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[====>.........................] - ETA: 5:12 - loss: 176.2680 - logits_profile_predictions_loss: 174.8292 - logcount_predictions_loss: 0.7994 411/2448 [====>.........................] - ETA: 5:12 - loss: 176.2693 - logits_profile_predictions_loss: 174.8305 - logcount_predictions_loss: 0.7994 412/2448 [====>.........................] - ETA: 5:11 - loss: 176.2706 - logits_profile_predictions_loss: 174.8317 - logcount_predictions_loss: 0.7993 413/2448 [====>.........................] - ETA: 5:11 - loss: 176.2719 - logits_profile_predictions_loss: 174.8331 - logcount_predictions_loss: 0.7993 414/2448 [====>.........................] - ETA: 5:11 - loss: 176.2732 - logits_profile_predictions_loss: 174.8344 - logcount_predictions_loss: 0.7993 415/2448 [====>.........................] - ETA: 5:11 - loss: 176.2743 - logits_profile_predictions_loss: 174.8356 - logcount_predictions_loss: 0.7993 416/2448 [====>.........................] - ETA: 5:11 - loss: 176.2753 - logits_profile_predictions_loss: 174.8366 - logcount_predictions_loss: 0.7993 417/2448 [====>.........................] - ETA: 5:11 - loss: 176.2762 - logits_profile_predictions_loss: 174.8375 - logcount_predictions_loss: 0.7993 418/2448 [====>.........................] - ETA: 5:10 - loss: 176.2770 - logits_profile_predictions_loss: 174.8383 - logcount_predictions_loss: 0.7992 419/2448 [====>.........................] - ETA: 5:10 - loss: 176.2775 - logits_profile_predictions_loss: 174.8389 - logcount_predictions_loss: 0.7992 420/2448 [====>.........................] - ETA: 5:10 - loss: 176.2779 - logits_profile_predictions_loss: 174.8393 - logcount_predictions_loss: 0.7992 421/2448 [====>.........................] - ETA: 5:10 - loss: 176.2786 - logits_profile_predictions_loss: 174.8401 - logcount_predictions_loss: 0.7992 422/2448 [====>.........................] - ETA: 5:10 - loss: 176.2794 - logits_profile_predictions_loss: 174.8409 - logcount_predictions_loss: 0.7992 423/2448 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logits_profile_predictions_loss: 174.8488 - logcount_predictions_loss: 0.7991 430/2448 [====>.........................] - ETA: 5:09 - loss: 176.2885 - logits_profile_predictions_loss: 174.8501 - logcount_predictions_loss: 0.7991 431/2448 [====>.........................] - ETA: 5:08 - loss: 176.2897 - logits_profile_predictions_loss: 174.8514 - logcount_predictions_loss: 0.7990 432/2448 [====>.........................] - ETA: 5:08 - loss: 176.2912 - logits_profile_predictions_loss: 174.8529 - logcount_predictions_loss: 0.7990 433/2448 [====>.........................] - ETA: 5:08 - loss: 176.2926 - logits_profile_predictions_loss: 174.8543 - logcount_predictions_loss: 0.7990 434/2448 [====>.........................] - ETA: 5:08 - loss: 176.2936 - logits_profile_predictions_loss: 174.8554 - logcount_predictions_loss: 0.7990 435/2448 [====>.........................] - ETA: 5:08 - loss: 176.2947 - logits_profile_predictions_loss: 174.8565 - logcount_predictions_loss: 0.7990 436/2448 [====>.........................] - ETA: 5:08 - loss: 176.2957 - logits_profile_predictions_loss: 174.8575 - logcount_predictions_loss: 0.7990 437/2448 [====>.........................] - ETA: 5:08 - loss: 176.2967 - logits_profile_predictions_loss: 174.8585 - logcount_predictions_loss: 0.7990 438/2448 [====>.........................] - ETA: 5:07 - loss: 176.2977 - logits_profile_predictions_loss: 174.8595 - logcount_predictions_loss: 0.7990 439/2448 [====>.........................] - ETA: 5:07 - loss: 176.2986 - logits_profile_predictions_loss: 174.8605 - logcount_predictions_loss: 0.7989 440/2448 [====>.........................] - ETA: 5:07 - loss: 176.2996 - logits_profile_predictions_loss: 174.8616 - logcount_predictions_loss: 0.7989 441/2448 [====>.........................] - ETA: 5:07 - loss: 176.3010 - logits_profile_predictions_loss: 174.8629 - logcount_predictions_loss: 0.7989 442/2448 [====>.........................] - ETA: 5:07 - loss: 176.3022 - 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[====>.........................] - ETA: 5:04 - loss: 176.3284 - logits_profile_predictions_loss: 174.8907 - logcount_predictions_loss: 0.7987 463/2448 [====>.........................] - ETA: 5:04 - loss: 176.3298 - logits_profile_predictions_loss: 174.8922 - logcount_predictions_loss: 0.7987 464/2448 [====>.........................] - ETA: 5:04 - loss: 176.3315 - logits_profile_predictions_loss: 174.8938 - logcount_predictions_loss: 0.7987 465/2448 [====>.........................] - ETA: 5:03 - loss: 176.3331 - logits_profile_predictions_loss: 174.8954 - logcount_predictions_loss: 0.7987 466/2448 [====>.........................] - ETA: 5:03 - loss: 176.3347 - logits_profile_predictions_loss: 174.8970 - logcount_predictions_loss: 0.7987 467/2448 [====>.........................] - ETA: 5:03 - loss: 176.3364 - logits_profile_predictions_loss: 174.8988 - logcount_predictions_loss: 0.7987 468/2448 [====>.........................] - ETA: 5:03 - loss: 176.3381 - 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[====>.........................] - ETA: 5:02 - loss: 176.3493 - logits_profile_predictions_loss: 174.9116 - logcount_predictions_loss: 0.7987 476/2448 [====>.........................] - ETA: 5:02 - loss: 176.3508 - logits_profile_predictions_loss: 174.9132 - logcount_predictions_loss: 0.7987 477/2448 [====>.........................] - ETA: 5:02 - loss: 176.3524 - logits_profile_predictions_loss: 174.9148 - logcount_predictions_loss: 0.7987 478/2448 [====>.........................] - ETA: 5:01 - loss: 176.3539 - logits_profile_predictions_loss: 174.9163 - logcount_predictions_loss: 0.7987 479/2448 [====>.........................] - ETA: 5:01 - loss: 176.3553 - logits_profile_predictions_loss: 174.9177 - logcount_predictions_loss: 0.7987 480/2448 [====>.........................] - ETA: 5:01 - loss: 176.3567 - logits_profile_predictions_loss: 174.9191 - logcount_predictions_loss: 0.7987 481/2448 [====>.........................] - ETA: 5:01 - loss: 176.3582 - 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[====>.........................] - ETA: 5:00 - loss: 176.3672 - logits_profile_predictions_loss: 174.9296 - logcount_predictions_loss: 0.7986 489/2448 [====>.........................] - ETA: 5:00 - loss: 176.3685 - logits_profile_predictions_loss: 174.9309 - logcount_predictions_loss: 0.7986 490/2448 [=====>........................] - ETA: 5:00 - loss: 176.3696 - logits_profile_predictions_loss: 174.9321 - logcount_predictions_loss: 0.7986 491/2448 [=====>........................] - ETA: 4:59 - loss: 176.3707 - logits_profile_predictions_loss: 174.9332 - logcount_predictions_loss: 0.7986 492/2448 [=====>........................] - ETA: 4:59 - loss: 176.3717 - logits_profile_predictions_loss: 174.9341 - logcount_predictions_loss: 0.7986 493/2448 [=====>........................] - ETA: 4:59 - loss: 176.3726 - logits_profile_predictions_loss: 174.9351 - logcount_predictions_loss: 0.7986 494/2448 [=====>........................] - ETA: 4:59 - loss: 176.3737 - 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[=====>........................] - ETA: 4:58 - loss: 176.3811 - logits_profile_predictions_loss: 174.9436 - logcount_predictions_loss: 0.7986 502/2448 [=====>........................] - ETA: 4:58 - loss: 176.3821 - logits_profile_predictions_loss: 174.9447 - logcount_predictions_loss: 0.7986 503/2448 [=====>........................] - ETA: 4:58 - loss: 176.3833 - logits_profile_predictions_loss: 174.9458 - logcount_predictions_loss: 0.7986 504/2448 [=====>........................] - ETA: 4:58 - loss: 176.3845 - logits_profile_predictions_loss: 174.9471 - logcount_predictions_loss: 0.7986 505/2448 [=====>........................] - ETA: 4:57 - loss: 176.3855 - logits_profile_predictions_loss: 174.9481 - logcount_predictions_loss: 0.7985 506/2448 [=====>........................] - ETA: 4:57 - loss: 176.3864 - logits_profile_predictions_loss: 174.9489 - logcount_predictions_loss: 0.7985 507/2448 [=====>........................] - ETA: 4:57 - loss: 176.3872 - 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[=====>........................] - ETA: 4:56 - loss: 176.3934 - logits_profile_predictions_loss: 174.9561 - logcount_predictions_loss: 0.7985 515/2448 [=====>........................] - ETA: 4:56 - loss: 176.3945 - logits_profile_predictions_loss: 174.9571 - logcount_predictions_loss: 0.7985 516/2448 [=====>........................] - ETA: 4:56 - loss: 176.3954 - logits_profile_predictions_loss: 174.9581 - logcount_predictions_loss: 0.7985 517/2448 [=====>........................] - ETA: 4:56 - loss: 176.3963 - logits_profile_predictions_loss: 174.9590 - logcount_predictions_loss: 0.7985 518/2448 [=====>........................] - ETA: 4:55 - loss: 176.3973 - logits_profile_predictions_loss: 174.9600 - logcount_predictions_loss: 0.7985 519/2448 [=====>........................] - ETA: 4:55 - loss: 176.3985 - logits_profile_predictions_loss: 174.9612 - logcount_predictions_loss: 0.7985 520/2448 [=====>........................] - ETA: 4:55 - loss: 176.3996 - logits_profile_predictions_loss: 174.9622 - logcount_predictions_loss: 0.7985 521/2448 [=====>........................] - ETA: 4:55 - loss: 176.4005 - logits_profile_predictions_loss: 174.9632 - logcount_predictions_loss: 0.7985 522/2448 [=====>........................] - ETA: 4:55 - loss: 176.4012 - logits_profile_predictions_loss: 174.9639 - logcount_predictions_loss: 0.7985 523/2448 [=====>........................] - ETA: 4:55 - loss: 176.4022 - logits_profile_predictions_loss: 174.9649 - logcount_predictions_loss: 0.7985 524/2448 [=====>........................] - ETA: 4:54 - loss: 176.4031 - logits_profile_predictions_loss: 174.9659 - logcount_predictions_loss: 0.7985 525/2448 [=====>........................] - ETA: 4:54 - loss: 176.4041 - logits_profile_predictions_loss: 174.9668 - logcount_predictions_loss: 0.7984 526/2448 [=====>........................] - ETA: 4:54 - loss: 176.4051 - logits_profile_predictions_loss: 174.9678 - logcount_predictions_loss: 0.7984 527/2448 [=====>........................] - ETA: 4:54 - loss: 176.4060 - logits_profile_predictions_loss: 174.9688 - logcount_predictions_loss: 0.7984 528/2448 [=====>........................] - ETA: 4:54 - loss: 176.4072 - logits_profile_predictions_loss: 174.9700 - logcount_predictions_loss: 0.7984 529/2448 [=====>........................] - ETA: 4:54 - loss: 176.4085 - logits_profile_predictions_loss: 174.9713 - logcount_predictions_loss: 0.7984 530/2448 [=====>........................] - ETA: 4:54 - loss: 176.4099 - logits_profile_predictions_loss: 174.9727 - logcount_predictions_loss: 0.7984 531/2448 [=====>........................] - ETA: 4:53 - loss: 176.4114 - logits_profile_predictions_loss: 174.9742 - logcount_predictions_loss: 0.7984 532/2448 [=====>........................] - ETA: 4:53 - loss: 176.4128 - logits_profile_predictions_loss: 174.9756 - logcount_predictions_loss: 0.7984 533/2448 [=====>........................] - ETA: 4:53 - loss: 176.4143 - 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[..............................] - ETA: 6:13 - loss: 177.9392 - logits_profile_predictions_loss: 176.5060 - logcount_predictions_loss: 0.7962 15/2448 [..............................] - ETA: 6:12 - loss: 177.3749 - logits_profile_predictions_loss: 175.9485 - logcount_predictions_loss: 0.7924 16/2448 [..............................] - ETA: 6:12 - loss: 176.9663 - logits_profile_predictions_loss: 175.5451 - logcount_predictions_loss: 0.7896 17/2448 [..............................] - ETA: 6:12 - loss: 176.4384 - logits_profile_predictions_loss: 175.0232 - logcount_predictions_loss: 0.7862 18/2448 [..............................] - ETA: 6:12 - loss: 175.8960 - logits_profile_predictions_loss: 174.4877 - logcount_predictions_loss: 0.7824 19/2448 [..............................] - ETA: 6:12 - loss: 175.5067 - logits_profile_predictions_loss: 174.1043 - logcount_predictions_loss: 0.7791 20/2448 [..............................] - ETA: 6:12 - loss: 175.2364 - logits_profile_predictions_loss: 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[===>..........................] - ETA: 5:15 - loss: 171.9218 - logits_profile_predictions_loss: 170.7167 - logcount_predictions_loss: 0.6695 387/2448 [===>..........................] - ETA: 5:15 - loss: 171.9209 - logits_profile_predictions_loss: 170.7158 - logcount_predictions_loss: 0.6695 388/2448 [===>..........................] - ETA: 5:15 - loss: 171.9201 - logits_profile_predictions_loss: 170.7150 - logcount_predictions_loss: 0.6695 389/2448 [===>..........................] - ETA: 5:15 - loss: 171.9193 - logits_profile_predictions_loss: 170.7142 - logcount_predictions_loss: 0.6695 390/2448 [===>..........................] - ETA: 5:14 - loss: 171.9184 - logits_profile_predictions_loss: 170.7134 - logcount_predictions_loss: 0.6695 391/2448 [===>..........................] - ETA: 5:14 - loss: 171.9176 - logits_profile_predictions_loss: 170.7126 - logcount_predictions_loss: 0.6695 392/2448 [===>..........................] - ETA: 5:14 - loss: 171.9169 - logits_profile_predictions_loss: 170.7119 - logcount_predictions_loss: 0.6694 393/2448 [===>..........................] - ETA: 5:14 - loss: 171.9160 - logits_profile_predictions_loss: 170.7110 - logcount_predictions_loss: 0.6694 394/2448 [===>..........................] - ETA: 5:14 - loss: 171.9149 - logits_profile_predictions_loss: 170.7100 - logcount_predictions_loss: 0.6694 395/2448 [===>..........................] - ETA: 5:14 - loss: 171.9136 - logits_profile_predictions_loss: 170.7087 - logcount_predictions_loss: 0.6694 396/2448 [===>..........................] - ETA: 5:14 - loss: 171.9127 - logits_profile_predictions_loss: 170.7078 - logcount_predictions_loss: 0.6694 397/2448 [===>..........................] - ETA: 5:13 - loss: 171.9119 - logits_profile_predictions_loss: 170.7070 - logcount_predictions_loss: 0.6694 398/2448 [===>..........................] - ETA: 5:13 - loss: 171.9113 - logits_profile_predictions_loss: 170.7065 - logcount_predictions_loss: 0.6694 399/2448 [===>..........................] - ETA: 5:13 - loss: 171.9106 - logits_profile_predictions_loss: 170.7058 - logcount_predictions_loss: 0.6694 400/2448 [===>..........................] - ETA: 5:13 - loss: 171.9103 - logits_profile_predictions_loss: 170.7055 - logcount_predictions_loss: 0.6693 401/2448 [===>..........................] - ETA: 5:13 - loss: 171.9100 - logits_profile_predictions_loss: 170.7053 - logcount_predictions_loss: 0.6693 402/2448 [===>..........................] - ETA: 5:13 - loss: 171.9094 - logits_profile_predictions_loss: 170.7046 - logcount_predictions_loss: 0.6693 403/2448 [===>..........................] - ETA: 5:13 - loss: 171.9087 - logits_profile_predictions_loss: 170.7040 - logcount_predictions_loss: 0.6693 404/2448 [===>..........................] - ETA: 5:12 - loss: 171.9082 - logits_profile_predictions_loss: 170.7035 - logcount_predictions_loss: 0.6693 405/2448 [===>..........................] - ETA: 5:12 - loss: 171.9078 - 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[====>.........................] - ETA: 5:11 - loss: 171.9046 - logits_profile_predictions_loss: 170.7001 - logcount_predictions_loss: 0.6692 413/2448 [====>.........................] - ETA: 5:11 - loss: 171.9038 - logits_profile_predictions_loss: 170.6993 - logcount_predictions_loss: 0.6692 414/2448 [====>.........................] - ETA: 5:11 - loss: 171.9029 - logits_profile_predictions_loss: 170.6984 - logcount_predictions_loss: 0.6692 415/2448 [====>.........................] - ETA: 5:11 - loss: 171.9024 - logits_profile_predictions_loss: 170.6980 - logcount_predictions_loss: 0.6691 416/2448 [====>.........................] - ETA: 5:11 - loss: 171.9018 - logits_profile_predictions_loss: 170.6974 - logcount_predictions_loss: 0.6691 417/2448 [====>.........................] - ETA: 5:10 - loss: 171.9011 - logits_profile_predictions_loss: 170.6968 - logcount_predictions_loss: 0.6691 418/2448 [====>.........................] - ETA: 5:10 - loss: 171.9006 - logits_profile_predictions_loss: 170.6962 - logcount_predictions_loss: 0.6691 419/2448 [====>.........................] - ETA: 5:10 - loss: 171.9000 - logits_profile_predictions_loss: 170.6957 - logcount_predictions_loss: 0.6691 420/2448 [====>.........................] - ETA: 5:10 - loss: 171.8993 - logits_profile_predictions_loss: 170.6950 - logcount_predictions_loss: 0.6690 421/2448 [====>.........................] - ETA: 5:10 - loss: 171.8987 - logits_profile_predictions_loss: 170.6945 - logcount_predictions_loss: 0.6690 422/2448 [====>.........................] - ETA: 5:10 - loss: 171.8983 - logits_profile_predictions_loss: 170.6941 - logcount_predictions_loss: 0.6690 423/2448 [====>.........................] - ETA: 5:09 - loss: 171.8980 - logits_profile_predictions_loss: 170.6939 - logcount_predictions_loss: 0.6690 424/2448 [====>.........................] - ETA: 5:09 - loss: 171.8975 - logits_profile_predictions_loss: 170.6934 - logcount_predictions_loss: 0.6690 425/2448 [====>.........................] - ETA: 5:09 - loss: 171.8970 - logits_profile_predictions_loss: 170.6930 - logcount_predictions_loss: 0.6689 426/2448 [====>.........................] - ETA: 5:09 - loss: 171.8967 - logits_profile_predictions_loss: 170.6926 - logcount_predictions_loss: 0.6689 427/2448 [====>.........................] - ETA: 5:09 - loss: 171.8965 - logits_profile_predictions_loss: 170.6925 - logcount_predictions_loss: 0.6689 428/2448 [====>.........................] - ETA: 5:09 - loss: 171.8965 - logits_profile_predictions_loss: 170.6925 - logcount_predictions_loss: 0.6689 429/2448 [====>.........................] - ETA: 5:09 - loss: 171.8963 - logits_profile_predictions_loss: 170.6924 - logcount_predictions_loss: 0.6689 430/2448 [====>.........................] - ETA: 5:08 - loss: 171.8965 - logits_profile_predictions_loss: 170.6926 - logcount_predictions_loss: 0.6688 431/2448 [====>.........................] - ETA: 5:08 - loss: 171.8967 - logits_profile_predictions_loss: 170.6929 - logcount_predictions_loss: 0.6688 432/2448 [====>.........................] - ETA: 5:08 - loss: 171.8969 - logits_profile_predictions_loss: 170.6931 - logcount_predictions_loss: 0.6688 433/2448 [====>.........................] - ETA: 5:08 - loss: 171.8971 - logits_profile_predictions_loss: 170.6933 - logcount_predictions_loss: 0.6688 434/2448 [====>.........................] - ETA: 5:08 - loss: 171.8970 - logits_profile_predictions_loss: 170.6933 - logcount_predictions_loss: 0.6688 435/2448 [====>.........................] - ETA: 5:08 - loss: 171.8969 - logits_profile_predictions_loss: 170.6931 - logcount_predictions_loss: 0.6687 436/2448 [====>.........................] - ETA: 5:08 - loss: 171.8966 - logits_profile_predictions_loss: 170.6929 - logcount_predictions_loss: 0.6687 437/2448 [====>.........................] - ETA: 5:07 - loss: 171.8964 - logits_profile_predictions_loss: 170.6927 - logcount_predictions_loss: 0.6687 438/2448 [====>.........................] - ETA: 5:07 - loss: 171.8961 - logits_profile_predictions_loss: 170.6925 - logcount_predictions_loss: 0.6687 439/2448 [====>.........................] - ETA: 5:07 - loss: 171.8959 - logits_profile_predictions_loss: 170.6923 - logcount_predictions_loss: 0.6687 440/2448 [====>.........................] - ETA: 5:07 - loss: 171.8957 - logits_profile_predictions_loss: 170.6922 - logcount_predictions_loss: 0.6686 441/2448 [====>.........................] - ETA: 5:07 - loss: 171.8958 - logits_profile_predictions_loss: 170.6923 - logcount_predictions_loss: 0.6686 442/2448 [====>.........................] - ETA: 5:07 - loss: 171.8959 - logits_profile_predictions_loss: 170.6925 - logcount_predictions_loss: 0.6686 443/2448 [====>.........................] - ETA: 5:06 - loss: 171.8961 - logits_profile_predictions_loss: 170.6926 - logcount_predictions_loss: 0.6686 444/2448 [====>.........................] - ETA: 5:06 - loss: 171.8960 - logits_profile_predictions_loss: 170.6926 - logcount_predictions_loss: 0.6686 445/2448 [====>.........................] - ETA: 5:06 - loss: 171.8958 - logits_profile_predictions_loss: 170.6924 - logcount_predictions_loss: 0.6686 446/2448 [====>.........................] - ETA: 5:06 - loss: 171.8953 - logits_profile_predictions_loss: 170.6920 - logcount_predictions_loss: 0.6685 447/2448 [====>.........................] - ETA: 5:06 - loss: 171.8948 - logits_profile_predictions_loss: 170.6914 - logcount_predictions_loss: 0.6685 448/2448 [====>.........................] - ETA: 5:06 - loss: 171.8940 - logits_profile_predictions_loss: 170.6907 - logcount_predictions_loss: 0.6685 449/2448 [====>.........................] - ETA: 5:06 - loss: 171.8930 - logits_profile_predictions_loss: 170.6898 - logcount_predictions_loss: 0.6685 450/2448 [====>.........................] - ETA: 5:05 - loss: 171.8921 - logits_profile_predictions_loss: 170.6889 - logcount_predictions_loss: 0.6685 451/2448 [====>.........................] - ETA: 5:05 - loss: 171.8912 - logits_profile_predictions_loss: 170.6880 - logcount_predictions_loss: 0.6684 452/2448 [====>.........................] - ETA: 5:05 - loss: 171.8905 - logits_profile_predictions_loss: 170.6873 - logcount_predictions_loss: 0.6684 453/2448 [====>.........................] - ETA: 5:05 - loss: 171.8896 - logits_profile_predictions_loss: 170.6864 - logcount_predictions_loss: 0.6684 454/2448 [====>.........................] - ETA: 5:05 - loss: 171.8885 - logits_profile_predictions_loss: 170.6854 - logcount_predictions_loss: 0.6684 455/2448 [====>.........................] - ETA: 5:05 - loss: 171.8875 - logits_profile_predictions_loss: 170.6844 - logcount_predictions_loss: 0.6684 456/2448 [====>.........................] - ETA: 5:04 - loss: 171.8865 - logits_profile_predictions_loss: 170.6834 - logcount_predictions_loss: 0.6684 457/2448 [====>.........................] - ETA: 5:04 - loss: 171.8856 - 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logcount_predictions_loss: 0.7186 3/2448 [..............................] - ETA: 6:12 - loss: 162.0410 - logits_profile_predictions_loss: 160.8045 - logcount_predictions_loss: 0.6870 4/2448 [..............................] - ETA: 6:12 - loss: 160.6807 - logits_profile_predictions_loss: 159.4693 - logcount_predictions_loss: 0.6730 5/2448 [..............................] - ETA: 6:11 - loss: 160.1217 - logits_profile_predictions_loss: 158.9105 - logcount_predictions_loss: 0.6729 6/2448 [..............................] - ETA: 6:10 - loss: 160.7852 - logits_profile_predictions_loss: 159.5799 - logcount_predictions_loss: 0.6696 7/2448 [..............................] - ETA: 6:10 - loss: 161.4350 - logits_profile_predictions_loss: 160.2356 - logcount_predictions_loss: 0.6663 8/2448 [..............................] - ETA: 6:10 - loss: 161.4777 - logits_profile_predictions_loss: 160.2828 - logcount_predictions_loss: 0.6639 9/2448 [..............................] - ETA: 6:10 - loss: 161.0298 - logits_profile_predictions_loss: 159.8368 - logcount_predictions_loss: 0.6628 10/2448 [..............................] - ETA: 6:10 - loss: 160.6477 - logits_profile_predictions_loss: 159.4533 - logcount_predictions_loss: 0.6636 11/2448 [..............................] - ETA: 6:10 - loss: 160.2597 - logits_profile_predictions_loss: 159.0608 - logcount_predictions_loss: 0.6661 12/2448 [..............................] - ETA: 6:10 - loss: 159.8222 - logits_profile_predictions_loss: 158.6234 - logcount_predictions_loss: 0.6660 13/2448 [..............................] - ETA: 6:09 - loss: 159.3974 - logits_profile_predictions_loss: 158.1982 - logcount_predictions_loss: 0.6663 14/2448 [..............................] - ETA: 6:10 - loss: 159.2576 - logits_profile_predictions_loss: 158.0572 - logcount_predictions_loss: 0.6669 15/2448 [..............................] - ETA: 6:10 - loss: 159.3189 - logits_profile_predictions_loss: 158.1179 - logcount_predictions_loss: 0.6672 16/2448 [..............................] - ETA: 6:09 - loss: 159.5189 - logits_profile_predictions_loss: 158.3170 - logcount_predictions_loss: 0.6677 17/2448 [..............................] - ETA: 6:09 - loss: 159.7302 - logits_profile_predictions_loss: 158.5282 - logcount_predictions_loss: 0.6677 18/2448 [..............................] - ETA: 6:09 - loss: 159.9706 - logits_profile_predictions_loss: 158.7679 - logcount_predictions_loss: 0.6681 19/2448 [..............................] - ETA: 6:09 - loss: 160.2334 - logits_profile_predictions_loss: 159.0297 - logcount_predictions_loss: 0.6687 20/2448 [..............................] - ETA: 6:09 - loss: 160.4179 - logits_profile_predictions_loss: 159.2138 - logcount_predictions_loss: 0.6689 21/2448 [..............................] - ETA: 6:08 - loss: 160.7113 - logits_profile_predictions_loss: 159.5067 - logcount_predictions_loss: 0.6692 22/2448 [..............................] - ETA: 6:08 - loss: 160.9830 - logits_profile_predictions_loss: 159.7789 - logcount_predictions_loss: 0.6690 23/2448 [..............................] - ETA: 6:08 - loss: 161.1480 - logits_profile_predictions_loss: 159.9454 - logcount_predictions_loss: 0.6681 24/2448 [..............................] - ETA: 6:08 - loss: 161.2935 - logits_profile_predictions_loss: 160.0922 - logcount_predictions_loss: 0.6674 25/2448 [..............................] - ETA: 6:08 - loss: 161.5017 - logits_profile_predictions_loss: 160.3015 - logcount_predictions_loss: 0.6668 26/2448 [..............................] - ETA: 6:07 - loss: 161.6975 - logits_profile_predictions_loss: 160.4977 - logcount_predictions_loss: 0.6666 27/2448 [..............................] - ETA: 6:07 - loss: 161.8587 - logits_profile_predictions_loss: 160.6596 - logcount_predictions_loss: 0.6662 28/2448 [..............................] - ETA: 6:07 - loss: 161.9917 - logits_profile_predictions_loss: 160.7934 - logcount_predictions_loss: 0.6657 29/2448 [..............................] - ETA: 6:07 - loss: 162.0848 - logits_profile_predictions_loss: 160.8872 - logcount_predictions_loss: 0.6653 30/2448 [..............................] - ETA: 6:07 - loss: 162.2455 - logits_profile_predictions_loss: 161.0482 - logcount_predictions_loss: 0.6652 31/2448 [..............................] - ETA: 6:06 - loss: 162.4346 - logits_profile_predictions_loss: 161.2376 - logcount_predictions_loss: 0.6650 32/2448 [..............................] - ETA: 6:06 - loss: 162.5751 - logits_profile_predictions_loss: 161.3784 - logcount_predictions_loss: 0.6648 33/2448 [..............................] - ETA: 6:06 - loss: 162.7133 - logits_profile_predictions_loss: 161.5172 - logcount_predictions_loss: 0.6645 34/2448 [..............................] - ETA: 6:06 - loss: 162.8356 - logits_profile_predictions_loss: 161.6401 - logcount_predictions_loss: 0.6642 35/2448 [..............................] - ETA: 6:06 - loss: 162.9363 - logits_profile_predictions_loss: 161.7413 - logcount_predictions_loss: 0.6639 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[..............................] - ETA: 6:04 - loss: 164.2509 - logits_profile_predictions_loss: 163.0582 - logcount_predictions_loss: 0.6626 50/2448 [..............................] - ETA: 6:03 - loss: 164.3070 - logits_profile_predictions_loss: 163.1147 - logcount_predictions_loss: 0.6624 51/2448 [..............................] - ETA: 6:03 - loss: 164.3564 - logits_profile_predictions_loss: 163.1647 - logcount_predictions_loss: 0.6621 52/2448 [..............................] - ETA: 6:03 - loss: 164.4164 - logits_profile_predictions_loss: 163.2252 - logcount_predictions_loss: 0.6618 53/2448 [..............................] - ETA: 6:03 - loss: 164.4653 - logits_profile_predictions_loss: 163.2746 - logcount_predictions_loss: 0.6615 54/2448 [..............................] - ETA: 6:03 - loss: 164.5079 - logits_profile_predictions_loss: 163.3177 - logcount_predictions_loss: 0.6612 55/2448 [..............................] - ETA: 6:03 - loss: 164.5473 - logits_profile_predictions_loss: 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[>.............................] - ETA: 6:00 - loss: 165.8335 - logits_profile_predictions_loss: 164.6561 - logcount_predictions_loss: 0.6541 83/2448 [>.............................] - ETA: 6:00 - loss: 165.8755 - logits_profile_predictions_loss: 164.6986 - logcount_predictions_loss: 0.6538 84/2448 [>.............................] - ETA: 6:00 - loss: 165.9136 - logits_profile_predictions_loss: 164.7372 - logcount_predictions_loss: 0.6536 85/2448 [>.............................] - ETA: 5:59 - loss: 165.9503 - logits_profile_predictions_loss: 164.7743 - logcount_predictions_loss: 0.6533 86/2448 [>.............................] - ETA: 5:59 - loss: 165.9848 - logits_profile_predictions_loss: 164.8093 - logcount_predictions_loss: 0.6530 87/2448 [>.............................] - ETA: 5:59 - loss: 166.0139 - logits_profile_predictions_loss: 164.8390 - logcount_predictions_loss: 0.6528 88/2448 [>.............................] - ETA: 5:59 - loss: 166.0469 - logits_profile_predictions_loss: 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[====>.........................] - ETA: 5:06 - loss: 169.7972 - logits_profile_predictions_loss: 168.6342 - logcount_predictions_loss: 0.6461 428/2448 [====>.........................] - ETA: 5:06 - loss: 169.8016 - logits_profile_predictions_loss: 168.6385 - logcount_predictions_loss: 0.6461 429/2448 [====>.........................] - ETA: 5:06 - loss: 169.8059 - logits_profile_predictions_loss: 168.6428 - logcount_predictions_loss: 0.6462 430/2448 [====>.........................] - ETA: 5:06 - loss: 169.8100 - logits_profile_predictions_loss: 168.6469 - logcount_predictions_loss: 0.6462 431/2448 [====>.........................] - ETA: 5:06 - loss: 169.8140 - logits_profile_predictions_loss: 168.6508 - logcount_predictions_loss: 0.6462 432/2448 [====>.........................] - ETA: 5:06 - loss: 169.8181 - logits_profile_predictions_loss: 168.6548 - logcount_predictions_loss: 0.6463 433/2448 [====>.........................] - ETA: 5:05 - loss: 169.8221 - 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[=====>........................] - ETA: 4:56 - loss: 170.0028 - logits_profile_predictions_loss: 168.8372 - logcount_predictions_loss: 0.6475 493/2448 [=====>........................] - ETA: 4:56 - loss: 170.0047 - logits_profile_predictions_loss: 168.8391 - logcount_predictions_loss: 0.6476 494/2448 [=====>........................] - ETA: 4:56 - loss: 170.0064 - logits_profile_predictions_loss: 168.8408 - logcount_predictions_loss: 0.6476 495/2448 [=====>........................] - ETA: 4:56 - loss: 170.0081 - logits_profile_predictions_loss: 168.8425 - logcount_predictions_loss: 0.6476 496/2448 [=====>........................] - ETA: 4:56 - loss: 170.0098 - logits_profile_predictions_loss: 168.8441 - logcount_predictions_loss: 0.6476 497/2448 [=====>........................] - ETA: 4:56 - loss: 170.0115 - logits_profile_predictions_loss: 168.8459 - logcount_predictions_loss: 0.6476 498/2448 [=====>........................] - ETA: 4:56 - loss: 170.0132 - 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25/2448 [..............................] - ETA: 6:08 - loss: 161.0744 - logits_profile_predictions_loss: 160.1076 - logcount_predictions_loss: 0.5371 26/2448 [..............................] - ETA: 6:08 - loss: 161.4695 - logits_profile_predictions_loss: 160.4982 - logcount_predictions_loss: 0.5396 27/2448 [..............................] - ETA: 6:08 - loss: 161.7909 - logits_profile_predictions_loss: 160.8155 - logcount_predictions_loss: 0.5419 28/2448 [..............................] - ETA: 6:08 - loss: 162.1123 - logits_profile_predictions_loss: 161.1329 - logcount_predictions_loss: 0.5441 29/2448 [..............................] - ETA: 6:07 - loss: 162.3651 - logits_profile_predictions_loss: 161.3824 - logcount_predictions_loss: 0.5460 30/2448 [..............................] - ETA: 6:07 - loss: 162.6358 - logits_profile_predictions_loss: 161.6495 - logcount_predictions_loss: 0.5480 31/2448 [..............................] - ETA: 6:07 - loss: 162.9082 - 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[..............................] - ETA: 6:06 - loss: 164.1936 - logits_profile_predictions_loss: 163.1876 - logcount_predictions_loss: 0.5588 39/2448 [..............................] - ETA: 6:06 - loss: 164.3088 - logits_profile_predictions_loss: 163.3007 - logcount_predictions_loss: 0.5600 40/2448 [..............................] - ETA: 6:05 - loss: 164.4466 - logits_profile_predictions_loss: 163.4365 - logcount_predictions_loss: 0.5611 41/2448 [..............................] - ETA: 6:05 - loss: 164.6221 - logits_profile_predictions_loss: 163.6099 - logcount_predictions_loss: 0.5623 42/2448 [..............................] - ETA: 6:05 - loss: 164.7848 - logits_profile_predictions_loss: 163.7706 - logcount_predictions_loss: 0.5635 43/2448 [..............................] - ETA: 6:05 - loss: 164.9268 - logits_profile_predictions_loss: 163.9106 - logcount_predictions_loss: 0.5646 44/2448 [..............................] - ETA: 6:05 - loss: 165.0498 - logits_profile_predictions_loss: 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[..............................] - ETA: 6:01 - loss: 166.6080 - logits_profile_predictions_loss: 165.5455 - logcount_predictions_loss: 0.5902 72/2448 [..............................] - ETA: 6:01 - loss: 166.6380 - logits_profile_predictions_loss: 165.5742 - logcount_predictions_loss: 0.5910 73/2448 [..............................] - ETA: 6:01 - loss: 166.6659 - logits_profile_predictions_loss: 165.6008 - logcount_predictions_loss: 0.5917 74/2448 [..............................] - ETA: 6:01 - loss: 166.6935 - logits_profile_predictions_loss: 165.6271 - logcount_predictions_loss: 0.5924 75/2448 [..............................] - ETA: 6:01 - loss: 166.7272 - logits_profile_predictions_loss: 165.6596 - logcount_predictions_loss: 0.5931 76/2448 [..............................] - ETA: 6:00 - loss: 166.7607 - logits_profile_predictions_loss: 165.6920 - logcount_predictions_loss: 0.5938 77/2448 [..............................] - ETA: 6:00 - loss: 166.7872 - logits_profile_predictions_loss: 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[============================>.] - ETA: 0s - loss: 169.6529 - logits_profile_predictions_loss: 168.5621 - logcount_predictions_loss: 0.6060 2446/2448 [============================>.] - ETA: 0s - loss: 169.6530 - logits_profile_predictions_loss: 168.5622 - logcount_predictions_loss: 0.6060 2447/2448 [============================>.] - ETA: 0s - loss: 169.6530 - logits_profile_predictions_loss: 168.5622 - logcount_predictions_loss: 0.6060 2448/2448 [==============================] - ETA: 0s - loss: 169.6531 - logits_profile_predictions_loss: 168.5623 - logcount_predictions_loss: 0.6060 2448/2448 [==============================] - 390s 159ms/step - loss: 169.6531 - logits_profile_predictions_loss: 168.5623 - logcount_predictions_loss: 0.6060 - val_loss: 197.4562 - val_logits_profile_predictions_loss: 196.3018 - val_logcount_predictions_loss: 0.6413 + +Epoch 00005: val_loss did not improve from 197.37691 +Epoch 6/50 + 1/2448 [..............................] - ETA: 7:30 - loss: 162.2733 - 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[..............................] - ETA: 6:08 - loss: 170.9724 - logits_profile_predictions_loss: 169.9086 - logcount_predictions_loss: 0.5910 42/2448 [..............................] - ETA: 6:08 - loss: 170.9478 - logits_profile_predictions_loss: 169.8838 - logcount_predictions_loss: 0.5911 43/2448 [..............................] - ETA: 6:08 - loss: 170.9029 - logits_profile_predictions_loss: 169.8388 - logcount_predictions_loss: 0.5912 44/2448 [..............................] - ETA: 6:08 - loss: 170.8428 - logits_profile_predictions_loss: 169.7784 - logcount_predictions_loss: 0.5914 45/2448 [..............................] - ETA: 6:07 - loss: 170.7667 - logits_profile_predictions_loss: 169.7020 - logcount_predictions_loss: 0.5915 46/2448 [..............................] - ETA: 6:07 - loss: 170.6988 - logits_profile_predictions_loss: 169.6338 - logcount_predictions_loss: 0.5917 47/2448 [..............................] - ETA: 6:07 - loss: 170.6212 - logits_profile_predictions_loss: 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[==>...........................] - ETA: 5:34 - loss: 168.1619 - logits_profile_predictions_loss: 167.1100 - logcount_predictions_loss: 0.5844 264/2448 [==>...........................] - ETA: 5:34 - loss: 168.1612 - logits_profile_predictions_loss: 167.1093 - logcount_predictions_loss: 0.5843 265/2448 [==>...........................] - ETA: 5:34 - loss: 168.1603 - logits_profile_predictions_loss: 167.1086 - logcount_predictions_loss: 0.5843 266/2448 [==>...........................] - ETA: 5:34 - loss: 168.1593 - logits_profile_predictions_loss: 167.1076 - logcount_predictions_loss: 0.5843 267/2448 [==>...........................] - ETA: 5:33 - loss: 168.1585 - logits_profile_predictions_loss: 167.1069 - logcount_predictions_loss: 0.5842 268/2448 [==>...........................] - ETA: 5:33 - loss: 168.1578 - logits_profile_predictions_loss: 167.1063 - logcount_predictions_loss: 0.5842 269/2448 [==>...........................] - ETA: 5:33 - loss: 168.1578 - 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[==>...........................] - ETA: 5:32 - loss: 168.1580 - logits_profile_predictions_loss: 167.1071 - logcount_predictions_loss: 0.5838 277/2448 [==>...........................] - ETA: 5:32 - loss: 168.1596 - logits_profile_predictions_loss: 167.1088 - logcount_predictions_loss: 0.5838 278/2448 [==>...........................] - ETA: 5:31 - loss: 168.1610 - logits_profile_predictions_loss: 167.1103 - logcount_predictions_loss: 0.5837 279/2448 [==>...........................] - ETA: 5:31 - loss: 168.1627 - logits_profile_predictions_loss: 167.1121 - logcount_predictions_loss: 0.5837 280/2448 [==>...........................] - ETA: 5:31 - loss: 168.1643 - logits_profile_predictions_loss: 167.1137 - logcount_predictions_loss: 0.5836 281/2448 [==>...........................] - ETA: 5:31 - loss: 168.1653 - logits_profile_predictions_loss: 167.1148 - logcount_predictions_loss: 0.5836 282/2448 [==>...........................] - ETA: 5:31 - loss: 168.1664 - 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[==>...........................] - ETA: 5:28 - loss: 168.2049 - logits_profile_predictions_loss: 167.1558 - logcount_predictions_loss: 0.5828 303/2448 [==>...........................] - ETA: 5:28 - loss: 168.2069 - logits_profile_predictions_loss: 167.1579 - logcount_predictions_loss: 0.5828 304/2448 [==>...........................] - ETA: 5:27 - loss: 168.2091 - logits_profile_predictions_loss: 167.1601 - logcount_predictions_loss: 0.5828 305/2448 [==>...........................] - ETA: 5:27 - loss: 168.2114 - logits_profile_predictions_loss: 167.1625 - logcount_predictions_loss: 0.5827 306/2448 [==>...........................] - ETA: 5:27 - loss: 168.2143 - logits_profile_predictions_loss: 167.1655 - logcount_predictions_loss: 0.5827 307/2448 [==>...........................] - ETA: 5:27 - loss: 168.2173 - logits_profile_predictions_loss: 167.1685 - logcount_predictions_loss: 0.5827 308/2448 [==>...........................] - ETA: 5:27 - loss: 168.2206 - logits_profile_predictions_loss: 167.1718 - logcount_predictions_loss: 0.5826 309/2448 [==>...........................] - ETA: 5:27 - loss: 168.2242 - logits_profile_predictions_loss: 167.1755 - logcount_predictions_loss: 0.5826 310/2448 [==>...........................] - ETA: 5:27 - loss: 168.2278 - logits_profile_predictions_loss: 167.1791 - logcount_predictions_loss: 0.5826 311/2448 [==>...........................] - ETA: 5:26 - loss: 168.2310 - logits_profile_predictions_loss: 167.1823 - logcount_predictions_loss: 0.5826 312/2448 [==>...........................] - ETA: 5:26 - loss: 168.2341 - logits_profile_predictions_loss: 167.1855 - logcount_predictions_loss: 0.5825 313/2448 [==>...........................] - ETA: 5:26 - loss: 168.2371 - logits_profile_predictions_loss: 167.1885 - logcount_predictions_loss: 0.5825 314/2448 [==>...........................] - ETA: 5:26 - loss: 168.2399 - logits_profile_predictions_loss: 167.1914 - logcount_predictions_loss: 0.5825 315/2448 [==>...........................] - ETA: 5:26 - loss: 168.2428 - logits_profile_predictions_loss: 167.1943 - logcount_predictions_loss: 0.5825 316/2448 [==>...........................] - ETA: 5:26 - loss: 168.2454 - logits_profile_predictions_loss: 167.1970 - logcount_predictions_loss: 0.5824 317/2448 [==>...........................] - ETA: 5:25 - loss: 168.2480 - logits_profile_predictions_loss: 167.1996 - logcount_predictions_loss: 0.5824 318/2448 [==>...........................] - ETA: 5:25 - loss: 168.2506 - logits_profile_predictions_loss: 167.2022 - logcount_predictions_loss: 0.5824 319/2448 [==>...........................] - ETA: 5:25 - loss: 168.2533 - logits_profile_predictions_loss: 167.2050 - logcount_predictions_loss: 0.5824 320/2448 [==>...........................] - ETA: 5:25 - loss: 168.2567 - logits_profile_predictions_loss: 167.2084 - logcount_predictions_loss: 0.5824 321/2448 [==>...........................] - ETA: 5:25 - loss: 168.2600 - logits_profile_predictions_loss: 167.2118 - logcount_predictions_loss: 0.5823 322/2448 [==>...........................] - ETA: 5:25 - loss: 168.2632 - logits_profile_predictions_loss: 167.2150 - logcount_predictions_loss: 0.5823 323/2448 [==>...........................] - ETA: 5:25 - loss: 168.2663 - logits_profile_predictions_loss: 167.2182 - logcount_predictions_loss: 0.5823 324/2448 [==>...........................] - ETA: 5:24 - loss: 168.2696 - logits_profile_predictions_loss: 167.2215 - logcount_predictions_loss: 0.5823 325/2448 [==>...........................] - ETA: 5:24 - loss: 168.2727 - logits_profile_predictions_loss: 167.2246 - logcount_predictions_loss: 0.5823 326/2448 [==>...........................] - ETA: 5:24 - loss: 168.2756 - logits_profile_predictions_loss: 167.2275 - logcount_predictions_loss: 0.5823 327/2448 [===>..........................] - ETA: 5:24 - loss: 168.2784 - logits_profile_predictions_loss: 167.2303 - logcount_predictions_loss: 0.5823 328/2448 [===>..........................] - ETA: 5:24 - loss: 168.2810 - logits_profile_predictions_loss: 167.2329 - logcount_predictions_loss: 0.5823 329/2448 [===>..........................] - ETA: 5:24 - loss: 168.2838 - logits_profile_predictions_loss: 167.2358 - logcount_predictions_loss: 0.5822 330/2448 [===>..........................] - ETA: 5:24 - loss: 168.2866 - logits_profile_predictions_loss: 167.2386 - logcount_predictions_loss: 0.5822 331/2448 [===>..........................] - ETA: 5:23 - loss: 168.2896 - logits_profile_predictions_loss: 167.2416 - logcount_predictions_loss: 0.5822 332/2448 [===>..........................] - ETA: 5:23 - loss: 168.2928 - logits_profile_predictions_loss: 167.2449 - logcount_predictions_loss: 0.5822 333/2448 [===>..........................] - ETA: 5:23 - loss: 168.2956 - logits_profile_predictions_loss: 167.2477 - logcount_predictions_loss: 0.5822 334/2448 [===>..........................] - ETA: 5:23 - loss: 168.2985 - logits_profile_predictions_loss: 167.2505 - logcount_predictions_loss: 0.5822 335/2448 [===>..........................] - ETA: 5:23 - loss: 168.3010 - logits_profile_predictions_loss: 167.2530 - logcount_predictions_loss: 0.5822 336/2448 [===>..........................] - ETA: 5:23 - loss: 168.3038 - logits_profile_predictions_loss: 167.2558 - logcount_predictions_loss: 0.5822 337/2448 [===>..........................] - ETA: 5:23 - loss: 168.3063 - logits_profile_predictions_loss: 167.2584 - logcount_predictions_loss: 0.5822 338/2448 [===>..........................] - ETA: 5:22 - loss: 168.3090 - logits_profile_predictions_loss: 167.2611 - logcount_predictions_loss: 0.5822 339/2448 [===>..........................] - ETA: 5:22 - loss: 168.3123 - logits_profile_predictions_loss: 167.2644 - logcount_predictions_loss: 0.5822 340/2448 [===>..........................] - ETA: 5:22 - loss: 168.3154 - logits_profile_predictions_loss: 167.2675 - logcount_predictions_loss: 0.5822 341/2448 [===>..........................] - ETA: 5:22 - loss: 168.3182 - logits_profile_predictions_loss: 167.2703 - logcount_predictions_loss: 0.5821 342/2448 [===>..........................] - ETA: 5:22 - loss: 168.3209 - logits_profile_predictions_loss: 167.2731 - logcount_predictions_loss: 0.5821 343/2448 [===>..........................] - ETA: 5:22 - loss: 168.3235 - logits_profile_predictions_loss: 167.2756 - logcount_predictions_loss: 0.5821 344/2448 [===>..........................] - ETA: 5:21 - loss: 168.3261 - logits_profile_predictions_loss: 167.2782 - logcount_predictions_loss: 0.5821 345/2448 [===>..........................] - ETA: 5:21 - loss: 168.3288 - logits_profile_predictions_loss: 167.2809 - logcount_predictions_loss: 0.5821 346/2448 [===>..........................] - ETA: 5:21 - loss: 168.3315 - logits_profile_predictions_loss: 167.2836 - logcount_predictions_loss: 0.5821 347/2448 [===>..........................] - ETA: 5:21 - loss: 168.3344 - logits_profile_predictions_loss: 167.2866 - logcount_predictions_loss: 0.5821 348/2448 [===>..........................] - ETA: 5:21 - loss: 168.3375 - logits_profile_predictions_loss: 167.2896 - logcount_predictions_loss: 0.5821 349/2448 [===>..........................] - ETA: 5:21 - loss: 168.3405 - logits_profile_predictions_loss: 167.2927 - logcount_predictions_loss: 0.5821 350/2448 [===>..........................] - ETA: 5:21 - loss: 168.3435 - logits_profile_predictions_loss: 167.2957 - logcount_predictions_loss: 0.5821 351/2448 [===>..........................] - ETA: 5:20 - loss: 168.3466 - logits_profile_predictions_loss: 167.2988 - logcount_predictions_loss: 0.5821 352/2448 [===>..........................] - ETA: 5:20 - loss: 168.3497 - logits_profile_predictions_loss: 167.3019 - logcount_predictions_loss: 0.5821 353/2448 [===>..........................] - ETA: 5:20 - loss: 168.3525 - logits_profile_predictions_loss: 167.3047 - logcount_predictions_loss: 0.5821 354/2448 [===>..........................] - ETA: 5:20 - loss: 168.3559 - logits_profile_predictions_loss: 167.3081 - logcount_predictions_loss: 0.5821 355/2448 [===>..........................] - ETA: 5:20 - loss: 168.3592 - logits_profile_predictions_loss: 167.3114 - logcount_predictions_loss: 0.5821 356/2448 [===>..........................] - ETA: 5:20 - loss: 168.3625 - logits_profile_predictions_loss: 167.3147 - logcount_predictions_loss: 0.5821 357/2448 [===>..........................] - ETA: 5:19 - loss: 168.3660 - logits_profile_predictions_loss: 167.3182 - logcount_predictions_loss: 0.5821 358/2448 [===>..........................] - ETA: 5:19 - loss: 168.3695 - logits_profile_predictions_loss: 167.3217 - logcount_predictions_loss: 0.5821 359/2448 [===>..........................] - ETA: 5:19 - loss: 168.3729 - logits_profile_predictions_loss: 167.3250 - logcount_predictions_loss: 0.5821 360/2448 [===>..........................] - ETA: 5:19 - loss: 168.3763 - logits_profile_predictions_loss: 167.3285 - logcount_predictions_loss: 0.5821 361/2448 [===>..........................] - ETA: 5:19 - loss: 168.3797 - logits_profile_predictions_loss: 167.3319 - logcount_predictions_loss: 0.5821 362/2448 [===>..........................] - ETA: 5:19 - loss: 168.3833 - logits_profile_predictions_loss: 167.3355 - logcount_predictions_loss: 0.5821 363/2448 [===>..........................] - ETA: 5:19 - loss: 168.3868 - logits_profile_predictions_loss: 167.3390 - logcount_predictions_loss: 0.5821 364/2448 [===>..........................] - ETA: 5:18 - loss: 168.3900 - logits_profile_predictions_loss: 167.3422 - logcount_predictions_loss: 0.5821 365/2448 [===>..........................] - ETA: 5:18 - loss: 168.3932 - logits_profile_predictions_loss: 167.3455 - logcount_predictions_loss: 0.5821 366/2448 [===>..........................] - ETA: 5:18 - loss: 168.3962 - logits_profile_predictions_loss: 167.3484 - logcount_predictions_loss: 0.5821 367/2448 [===>..........................] - ETA: 5:18 - loss: 168.3988 - logits_profile_predictions_loss: 167.3511 - logcount_predictions_loss: 0.5821 368/2448 [===>..........................] - ETA: 5:18 - loss: 168.4015 - logits_profile_predictions_loss: 167.3537 - logcount_predictions_loss: 0.5821 369/2448 [===>..........................] - ETA: 5:18 - loss: 168.4040 - logits_profile_predictions_loss: 167.3563 - logcount_predictions_loss: 0.5821 370/2448 [===>..........................] - ETA: 5:17 - loss: 168.4070 - logits_profile_predictions_loss: 167.3592 - logcount_predictions_loss: 0.5821 371/2448 [===>..........................] - ETA: 5:17 - loss: 168.4100 - logits_profile_predictions_loss: 167.3622 - logcount_predictions_loss: 0.5821 372/2448 [===>..........................] - ETA: 5:17 - loss: 168.4131 - logits_profile_predictions_loss: 167.3653 - logcount_predictions_loss: 0.5821 373/2448 [===>..........................] - ETA: 5:17 - loss: 168.4157 - logits_profile_predictions_loss: 167.3680 - logcount_predictions_loss: 0.5821 374/2448 [===>..........................] - ETA: 5:17 - loss: 168.4184 - logits_profile_predictions_loss: 167.3707 - logcount_predictions_loss: 0.5820 375/2448 [===>..........................] - ETA: 5:17 - loss: 168.4211 - logits_profile_predictions_loss: 167.3734 - logcount_predictions_loss: 0.5820 376/2448 [===>..........................] - ETA: 5:17 - loss: 168.4236 - logits_profile_predictions_loss: 167.3759 - logcount_predictions_loss: 0.5820 377/2448 [===>..........................] - ETA: 5:16 - loss: 168.4261 - logits_profile_predictions_loss: 167.3784 - logcount_predictions_loss: 0.5820 378/2448 [===>..........................] - ETA: 5:16 - loss: 168.4288 - logits_profile_predictions_loss: 167.3811 - logcount_predictions_loss: 0.5820 379/2448 [===>..........................] - ETA: 5:16 - loss: 168.4317 - logits_profile_predictions_loss: 167.3840 - logcount_predictions_loss: 0.5820 380/2448 [===>..........................] - ETA: 5:16 - loss: 168.4344 - logits_profile_predictions_loss: 167.3867 - logcount_predictions_loss: 0.5820 381/2448 [===>..........................] - ETA: 5:16 - loss: 168.4369 - logits_profile_predictions_loss: 167.3893 - logcount_predictions_loss: 0.5820 382/2448 [===>..........................] - ETA: 5:16 - loss: 168.4394 - logits_profile_predictions_loss: 167.3918 - logcount_predictions_loss: 0.5820 383/2448 [===>..........................] - ETA: 5:15 - loss: 168.4417 - logits_profile_predictions_loss: 167.3941 - logcount_predictions_loss: 0.5820 384/2448 [===>..........................] - ETA: 5:15 - loss: 168.4439 - logits_profile_predictions_loss: 167.3963 - logcount_predictions_loss: 0.5820 385/2448 [===>..........................] - ETA: 5:15 - loss: 168.4458 - logits_profile_predictions_loss: 167.3982 - logcount_predictions_loss: 0.5820 386/2448 [===>..........................] - ETA: 5:15 - loss: 168.4477 - logits_profile_predictions_loss: 167.4002 - logcount_predictions_loss: 0.5820 387/2448 [===>..........................] - ETA: 5:15 - loss: 168.4497 - logits_profile_predictions_loss: 167.4022 - logcount_predictions_loss: 0.5819 388/2448 [===>..........................] - ETA: 5:15 - loss: 168.4516 - logits_profile_predictions_loss: 167.4041 - logcount_predictions_loss: 0.5819 389/2448 [===>..........................] - ETA: 5:15 - loss: 168.4536 - logits_profile_predictions_loss: 167.4061 - logcount_predictions_loss: 0.5819 390/2448 [===>..........................] - ETA: 5:14 - loss: 168.4555 - logits_profile_predictions_loss: 167.4080 - logcount_predictions_loss: 0.5819 391/2448 [===>..........................] - ETA: 5:14 - loss: 168.4572 - logits_profile_predictions_loss: 167.4097 - logcount_predictions_loss: 0.5819 392/2448 [===>..........................] - ETA: 5:14 - loss: 168.4588 - logits_profile_predictions_loss: 167.4114 - logcount_predictions_loss: 0.5819 393/2448 [===>..........................] - ETA: 5:14 - loss: 168.4603 - logits_profile_predictions_loss: 167.4129 - logcount_predictions_loss: 0.5819 394/2448 [===>..........................] - ETA: 5:14 - loss: 168.4620 - logits_profile_predictions_loss: 167.4145 - logcount_predictions_loss: 0.5819 395/2448 [===>..........................] - ETA: 5:14 - loss: 168.4638 - logits_profile_predictions_loss: 167.4164 - logcount_predictions_loss: 0.5819 396/2448 [===>..........................] - ETA: 5:13 - loss: 168.4658 - logits_profile_predictions_loss: 167.4184 - logcount_predictions_loss: 0.5819 397/2448 [===>..........................] - ETA: 5:13 - loss: 168.4680 - logits_profile_predictions_loss: 167.4206 - logcount_predictions_loss: 0.5819 398/2448 [===>..........................] - ETA: 5:13 - loss: 168.4702 - logits_profile_predictions_loss: 167.4228 - logcount_predictions_loss: 0.5819 399/2448 [===>..........................] - ETA: 5:13 - loss: 168.4723 - logits_profile_predictions_loss: 167.4249 - logcount_predictions_loss: 0.5819 400/2448 [===>..........................] - ETA: 5:13 - loss: 168.4743 - logits_profile_predictions_loss: 167.4269 - logcount_predictions_loss: 0.5819 401/2448 [===>..........................] - ETA: 5:13 - loss: 168.4764 - logits_profile_predictions_loss: 167.4290 - logcount_predictions_loss: 0.5819 402/2448 [===>..........................] - ETA: 5:13 - loss: 168.4781 - logits_profile_predictions_loss: 167.4308 - logcount_predictions_loss: 0.5818 403/2448 [===>..........................] - ETA: 5:12 - loss: 168.4799 - logits_profile_predictions_loss: 167.4325 - logcount_predictions_loss: 0.5818 404/2448 [===>..........................] - ETA: 5:12 - loss: 168.4817 - logits_profile_predictions_loss: 167.4344 - logcount_predictions_loss: 0.5818 405/2448 [===>..........................] - ETA: 5:12 - loss: 168.4834 - logits_profile_predictions_loss: 167.4361 - logcount_predictions_loss: 0.5818 406/2448 [===>..........................] - ETA: 5:12 - loss: 168.4853 - logits_profile_predictions_loss: 167.4379 - logcount_predictions_loss: 0.5818 407/2448 [===>..........................] - ETA: 5:12 - loss: 168.4869 - logits_profile_predictions_loss: 167.4397 - logcount_predictions_loss: 0.5818 408/2448 [====>.........................] - ETA: 5:12 - loss: 168.4887 - logits_profile_predictions_loss: 167.4414 - logcount_predictions_loss: 0.5818 409/2448 [====>.........................] - ETA: 5:11 - loss: 168.4905 - logits_profile_predictions_loss: 167.4432 - logcount_predictions_loss: 0.5818 410/2448 [====>.........................] - ETA: 5:11 - loss: 168.4922 - logits_profile_predictions_loss: 167.4449 - logcount_predictions_loss: 0.5818 411/2448 [====>.........................] - ETA: 5:11 - loss: 168.4941 - logits_profile_predictions_loss: 167.4468 - logcount_predictions_loss: 0.5818 412/2448 [====>.........................] - ETA: 5:11 - loss: 168.4959 - logits_profile_predictions_loss: 167.4487 - logcount_predictions_loss: 0.5818 413/2448 [====>.........................] - ETA: 5:11 - loss: 168.4979 - logits_profile_predictions_loss: 167.4507 - logcount_predictions_loss: 0.5818 414/2448 [====>.........................] - ETA: 5:11 - loss: 168.4998 - logits_profile_predictions_loss: 167.4526 - logcount_predictions_loss: 0.5818 415/2448 [====>.........................] - ETA: 5:11 - loss: 168.5015 - logits_profile_predictions_loss: 167.4543 - logcount_predictions_loss: 0.5818 416/2448 [====>.........................] - ETA: 5:10 - loss: 168.5033 - logits_profile_predictions_loss: 167.4561 - logcount_predictions_loss: 0.5818 417/2448 [====>.........................] - ETA: 5:10 - loss: 168.5049 - logits_profile_predictions_loss: 167.4577 - logcount_predictions_loss: 0.5818 418/2448 [====>.........................] - ETA: 5:10 - loss: 168.5065 - logits_profile_predictions_loss: 167.4593 - logcount_predictions_loss: 0.5818 419/2448 [====>.........................] - ETA: 5:10 - loss: 168.5080 - logits_profile_predictions_loss: 167.4608 - logcount_predictions_loss: 0.5818 420/2448 [====>.........................] - ETA: 5:10 - loss: 168.5095 - logits_profile_predictions_loss: 167.4624 - logcount_predictions_loss: 0.5817 421/2448 [====>.........................] - ETA: 5:10 - loss: 168.5109 - logits_profile_predictions_loss: 167.4638 - logcount_predictions_loss: 0.5817 422/2448 [====>.........................] - ETA: 5:09 - loss: 168.5123 - logits_profile_predictions_loss: 167.4652 - logcount_predictions_loss: 0.5817 423/2448 [====>.........................] - ETA: 5:09 - loss: 168.5138 - logits_profile_predictions_loss: 167.4666 - logcount_predictions_loss: 0.5817 424/2448 [====>.........................] - ETA: 5:09 - loss: 168.5152 - logits_profile_predictions_loss: 167.4680 - logcount_predictions_loss: 0.5817 425/2448 [====>.........................] - ETA: 5:09 - loss: 168.5165 - logits_profile_predictions_loss: 167.4694 - logcount_predictions_loss: 0.5817 426/2448 [====>.........................] - ETA: 5:09 - loss: 168.5180 - logits_profile_predictions_loss: 167.4708 - logcount_predictions_loss: 0.5817 427/2448 [====>.........................] - ETA: 5:09 - loss: 168.5196 - logits_profile_predictions_loss: 167.4725 - logcount_predictions_loss: 0.5817 428/2448 [====>.........................] - ETA: 5:09 - loss: 168.5211 - logits_profile_predictions_loss: 167.4740 - logcount_predictions_loss: 0.5817 429/2448 [====>.........................] - ETA: 5:08 - loss: 168.5228 - logits_profile_predictions_loss: 167.4757 - logcount_predictions_loss: 0.5817 430/2448 [====>.........................] - ETA: 5:08 - loss: 168.5246 - logits_profile_predictions_loss: 167.4775 - logcount_predictions_loss: 0.5817 431/2448 [====>.........................] - ETA: 5:08 - loss: 168.5264 - logits_profile_predictions_loss: 167.4793 - logcount_predictions_loss: 0.5817 432/2448 [====>.........................] - ETA: 5:08 - loss: 168.5281 - logits_profile_predictions_loss: 167.4810 - logcount_predictions_loss: 0.5817 433/2448 [====>.........................] - ETA: 5:08 - loss: 168.5297 - logits_profile_predictions_loss: 167.4826 - logcount_predictions_loss: 0.5817 434/2448 [====>.........................] - ETA: 5:08 - loss: 168.5314 - logits_profile_predictions_loss: 167.4843 - logcount_predictions_loss: 0.5817 435/2448 [====>.........................] - ETA: 5:08 - loss: 168.5330 - logits_profile_predictions_loss: 167.4859 - logcount_predictions_loss: 0.5817 436/2448 [====>.........................] - ETA: 5:07 - loss: 168.5346 - logits_profile_predictions_loss: 167.4876 - logcount_predictions_loss: 0.5817 437/2448 [====>.........................] - ETA: 5:07 - loss: 168.5363 - logits_profile_predictions_loss: 167.4892 - logcount_predictions_loss: 0.5817 438/2448 [====>.........................] - ETA: 5:07 - loss: 168.5379 - logits_profile_predictions_loss: 167.4908 - logcount_predictions_loss: 0.5817 439/2448 [====>.........................] - ETA: 5:07 - loss: 168.5394 - logits_profile_predictions_loss: 167.4923 - logcount_predictions_loss: 0.5817 440/2448 [====>.........................] - ETA: 5:07 - loss: 168.5410 - logits_profile_predictions_loss: 167.4939 - logcount_predictions_loss: 0.5817 441/2448 [====>.........................] - ETA: 5:07 - loss: 168.5426 - logits_profile_predictions_loss: 167.4955 - logcount_predictions_loss: 0.5817 442/2448 [====>.........................] - ETA: 5:06 - loss: 168.5441 - logits_profile_predictions_loss: 167.4970 - logcount_predictions_loss: 0.5817 443/2448 [====>.........................] - ETA: 5:06 - loss: 168.5458 - logits_profile_predictions_loss: 167.4987 - logcount_predictions_loss: 0.5817 444/2448 [====>.........................] - ETA: 5:06 - loss: 168.5476 - logits_profile_predictions_loss: 167.5005 - logcount_predictions_loss: 0.5817 445/2448 [====>.........................] - ETA: 5:06 - loss: 168.5493 - logits_profile_predictions_loss: 167.5022 - logcount_predictions_loss: 0.5817 446/2448 [====>.........................] - ETA: 5:06 - loss: 168.5509 - logits_profile_predictions_loss: 167.5038 - logcount_predictions_loss: 0.5817 447/2448 [====>.........................] - ETA: 5:06 - loss: 168.5525 - logits_profile_predictions_loss: 167.5054 - logcount_predictions_loss: 0.5817 448/2448 [====>.........................] - ETA: 5:06 - loss: 168.5543 - logits_profile_predictions_loss: 167.5071 - logcount_predictions_loss: 0.5817 449/2448 [====>.........................] - ETA: 5:05 - loss: 168.5559 - logits_profile_predictions_loss: 167.5088 - logcount_predictions_loss: 0.5817 450/2448 [====>.........................] - ETA: 5:05 - loss: 168.5575 - logits_profile_predictions_loss: 167.5104 - logcount_predictions_loss: 0.5817 451/2448 [====>.........................] - ETA: 5:05 - loss: 168.5590 - logits_profile_predictions_loss: 167.5118 - logcount_predictions_loss: 0.5817 452/2448 [====>.........................] - ETA: 5:05 - loss: 168.5604 - logits_profile_predictions_loss: 167.5133 - logcount_predictions_loss: 0.5817 453/2448 [====>.........................] - ETA: 5:05 - loss: 168.5616 - logits_profile_predictions_loss: 167.5145 - logcount_predictions_loss: 0.5818 454/2448 [====>.........................] - ETA: 5:05 - loss: 168.5628 - logits_profile_predictions_loss: 167.5156 - logcount_predictions_loss: 0.5818 455/2448 [====>.........................] - ETA: 5:04 - loss: 168.5639 - logits_profile_predictions_loss: 167.5167 - logcount_predictions_loss: 0.5818 456/2448 [====>.........................] - ETA: 5:04 - loss: 168.5649 - logits_profile_predictions_loss: 167.5177 - logcount_predictions_loss: 0.5818 457/2448 [====>.........................] - ETA: 5:04 - loss: 168.5658 - logits_profile_predictions_loss: 167.5186 - logcount_predictions_loss: 0.5818 458/2448 [====>.........................] - ETA: 5:04 - loss: 168.5666 - logits_profile_predictions_loss: 167.5193 - logcount_predictions_loss: 0.5818 459/2448 [====>.........................] - ETA: 5:04 - loss: 168.5672 - logits_profile_predictions_loss: 167.5200 - logcount_predictions_loss: 0.5818 460/2448 [====>.........................] - ETA: 5:04 - loss: 168.5677 - logits_profile_predictions_loss: 167.5205 - logcount_predictions_loss: 0.5818 461/2448 [====>.........................] - ETA: 5:04 - loss: 168.5681 - logits_profile_predictions_loss: 167.5209 - logcount_predictions_loss: 0.5818 462/2448 [====>.........................] - ETA: 5:03 - loss: 168.5686 - logits_profile_predictions_loss: 167.5214 - logcount_predictions_loss: 0.5818 463/2448 [====>.........................] - ETA: 5:03 - loss: 168.5694 - logits_profile_predictions_loss: 167.5221 - logcount_predictions_loss: 0.5818 464/2448 [====>.........................] - ETA: 5:03 - loss: 168.5702 - logits_profile_predictions_loss: 167.5229 - logcount_predictions_loss: 0.5818 465/2448 [====>.........................] - ETA: 5:03 - loss: 168.5708 - logits_profile_predictions_loss: 167.5236 - logcount_predictions_loss: 0.5818 466/2448 [====>.........................] - ETA: 5:03 - loss: 168.5713 - logits_profile_predictions_loss: 167.5240 - logcount_predictions_loss: 0.5818 467/2448 [====>.........................] - ETA: 5:03 - loss: 168.5717 - logits_profile_predictions_loss: 167.5245 - logcount_predictions_loss: 0.5818 468/2448 [====>.........................] - ETA: 5:03 - loss: 168.5719 - logits_profile_predictions_loss: 167.5246 - logcount_predictions_loss: 0.5818 469/2448 [====>.........................] - ETA: 5:02 - loss: 168.5719 - logits_profile_predictions_loss: 167.5246 - logcount_predictions_loss: 0.5818 470/2448 [====>.........................] - ETA: 5:02 - loss: 168.5719 - logits_profile_predictions_loss: 167.5247 - logcount_predictions_loss: 0.5818 471/2448 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loss: 169.3781 - logits_profile_predictions_loss: 168.3394 - logcount_predictions_loss: 0.5770 2429/2448 [============================>.] - ETA: 2s - loss: 169.3780 - logits_profile_predictions_loss: 168.3394 - logcount_predictions_loss: 0.5770 2430/2448 [============================>.] - ETA: 2s - loss: 169.3780 - logits_profile_predictions_loss: 168.3393 - logcount_predictions_loss: 0.5770 2431/2448 [============================>.] - ETA: 2s - loss: 169.3779 - logits_profile_predictions_loss: 168.3393 - logcount_predictions_loss: 0.5770 2432/2448 [============================>.] - ETA: 2s - loss: 169.3778 - logits_profile_predictions_loss: 168.3392 - logcount_predictions_loss: 0.5770 2433/2448 [============================>.] - ETA: 2s - loss: 169.3778 - logits_profile_predictions_loss: 168.3391 - logcount_predictions_loss: 0.5770 2434/2448 [============================>.] - ETA: 2s - loss: 169.3777 - logits_profile_predictions_loss: 168.3390 - logcount_predictions_loss: 0.5770 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logits_profile_predictions_loss: 168.3385 - logcount_predictions_loss: 0.5770 2442/2448 [============================>.] - ETA: 0s - loss: 169.3770 - logits_profile_predictions_loss: 168.3384 - logcount_predictions_loss: 0.5770 2443/2448 [============================>.] - ETA: 0s - loss: 169.3769 - logits_profile_predictions_loss: 168.3383 - logcount_predictions_loss: 0.5770 2444/2448 [============================>.] - ETA: 0s - loss: 169.3768 - logits_profile_predictions_loss: 168.3382 - logcount_predictions_loss: 0.5770 2445/2448 [============================>.] - ETA: 0s - loss: 169.3767 - logits_profile_predictions_loss: 168.3381 - logcount_predictions_loss: 0.5770 2446/2448 [============================>.] - ETA: 0s - loss: 169.3766 - logits_profile_predictions_loss: 168.3380 - logcount_predictions_loss: 0.5770 2447/2448 [============================>.] - ETA: 0s - loss: 169.3765 - logits_profile_predictions_loss: 168.3379 - logcount_predictions_loss: 0.5770 2448/2448 [==============================] - ETA: 0s - loss: 169.3764 - logits_profile_predictions_loss: 168.3378 - logcount_predictions_loss: 0.5770 2448/2448 [==============================] - 391s 160ms/step - loss: 169.3764 - logits_profile_predictions_loss: 168.3377 - logcount_predictions_loss: 0.5770 - val_loss: 198.8328 - val_logits_profile_predictions_loss: 197.7356 - val_logcount_predictions_loss: 0.6095 + +Epoch 00006: val_loss did not improve from 197.37691 +Epoch 7/50 + 1/2448 [..............................] - ETA: 14:21 - loss: 166.4621 - logits_profile_predictions_loss: 165.3133 - logcount_predictions_loss: 0.6382 2/2448 [..............................] - ETA: 6:18 - loss: 169.1537 - logits_profile_predictions_loss: 168.1011 - logcount_predictions_loss: 0.5848  3/2448 [..............................] - ETA: 6:15 - loss: 170.5158 - logits_profile_predictions_loss: 169.5036 - logcount_predictions_loss: 0.5623 4/2448 [..............................] - ETA: 6:13 - loss: 172.6517 - logits_profile_predictions_loss: 171.6458 - logcount_predictions_loss: 0.5588 5/2448 [..............................] - ETA: 6:11 - loss: 172.5656 - logits_profile_predictions_loss: 171.5599 - logcount_predictions_loss: 0.5587 6/2448 [..............................] - ETA: 6:11 - loss: 171.7584 - logits_profile_predictions_loss: 170.7577 - logcount_predictions_loss: 0.5559 7/2448 [..............................] - ETA: 6:10 - loss: 170.5832 - logits_profile_predictions_loss: 169.5900 - logcount_predictions_loss: 0.5518 8/2448 [..............................] - ETA: 6:10 - loss: 169.3649 - logits_profile_predictions_loss: 168.3777 - logcount_predictions_loss: 0.5484 9/2448 [..............................] - ETA: 6:09 - loss: 168.5923 - logits_profile_predictions_loss: 167.6091 - logcount_predictions_loss: 0.5462 10/2448 [..............................] - ETA: 6:09 - loss: 168.1267 - logits_profile_predictions_loss: 167.1507 - logcount_predictions_loss: 0.5422 11/2448 [..............................] - ETA: 6:09 - loss: 167.9048 - logits_profile_predictions_loss: 166.9329 - logcount_predictions_loss: 0.5399 12/2448 [..............................] - ETA: 6:09 - loss: 167.5227 - logits_profile_predictions_loss: 166.5526 - logcount_predictions_loss: 0.5389 13/2448 [..............................] - ETA: 6:09 - loss: 167.2100 - logits_profile_predictions_loss: 166.2425 - logcount_predictions_loss: 0.5375 14/2448 [..............................] - ETA: 6:09 - loss: 166.8826 - logits_profile_predictions_loss: 165.9189 - logcount_predictions_loss: 0.5354 15/2448 [..............................] - ETA: 6:08 - loss: 166.5423 - logits_profile_predictions_loss: 165.5820 - logcount_predictions_loss: 0.5335 16/2448 [..............................] - ETA: 6:08 - loss: 166.3011 - logits_profile_predictions_loss: 165.3443 - logcount_predictions_loss: 0.5316 17/2448 [..............................] - ETA: 6:08 - loss: 166.1217 - logits_profile_predictions_loss: 165.1678 - logcount_predictions_loss: 0.5299 18/2448 [..............................] - ETA: 6:08 - loss: 166.1205 - logits_profile_predictions_loss: 165.1693 - logcount_predictions_loss: 0.5284 19/2448 [..............................] - ETA: 6:07 - loss: 166.0338 - logits_profile_predictions_loss: 165.0848 - logcount_predictions_loss: 0.5273 20/2448 [..............................] - ETA: 6:07 - loss: 165.8913 - logits_profile_predictions_loss: 164.9447 - logcount_predictions_loss: 0.5259 21/2448 [..............................] - ETA: 6:07 - loss: 165.7739 - logits_profile_predictions_loss: 164.8297 - logcount_predictions_loss: 0.5245 22/2448 [..............................] - ETA: 6:07 - loss: 165.5978 - logits_profile_predictions_loss: 164.6557 - logcount_predictions_loss: 0.5234 23/2448 [..............................] - ETA: 6:07 - loss: 165.4433 - logits_profile_predictions_loss: 164.5027 - logcount_predictions_loss: 0.5226 24/2448 [..............................] - ETA: 6:06 - loss: 165.2400 - logits_profile_predictions_loss: 164.3000 - logcount_predictions_loss: 0.5222 25/2448 [..............................] - ETA: 6:06 - loss: 165.0381 - logits_profile_predictions_loss: 164.0989 - logcount_predictions_loss: 0.5218 26/2448 [..............................] - ETA: 6:06 - loss: 164.9201 - logits_profile_predictions_loss: 163.9817 - logcount_predictions_loss: 0.5213 27/2448 [..............................] - ETA: 6:06 - loss: 164.8460 - logits_profile_predictions_loss: 163.9078 - logcount_predictions_loss: 0.5212 28/2448 [..............................] - ETA: 6:06 - loss: 164.7710 - logits_profile_predictions_loss: 163.8332 - logcount_predictions_loss: 0.5210 29/2448 [..............................] - ETA: 6:06 - loss: 164.7188 - logits_profile_predictions_loss: 163.7815 - logcount_predictions_loss: 0.5208 30/2448 [..............................] - ETA: 6:05 - loss: 164.7244 - logits_profile_predictions_loss: 163.7868 - logcount_predictions_loss: 0.5209 31/2448 [..............................] - ETA: 6:05 - loss: 164.6762 - logits_profile_predictions_loss: 163.7387 - logcount_predictions_loss: 0.5209 32/2448 [..............................] - ETA: 6:05 - loss: 164.6257 - logits_profile_predictions_loss: 163.6881 - logcount_predictions_loss: 0.5209 33/2448 [..............................] - ETA: 6:05 - loss: 164.5515 - logits_profile_predictions_loss: 163.6137 - logcount_predictions_loss: 0.5210 34/2448 [..............................] - ETA: 6:05 - loss: 164.4898 - logits_profile_predictions_loss: 163.5512 - logcount_predictions_loss: 0.5214 35/2448 [..............................] - ETA: 6:05 - loss: 164.4246 - logits_profile_predictions_loss: 163.4853 - logcount_predictions_loss: 0.5218 36/2448 [..............................] - ETA: 6:04 - loss: 164.3384 - logits_profile_predictions_loss: 163.3986 - logcount_predictions_loss: 0.5221 37/2448 [..............................] - ETA: 6:04 - loss: 164.2538 - logits_profile_predictions_loss: 163.3133 - logcount_predictions_loss: 0.5225 38/2448 [..............................] - ETA: 6:04 - loss: 164.1869 - logits_profile_predictions_loss: 163.2456 - logcount_predictions_loss: 0.5229 39/2448 [..............................] - ETA: 6:04 - loss: 164.1453 - logits_profile_predictions_loss: 163.2031 - logcount_predictions_loss: 0.5235 40/2448 [..............................] - ETA: 6:04 - loss: 164.1150 - logits_profile_predictions_loss: 163.1715 - logcount_predictions_loss: 0.5241 41/2448 [..............................] - ETA: 6:04 - loss: 164.0746 - logits_profile_predictions_loss: 163.1297 - logcount_predictions_loss: 0.5249 42/2448 [..............................] - ETA: 6:03 - loss: 164.0209 - logits_profile_predictions_loss: 163.0744 - logcount_predictions_loss: 0.5259 43/2448 [..............................] - ETA: 6:03 - loss: 163.9661 - logits_profile_predictions_loss: 163.0178 - logcount_predictions_loss: 0.5268 44/2448 [..............................] - ETA: 6:03 - loss: 163.9222 - logits_profile_predictions_loss: 162.9723 - logcount_predictions_loss: 0.5277 45/2448 [..............................] - ETA: 6:03 - loss: 163.8734 - logits_profile_predictions_loss: 162.9221 - logcount_predictions_loss: 0.5285 46/2448 [..............................] - ETA: 6:03 - loss: 163.8271 - logits_profile_predictions_loss: 162.8744 - logcount_predictions_loss: 0.5293 47/2448 [..............................] - ETA: 6:03 - loss: 163.7883 - logits_profile_predictions_loss: 162.8342 - logcount_predictions_loss: 0.5301 48/2448 [..............................] - ETA: 6:02 - loss: 163.7794 - logits_profile_predictions_loss: 162.8240 - logcount_predictions_loss: 0.5308 49/2448 [..............................] - ETA: 6:02 - loss: 163.7512 - logits_profile_predictions_loss: 162.7944 - logcount_predictions_loss: 0.5316 50/2448 [..............................] - ETA: 6:02 - loss: 163.7265 - logits_profile_predictions_loss: 162.7684 - logcount_predictions_loss: 0.5323 51/2448 [..............................] - ETA: 6:02 - loss: 163.7165 - logits_profile_predictions_loss: 162.7571 - logcount_predictions_loss: 0.5330 52/2448 [..............................] - ETA: 6:02 - loss: 163.6961 - logits_profile_predictions_loss: 162.7356 - logcount_predictions_loss: 0.5336 53/2448 [..............................] - ETA: 6:02 - loss: 163.6882 - logits_profile_predictions_loss: 162.7266 - logcount_predictions_loss: 0.5342 54/2448 [..............................] - ETA: 6:02 - loss: 163.6793 - logits_profile_predictions_loss: 162.7168 - logcount_predictions_loss: 0.5347 55/2448 [..............................] - ETA: 6:01 - loss: 163.6615 - logits_profile_predictions_loss: 162.6981 - logcount_predictions_loss: 0.5352 56/2448 [..............................] - ETA: 6:01 - loss: 163.6566 - logits_profile_predictions_loss: 162.6923 - logcount_predictions_loss: 0.5357 57/2448 [..............................] - ETA: 6:01 - loss: 163.6512 - logits_profile_predictions_loss: 162.6861 - logcount_predictions_loss: 0.5362 58/2448 [..............................] - ETA: 6:01 - loss: 163.6372 - logits_profile_predictions_loss: 162.6713 - logcount_predictions_loss: 0.5366 59/2448 [..............................] - ETA: 6:01 - loss: 163.6235 - logits_profile_predictions_loss: 162.6568 - logcount_predictions_loss: 0.5370 60/2448 [..............................] - ETA: 6:01 - loss: 163.6109 - logits_profile_predictions_loss: 162.6435 - logcount_predictions_loss: 0.5374 61/2448 [..............................] - ETA: 6:00 - loss: 163.5939 - logits_profile_predictions_loss: 162.6258 - logcount_predictions_loss: 0.5379 62/2448 [..............................] - ETA: 6:00 - loss: 163.5791 - logits_profile_predictions_loss: 162.6103 - logcount_predictions_loss: 0.5382 63/2448 [..............................] - ETA: 6:00 - loss: 163.5709 - logits_profile_predictions_loss: 162.6016 - logcount_predictions_loss: 0.5385 64/2448 [..............................] - ETA: 6:00 - loss: 163.5584 - logits_profile_predictions_loss: 162.5885 - logcount_predictions_loss: 0.5389 65/2448 [..............................] - ETA: 6:00 - loss: 163.5385 - logits_profile_predictions_loss: 162.5681 - logcount_predictions_loss: 0.5391 66/2448 [..............................] - ETA: 6:00 - loss: 163.5355 - logits_profile_predictions_loss: 162.5645 - logcount_predictions_loss: 0.5395 67/2448 [..............................] - ETA: 6:00 - loss: 163.5272 - logits_profile_predictions_loss: 162.5556 - logcount_predictions_loss: 0.5398 68/2448 [..............................] - ETA: 5:59 - loss: 163.5280 - logits_profile_predictions_loss: 162.5558 - logcount_predictions_loss: 0.5401 69/2448 [..............................] - ETA: 5:59 - loss: 163.5232 - logits_profile_predictions_loss: 162.5504 - logcount_predictions_loss: 0.5404 70/2448 [..............................] - ETA: 5:59 - loss: 163.5183 - logits_profile_predictions_loss: 162.5450 - logcount_predictions_loss: 0.5407 71/2448 [..............................] - ETA: 5:59 - loss: 163.5139 - logits_profile_predictions_loss: 162.5401 - logcount_predictions_loss: 0.5410 72/2448 [..............................] - ETA: 5:59 - loss: 163.5044 - logits_profile_predictions_loss: 162.5302 - logcount_predictions_loss: 0.5412 73/2448 [..............................] - ETA: 5:59 - loss: 163.4915 - logits_profile_predictions_loss: 162.5169 - logcount_predictions_loss: 0.5414 74/2448 [..............................] - ETA: 5:59 - loss: 163.4755 - logits_profile_predictions_loss: 162.5005 - logcount_predictions_loss: 0.5417 75/2448 [..............................] - ETA: 5:58 - loss: 163.4610 - logits_profile_predictions_loss: 162.4856 - logcount_predictions_loss: 0.5419 76/2448 [..............................] - ETA: 5:58 - loss: 163.4538 - logits_profile_predictions_loss: 162.4779 - logcount_predictions_loss: 0.5422 77/2448 [..............................] - ETA: 5:58 - loss: 163.4504 - logits_profile_predictions_loss: 162.4741 - logcount_predictions_loss: 0.5424 78/2448 [..............................] - ETA: 5:58 - loss: 163.4447 - logits_profile_predictions_loss: 162.4679 - logcount_predictions_loss: 0.5427 79/2448 [..............................] - ETA: 5:58 - loss: 163.4445 - logits_profile_predictions_loss: 162.4672 - logcount_predictions_loss: 0.5429 80/2448 [..............................] - ETA: 5:58 - loss: 163.4476 - logits_profile_predictions_loss: 162.4699 - logcount_predictions_loss: 0.5432 81/2448 [..............................] - ETA: 5:57 - loss: 163.4522 - logits_profile_predictions_loss: 162.4740 - logcount_predictions_loss: 0.5434 82/2448 [>.............................] - ETA: 5:57 - loss: 163.4628 - logits_profile_predictions_loss: 162.4841 - logcount_predictions_loss: 0.5437 83/2448 [>.............................] - ETA: 5:57 - loss: 163.4733 - logits_profile_predictions_loss: 162.4941 - logcount_predictions_loss: 0.5440 84/2448 [>.............................] - ETA: 5:57 - loss: 163.4839 - logits_profile_predictions_loss: 162.5043 - logcount_predictions_loss: 0.5443 85/2448 [>.............................] - ETA: 5:57 - loss: 163.4933 - logits_profile_predictions_loss: 162.5132 - logcount_predictions_loss: 0.5445 86/2448 [>.............................] - ETA: 5:57 - loss: 163.4987 - logits_profile_predictions_loss: 162.5182 - logcount_predictions_loss: 0.5448 87/2448 [>.............................] - ETA: 5:57 - loss: 163.5107 - logits_profile_predictions_loss: 162.5298 - logcount_predictions_loss: 0.5450 88/2448 [>.............................] - ETA: 5:56 - loss: 163.5292 - logits_profile_predictions_loss: 162.5478 - logcount_predictions_loss: 0.5452 89/2448 [>.............................] - ETA: 5:56 - loss: 163.5485 - logits_profile_predictions_loss: 162.5667 - logcount_predictions_loss: 0.5454 90/2448 [>.............................] - ETA: 5:56 - loss: 163.5637 - logits_profile_predictions_loss: 162.5815 - logcount_predictions_loss: 0.5456 91/2448 [>.............................] - ETA: 5:56 - loss: 163.5771 - logits_profile_predictions_loss: 162.5947 - logcount_predictions_loss: 0.5458 92/2448 [>.............................] - ETA: 5:56 - loss: 163.5909 - logits_profile_predictions_loss: 162.6082 - logcount_predictions_loss: 0.5460 93/2448 [>.............................] - ETA: 5:56 - loss: 163.6040 - logits_profile_predictions_loss: 162.6210 - logcount_predictions_loss: 0.5461 94/2448 [>.............................] - ETA: 5:55 - loss: 163.6136 - logits_profile_predictions_loss: 162.6303 - logcount_predictions_loss: 0.5462 95/2448 [>.............................] - ETA: 5:55 - loss: 163.6254 - logits_profile_predictions_loss: 162.6419 - logcount_predictions_loss: 0.5464 96/2448 [>.............................] - ETA: 5:55 - loss: 163.6385 - logits_profile_predictions_loss: 162.6547 - logcount_predictions_loss: 0.5465 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logits_profile_predictions_loss: 162.7710 - logcount_predictions_loss: 0.5473 104/2448 [>.............................] - ETA: 5:54 - loss: 163.7739 - logits_profile_predictions_loss: 162.7887 - logcount_predictions_loss: 0.5473 105/2448 [>.............................] - ETA: 5:54 - loss: 163.7930 - logits_profile_predictions_loss: 162.8077 - logcount_predictions_loss: 0.5474 106/2448 [>.............................] - ETA: 5:54 - loss: 163.8162 - logits_profile_predictions_loss: 162.8307 - logcount_predictions_loss: 0.5475 107/2448 [>.............................] - ETA: 5:54 - loss: 163.8387 - logits_profile_predictions_loss: 162.8530 - logcount_predictions_loss: 0.5476 108/2448 [>.............................] - ETA: 5:53 - loss: 163.8592 - logits_profile_predictions_loss: 162.8734 - logcount_predictions_loss: 0.5477 109/2448 [>.............................] - ETA: 5:53 - loss: 163.8780 - logits_profile_predictions_loss: 162.8921 - logcount_predictions_loss: 0.5477 110/2448 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[===>..........................] - ETA: 5:10 - loss: 166.0020 - logits_profile_predictions_loss: 165.0030 - logcount_predictions_loss: 0.5550 397/2448 [===>..........................] - ETA: 5:10 - loss: 166.0064 - logits_profile_predictions_loss: 165.0074 - logcount_predictions_loss: 0.5550 398/2448 [===>..........................] - ETA: 5:10 - loss: 166.0108 - logits_profile_predictions_loss: 165.0118 - logcount_predictions_loss: 0.5550 399/2448 [===>..........................] - ETA: 5:10 - loss: 166.0150 - logits_profile_predictions_loss: 165.0160 - logcount_predictions_loss: 0.5550 400/2448 [===>..........................] - ETA: 5:10 - loss: 166.0192 - logits_profile_predictions_loss: 165.0201 - logcount_predictions_loss: 0.5551 401/2448 [===>..........................] - ETA: 5:10 - loss: 166.0235 - logits_profile_predictions_loss: 165.0244 - logcount_predictions_loss: 0.5551 402/2448 [===>..........................] - ETA: 5:09 - loss: 166.0279 - 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[====>.........................] - ETA: 5:08 - loss: 166.0602 - logits_profile_predictions_loss: 165.0609 - logcount_predictions_loss: 0.5552 410/2448 [====>.........................] - ETA: 5:08 - loss: 166.0651 - logits_profile_predictions_loss: 165.0657 - logcount_predictions_loss: 0.5552 411/2448 [====>.........................] - ETA: 5:08 - loss: 166.0700 - logits_profile_predictions_loss: 165.0706 - logcount_predictions_loss: 0.5552 412/2448 [====>.........................] - ETA: 5:08 - loss: 166.0747 - logits_profile_predictions_loss: 165.0753 - logcount_predictions_loss: 0.5552 413/2448 [====>.........................] - ETA: 5:08 - loss: 166.0795 - logits_profile_predictions_loss: 165.0801 - logcount_predictions_loss: 0.5552 414/2448 [====>.........................] - ETA: 5:08 - loss: 166.0841 - logits_profile_predictions_loss: 165.0847 - logcount_predictions_loss: 0.5553 415/2448 [====>.........................] - ETA: 5:07 - loss: 166.0886 - logits_profile_predictions_loss: 165.0892 - logcount_predictions_loss: 0.5553 416/2448 [====>.........................] - ETA: 5:07 - loss: 166.0931 - logits_profile_predictions_loss: 165.0936 - logcount_predictions_loss: 0.5553 417/2448 [====>.........................] - ETA: 5:07 - loss: 166.0976 - logits_profile_predictions_loss: 165.0981 - logcount_predictions_loss: 0.5553 418/2448 [====>.........................] - ETA: 5:07 - loss: 166.1019 - logits_profile_predictions_loss: 165.1024 - logcount_predictions_loss: 0.5553 419/2448 [====>.........................] - ETA: 5:07 - loss: 166.1062 - logits_profile_predictions_loss: 165.1066 - logcount_predictions_loss: 0.5553 420/2448 [====>.........................] - ETA: 5:07 - loss: 166.1104 - logits_profile_predictions_loss: 165.1108 - logcount_predictions_loss: 0.5554 421/2448 [====>.........................] - ETA: 5:07 - loss: 166.1144 - logits_profile_predictions_loss: 165.1148 - logcount_predictions_loss: 0.5554 422/2448 [====>.........................] - ETA: 5:06 - loss: 166.1186 - logits_profile_predictions_loss: 165.1189 - logcount_predictions_loss: 0.5554 423/2448 [====>.........................] - ETA: 5:06 - loss: 166.1228 - logits_profile_predictions_loss: 165.1231 - logcount_predictions_loss: 0.5554 424/2448 [====>.........................] - ETA: 5:06 - loss: 166.1269 - logits_profile_predictions_loss: 165.1271 - logcount_predictions_loss: 0.5554 425/2448 [====>.........................] - ETA: 5:06 - loss: 166.1306 - logits_profile_predictions_loss: 165.1309 - logcount_predictions_loss: 0.5554 426/2448 [====>.........................] - ETA: 5:06 - loss: 166.1343 - logits_profile_predictions_loss: 165.1345 - logcount_predictions_loss: 0.5554 427/2448 [====>.........................] - ETA: 5:06 - loss: 166.1381 - logits_profile_predictions_loss: 165.1383 - logcount_predictions_loss: 0.5555 428/2448 [====>.........................] - ETA: 5:06 - loss: 166.1421 - 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[====>.........................] - ETA: 5:05 - loss: 166.1713 - logits_profile_predictions_loss: 165.1713 - logcount_predictions_loss: 0.5556 436/2448 [====>.........................] - ETA: 5:04 - loss: 166.1758 - logits_profile_predictions_loss: 165.1757 - logcount_predictions_loss: 0.5556 437/2448 [====>.........................] - ETA: 5:04 - loss: 166.1802 - logits_profile_predictions_loss: 165.1801 - logcount_predictions_loss: 0.5556 438/2448 [====>.........................] - ETA: 5:04 - loss: 166.1844 - logits_profile_predictions_loss: 165.1843 - logcount_predictions_loss: 0.5556 439/2448 [====>.........................] - ETA: 5:04 - loss: 166.1888 - logits_profile_predictions_loss: 165.1886 - logcount_predictions_loss: 0.5556 440/2448 [====>.........................] - ETA: 5:04 - loss: 166.1930 - logits_profile_predictions_loss: 165.1929 - logcount_predictions_loss: 0.5556 441/2448 [====>.........................] - ETA: 5:05 - loss: 166.1974 - logits_profile_predictions_loss: 165.1972 - logcount_predictions_loss: 0.5557 442/2448 [====>.........................] - ETA: 5:05 - loss: 166.2016 - logits_profile_predictions_loss: 165.2015 - logcount_predictions_loss: 0.5557 443/2448 [====>.........................] - ETA: 5:04 - loss: 166.2058 - logits_profile_predictions_loss: 165.2056 - logcount_predictions_loss: 0.5557 444/2448 [====>.........................] - ETA: 5:04 - loss: 166.2099 - logits_profile_predictions_loss: 165.2097 - logcount_predictions_loss: 0.5557 445/2448 [====>.........................] - ETA: 5:04 - loss: 166.2139 - logits_profile_predictions_loss: 165.2136 - logcount_predictions_loss: 0.5557 446/2448 [====>.........................] - ETA: 5:04 - loss: 166.2177 - logits_profile_predictions_loss: 165.2174 - logcount_predictions_loss: 0.5557 447/2448 [====>.........................] - ETA: 5:04 - loss: 166.2215 - logits_profile_predictions_loss: 165.2211 - logcount_predictions_loss: 0.5557 448/2448 [====>.........................] - ETA: 5:04 - loss: 166.2251 - logits_profile_predictions_loss: 165.2248 - logcount_predictions_loss: 0.5558 449/2448 [====>.........................] - ETA: 5:04 - loss: 166.2287 - logits_profile_predictions_loss: 165.2283 - logcount_predictions_loss: 0.5558 450/2448 [====>.........................] - ETA: 5:03 - loss: 166.2323 - logits_profile_predictions_loss: 165.2320 - logcount_predictions_loss: 0.5558 451/2448 [====>.........................] - ETA: 5:03 - loss: 166.2360 - logits_profile_predictions_loss: 165.2356 - logcount_predictions_loss: 0.5558 452/2448 [====>.........................] - ETA: 5:03 - loss: 166.2398 - logits_profile_predictions_loss: 165.2394 - logcount_predictions_loss: 0.5558 453/2448 [====>.........................] - ETA: 5:03 - loss: 166.2437 - logits_profile_predictions_loss: 165.2433 - logcount_predictions_loss: 0.5558 454/2448 [====>.........................] - ETA: 5:03 - loss: 166.2475 - 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[====>.........................] - ETA: 5:02 - loss: 166.2732 - logits_profile_predictions_loss: 165.2726 - logcount_predictions_loss: 0.5559 462/2448 [====>.........................] - ETA: 5:02 - loss: 166.2765 - logits_profile_predictions_loss: 165.2759 - logcount_predictions_loss: 0.5559 463/2448 [====>.........................] - ETA: 5:01 - loss: 166.2798 - logits_profile_predictions_loss: 165.2792 - logcount_predictions_loss: 0.5559 464/2448 [====>.........................] - ETA: 5:01 - loss: 166.2832 - logits_profile_predictions_loss: 165.2825 - logcount_predictions_loss: 0.5559 465/2448 [====>.........................] - ETA: 5:01 - loss: 166.2865 - logits_profile_predictions_loss: 165.2858 - logcount_predictions_loss: 0.5560 466/2448 [====>.........................] - ETA: 5:01 - loss: 166.2897 - logits_profile_predictions_loss: 165.2890 - logcount_predictions_loss: 0.5560 467/2448 [====>.........................] - ETA: 5:01 - loss: 166.2932 - logits_profile_predictions_loss: 165.2924 - logcount_predictions_loss: 0.5560 468/2448 [====>.........................] - ETA: 5:01 - loss: 166.2968 - logits_profile_predictions_loss: 165.2960 - logcount_predictions_loss: 0.5560 469/2448 [====>.........................] - ETA: 5:00 - loss: 166.3003 - logits_profile_predictions_loss: 165.2996 - logcount_predictions_loss: 0.5560 470/2448 [====>.........................] - ETA: 5:00 - loss: 166.3039 - logits_profile_predictions_loss: 165.3031 - logcount_predictions_loss: 0.5560 471/2448 [====>.........................] - ETA: 5:00 - loss: 166.3074 - logits_profile_predictions_loss: 165.3066 - logcount_predictions_loss: 0.5560 472/2448 [====>.........................] - ETA: 5:00 - loss: 166.3108 - logits_profile_predictions_loss: 165.3100 - logcount_predictions_loss: 0.5560 473/2448 [====>.........................] - ETA: 5:00 - loss: 166.3142 - logits_profile_predictions_loss: 165.3133 - logcount_predictions_loss: 0.5560 474/2448 [====>.........................] - ETA: 5:00 - loss: 166.3176 - logits_profile_predictions_loss: 165.3167 - logcount_predictions_loss: 0.5560 475/2448 [====>.........................] - ETA: 4:59 - loss: 166.3208 - logits_profile_predictions_loss: 165.3199 - logcount_predictions_loss: 0.5561 476/2448 [====>.........................] - ETA: 4:59 - loss: 166.3241 - logits_profile_predictions_loss: 165.3232 - logcount_predictions_loss: 0.5561 477/2448 [====>.........................] - ETA: 4:59 - loss: 166.3273 - logits_profile_predictions_loss: 165.3263 - logcount_predictions_loss: 0.5561 478/2448 [====>.........................] - ETA: 4:59 - loss: 166.3304 - logits_profile_predictions_loss: 165.3295 - logcount_predictions_loss: 0.5561 479/2448 [====>.........................] - ETA: 4:59 - loss: 166.3336 - logits_profile_predictions_loss: 165.3326 - logcount_predictions_loss: 0.5561 480/2448 [====>.........................] - ETA: 4:59 - loss: 166.3369 - logits_profile_predictions_loss: 165.3359 - logcount_predictions_loss: 0.5561 481/2448 [====>.........................] - ETA: 4:59 - loss: 166.3403 - logits_profile_predictions_loss: 165.3393 - logcount_predictions_loss: 0.5561 482/2448 [====>.........................] - ETA: 4:58 - loss: 166.3438 - logits_profile_predictions_loss: 165.3428 - logcount_predictions_loss: 0.5561 483/2448 [====>.........................] - ETA: 4:58 - loss: 166.3473 - logits_profile_predictions_loss: 165.3463 - logcount_predictions_loss: 0.5561 484/2448 [====>.........................] - ETA: 4:58 - loss: 166.3509 - logits_profile_predictions_loss: 165.3499 - logcount_predictions_loss: 0.5562 485/2448 [====>.........................] - ETA: 4:58 - loss: 166.3545 - logits_profile_predictions_loss: 165.3534 - logcount_predictions_loss: 0.5562 486/2448 [====>.........................] - ETA: 4:58 - loss: 166.3581 - logits_profile_predictions_loss: 165.3570 - logcount_predictions_loss: 0.5562 487/2448 [====>.........................] - ETA: 4:58 - loss: 166.3619 - logits_profile_predictions_loss: 165.3607 - logcount_predictions_loss: 0.5562 488/2448 [====>.........................] - ETA: 4:57 - loss: 166.3654 - logits_profile_predictions_loss: 165.3642 - logcount_predictions_loss: 0.5562 489/2448 [====>.........................] - ETA: 4:57 - loss: 166.3689 - logits_profile_predictions_loss: 165.3678 - logcount_predictions_loss: 0.5562 490/2448 [=====>........................] - ETA: 4:57 - loss: 166.3724 - logits_profile_predictions_loss: 165.3712 - logcount_predictions_loss: 0.5562 491/2448 [=====>........................] - ETA: 4:57 - loss: 166.3759 - logits_profile_predictions_loss: 165.3747 - logcount_predictions_loss: 0.5562 492/2448 [=====>........................] - ETA: 4:57 - loss: 166.3795 - logits_profile_predictions_loss: 165.3782 - logcount_predictions_loss: 0.5563 493/2448 [=====>........................] - ETA: 4:57 - loss: 166.3830 - logits_profile_predictions_loss: 165.3818 - logcount_predictions_loss: 0.5563 494/2448 [=====>........................] - ETA: 4:57 - loss: 166.3866 - logits_profile_predictions_loss: 165.3853 - logcount_predictions_loss: 0.5563 495/2448 [=====>........................] - ETA: 4:56 - loss: 166.3902 - logits_profile_predictions_loss: 165.3889 - logcount_predictions_loss: 0.5563 496/2448 [=====>........................] - ETA: 4:56 - loss: 166.3940 - logits_profile_predictions_loss: 165.3927 - logcount_predictions_loss: 0.5563 497/2448 [=====>........................] - ETA: 4:56 - loss: 166.3976 - logits_profile_predictions_loss: 165.3962 - logcount_predictions_loss: 0.5563 498/2448 [=====>........................] - ETA: 4:56 - loss: 166.4014 - logits_profile_predictions_loss: 165.4001 - logcount_predictions_loss: 0.5563 499/2448 [=====>........................] - ETA: 4:56 - loss: 166.4052 - logits_profile_predictions_loss: 165.4038 - logcount_predictions_loss: 0.5563 500/2448 [=====>........................] - ETA: 4:56 - loss: 166.4091 - logits_profile_predictions_loss: 165.4076 - logcount_predictions_loss: 0.5564 501/2448 [=====>........................] - ETA: 4:55 - loss: 166.4129 - logits_profile_predictions_loss: 165.4115 - logcount_predictions_loss: 0.5564 502/2448 [=====>........................] - ETA: 4:55 - loss: 166.4168 - logits_profile_predictions_loss: 165.4154 - logcount_predictions_loss: 0.5564 503/2448 [=====>........................] - ETA: 4:55 - loss: 166.4207 - logits_profile_predictions_loss: 165.4192 - logcount_predictions_loss: 0.5564 504/2448 [=====>........................] - ETA: 4:55 - loss: 166.4244 - logits_profile_predictions_loss: 165.4229 - logcount_predictions_loss: 0.5564 505/2448 [=====>........................] - ETA: 4:55 - loss: 166.4283 - logits_profile_predictions_loss: 165.4268 - logcount_predictions_loss: 0.5564 506/2448 [=====>........................] - ETA: 4:55 - loss: 166.4321 - logits_profile_predictions_loss: 165.4305 - logcount_predictions_loss: 0.5564 507/2448 [=====>........................] - ETA: 4:55 - loss: 166.4360 - logits_profile_predictions_loss: 165.4345 - logcount_predictions_loss: 0.5564 508/2448 [=====>........................] - ETA: 4:54 - loss: 166.4401 - logits_profile_predictions_loss: 165.4386 - logcount_predictions_loss: 0.5564 509/2448 [=====>........................] - ETA: 4:54 - loss: 166.4444 - logits_profile_predictions_loss: 165.4428 - logcount_predictions_loss: 0.5565 510/2448 [=====>........................] - ETA: 4:54 - loss: 166.4487 - logits_profile_predictions_loss: 165.4471 - logcount_predictions_loss: 0.5565 511/2448 [=====>........................] - ETA: 4:54 - loss: 166.4528 - logits_profile_predictions_loss: 165.4512 - logcount_predictions_loss: 0.5565 512/2448 [=====>........................] - ETA: 4:54 - loss: 166.4571 - logits_profile_predictions_loss: 165.4554 - logcount_predictions_loss: 0.5565 513/2448 [=====>........................] - ETA: 4:54 - loss: 166.4613 - logits_profile_predictions_loss: 165.4596 - logcount_predictions_loss: 0.5565 514/2448 [=====>........................] - ETA: 4:53 - loss: 166.4655 - logits_profile_predictions_loss: 165.4638 - logcount_predictions_loss: 0.5565 515/2448 [=====>........................] - ETA: 4:53 - loss: 166.4697 - logits_profile_predictions_loss: 165.4680 - logcount_predictions_loss: 0.5565 516/2448 [=====>........................] - ETA: 4:53 - loss: 166.4737 - logits_profile_predictions_loss: 165.4720 - logcount_predictions_loss: 0.5565 517/2448 [=====>........................] - ETA: 4:53 - loss: 166.4777 - logits_profile_predictions_loss: 165.4759 - logcount_predictions_loss: 0.5565 518/2448 [=====>........................] - ETA: 4:53 - loss: 166.4816 - logits_profile_predictions_loss: 165.4799 - logcount_predictions_loss: 0.5565 519/2448 [=====>........................] - ETA: 4:53 - loss: 166.4855 - 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196.59036, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR679EFH//chrombppnet_model_encsr283tme_bias_fold_3/chrombpnet.h5 +Epoch 8/50 + 1/2448 [..............................] - ETA: 7:31 - loss: 175.9950 - logits_profile_predictions_loss: 175.1984 - logcount_predictions_loss: 0.4425 2/2448 [..............................] - ETA: 6:35 - loss: 166.6409 - logits_profile_predictions_loss: 165.8101 - logcount_predictions_loss: 0.4616 3/2448 [..............................] - ETA: 6:25 - loss: 167.6327 - logits_profile_predictions_loss: 166.7718 - logcount_predictions_loss: 0.4783 4/2448 [..............................] - ETA: 6:19 - loss: 168.1870 - logits_profile_predictions_loss: 167.2983 - logcount_predictions_loss: 0.4937 5/2448 [..............................] - ETA: 6:17 - loss: 168.5505 - logits_profile_predictions_loss: 167.6459 - logcount_predictions_loss: 0.5026 6/2448 [..............................] - ETA: 6:15 - loss: 167.9794 - 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[====>.........................] - ETA: 5:08 - loss: 165.1215 - logits_profile_predictions_loss: 164.1452 - logcount_predictions_loss: 0.5424 412/2448 [====>.........................] - ETA: 5:08 - loss: 165.1239 - logits_profile_predictions_loss: 164.1476 - logcount_predictions_loss: 0.5424 413/2448 [====>.........................] - ETA: 5:08 - loss: 165.1265 - logits_profile_predictions_loss: 164.1502 - logcount_predictions_loss: 0.5424 414/2448 [====>.........................] - ETA: 5:08 - loss: 165.1292 - logits_profile_predictions_loss: 164.1528 - logcount_predictions_loss: 0.5424 415/2448 [====>.........................] - ETA: 5:08 - loss: 165.1317 - logits_profile_predictions_loss: 164.1553 - logcount_predictions_loss: 0.5425 416/2448 [====>.........................] - ETA: 5:08 - loss: 165.1340 - logits_profile_predictions_loss: 164.1576 - logcount_predictions_loss: 0.5425 417/2448 [====>.........................] - ETA: 5:07 - loss: 165.1364 - 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logits_profile_predictions_loss: 164.1861 - logcount_predictions_loss: 0.5427 431/2448 [====>.........................] - ETA: 5:05 - loss: 165.1651 - logits_profile_predictions_loss: 164.1882 - logcount_predictions_loss: 0.5428 432/2448 [====>.........................] - ETA: 5:05 - loss: 165.1676 - logits_profile_predictions_loss: 164.1906 - logcount_predictions_loss: 0.5428 433/2448 [====>.........................] - ETA: 5:05 - loss: 165.1700 - logits_profile_predictions_loss: 164.1930 - logcount_predictions_loss: 0.5428 434/2448 [====>.........................] - ETA: 5:05 - loss: 165.1724 - logits_profile_predictions_loss: 164.1953 - logcount_predictions_loss: 0.5428 435/2448 [====>.........................] - ETA: 5:05 - loss: 165.1744 - logits_profile_predictions_loss: 164.1973 - logcount_predictions_loss: 0.5428 436/2448 [====>.........................] - ETA: 5:05 - loss: 165.1764 - logits_profile_predictions_loss: 164.1993 - logcount_predictions_loss: 0.5428 437/2448 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logits_profile_predictions_loss: 165.5089 - logcount_predictions_loss: 0.5506 2447/2448 [============================>.] - ETA: 0s - loss: 166.5004 - logits_profile_predictions_loss: 165.5093 - logcount_predictions_loss: 0.5506 2448/2448 [==============================] - ETA: 0s - loss: 166.5008 - logits_profile_predictions_loss: 165.5097 - logcount_predictions_loss: 0.5506 2448/2448 [==============================] - 388s 158ms/step - loss: 166.5012 - logits_profile_predictions_loss: 165.5101 - logcount_predictions_loss: 0.5506 - val_loss: 197.6473 - val_logits_profile_predictions_loss: 196.5859 - val_logcount_predictions_loss: 0.5896 + +Epoch 00008: val_loss did not improve from 196.59036 +Epoch 9/50 + 1/2448 [..............................] - ETA: 7:54 - loss: 209.5821 - logits_profile_predictions_loss: 208.2959 - logcount_predictions_loss: 0.7145 2/2448 [..............................] - ETA: 6:14 - loss: 188.3539 - logits_profile_predictions_loss: 187.2446 - logcount_predictions_loss: 0.6163 3/2448 [..............................] - ETA: 6:12 - loss: 180.3502 - logits_profile_predictions_loss: 179.2599 - logcount_predictions_loss: 0.6057 4/2448 [..............................] - ETA: 6:11 - loss: 176.4032 - logits_profile_predictions_loss: 175.2951 - logcount_predictions_loss: 0.6156 5/2448 [..............................] - ETA: 6:10 - loss: 172.8137 - logits_profile_predictions_loss: 171.6977 - logcount_predictions_loss: 0.6200 6/2448 [..............................] - ETA: 6:10 - loss: 169.5135 - logits_profile_predictions_loss: 168.3963 - logcount_predictions_loss: 0.6207 7/2448 [..............................] - ETA: 6:10 - loss: 167.6385 - logits_profile_predictions_loss: 166.5290 - logcount_predictions_loss: 0.6164 8/2448 [..............................] - ETA: 6:10 - loss: 166.9470 - logits_profile_predictions_loss: 165.8462 - logcount_predictions_loss: 0.6115 9/2448 [..............................] - ETA: 6:09 - loss: 166.2563 - logits_profile_predictions_loss: 165.1622 - logcount_predictions_loss: 0.6079 10/2448 [..............................] - ETA: 6:09 - loss: 165.8833 - logits_profile_predictions_loss: 164.7995 - logcount_predictions_loss: 0.6021 11/2448 [..............................] - ETA: 6:09 - loss: 165.7201 - logits_profile_predictions_loss: 164.6463 - logcount_predictions_loss: 0.5966 12/2448 [..............................] - ETA: 6:09 - loss: 165.5606 - logits_profile_predictions_loss: 164.4932 - logcount_predictions_loss: 0.5930 13/2448 [..............................] - ETA: 6:08 - loss: 165.4935 - logits_profile_predictions_loss: 164.4312 - logcount_predictions_loss: 0.5902 14/2448 [..............................] - ETA: 6:08 - loss: 165.4158 - logits_profile_predictions_loss: 164.3581 - logcount_predictions_loss: 0.5876 15/2448 [..............................] - ETA: 6:08 - loss: 165.1908 - logits_profile_predictions_loss: 164.1375 - logcount_predictions_loss: 0.5852 16/2448 [..............................] - ETA: 6:08 - loss: 164.8610 - logits_profile_predictions_loss: 163.8109 - logcount_predictions_loss: 0.5834 17/2448 [..............................] - ETA: 6:07 - loss: 164.6478 - logits_profile_predictions_loss: 163.6013 - logcount_predictions_loss: 0.5814 18/2448 [..............................] - ETA: 6:07 - loss: 164.4427 - logits_profile_predictions_loss: 163.3999 - logcount_predictions_loss: 0.5793 19/2448 [..............................] - ETA: 6:07 - loss: 164.2771 - logits_profile_predictions_loss: 163.2373 - logcount_predictions_loss: 0.5776 20/2448 [..............................] - ETA: 6:07 - loss: 164.0756 - logits_profile_predictions_loss: 163.0394 - logcount_predictions_loss: 0.5756 21/2448 [..............................] - ETA: 6:07 - loss: 163.8960 - logits_profile_predictions_loss: 162.8632 - logcount_predictions_loss: 0.5737 22/2448 [..............................] - ETA: 6:07 - loss: 163.8178 - logits_profile_predictions_loss: 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loss: 163.9078 - logits_profile_predictions_loss: 162.8854 - logcount_predictions_loss: 0.5680 30/2448 [..............................] - ETA: 6:05 - loss: 163.9329 - logits_profile_predictions_loss: 162.9120 - logcount_predictions_loss: 0.5672 31/2448 [..............................] - ETA: 6:05 - loss: 163.9473 - logits_profile_predictions_loss: 162.9277 - logcount_predictions_loss: 0.5664 32/2448 [..............................] - ETA: 6:05 - loss: 163.9682 - logits_profile_predictions_loss: 162.9494 - logcount_predictions_loss: 0.5660 33/2448 [..............................] - ETA: 6:05 - loss: 163.9835 - logits_profile_predictions_loss: 162.9654 - logcount_predictions_loss: 0.5656 34/2448 [..............................] - ETA: 6:04 - loss: 164.0358 - logits_profile_predictions_loss: 163.0181 - logcount_predictions_loss: 0.5654 35/2448 [..............................] - ETA: 6:04 - loss: 164.0732 - logits_profile_predictions_loss: 163.0558 - logcount_predictions_loss: 0.5652 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logits_profile_predictions_loss: 163.3626 - logcount_predictions_loss: 0.5645 43/2448 [..............................] - ETA: 6:03 - loss: 164.3986 - logits_profile_predictions_loss: 163.3824 - logcount_predictions_loss: 0.5645 44/2448 [..............................] - ETA: 6:03 - loss: 164.4227 - logits_profile_predictions_loss: 163.4063 - logcount_predictions_loss: 0.5646 45/2448 [..............................] - ETA: 6:03 - loss: 164.4630 - logits_profile_predictions_loss: 163.4464 - logcount_predictions_loss: 0.5648 46/2448 [..............................] - ETA: 6:02 - loss: 164.5079 - logits_profile_predictions_loss: 163.4911 - logcount_predictions_loss: 0.5649 47/2448 [..............................] - ETA: 6:02 - loss: 164.5307 - logits_profile_predictions_loss: 163.5137 - logcount_predictions_loss: 0.5650 48/2448 [..............................] - ETA: 6:02 - loss: 164.5654 - logits_profile_predictions_loss: 163.5482 - logcount_predictions_loss: 0.5651 49/2448 [..............................] - ETA: 6:02 - loss: 164.5954 - logits_profile_predictions_loss: 163.5782 - logcount_predictions_loss: 0.5651 50/2448 [..............................] - ETA: 6:02 - loss: 164.6298 - logits_profile_predictions_loss: 163.6126 - logcount_predictions_loss: 0.5651 51/2448 [..............................] - ETA: 6:02 - loss: 164.6582 - logits_profile_predictions_loss: 163.6410 - logcount_predictions_loss: 0.5651 52/2448 [..............................] - ETA: 6:02 - loss: 164.6752 - logits_profile_predictions_loss: 163.6579 - logcount_predictions_loss: 0.5651 53/2448 [..............................] - ETA: 6:01 - loss: 164.6988 - logits_profile_predictions_loss: 163.6815 - logcount_predictions_loss: 0.5652 54/2448 [..............................] - ETA: 6:01 - loss: 164.7371 - logits_profile_predictions_loss: 163.7197 - logcount_predictions_loss: 0.5652 55/2448 [..............................] - ETA: 6:01 - loss: 164.7657 - logits_profile_predictions_loss: 163.7482 - logcount_predictions_loss: 0.5653 56/2448 [..............................] - ETA: 6:01 - loss: 164.7952 - logits_profile_predictions_loss: 163.7777 - logcount_predictions_loss: 0.5652 57/2448 [..............................] - ETA: 6:01 - loss: 164.8272 - logits_profile_predictions_loss: 163.8098 - logcount_predictions_loss: 0.5652 58/2448 [..............................] - ETA: 6:01 - loss: 164.8640 - logits_profile_predictions_loss: 163.8466 - logcount_predictions_loss: 0.5652 59/2448 [..............................] - ETA: 6:01 - loss: 164.9048 - logits_profile_predictions_loss: 163.8875 - logcount_predictions_loss: 0.5651 60/2448 [..............................] - ETA: 6:00 - loss: 164.9350 - logits_profile_predictions_loss: 163.9178 - logcount_predictions_loss: 0.5651 61/2448 [..............................] - ETA: 6:00 - loss: 164.9542 - logits_profile_predictions_loss: 163.9372 - logcount_predictions_loss: 0.5650 62/2448 [..............................] - ETA: 6:00 - loss: 164.9882 - logits_profile_predictions_loss: 163.9712 - logcount_predictions_loss: 0.5650 63/2448 [..............................] - ETA: 6:00 - loss: 165.0225 - logits_profile_predictions_loss: 164.0053 - logcount_predictions_loss: 0.5651 64/2448 [..............................] - ETA: 6:00 - loss: 165.0454 - logits_profile_predictions_loss: 164.0282 - logcount_predictions_loss: 0.5651 65/2448 [..............................] - ETA: 6:00 - loss: 165.0576 - logits_profile_predictions_loss: 164.0404 - logcount_predictions_loss: 0.5651 66/2448 [..............................] - ETA: 5:59 - loss: 165.0628 - logits_profile_predictions_loss: 164.0458 - logcount_predictions_loss: 0.5650 67/2448 [..............................] - ETA: 5:59 - loss: 165.0609 - logits_profile_predictions_loss: 164.0439 - logcount_predictions_loss: 0.5650 68/2448 [..............................] - ETA: 5:59 - loss: 165.0549 - logits_profile_predictions_loss: 164.0381 - logcount_predictions_loss: 0.5649 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logits_profile_predictions_loss: 165.1786 - logcount_predictions_loss: 0.5413 2437/2448 [============================>.] - ETA: 1s - loss: 166.1534 - logits_profile_predictions_loss: 165.1789 - logcount_predictions_loss: 0.5413 2438/2448 [============================>.] - ETA: 1s - loss: 166.1536 - logits_profile_predictions_loss: 165.1791 - logcount_predictions_loss: 0.5413 2439/2448 [============================>.] - ETA: 1s - loss: 166.1539 - logits_profile_predictions_loss: 165.1794 - logcount_predictions_loss: 0.5413 2440/2448 [============================>.] - ETA: 1s - loss: 166.1542 - logits_profile_predictions_loss: 165.1797 - logcount_predictions_loss: 0.5413 2441/2448 [============================>.] - ETA: 1s - loss: 166.1545 - logits_profile_predictions_loss: 165.1800 - logcount_predictions_loss: 0.5413 2442/2448 [============================>.] - ETA: 0s - loss: 166.1548 - logits_profile_predictions_loss: 165.1803 - logcount_predictions_loss: 0.5413 2443/2448 [============================>.] - ETA: 0s - loss: 166.1551 - logits_profile_predictions_loss: 165.1806 - logcount_predictions_loss: 0.5413 2444/2448 [============================>.] - ETA: 0s - loss: 166.1554 - logits_profile_predictions_loss: 165.1809 - logcount_predictions_loss: 0.5413 2445/2448 [============================>.] - ETA: 0s - loss: 166.1557 - logits_profile_predictions_loss: 165.1812 - logcount_predictions_loss: 0.5413 2446/2448 [============================>.] - ETA: 0s - loss: 166.1559 - logits_profile_predictions_loss: 165.1815 - logcount_predictions_loss: 0.5413 2447/2448 [============================>.] - ETA: 0s - loss: 166.1562 - logits_profile_predictions_loss: 165.1818 - logcount_predictions_loss: 0.5413 2448/2448 [==============================] - ETA: 0s - loss: 166.1565 - logits_profile_predictions_loss: 165.1820 - logcount_predictions_loss: 0.5413 2448/2448 [==============================] - 387s 158ms/step - loss: 166.1568 - logits_profile_predictions_loss: 165.1823 - logcount_predictions_loss: 0.5413 - val_loss: 198.0561 - val_logits_profile_predictions_loss: 196.9902 - val_logcount_predictions_loss: 0.5922 + +Epoch 00009: val_loss did not improve from 196.59036 +Epoch 10/50 + 1/2448 [..............................] - ETA: 7:41 - loss: 145.5447 - logits_profile_predictions_loss: 144.9445 - logcount_predictions_loss: 0.3334 2/2448 [..............................] - ETA: 6:13 - loss: 154.6322 - logits_profile_predictions_loss: 153.9679 - logcount_predictions_loss: 0.3690 3/2448 [..............................] - ETA: 6:11 - loss: 156.1049 - logits_profile_predictions_loss: 155.3725 - logcount_predictions_loss: 0.4069 4/2448 [..............................] - ETA: 6:11 - loss: 154.2510 - logits_profile_predictions_loss: 153.4982 - logcount_predictions_loss: 0.4182 5/2448 [..............................] - ETA: 6:10 - loss: 155.0515 - logits_profile_predictions_loss: 154.2733 - logcount_predictions_loss: 0.4323 6/2448 [..............................] - ETA: 6:10 - loss: 158.6836 - logits_profile_predictions_loss: 157.8881 - logcount_predictions_loss: 0.4419 7/2448 [..............................] - ETA: 6:10 - loss: 160.4571 - logits_profile_predictions_loss: 159.6458 - logcount_predictions_loss: 0.4507 8/2448 [..............................] - ETA: 6:10 - loss: 161.5535 - logits_profile_predictions_loss: 160.7296 - logcount_predictions_loss: 0.4577 9/2448 [..............................] - ETA: 6:10 - loss: 162.2103 - logits_profile_predictions_loss: 161.3747 - logcount_predictions_loss: 0.4642 10/2448 [..............................] - ETA: 6:09 - loss: 162.4610 - logits_profile_predictions_loss: 161.6160 - logcount_predictions_loss: 0.4694 11/2448 [..............................] - ETA: 6:09 - loss: 163.0610 - logits_profile_predictions_loss: 162.2086 - logcount_predictions_loss: 0.4735 12/2448 [..............................] - ETA: 6:09 - loss: 163.6609 - logits_profile_predictions_loss: 162.8003 - logcount_predictions_loss: 0.4781 13/2448 [..............................] - ETA: 6:09 - loss: 164.8892 - logits_profile_predictions_loss: 164.0219 - logcount_predictions_loss: 0.4819 14/2448 [..............................] - ETA: 6:09 - loss: 165.9352 - logits_profile_predictions_loss: 165.0625 - logcount_predictions_loss: 0.4848 15/2448 [..............................] - ETA: 6:08 - loss: 166.9177 - logits_profile_predictions_loss: 166.0415 - logcount_predictions_loss: 0.4868 16/2448 [..............................] - ETA: 6:08 - loss: 167.7100 - logits_profile_predictions_loss: 166.8303 - logcount_predictions_loss: 0.4887 17/2448 [..............................] - ETA: 6:08 - loss: 168.3933 - logits_profile_predictions_loss: 167.5112 - logcount_predictions_loss: 0.4901 18/2448 [..............................] - ETA: 6:07 - loss: 168.9477 - logits_profile_predictions_loss: 168.0628 - logcount_predictions_loss: 0.4916 19/2448 [..............................] - ETA: 6:07 - loss: 169.3639 - logits_profile_predictions_loss: 168.4765 - logcount_predictions_loss: 0.4930 20/2448 [..............................] - ETA: 6:07 - loss: 169.6787 - logits_profile_predictions_loss: 168.7895 - logcount_predictions_loss: 0.4940 21/2448 [..............................] - ETA: 6:07 - loss: 169.9087 - logits_profile_predictions_loss: 169.0177 - logcount_predictions_loss: 0.4950 22/2448 [..............................] - ETA: 6:07 - loss: 170.1457 - logits_profile_predictions_loss: 169.2530 - logcount_predictions_loss: 0.4959 23/2448 [..............................] - ETA: 6:07 - loss: 170.3132 - logits_profile_predictions_loss: 169.4189 - logcount_predictions_loss: 0.4968 24/2448 [..............................] - ETA: 6:06 - loss: 170.3615 - logits_profile_predictions_loss: 169.4663 - logcount_predictions_loss: 0.4973 25/2448 [..............................] - ETA: 6:06 - loss: 170.3848 - logits_profile_predictions_loss: 169.4886 - logcount_predictions_loss: 0.4979 26/2448 [..............................] - ETA: 6:06 - loss: 170.3848 - logits_profile_predictions_loss: 169.4875 - logcount_predictions_loss: 0.4985 27/2448 [..............................] - ETA: 6:06 - loss: 170.4039 - logits_profile_predictions_loss: 169.5055 - logcount_predictions_loss: 0.4991 28/2448 [..............................] - ETA: 6:06 - loss: 170.4339 - logits_profile_predictions_loss: 169.5347 - logcount_predictions_loss: 0.4996 29/2448 [..............................] - ETA: 6:06 - loss: 170.4840 - logits_profile_predictions_loss: 169.5840 - logcount_predictions_loss: 0.5000 30/2448 [..............................] - ETA: 6:05 - loss: 170.5099 - logits_profile_predictions_loss: 169.6093 - logcount_predictions_loss: 0.5003 31/2448 [..............................] - ETA: 6:05 - loss: 170.5000 - logits_profile_predictions_loss: 169.5989 - logcount_predictions_loss: 0.5006 32/2448 [..............................] - ETA: 6:05 - loss: 170.4786 - logits_profile_predictions_loss: 169.5771 - logcount_predictions_loss: 0.5008 33/2448 [..............................] - ETA: 6:05 - loss: 170.4726 - logits_profile_predictions_loss: 169.5707 - logcount_predictions_loss: 0.5010 34/2448 [..............................] - ETA: 6:05 - loss: 170.4901 - logits_profile_predictions_loss: 169.5878 - logcount_predictions_loss: 0.5013 35/2448 [..............................] - ETA: 6:05 - loss: 170.5101 - logits_profile_predictions_loss: 169.6071 - logcount_predictions_loss: 0.5017 36/2448 [..............................] - ETA: 6:05 - loss: 170.4993 - logits_profile_predictions_loss: 169.5960 - logcount_predictions_loss: 0.5019 37/2448 [..............................] - ETA: 6:05 - loss: 170.4782 - logits_profile_predictions_loss: 169.5744 - logcount_predictions_loss: 0.5021 38/2448 [..............................] - ETA: 6:04 - loss: 170.4526 - logits_profile_predictions_loss: 169.5484 - logcount_predictions_loss: 0.5023 39/2448 [..............................] - ETA: 6:04 - loss: 170.4214 - logits_profile_predictions_loss: 169.5168 - logcount_predictions_loss: 0.5025 40/2448 [..............................] - ETA: 6:04 - loss: 170.3798 - logits_profile_predictions_loss: 169.4751 - logcount_predictions_loss: 0.5026 41/2448 [..............................] - ETA: 6:04 - loss: 170.3356 - logits_profile_predictions_loss: 169.4307 - logcount_predictions_loss: 0.5027 42/2448 [..............................] - ETA: 6:04 - loss: 170.2717 - logits_profile_predictions_loss: 169.3667 - logcount_predictions_loss: 0.5028 43/2448 [..............................] - ETA: 6:04 - loss: 170.2087 - logits_profile_predictions_loss: 169.3035 - logcount_predictions_loss: 0.5029 44/2448 [..............................] - ETA: 6:04 - loss: 170.1502 - logits_profile_predictions_loss: 169.2449 - logcount_predictions_loss: 0.5029 45/2448 [..............................] - ETA: 6:04 - loss: 170.1045 - logits_profile_predictions_loss: 169.1991 - logcount_predictions_loss: 0.5030 46/2448 [..............................] - ETA: 6:04 - loss: 170.0426 - logits_profile_predictions_loss: 169.1372 - logcount_predictions_loss: 0.5030 47/2448 [..............................] - ETA: 6:03 - loss: 169.9986 - logits_profile_predictions_loss: 169.0932 - logcount_predictions_loss: 0.5030 48/2448 [..............................] - ETA: 6:03 - loss: 169.9552 - logits_profile_predictions_loss: 169.0499 - logcount_predictions_loss: 0.5030 49/2448 [..............................] - ETA: 6:03 - loss: 169.9014 - logits_profile_predictions_loss: 168.9960 - logcount_predictions_loss: 0.5030 50/2448 [..............................] - ETA: 6:03 - loss: 169.8327 - logits_profile_predictions_loss: 168.9274 - logcount_predictions_loss: 0.5030 51/2448 [..............................] - ETA: 6:03 - loss: 169.7660 - logits_profile_predictions_loss: 168.8606 - logcount_predictions_loss: 0.5030 52/2448 [..............................] - ETA: 6:03 - loss: 169.6930 - logits_profile_predictions_loss: 168.7874 - logcount_predictions_loss: 0.5031 53/2448 [..............................] - ETA: 6:03 - loss: 169.6310 - logits_profile_predictions_loss: 168.7250 - logcount_predictions_loss: 0.5033 54/2448 [..............................] - ETA: 6:03 - loss: 169.5630 - logits_profile_predictions_loss: 168.6567 - logcount_predictions_loss: 0.5035 55/2448 [..............................] - ETA: 6:02 - loss: 169.4841 - logits_profile_predictions_loss: 168.5776 - logcount_predictions_loss: 0.5036 56/2448 [..............................] - ETA: 6:02 - loss: 169.4198 - logits_profile_predictions_loss: 168.5131 - logcount_predictions_loss: 0.5037 57/2448 [..............................] - ETA: 6:02 - loss: 169.3483 - logits_profile_predictions_loss: 168.4413 - logcount_predictions_loss: 0.5039 58/2448 [..............................] - ETA: 6:02 - loss: 169.2754 - logits_profile_predictions_loss: 168.3681 - logcount_predictions_loss: 0.5040 59/2448 [..............................] - ETA: 6:02 - loss: 169.2039 - logits_profile_predictions_loss: 168.2964 - logcount_predictions_loss: 0.5042 60/2448 [..............................] - ETA: 6:02 - loss: 169.1323 - logits_profile_predictions_loss: 168.2245 - logcount_predictions_loss: 0.5044 61/2448 [..............................] - ETA: 6:02 - loss: 169.0578 - logits_profile_predictions_loss: 168.1497 - logcount_predictions_loss: 0.5045 62/2448 [..............................] - ETA: 6:02 - loss: 168.9931 - logits_profile_predictions_loss: 168.0847 - logcount_predictions_loss: 0.5047 63/2448 [..............................] - ETA: 6:01 - loss: 168.9279 - logits_profile_predictions_loss: 168.0191 - logcount_predictions_loss: 0.5049 64/2448 [..............................] - ETA: 6:01 - loss: 168.8633 - logits_profile_predictions_loss: 167.9542 - logcount_predictions_loss: 0.5051 65/2448 [..............................] - ETA: 6:01 - loss: 168.7908 - logits_profile_predictions_loss: 167.8813 - logcount_predictions_loss: 0.5053 66/2448 [..............................] - ETA: 6:01 - loss: 168.7181 - logits_profile_predictions_loss: 167.8082 - logcount_predictions_loss: 0.5055 67/2448 [..............................] - ETA: 6:01 - loss: 168.6439 - logits_profile_predictions_loss: 167.7338 - logcount_predictions_loss: 0.5056 68/2448 [..............................] - ETA: 6:01 - loss: 168.5674 - logits_profile_predictions_loss: 167.6571 - logcount_predictions_loss: 0.5057 69/2448 [..............................] - ETA: 6:01 - loss: 168.4942 - logits_profile_predictions_loss: 167.5837 - logcount_predictions_loss: 0.5058 70/2448 [..............................] - ETA: 6:01 - loss: 168.4252 - logits_profile_predictions_loss: 167.5145 - logcount_predictions_loss: 0.5059 71/2448 [..............................] - ETA: 6:01 - loss: 168.3694 - logits_profile_predictions_loss: 167.4583 - logcount_predictions_loss: 0.5061 72/2448 [..............................] - ETA: 6:00 - loss: 168.3107 - logits_profile_predictions_loss: 167.3992 - logcount_predictions_loss: 0.5064 73/2448 [..............................] - ETA: 6:00 - loss: 168.2624 - logits_profile_predictions_loss: 167.3505 - logcount_predictions_loss: 0.5066 74/2448 [..............................] - ETA: 6:00 - loss: 168.2096 - logits_profile_predictions_loss: 167.2973 - logcount_predictions_loss: 0.5068 75/2448 [..............................] - ETA: 6:00 - loss: 168.1613 - logits_profile_predictions_loss: 167.2485 - logcount_predictions_loss: 0.5071 76/2448 [..............................] - ETA: 6:00 - loss: 168.1164 - logits_profile_predictions_loss: 167.2032 - logcount_predictions_loss: 0.5074 77/2448 [..............................] - ETA: 6:00 - loss: 168.0762 - logits_profile_predictions_loss: 167.1624 - logcount_predictions_loss: 0.5076 78/2448 [..............................] - ETA: 5:59 - loss: 168.0389 - logits_profile_predictions_loss: 167.1248 - logcount_predictions_loss: 0.5078 79/2448 [..............................] - ETA: 5:59 - loss: 167.9970 - logits_profile_predictions_loss: 167.0825 - logcount_predictions_loss: 0.5081 80/2448 [..............................] - ETA: 5:59 - loss: 167.9548 - logits_profile_predictions_loss: 167.0399 - logcount_predictions_loss: 0.5083 81/2448 [..............................] - ETA: 5:59 - loss: 167.9202 - logits_profile_predictions_loss: 167.0048 - logcount_predictions_loss: 0.5085 82/2448 [>.............................] - ETA: 5:59 - loss: 167.8829 - logits_profile_predictions_loss: 166.9671 - logcount_predictions_loss: 0.5088 83/2448 [>.............................] - ETA: 5:59 - loss: 167.8463 - logits_profile_predictions_loss: 166.9301 - logcount_predictions_loss: 0.5090 84/2448 [>.............................] - ETA: 5:59 - loss: 167.8076 - logits_profile_predictions_loss: 166.8909 - logcount_predictions_loss: 0.5093 85/2448 [>.............................] - ETA: 5:59 - loss: 167.7666 - logits_profile_predictions_loss: 166.8495 - logcount_predictions_loss: 0.5095 86/2448 [>.............................] - ETA: 5:59 - loss: 167.7311 - logits_profile_predictions_loss: 166.8135 - logcount_predictions_loss: 0.5097 87/2448 [>.............................] - ETA: 5:59 - loss: 167.6966 - logits_profile_predictions_loss: 166.7786 - logcount_predictions_loss: 0.5100 88/2448 [>.............................] - ETA: 5:59 - loss: 167.6644 - logits_profile_predictions_loss: 166.7459 - logcount_predictions_loss: 0.5103 89/2448 [>.............................] - ETA: 5:59 - loss: 167.6331 - logits_profile_predictions_loss: 166.7141 - logcount_predictions_loss: 0.5105 90/2448 [>.............................] - ETA: 5:58 - loss: 167.6001 - logits_profile_predictions_loss: 166.6806 - logcount_predictions_loss: 0.5108 91/2448 [>.............................] - ETA: 5:58 - loss: 167.5657 - logits_profile_predictions_loss: 166.6457 - logcount_predictions_loss: 0.5111 92/2448 [>.............................] - ETA: 5:58 - loss: 167.5290 - logits_profile_predictions_loss: 166.6086 - logcount_predictions_loss: 0.5113 93/2448 [>.............................] - ETA: 5:58 - loss: 167.4964 - logits_profile_predictions_loss: 166.5755 - logcount_predictions_loss: 0.5116 94/2448 [>.............................] - ETA: 5:58 - loss: 167.4651 - logits_profile_predictions_loss: 166.5437 - logcount_predictions_loss: 0.5119 95/2448 [>.............................] - ETA: 5:58 - loss: 167.4345 - logits_profile_predictions_loss: 166.5126 - logcount_predictions_loss: 0.5121 96/2448 [>.............................] - ETA: 5:57 - loss: 167.4133 - logits_profile_predictions_loss: 166.4910 - logcount_predictions_loss: 0.5124 97/2448 [>.............................] - ETA: 5:57 - loss: 167.3952 - logits_profile_predictions_loss: 166.4724 - logcount_predictions_loss: 0.5126 98/2448 [>.............................] - ETA: 5:57 - loss: 167.3756 - logits_profile_predictions_loss: 166.4525 - logcount_predictions_loss: 0.5129 99/2448 [>.............................] - ETA: 5:57 - loss: 167.3556 - logits_profile_predictions_loss: 166.4320 - logcount_predictions_loss: 0.5131 100/2448 [>.............................] - ETA: 5:57 - loss: 167.3377 - logits_profile_predictions_loss: 166.4137 - logcount_predictions_loss: 0.5133 101/2448 [>.............................] - ETA: 5:57 - loss: 167.3186 - logits_profile_predictions_loss: 166.3942 - logcount_predictions_loss: 0.5136 102/2448 [>.............................] - ETA: 5:56 - loss: 167.3000 - logits_profile_predictions_loss: 166.3752 - logcount_predictions_loss: 0.5138 103/2448 [>.............................] - ETA: 5:56 - loss: 167.2870 - logits_profile_predictions_loss: 166.3618 - logcount_predictions_loss: 0.5140 104/2448 [>.............................] - ETA: 5:56 - loss: 167.2734 - logits_profile_predictions_loss: 166.3478 - logcount_predictions_loss: 0.5142 105/2448 [>.............................] - ETA: 5:56 - loss: 167.2613 - logits_profile_predictions_loss: 166.3353 - logcount_predictions_loss: 0.5144 106/2448 [>.............................] - ETA: 5:56 - loss: 167.2510 - logits_profile_predictions_loss: 166.3246 - logcount_predictions_loss: 0.5146 107/2448 [>.............................] - ETA: 5:56 - loss: 167.2386 - logits_profile_predictions_loss: 166.3118 - logcount_predictions_loss: 0.5149 108/2448 [>.............................] - ETA: 5:55 - loss: 167.2254 - logits_profile_predictions_loss: 166.2982 - logcount_predictions_loss: 0.5151 109/2448 [>.............................] - ETA: 5:55 - loss: 167.2143 - logits_profile_predictions_loss: 166.2867 - logcount_predictions_loss: 0.5153 110/2448 [>.............................] - ETA: 5:55 - loss: 167.2023 - logits_profile_predictions_loss: 166.2743 - logcount_predictions_loss: 0.5155 111/2448 [>.............................] - ETA: 5:55 - loss: 167.1884 - logits_profile_predictions_loss: 166.2601 - logcount_predictions_loss: 0.5158 112/2448 [>.............................] - ETA: 5:55 - loss: 167.1713 - logits_profile_predictions_loss: 166.2425 - logcount_predictions_loss: 0.5160 113/2448 [>.............................] - ETA: 5:55 - loss: 167.1533 - logits_profile_predictions_loss: 166.2241 - logcount_predictions_loss: 0.5162 114/2448 [>.............................] - ETA: 5:55 - loss: 167.1375 - logits_profile_predictions_loss: 166.2079 - logcount_predictions_loss: 0.5164 115/2448 [>.............................] - ETA: 5:54 - loss: 167.1235 - logits_profile_predictions_loss: 166.1935 - logcount_predictions_loss: 0.5167 116/2448 [>.............................] - ETA: 5:54 - loss: 167.1111 - logits_profile_predictions_loss: 166.1806 - logcount_predictions_loss: 0.5169 117/2448 [>.............................] - ETA: 5:54 - loss: 167.0980 - logits_profile_predictions_loss: 166.1670 - logcount_predictions_loss: 0.5172 118/2448 [>.............................] - ETA: 5:54 - loss: 167.0890 - logits_profile_predictions_loss: 166.1576 - logcount_predictions_loss: 0.5174 119/2448 [>.............................] - ETA: 5:54 - loss: 167.0791 - logits_profile_predictions_loss: 166.1473 - logcount_predictions_loss: 0.5177 120/2448 [>.............................] - ETA: 5:54 - loss: 167.0726 - logits_profile_predictions_loss: 166.1403 - logcount_predictions_loss: 0.5179 121/2448 [>.............................] - ETA: 5:53 - loss: 167.0646 - logits_profile_predictions_loss: 166.1318 - logcount_predictions_loss: 0.5182 122/2448 [>.............................] - ETA: 5:53 - loss: 167.0580 - logits_profile_predictions_loss: 166.1248 - logcount_predictions_loss: 0.5184 123/2448 [>.............................] - ETA: 5:53 - loss: 167.0500 - logits_profile_predictions_loss: 166.1163 - logcount_predictions_loss: 0.5187 124/2448 [>.............................] - ETA: 5:53 - loss: 167.0436 - logits_profile_predictions_loss: 166.1095 - logcount_predictions_loss: 0.5189 125/2448 [>.............................] - ETA: 5:53 - loss: 167.0358 - logits_profile_predictions_loss: 166.1013 - logcount_predictions_loss: 0.5192 126/2448 [>.............................] - ETA: 5:53 - loss: 167.0291 - logits_profile_predictions_loss: 166.0942 - logcount_predictions_loss: 0.5194 127/2448 [>.............................] - ETA: 5:53 - loss: 167.0239 - logits_profile_predictions_loss: 166.0885 - logcount_predictions_loss: 0.5196 128/2448 [>.............................] - ETA: 5:52 - loss: 167.0178 - logits_profile_predictions_loss: 166.0820 - logcount_predictions_loss: 0.5199 129/2448 [>.............................] - ETA: 5:52 - loss: 167.0127 - logits_profile_predictions_loss: 166.0765 - logcount_predictions_loss: 0.5201 130/2448 [>.............................] - ETA: 5:52 - loss: 167.0083 - logits_profile_predictions_loss: 166.0717 - logcount_predictions_loss: 0.5203 131/2448 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[===>..........................] - ETA: 5:17 - loss: 165.3684 - logits_profile_predictions_loss: 164.4419 - logcount_predictions_loss: 0.5147 356/2448 [===>..........................] - ETA: 5:17 - loss: 165.3655 - logits_profile_predictions_loss: 164.4390 - logcount_predictions_loss: 0.5147 357/2448 [===>..........................] - ETA: 5:17 - loss: 165.3626 - logits_profile_predictions_loss: 164.4362 - logcount_predictions_loss: 0.5146 358/2448 [===>..........................] - ETA: 5:17 - loss: 165.3598 - logits_profile_predictions_loss: 164.4334 - logcount_predictions_loss: 0.5146 359/2448 [===>..........................] - ETA: 5:16 - loss: 165.3568 - logits_profile_predictions_loss: 164.4305 - logcount_predictions_loss: 0.5146 360/2448 [===>..........................] - ETA: 5:16 - loss: 165.3540 - logits_profile_predictions_loss: 164.4278 - logcount_predictions_loss: 0.5146 361/2448 [===>..........................] - ETA: 5:16 - loss: 165.3513 - 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[===>..........................] - ETA: 5:15 - loss: 165.3278 - logits_profile_predictions_loss: 164.4019 - logcount_predictions_loss: 0.5143 369/2448 [===>..........................] - ETA: 5:15 - loss: 165.3244 - logits_profile_predictions_loss: 164.3986 - logcount_predictions_loss: 0.5143 370/2448 [===>..........................] - ETA: 5:15 - loss: 165.3211 - logits_profile_predictions_loss: 164.3953 - logcount_predictions_loss: 0.5143 371/2448 [===>..........................] - ETA: 5:15 - loss: 165.3178 - logits_profile_predictions_loss: 164.3921 - logcount_predictions_loss: 0.5143 372/2448 [===>..........................] - ETA: 5:15 - loss: 165.3147 - logits_profile_predictions_loss: 164.3890 - logcount_predictions_loss: 0.5142 373/2448 [===>..........................] - ETA: 5:14 - loss: 165.3114 - logits_profile_predictions_loss: 164.3858 - logcount_predictions_loss: 0.5142 374/2448 [===>..........................] - ETA: 5:14 - loss: 165.3083 - 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[===>..........................] - ETA: 5:13 - loss: 165.2884 - logits_profile_predictions_loss: 164.3631 - logcount_predictions_loss: 0.5140 382/2448 [===>..........................] - ETA: 5:13 - loss: 165.2853 - logits_profile_predictions_loss: 164.3601 - logcount_predictions_loss: 0.5140 383/2448 [===>..........................] - ETA: 5:13 - loss: 165.2823 - logits_profile_predictions_loss: 164.3572 - logcount_predictions_loss: 0.5140 384/2448 [===>..........................] - ETA: 5:13 - loss: 165.2795 - logits_profile_predictions_loss: 164.3543 - logcount_predictions_loss: 0.5139 385/2448 [===>..........................] - ETA: 5:13 - loss: 165.2770 - logits_profile_predictions_loss: 164.3518 - logcount_predictions_loss: 0.5139 386/2448 [===>..........................] - ETA: 5:12 - loss: 165.2746 - logits_profile_predictions_loss: 164.3495 - logcount_predictions_loss: 0.5139 387/2448 [===>..........................] - ETA: 5:12 - loss: 165.2722 - 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[===>..........................] - ETA: 5:11 - loss: 165.2595 - logits_profile_predictions_loss: 164.3347 - logcount_predictions_loss: 0.5138 395/2448 [===>..........................] - ETA: 5:11 - loss: 165.2577 - logits_profile_predictions_loss: 164.3330 - logcount_predictions_loss: 0.5137 396/2448 [===>..........................] - ETA: 5:11 - loss: 165.2558 - logits_profile_predictions_loss: 164.3311 - logcount_predictions_loss: 0.5137 397/2448 [===>..........................] - ETA: 5:11 - loss: 165.2540 - logits_profile_predictions_loss: 164.3293 - logcount_predictions_loss: 0.5137 398/2448 [===>..........................] - ETA: 5:11 - loss: 165.2524 - logits_profile_predictions_loss: 164.3277 - logcount_predictions_loss: 0.5137 399/2448 [===>..........................] - ETA: 5:11 - loss: 165.2510 - logits_profile_predictions_loss: 164.3263 - logcount_predictions_loss: 0.5137 400/2448 [===>..........................] - ETA: 5:10 - loss: 165.2494 - 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[===>..........................] - ETA: 5:09 - loss: 165.2384 - logits_profile_predictions_loss: 164.3140 - logcount_predictions_loss: 0.5135 408/2448 [====>.........................] - ETA: 5:09 - loss: 165.2371 - logits_profile_predictions_loss: 164.3128 - logcount_predictions_loss: 0.5135 409/2448 [====>.........................] - ETA: 5:09 - loss: 165.2358 - logits_profile_predictions_loss: 164.3115 - logcount_predictions_loss: 0.5135 410/2448 [====>.........................] - ETA: 5:09 - loss: 165.2347 - logits_profile_predictions_loss: 164.3105 - logcount_predictions_loss: 0.5134 411/2448 [====>.........................] - ETA: 5:09 - loss: 165.2338 - logits_profile_predictions_loss: 164.3096 - logcount_predictions_loss: 0.5134 412/2448 [====>.........................] - ETA: 5:09 - loss: 165.2328 - logits_profile_predictions_loss: 164.3086 - logcount_predictions_loss: 0.5134 413/2448 [====>.........................] - ETA: 5:09 - loss: 165.2316 - logits_profile_predictions_loss: 164.3075 - logcount_predictions_loss: 0.5134 414/2448 [====>.........................] - ETA: 5:08 - loss: 165.2306 - logits_profile_predictions_loss: 164.3065 - logcount_predictions_loss: 0.5134 415/2448 [====>.........................] - ETA: 5:08 - loss: 165.2295 - logits_profile_predictions_loss: 164.3054 - logcount_predictions_loss: 0.5134 416/2448 [====>.........................] - ETA: 5:08 - loss: 165.2285 - logits_profile_predictions_loss: 164.3045 - logcount_predictions_loss: 0.5133 417/2448 [====>.........................] - ETA: 5:08 - loss: 165.2274 - logits_profile_predictions_loss: 164.3034 - logcount_predictions_loss: 0.5133 418/2448 [====>.........................] - ETA: 5:08 - loss: 165.2264 - logits_profile_predictions_loss: 164.3025 - logcount_predictions_loss: 0.5133 419/2448 [====>.........................] - ETA: 5:08 - loss: 165.2255 - logits_profile_predictions_loss: 164.3015 - logcount_predictions_loss: 0.5133 420/2448 [====>.........................] - ETA: 5:07 - loss: 165.2245 - logits_profile_predictions_loss: 164.3006 - logcount_predictions_loss: 0.5133 421/2448 [====>.........................] - ETA: 5:07 - loss: 165.2237 - logits_profile_predictions_loss: 164.2998 - logcount_predictions_loss: 0.5132 422/2448 [====>.........................] - ETA: 5:07 - loss: 165.2229 - logits_profile_predictions_loss: 164.2991 - logcount_predictions_loss: 0.5132 423/2448 [====>.........................] - ETA: 5:07 - loss: 165.2222 - logits_profile_predictions_loss: 164.2983 - logcount_predictions_loss: 0.5132 424/2448 [====>.........................] - ETA: 5:07 - loss: 165.2212 - logits_profile_predictions_loss: 164.2975 - logcount_predictions_loss: 0.5132 425/2448 [====>.........................] - ETA: 5:07 - loss: 165.2204 - logits_profile_predictions_loss: 164.2966 - logcount_predictions_loss: 0.5132 426/2448 [====>.........................] - ETA: 5:07 - loss: 165.2194 - logits_profile_predictions_loss: 164.2957 - logcount_predictions_loss: 0.5132 427/2448 [====>.........................] - ETA: 5:06 - loss: 165.2185 - logits_profile_predictions_loss: 164.2948 - logcount_predictions_loss: 0.5131 428/2448 [====>.........................] - ETA: 5:06 - loss: 165.2176 - logits_profile_predictions_loss: 164.2939 - logcount_predictions_loss: 0.5131 429/2448 [====>.........................] - ETA: 5:06 - loss: 165.2166 - logits_profile_predictions_loss: 164.2930 - logcount_predictions_loss: 0.5131 430/2448 [====>.........................] - ETA: 5:06 - loss: 165.2158 - logits_profile_predictions_loss: 164.2922 - logcount_predictions_loss: 0.5131 431/2448 [====>.........................] - ETA: 5:06 - loss: 165.2149 - logits_profile_predictions_loss: 164.2914 - logcount_predictions_loss: 0.5131 432/2448 [====>.........................] - ETA: 5:06 - loss: 165.2142 - logits_profile_predictions_loss: 164.2907 - logcount_predictions_loss: 0.5130 433/2448 [====>.........................] - ETA: 5:06 - loss: 165.2135 - logits_profile_predictions_loss: 164.2900 - logcount_predictions_loss: 0.5130 434/2448 [====>.........................] - ETA: 5:05 - loss: 165.2131 - logits_profile_predictions_loss: 164.2896 - logcount_predictions_loss: 0.5130 435/2448 [====>.........................] - ETA: 5:05 - loss: 165.2127 - logits_profile_predictions_loss: 164.2894 - logcount_predictions_loss: 0.5130 436/2448 [====>.........................] - ETA: 5:05 - loss: 165.2127 - logits_profile_predictions_loss: 164.2893 - logcount_predictions_loss: 0.5130 437/2448 [====>.........................] - ETA: 5:05 - loss: 165.2128 - logits_profile_predictions_loss: 164.2895 - logcount_predictions_loss: 0.5129 438/2448 [====>.........................] - ETA: 5:05 - loss: 165.2129 - logits_profile_predictions_loss: 164.2896 - logcount_predictions_loss: 0.5129 439/2448 [====>.........................] - ETA: 5:05 - loss: 165.2130 - logits_profile_predictions_loss: 164.2897 - logcount_predictions_loss: 0.5129 440/2448 [====>.........................] - ETA: 5:04 - loss: 165.2131 - logits_profile_predictions_loss: 164.2899 - logcount_predictions_loss: 0.5129 441/2448 [====>.........................] - ETA: 5:04 - loss: 165.2130 - logits_profile_predictions_loss: 164.2898 - logcount_predictions_loss: 0.5129 442/2448 [====>.........................] - ETA: 5:04 - loss: 165.2131 - logits_profile_predictions_loss: 164.2900 - logcount_predictions_loss: 0.5129 443/2448 [====>.........................] - ETA: 5:04 - loss: 165.2132 - logits_profile_predictions_loss: 164.2900 - logcount_predictions_loss: 0.5128 444/2448 [====>.........................] - ETA: 5:04 - loss: 165.2132 - logits_profile_predictions_loss: 164.2901 - logcount_predictions_loss: 0.5128 445/2448 [====>.........................] - ETA: 5:04 - loss: 165.2131 - logits_profile_predictions_loss: 164.2901 - logcount_predictions_loss: 0.5128 446/2448 [====>.........................] - ETA: 5:04 - loss: 165.2133 - logits_profile_predictions_loss: 164.2902 - logcount_predictions_loss: 0.5128 447/2448 [====>.........................] - ETA: 5:03 - loss: 165.2134 - logits_profile_predictions_loss: 164.2904 - logcount_predictions_loss: 0.5128 448/2448 [====>.........................] - ETA: 5:03 - loss: 165.2135 - logits_profile_predictions_loss: 164.2905 - logcount_predictions_loss: 0.5127 449/2448 [====>.........................] - ETA: 5:03 - loss: 165.2136 - logits_profile_predictions_loss: 164.2906 - logcount_predictions_loss: 0.5127 450/2448 [====>.........................] - ETA: 5:03 - loss: 165.2135 - logits_profile_predictions_loss: 164.2906 - logcount_predictions_loss: 0.5127 451/2448 [====>.........................] - ETA: 5:03 - loss: 165.2134 - logits_profile_predictions_loss: 164.2905 - logcount_predictions_loss: 0.5127 452/2448 [====>.........................] - ETA: 5:03 - loss: 165.2134 - 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logits_profile_predictions_loss: 163.5886 - logcount_predictions_loss: 0.4988 2443/2448 [============================>.] - ETA: 0s - loss: 164.4860 - logits_profile_predictions_loss: 163.5883 - logcount_predictions_loss: 0.4988 2444/2448 [============================>.] - ETA: 0s - loss: 164.4857 - logits_profile_predictions_loss: 163.5880 - logcount_predictions_loss: 0.4988 2445/2448 [============================>.] - ETA: 0s - loss: 164.4854 - logits_profile_predictions_loss: 163.5877 - logcount_predictions_loss: 0.4988 2446/2448 [============================>.] - ETA: 0s - loss: 164.4851 - logits_profile_predictions_loss: 163.5873 - logcount_predictions_loss: 0.4988 2447/2448 [============================>.] - ETA: 0s - loss: 164.4848 - logits_profile_predictions_loss: 163.5870 - logcount_predictions_loss: 0.4988 2448/2448 [==============================] - ETA: 0s - loss: 164.4844 - logits_profile_predictions_loss: 163.5867 - logcount_predictions_loss: 0.4988 2448/2448 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logits_profile_predictions_loss: 158.2229 - logcount_predictions_loss: 0.4446 6/2448 [..............................] - ETA: 6:14 - loss: 160.4007 - logits_profile_predictions_loss: 159.6061 - logcount_predictions_loss: 0.4414 7/2448 [..............................] - ETA: 6:13 - loss: 161.2580 - logits_profile_predictions_loss: 160.4612 - logcount_predictions_loss: 0.4427 8/2448 [..............................] - ETA: 6:12 - loss: 161.9265 - logits_profile_predictions_loss: 161.1306 - logcount_predictions_loss: 0.4422 9/2448 [..............................] - ETA: 6:12 - loss: 163.1772 - logits_profile_predictions_loss: 162.3776 - logcount_predictions_loss: 0.4443 10/2448 [..............................] - ETA: 6:12 - loss: 164.3133 - logits_profile_predictions_loss: 163.5080 - logcount_predictions_loss: 0.4474 11/2448 [..............................] - ETA: 6:12 - loss: 165.1747 - logits_profile_predictions_loss: 164.3637 - logcount_predictions_loss: 0.4505 12/2448 [..............................] - ETA: 6:11 - loss: 165.6765 - logits_profile_predictions_loss: 164.8620 - logcount_predictions_loss: 0.4525 13/2448 [..............................] - ETA: 6:11 - loss: 166.1753 - logits_profile_predictions_loss: 165.3580 - logcount_predictions_loss: 0.4541 14/2448 [..............................] - ETA: 6:11 - loss: 166.6200 - logits_profile_predictions_loss: 165.8002 - logcount_predictions_loss: 0.4554 15/2448 [..............................] - ETA: 6:10 - loss: 166.9304 - logits_profile_predictions_loss: 166.1088 - logcount_predictions_loss: 0.4565 16/2448 [..............................] - ETA: 6:10 - loss: 167.0981 - logits_profile_predictions_loss: 166.2740 - logcount_predictions_loss: 0.4578 17/2448 [..............................] - ETA: 6:09 - loss: 167.1071 - logits_profile_predictions_loss: 166.2817 - logcount_predictions_loss: 0.4585 18/2448 [..............................] - ETA: 6:09 - loss: 167.0127 - logits_profile_predictions_loss: 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loss: 166.2661 - logits_profile_predictions_loss: 165.4296 - logcount_predictions_loss: 0.4647 26/2448 [..............................] - ETA: 6:07 - loss: 166.0318 - logits_profile_predictions_loss: 165.1942 - logcount_predictions_loss: 0.4653 27/2448 [..............................] - ETA: 6:07 - loss: 165.8172 - logits_profile_predictions_loss: 164.9785 - logcount_predictions_loss: 0.4660 28/2448 [..............................] - ETA: 6:07 - loss: 165.6305 - logits_profile_predictions_loss: 164.7906 - logcount_predictions_loss: 0.4666 29/2448 [..............................] - ETA: 6:07 - loss: 165.4786 - logits_profile_predictions_loss: 164.6374 - logcount_predictions_loss: 0.4673 30/2448 [..............................] - ETA: 6:06 - loss: 165.3348 - logits_profile_predictions_loss: 164.4924 - logcount_predictions_loss: 0.4680 31/2448 [..............................] - ETA: 6:06 - loss: 165.2313 - logits_profile_predictions_loss: 164.3879 - logcount_predictions_loss: 0.4685 32/2448 [..............................] - ETA: 6:06 - loss: 165.1172 - logits_profile_predictions_loss: 164.2728 - logcount_predictions_loss: 0.4691 33/2448 [..............................] - ETA: 6:06 - loss: 164.9975 - logits_profile_predictions_loss: 164.1524 - logcount_predictions_loss: 0.4695 34/2448 [..............................] - ETA: 6:06 - loss: 164.8553 - logits_profile_predictions_loss: 164.0095 - logcount_predictions_loss: 0.4699 35/2448 [..............................] - ETA: 6:06 - loss: 164.6886 - logits_profile_predictions_loss: 163.8423 - logcount_predictions_loss: 0.4702 36/2448 [..............................] - ETA: 6:06 - loss: 164.5307 - logits_profile_predictions_loss: 163.6839 - logcount_predictions_loss: 0.4705 37/2448 [..............................] - ETA: 6:05 - loss: 164.3571 - logits_profile_predictions_loss: 163.5100 - logcount_predictions_loss: 0.4706 38/2448 [..............................] - ETA: 6:05 - loss: 164.1793 - logits_profile_predictions_loss: 163.3319 - logcount_predictions_loss: 0.4708 39/2448 [..............................] - ETA: 6:05 - loss: 164.0202 - logits_profile_predictions_loss: 163.1726 - logcount_predictions_loss: 0.4709 40/2448 [..............................] - ETA: 6:05 - loss: 163.8573 - logits_profile_predictions_loss: 163.0094 - logcount_predictions_loss: 0.4710 41/2448 [..............................] - ETA: 6:05 - loss: 163.7103 - logits_profile_predictions_loss: 162.8622 - logcount_predictions_loss: 0.4712 42/2448 [..............................] - ETA: 6:04 - loss: 163.5841 - logits_profile_predictions_loss: 162.7358 - logcount_predictions_loss: 0.4713 43/2448 [..............................] - ETA: 6:04 - loss: 163.4599 - logits_profile_predictions_loss: 162.6114 - logcount_predictions_loss: 0.4714 44/2448 [..............................] - ETA: 6:04 - loss: 163.3584 - logits_profile_predictions_loss: 162.5096 - logcount_predictions_loss: 0.4716 45/2448 [..............................] - ETA: 6:04 - loss: 163.2477 - logits_profile_predictions_loss: 162.3985 - logcount_predictions_loss: 0.4717 46/2448 [..............................] - ETA: 6:04 - loss: 163.1322 - logits_profile_predictions_loss: 162.2824 - logcount_predictions_loss: 0.4721 47/2448 [..............................] - ETA: 6:04 - loss: 163.0272 - logits_profile_predictions_loss: 162.1769 - logcount_predictions_loss: 0.4724 48/2448 [..............................] - ETA: 6:03 - loss: 162.9280 - logits_profile_predictions_loss: 162.0773 - logcount_predictions_loss: 0.4726 49/2448 [..............................] - ETA: 6:03 - loss: 162.8258 - logits_profile_predictions_loss: 161.9745 - logcount_predictions_loss: 0.4729 50/2448 [..............................] - ETA: 6:03 - loss: 162.7262 - logits_profile_predictions_loss: 161.8746 - logcount_predictions_loss: 0.4731 51/2448 [..............................] - ETA: 6:03 - loss: 162.6423 - logits_profile_predictions_loss: 161.7902 - logcount_predictions_loss: 0.4734 52/2448 [..............................] - ETA: 6:03 - loss: 162.5587 - logits_profile_predictions_loss: 161.7062 - logcount_predictions_loss: 0.4737 53/2448 [..............................] - ETA: 6:03 - loss: 162.4872 - logits_profile_predictions_loss: 161.6342 - logcount_predictions_loss: 0.4739 54/2448 [..............................] - ETA: 6:02 - loss: 162.4203 - logits_profile_predictions_loss: 161.5668 - logcount_predictions_loss: 0.4742 55/2448 [..............................] - ETA: 6:02 - loss: 162.3647 - logits_profile_predictions_loss: 161.5107 - logcount_predictions_loss: 0.4745 56/2448 [..............................] - ETA: 6:02 - loss: 162.3117 - logits_profile_predictions_loss: 161.4572 - logcount_predictions_loss: 0.4747 57/2448 [..............................] - ETA: 6:02 - loss: 162.2649 - logits_profile_predictions_loss: 161.4099 - logcount_predictions_loss: 0.4750 58/2448 [..............................] - ETA: 6:02 - loss: 162.2191 - logits_profile_predictions_loss: 161.3635 - logcount_predictions_loss: 0.4753 59/2448 [..............................] - ETA: 6:02 - loss: 162.1749 - logits_profile_predictions_loss: 161.3189 - logcount_predictions_loss: 0.4756 60/2448 [..............................] - ETA: 6:01 - loss: 162.1276 - logits_profile_predictions_loss: 161.2712 - logcount_predictions_loss: 0.4758 61/2448 [..............................] - ETA: 6:01 - loss: 162.0758 - logits_profile_predictions_loss: 161.2190 - logcount_predictions_loss: 0.4760 62/2448 [..............................] - ETA: 6:01 - loss: 162.0150 - logits_profile_predictions_loss: 161.1579 - logcount_predictions_loss: 0.4762 63/2448 [..............................] - ETA: 6:01 - loss: 161.9597 - logits_profile_predictions_loss: 161.1022 - logcount_predictions_loss: 0.4764 64/2448 [..............................] - ETA: 6:01 - loss: 161.9075 - logits_profile_predictions_loss: 161.0497 - logcount_predictions_loss: 0.4765 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logits_profile_predictions_loss: 160.6753 - logcount_predictions_loss: 0.4776 72/2448 [..............................] - ETA: 6:00 - loss: 161.4962 - logits_profile_predictions_loss: 160.6364 - logcount_predictions_loss: 0.4777 73/2448 [..............................] - ETA: 6:00 - loss: 161.4574 - logits_profile_predictions_loss: 160.5974 - logcount_predictions_loss: 0.4778 74/2448 [..............................] - ETA: 5:59 - loss: 161.4252 - logits_profile_predictions_loss: 160.5650 - logcount_predictions_loss: 0.4779 75/2448 [..............................] - ETA: 5:59 - loss: 161.3937 - logits_profile_predictions_loss: 160.5334 - logcount_predictions_loss: 0.4779 76/2448 [..............................] - ETA: 5:59 - loss: 161.3646 - logits_profile_predictions_loss: 160.5042 - logcount_predictions_loss: 0.4780 77/2448 [..............................] - ETA: 5:59 - loss: 161.3368 - logits_profile_predictions_loss: 160.4762 - logcount_predictions_loss: 0.4781 78/2448 [..............................] - ETA: 5:59 - loss: 161.3084 - logits_profile_predictions_loss: 160.4477 - logcount_predictions_loss: 0.4782 79/2448 [..............................] - ETA: 5:59 - loss: 161.2818 - logits_profile_predictions_loss: 160.4210 - logcount_predictions_loss: 0.4782 80/2448 [..............................] - ETA: 5:59 - loss: 161.2558 - logits_profile_predictions_loss: 160.3949 - logcount_predictions_loss: 0.4783 81/2448 [..............................] - ETA: 5:58 - loss: 161.2274 - logits_profile_predictions_loss: 160.3665 - logcount_predictions_loss: 0.4783 82/2448 [>.............................] - ETA: 5:58 - loss: 161.2010 - logits_profile_predictions_loss: 160.3400 - logcount_predictions_loss: 0.4783 83/2448 [>.............................] - ETA: 5:58 - loss: 161.1798 - logits_profile_predictions_loss: 160.3188 - logcount_predictions_loss: 0.4783 84/2448 [>.............................] - ETA: 5:58 - loss: 161.1549 - logits_profile_predictions_loss: 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[============================>.] - ETA: 11s - loss: 161.9170 - logits_profile_predictions_loss: 161.0588 - logcount_predictions_loss: 0.4768 2374/2448 [============================>.] - ETA: 11s - loss: 161.9171 - logits_profile_predictions_loss: 161.0589 - logcount_predictions_loss: 0.4768 2375/2448 [============================>.] - ETA: 11s - loss: 161.9172 - logits_profile_predictions_loss: 161.0590 - logcount_predictions_loss: 0.4768 2376/2448 [============================>.] - ETA: 10s - loss: 161.9173 - logits_profile_predictions_loss: 161.0591 - logcount_predictions_loss: 0.4768 2377/2448 [============================>.] - ETA: 10s - loss: 161.9174 - logits_profile_predictions_loss: 161.0593 - logcount_predictions_loss: 0.4768 2378/2448 [============================>.] - ETA: 10s - loss: 161.9175 - logits_profile_predictions_loss: 161.0594 - logcount_predictions_loss: 0.4768 2379/2448 [============================>.] - ETA: 10s - loss: 161.9177 - 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[============================>.] - ETA: 9s - loss: 161.9185 - logits_profile_predictions_loss: 161.0604 - logcount_predictions_loss: 0.4768 2387/2448 [============================>.] - ETA: 9s - loss: 161.9187 - logits_profile_predictions_loss: 161.0605 - logcount_predictions_loss: 0.4768 2388/2448 [============================>.] - ETA: 9s - loss: 161.9188 - logits_profile_predictions_loss: 161.0606 - logcount_predictions_loss: 0.4768 2389/2448 [============================>.] - ETA: 8s - loss: 161.9189 - logits_profile_predictions_loss: 161.0607 - logcount_predictions_loss: 0.4768 2390/2448 [============================>.] - ETA: 8s - loss: 161.9190 - logits_profile_predictions_loss: 161.0609 - logcount_predictions_loss: 0.4768 2391/2448 [============================>.] - ETA: 8s - loss: 161.9192 - logits_profile_predictions_loss: 161.0610 - logcount_predictions_loss: 0.4768 2392/2448 [============================>.] - ETA: 8s - loss: 161.9193 - logits_profile_predictions_loss: 161.0611 - logcount_predictions_loss: 0.4768 2393/2448 [============================>.] - ETA: 8s - loss: 161.9194 - logits_profile_predictions_loss: 161.0612 - logcount_predictions_loss: 0.4768 2394/2448 [============================>.] - ETA: 8s - loss: 161.9195 - logits_profile_predictions_loss: 161.0613 - logcount_predictions_loss: 0.4768 2395/2448 [============================>.] - ETA: 8s - loss: 161.9197 - logits_profile_predictions_loss: 161.0615 - logcount_predictions_loss: 0.4768 2396/2448 [============================>.] - ETA: 7s - loss: 161.9198 - logits_profile_predictions_loss: 161.0616 - logcount_predictions_loss: 0.4768 2397/2448 [============================>.] - ETA: 7s - loss: 161.9199 - logits_profile_predictions_loss: 161.0617 - logcount_predictions_loss: 0.4768 2398/2448 [============================>.] - ETA: 7s - loss: 161.9200 - logits_profile_predictions_loss: 161.0618 - logcount_predictions_loss: 0.4768 2399/2448 [============================>.] - ETA: 7s - loss: 161.9202 - logits_profile_predictions_loss: 161.0620 - logcount_predictions_loss: 0.4768 2400/2448 [============================>.] - ETA: 7s - loss: 161.9203 - logits_profile_predictions_loss: 161.0621 - logcount_predictions_loss: 0.4768 2401/2448 [============================>.] - ETA: 7s - loss: 161.9204 - logits_profile_predictions_loss: 161.0622 - logcount_predictions_loss: 0.4768 2402/2448 [============================>.] - ETA: 6s - loss: 161.9205 - logits_profile_predictions_loss: 161.0623 - logcount_predictions_loss: 0.4768 2403/2448 [============================>.] - ETA: 6s - loss: 161.9207 - logits_profile_predictions_loss: 161.0624 - logcount_predictions_loss: 0.4768 2404/2448 [============================>.] - ETA: 6s - loss: 161.9208 - logits_profile_predictions_loss: 161.0626 - logcount_predictions_loss: 0.4768 2405/2448 [============================>.] - ETA: 6s - loss: 161.9209 - logits_profile_predictions_loss: 161.0627 - logcount_predictions_loss: 0.4768 2406/2448 [============================>.] - ETA: 6s - loss: 161.9210 - logits_profile_predictions_loss: 161.0628 - logcount_predictions_loss: 0.4768 2407/2448 [============================>.] - ETA: 6s - loss: 161.9211 - logits_profile_predictions_loss: 161.0629 - logcount_predictions_loss: 0.4768 2408/2448 [============================>.] - ETA: 6s - loss: 161.9212 - logits_profile_predictions_loss: 161.0630 - logcount_predictions_loss: 0.4768 2409/2448 [============================>.] - ETA: 5s - loss: 161.9214 - logits_profile_predictions_loss: 161.0631 - logcount_predictions_loss: 0.4768 2410/2448 [============================>.] - ETA: 5s - loss: 161.9215 - logits_profile_predictions_loss: 161.0633 - logcount_predictions_loss: 0.4768 2411/2448 [============================>.] - ETA: 5s - loss: 161.9216 - logits_profile_predictions_loss: 161.0634 - logcount_predictions_loss: 0.4768 2412/2448 [============================>.] - ETA: 5s - loss: 161.9217 - logits_profile_predictions_loss: 161.0635 - logcount_predictions_loss: 0.4768 2413/2448 [============================>.] - ETA: 5s - loss: 161.9218 - logits_profile_predictions_loss: 161.0636 - logcount_predictions_loss: 0.4768 2414/2448 [============================>.] - ETA: 5s - loss: 161.9220 - logits_profile_predictions_loss: 161.0637 - logcount_predictions_loss: 0.4768 2415/2448 [============================>.] - ETA: 5s - loss: 161.9221 - logits_profile_predictions_loss: 161.0639 - logcount_predictions_loss: 0.4768 2416/2448 [============================>.] - ETA: 4s - loss: 161.9222 - logits_profile_predictions_loss: 161.0640 - logcount_predictions_loss: 0.4768 2417/2448 [============================>.] - ETA: 4s - loss: 161.9224 - logits_profile_predictions_loss: 161.0641 - logcount_predictions_loss: 0.4768 2418/2448 [============================>.] - ETA: 4s - loss: 161.9225 - logits_profile_predictions_loss: 161.0642 - logcount_predictions_loss: 0.4768 2419/2448 [============================>.] - ETA: 4s - loss: 161.9226 - logits_profile_predictions_loss: 161.0644 - logcount_predictions_loss: 0.4768 2420/2448 [============================>.] - ETA: 4s - loss: 161.9228 - logits_profile_predictions_loss: 161.0645 - logcount_predictions_loss: 0.4768 2421/2448 [============================>.] - ETA: 4s - loss: 161.9229 - logits_profile_predictions_loss: 161.0647 - logcount_predictions_loss: 0.4768 2422/2448 [============================>.] - ETA: 3s - loss: 161.9231 - logits_profile_predictions_loss: 161.0648 - logcount_predictions_loss: 0.4768 2423/2448 [============================>.] - ETA: 3s - loss: 161.9232 - logits_profile_predictions_loss: 161.0650 - logcount_predictions_loss: 0.4768 2424/2448 [============================>.] - ETA: 3s - loss: 161.9234 - logits_profile_predictions_loss: 161.0651 - logcount_predictions_loss: 0.4768 2425/2448 [============================>.] - ETA: 3s - loss: 161.9235 - logits_profile_predictions_loss: 161.0652 - logcount_predictions_loss: 0.4768 2426/2448 [============================>.] - ETA: 3s - loss: 161.9236 - logits_profile_predictions_loss: 161.0654 - logcount_predictions_loss: 0.4768 2427/2448 [============================>.] - ETA: 3s - loss: 161.9238 - logits_profile_predictions_loss: 161.0655 - logcount_predictions_loss: 0.4768 2428/2448 [============================>.] - ETA: 3s - loss: 161.9239 - logits_profile_predictions_loss: 161.0657 - logcount_predictions_loss: 0.4768 2429/2448 [============================>.] - ETA: 2s - loss: 161.9241 - logits_profile_predictions_loss: 161.0658 - logcount_predictions_loss: 0.4768 2430/2448 [============================>.] - ETA: 2s - loss: 161.9242 - logits_profile_predictions_loss: 161.0659 - logcount_predictions_loss: 0.4768 2431/2448 [============================>.] - ETA: 2s - loss: 161.9243 - logits_profile_predictions_loss: 161.0661 - logcount_predictions_loss: 0.4768 2432/2448 [============================>.] - ETA: 2s - loss: 161.9245 - logits_profile_predictions_loss: 161.0662 - logcount_predictions_loss: 0.4768 2433/2448 [============================>.] - ETA: 2s - loss: 161.9246 - logits_profile_predictions_loss: 161.0663 - logcount_predictions_loss: 0.4768 2434/2448 [============================>.] - ETA: 2s - loss: 161.9247 - logits_profile_predictions_loss: 161.0664 - logcount_predictions_loss: 0.4768 2435/2448 [============================>.] - ETA: 1s - loss: 161.9248 - logits_profile_predictions_loss: 161.0666 - logcount_predictions_loss: 0.4768 2436/2448 [============================>.] - ETA: 1s - loss: 161.9250 - logits_profile_predictions_loss: 161.0667 - logcount_predictions_loss: 0.4768 2437/2448 [============================>.] - ETA: 1s - loss: 161.9251 - logits_profile_predictions_loss: 161.0668 - logcount_predictions_loss: 0.4769 2438/2448 [============================>.] - ETA: 1s - loss: 161.9252 - logits_profile_predictions_loss: 161.0669 - logcount_predictions_loss: 0.4769 2439/2448 [============================>.] - ETA: 1s - loss: 161.9254 - logits_profile_predictions_loss: 161.0671 - logcount_predictions_loss: 0.4769 2440/2448 [============================>.] - ETA: 1s - loss: 161.9255 - logits_profile_predictions_loss: 161.0672 - logcount_predictions_loss: 0.4769 2441/2448 [============================>.] - ETA: 1s - loss: 161.9256 - logits_profile_predictions_loss: 161.0673 - logcount_predictions_loss: 0.4769 2442/2448 [============================>.] - ETA: 0s - loss: 161.9258 - logits_profile_predictions_loss: 161.0675 - logcount_predictions_loss: 0.4769 2443/2448 [============================>.] - ETA: 0s - loss: 161.9259 - logits_profile_predictions_loss: 161.0676 - logcount_predictions_loss: 0.4769 2444/2448 [============================>.] - ETA: 0s - loss: 161.9261 - logits_profile_predictions_loss: 161.0678 - logcount_predictions_loss: 0.4769 2445/2448 [============================>.] - ETA: 0s - loss: 161.9262 - logits_profile_predictions_loss: 161.0679 - logcount_predictions_loss: 0.4769 2446/2448 [============================>.] - ETA: 0s - loss: 161.9263 - logits_profile_predictions_loss: 161.0680 - logcount_predictions_loss: 0.4769 2447/2448 [============================>.] - ETA: 0s - loss: 161.9265 - logits_profile_predictions_loss: 161.0682 - logcount_predictions_loss: 0.4769 2448/2448 [==============================] - ETA: 0s - loss: 161.9266 - logits_profile_predictions_loss: 161.0683 - logcount_predictions_loss: 0.4769 2448/2448 [==============================] - 387s 158ms/step - loss: 161.9268 - logits_profile_predictions_loss: 161.0685 - logcount_predictions_loss: 0.4769 - val_loss: 197.7779 - val_logits_profile_predictions_loss: 196.7585 - val_logcount_predictions_loss: 0.5662 + +Epoch 00012: val_loss did not improve from 196.59036 +Restoring model weights from the end of the best epoch. +Epoch 00012: early stopping +save model +save model without bias +2023-01-18_21-57-38: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/predict.py \ + --genome=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ + --bigwig=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR679EFH//preprocessing/bigWigs/ENCSR679EFH.bigWig \ + --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR679EFH//chrombppnet_model_encsr283tme_bias_fold_3//filtered.peaks.bed \ + --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR679EFH//chrombppnet_model_encsr283tme_bias_fold_3//filtered.nonpeaks.bed \ + --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_3.json \ + --inputlen=2114 \ + --outputlen=1000 \ + --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR679EFH//chrombppnet_model_encsr283tme_bias_fold_3//chrombpnet \ + --batch_size=256 \ + --model_h5=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR679EFH//chrombppnet_model_encsr283tme_bias_fold_3//chrombpnet.h5 +got the model +loading peaks... +got split:test for bed regions:(43018, 10) +loading nonpeaks... +got split:test for bed regions:(38514, 10) +0/319 +100/319 +200/319 +300/319 +2023-01-18_22-02-14: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/predict.py \ + --genome=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ + --bigwig=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR679EFH//preprocessing/bigWigs/ENCSR679EFH.bigWig \ + --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR679EFH//chrombppnet_model_encsr283tme_bias_fold_3//filtered.peaks.bed \ + --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR679EFH//chrombppnet_model_encsr283tme_bias_fold_3//filtered.nonpeaks.bed \ + --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_3.json \ + --inputlen=2114 \ + --outputlen=1000 \ + --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR679EFH//chrombppnet_model_encsr283tme_bias_fold_3//chrombpnet_wo_bias \ + --batch_size=256 \ + --model_h5=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR679EFH//chrombppnet_model_encsr283tme_bias_fold_3//chrombpnet_wo_bias.h5 +got the model +loading peaks... +got split:test for bed regions:(43018, 10) +loading nonpeaks... +got split:test for bed regions:(38514, 10) +0/319 +100/319 +200/319 +300/319 +2023-01-18_22-06-50: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/predict.py \ + --genome=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ + --bigwig=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR679EFH//preprocessing/bigWigs/ENCSR679EFH.bigWig \ + --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR679EFH//chrombppnet_model_encsr283tme_bias_fold_3//filtered.peaks.bed \ + --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR679EFH//chrombppnet_model_encsr283tme_bias_fold_3//filtered.nonpeaks.bed \ + --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_3.json \ + --inputlen=2114 \ + --outputlen=1000 \ + --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR679EFH//chrombppnet_model_encsr283tme_bias_fold_3//bias \ + --batch_size=256 \ + --model_h5=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR679EFH//chrombppnet_model_encsr283tme_bias_fold_3//bias_model_scaled.h5 +got the model +loading peaks... +got split:test for bed regions:(43018, 10) +loading nonpeaks... +got split:test for bed regions:(38514, 10) +0/319 +100/319 +200/319 +300/319 +2023-01-18_22-10-21: mkdir /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR679EFH//chrombppnet_model_encsr283tme_bias_fold_3//footprints +2023-01-18_22-10-21: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/evaluation/marginal_footprints/marginal_footprinting.py \ + -g /scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ + -r /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR679EFH//chrombppnet_model_encsr283tme_bias_fold_3//filtered.nonpeaks.bed \ + -chr chr1 \ + -m /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR679EFH//chrombppnet_model_encsr283tme_bias_fold_3//chrombpnet_wo_bias.h5 \ + -bs 512 \ + -o /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR679EFH//chrombppnet_model_encsr283tme_bias_fold_3//footprints/corrected \ + -pwm_f src/evaluation/marginal_footprints/motif_to_pwm.tsv \ + -mo dnase_1,dnase_2 + MOTIF_NAME MOTIF_PWM_FWD +0 tn5_1 GCACAGTACAGAGCTG +1 tn5_2 GTGCACAGTTCTAGAGTGTGCAG +2 tn5_3 CCTCTACACTGTGCAGAA +3 tn5_4 GCACAGTTCTAGACTGTGCAG +4 tn5_5 CTGCACAGTGTAGAGTTGTGC +5 dnase_1 TTTACAAGTCCA +6 dnase_2 TGTACTTACGAA +7 NRF1 GCGCATGCGC +8 AP1 CGATATGACTCATCCC +9 CTCF TTGGCCACTAGGGGGCGCTAT +10 ETS CCGAAAGCGGAAGTGAGAC +11 SP1 AAGGGGGCGGGGCCTAA +12 RUNX CCCTAACCACAGCCC +13 NFKB GCAAGGGAAATTCCCCAGG +14 GATA+TAL GGCTGGGGGGGGCAGATAAGGCC +15 TAL GGCTGGG +16 NFYB CCAGCCAATCAGAGC +17 GABPA GAAACCGGAAGTGGCC +18 BACH1+MAFK AACTGCTGAGTCATCCCG +19 NRF1 CCCCGCGCATGCGCAGTGC +20 HNF4G CCGTTGGACTTTGGACCCTG +got the model +Model: "model_1" +__________________________________________________________________________________________________ +Layer (type) Output Shape Param # Connected to +================================================================================================== +sequence (InputLayer) [(None, 2114, 4)] 0 +__________________________________________________________________________________________________ +wo_bias_bpnet_1st_conv (Conv1D) (None, 2094, 512) 43520 sequence[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_1conv (Conv1D) (None, 2090, 512) 786944 wo_bias_bpnet_1st_conv[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_1crop (Cropping1D (None, 2090, 512) 0 wo_bias_bpnet_1st_conv[0][0] +__________________________________________________________________________________________________ +add (Add) (None, 2090, 512) 0 wo_bias_bpnet_1conv[0][0] + wo_bias_bpnet_1crop[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_2conv (Conv1D) (None, 2082, 512) 786944 add[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_2crop (Cropping1D (None, 2082, 512) 0 add[0][0] +__________________________________________________________________________________________________ +add_1 (Add) (None, 2082, 512) 0 wo_bias_bpnet_2conv[0][0] + wo_bias_bpnet_2crop[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_3conv (Conv1D) (None, 2066, 512) 786944 add_1[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_3crop (Cropping1D (None, 2066, 512) 0 add_1[0][0] +__________________________________________________________________________________________________ +add_2 (Add) (None, 2066, 512) 0 wo_bias_bpnet_3conv[0][0] + wo_bias_bpnet_3crop[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_4conv (Conv1D) (None, 2034, 512) 786944 add_2[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_4crop (Cropping1D (None, 2034, 512) 0 add_2[0][0] +__________________________________________________________________________________________________ +add_3 (Add) (None, 2034, 512) 0 wo_bias_bpnet_4conv[0][0] + wo_bias_bpnet_4crop[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_5conv (Conv1D) (None, 1970, 512) 786944 add_3[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_5crop (Cropping1D (None, 1970, 512) 0 add_3[0][0] +__________________________________________________________________________________________________ +add_4 (Add) (None, 1970, 512) 0 wo_bias_bpnet_5conv[0][0] + wo_bias_bpnet_5crop[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_6conv (Conv1D) (None, 1842, 512) 786944 add_4[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_6crop (Cropping1D (None, 1842, 512) 0 add_4[0][0] +__________________________________________________________________________________________________ +add_5 (Add) (None, 1842, 512) 0 wo_bias_bpnet_6conv[0][0] + wo_bias_bpnet_6crop[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_7conv (Conv1D) (None, 1586, 512) 786944 add_5[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_7crop (Cropping1D (None, 1586, 512) 0 add_5[0][0] +__________________________________________________________________________________________________ +add_6 (Add) (None, 1586, 512) 0 wo_bias_bpnet_7conv[0][0] + wo_bias_bpnet_7crop[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_8conv (Conv1D) (None, 1074, 512) 786944 add_6[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_8crop (Cropping1D (None, 1074, 512) 0 add_6[0][0] +__________________________________________________________________________________________________ +add_7 (Add) (None, 1074, 512) 0 wo_bias_bpnet_8conv[0][0] + wo_bias_bpnet_8crop[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_prof_out_precrop (None, 1000, 1) 38401 add_7[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_logitt_before_fla (None, 1000, 1) 0 wo_bias_bpnet_prof_out_precrop[0] +__________________________________________________________________________________________________ +gap (GlobalAveragePooling1D) (None, 512) 0 add_7[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_logits_profile_pr (None, 1000) 0 wo_bias_bpnet_logitt_before_flatt +__________________________________________________________________________________________________ +wo_bias_bpnet_logcount_predicti (None, 1) 513 gap[0][0] +================================================================================================== +Total params: 6,377,986 +Trainable params: 6,377,986 +Non-trainable params: 0 +__________________________________________________________________________________________________ +inferred model inputlen: 2114 +inferred model outputlen: 1000 +inserting motif: dnase_1 +TTTACAAGTCCA + 1/34 [..............................] - ETA: 4:48 3/34 [=>............................] - ETA: 10s  4/34 [==>...........................] - ETA: 13s 5/34 [===>..........................] - ETA: 14s 6/34 [====>.........................] - ETA: 14s 7/34 [=====>........................] - ETA: 14s 8/34 [======>.......................] - ETA: 14s 9/34 [======>.......................] - ETA: 14s 10/34 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[==============================] - 22s 664ms/step +inserting motif: dnase_2 +TGTACTTACGAA + 1/34 [..............................] - ETA: 0s 2/34 [>.............................] - ETA: 21s 3/34 [=>............................] - ETA: 20s 4/34 [==>...........................] - ETA: 19s 5/34 [===>..........................] - ETA: 19s 6/34 [====>.........................] - ETA: 18s 7/34 [=====>........................] - ETA: 17s 8/34 [======>.......................] - ETA: 17s 9/34 [======>.......................] - ETA: 16s 10/34 [=======>......................] - ETA: 15s 11/34 [========>.....................] - ETA: 15s 12/34 [=========>....................] - ETA: 14s 13/34 [==========>...................] - ETA: 13s 14/34 [===========>..................] - ETA: 13s 15/34 [============>.................] - ETA: 12s 16/34 [=============>................] - ETA: 11s 17/34 [==============>...............] - ETA: 11s 18/34 [==============>...............] - ETA: 10s 19/34 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[====================>.........] - ETA: 6s 25/34 [=====================>........] - ETA: 5s 26/34 [=====================>........] - ETA: 5s 27/34 [======================>.......] - ETA: 4s 28/34 [=======================>......] - ETA: 3s 29/34 [========================>.....] - ETA: 3s 30/34 [=========================>....] - ETA: 2s 31/34 [==========================>...] - ETA: 1s 32/34 [===========================>..] - ETA: 1s 33/34 [============================>.] - ETA: 0s 34/34 [==============================] - ETA: 0s 34/34 [==============================] - 22s 664ms/step +Saving marginal footprints +2023-01-18_22-12-26: mkdir /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR679EFH//chrombppnet_model_encsr283tme_bias_fold_3//footprints +2023-01-18_22-12-27: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/evaluation/marginal_footprints/marginal_footprinting.py \ + -g /scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ + -r /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR679EFH//chrombppnet_model_encsr283tme_bias_fold_3//filtered.nonpeaks.bed \ + -chr chr1 \ + -m /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR679EFH//chrombppnet_model_encsr283tme_bias_fold_3//bias_model_scaled.h5 \ + -bs 512 \ + -o /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR679EFH//chrombppnet_model_encsr283tme_bias_fold_3//footprints/bias \ + -pwm_f src/evaluation/marginal_footprints/motif_to_pwm.tsv \ + -mo dnase_1,dnase_2 + MOTIF_NAME MOTIF_PWM_FWD +0 tn5_1 GCACAGTACAGAGCTG +1 tn5_2 GTGCACAGTTCTAGAGTGTGCAG +2 tn5_3 CCTCTACACTGTGCAGAA +3 tn5_4 GCACAGTTCTAGACTGTGCAG +4 tn5_5 CTGCACAGTGTAGAGTTGTGC +5 dnase_1 TTTACAAGTCCA +6 dnase_2 TGTACTTACGAA +7 NRF1 GCGCATGCGC +8 AP1 CGATATGACTCATCCC +9 CTCF TTGGCCACTAGGGGGCGCTAT +10 ETS CCGAAAGCGGAAGTGAGAC +11 SP1 AAGGGGGCGGGGCCTAA +12 RUNX CCCTAACCACAGCCC +13 NFKB GCAAGGGAAATTCCCCAGG +14 GATA+TAL GGCTGGGGGGGGCAGATAAGGCC +15 TAL GGCTGGG +16 NFYB CCAGCCAATCAGAGC +17 GABPA GAAACCGGAAGTGGCC +18 BACH1+MAFK AACTGCTGAGTCATCCCG +19 NRF1 CCCCGCGCATGCGCAGTGC +20 HNF4G CCGTTGGACTTTGGACCCTG +got the model +Model: "model" +__________________________________________________________________________________________________ +Layer (type) Output Shape Param # Connected to +================================================================================================== +sequence (InputLayer) [(None, 2114, 4)] 0 +__________________________________________________________________________________________________ +bpnet_1st_conv (Conv1D) (None, 2094, 128) 10880 sequence[0][0] +__________________________________________________________________________________________________ +bpnet_1conv (Conv1D) (None, 2090, 128) 49280 bpnet_1st_conv[0][0] +__________________________________________________________________________________________________ +bpnet_1crop (Cropping1D) (None, 2090, 128) 0 bpnet_1st_conv[0][0] +__________________________________________________________________________________________________ +add (Add) (None, 2090, 128) 0 bpnet_1conv[0][0] + bpnet_1crop[0][0] +__________________________________________________________________________________________________ +bpnet_2conv (Conv1D) (None, 2082, 128) 49280 add[0][0] +__________________________________________________________________________________________________ +bpnet_2crop (Cropping1D) (None, 2082, 128) 0 add[0][0] +__________________________________________________________________________________________________ +add_1 (Add) (None, 2082, 128) 0 bpnet_2conv[0][0] + bpnet_2crop[0][0] +__________________________________________________________________________________________________ +bpnet_3conv (Conv1D) (None, 2066, 128) 49280 add_1[0][0] +__________________________________________________________________________________________________ +bpnet_3crop (Cropping1D) (None, 2066, 128) 0 add_1[0][0] +__________________________________________________________________________________________________ +add_2 (Add) (None, 2066, 128) 0 bpnet_3conv[0][0] + bpnet_3crop[0][0] +__________________________________________________________________________________________________ +bpnet_4conv (Conv1D) (None, 2034, 128) 49280 add_2[0][0] +__________________________________________________________________________________________________ +bpnet_4crop (Cropping1D) (None, 2034, 128) 0 add_2[0][0] +__________________________________________________________________________________________________ +add_3 (Add) (None, 2034, 128) 0 bpnet_4conv[0][0] + bpnet_4crop[0][0] +__________________________________________________________________________________________________ +prof_out_precrop (Conv1D) (None, 1960, 1) 9601 add_3[0][0] +__________________________________________________________________________________________________ +logits_profile_predictions_pref (None, 1000, 1) 0 prof_out_precrop[0][0] +__________________________________________________________________________________________________ +gap (GlobalAveragePooling1D) (None, 128) 0 add_3[0][0] +__________________________________________________________________________________________________ +logits_profile_predictions (Fla (None, 1000) 0 logits_profile_predictions_prefla +__________________________________________________________________________________________________ +logcount_predictions (Dense) (None, 1) 129 gap[0][0] +================================================================================================== +Total params: 217,730 +Trainable params: 217,730 +Non-trainable params: 0 +__________________________________________________________________________________________________ +inferred model inputlen: 2114 +inferred model outputlen: 1000 +inserting motif: dnase_1 +TTTACAAGTCCA + 1/34 [..............................] - ETA: 1:51 3/34 [=>............................] - ETA: 1s  4/34 [==>...........................] - ETA: 1s 5/34 [===>..........................] - ETA: 1s 6/34 [====>.........................] - ETA: 1s 7/34 [=====>........................] - ETA: 1s 8/34 [======>.......................] - ETA: 1s 9/34 [======>.......................] - ETA: 1s 10/34 [=======>......................] - ETA: 1s 11/34 [========>.....................] - ETA: 1s 12/34 [=========>....................] - ETA: 1s 13/34 [==========>...................] - ETA: 1s 14/34 [===========>..................] - ETA: 1s 15/34 [============>.................] - ETA: 1s 16/34 [=============>................] - ETA: 0s 17/34 [==============>...............] - ETA: 0s 18/34 [==============>...............] - ETA: 0s 19/34 [===============>..............] - ETA: 0s 20/34 [================>.............] - ETA: 0s 21/34 [=================>............] - ETA: 0s 22/34 [==================>...........] - ETA: 0s 23/34 [===================>..........] - ETA: 0s 24/34 [====================>.........] - ETA: 0s 25/34 [=====================>........] - ETA: 0s 26/34 [=====================>........] - ETA: 0s 27/34 [======================>.......] - ETA: 0s 28/34 [=======================>......] - ETA: 0s 29/34 [========================>.....] - ETA: 0s 30/34 [=========================>....] - ETA: 0s 31/34 [==========================>...] - ETA: 0s 32/34 [===========================>..] - ETA: 0s 33/34 [============================>.] - ETA: 0s 34/34 [==============================] - ETA: 0s 34/34 [==============================] - 5s 64ms/step + 1/34 [..............................] - ETA: 0s 2/34 [>.............................] - ETA: 1s 3/34 [=>............................] - ETA: 1s 4/34 [==>...........................] - ETA: 1s 5/34 [===>..........................] - ETA: 1s 6/34 [====>.........................] - ETA: 1s 7/34 [=====>........................] - ETA: 1s 8/34 [======>.......................] - ETA: 1s 9/34 [======>.......................] - ETA: 1s 10/34 [=======>......................] - ETA: 1s 11/34 [========>.....................] - ETA: 1s 12/34 [=========>....................] - ETA: 1s 13/34 [==========>...................] - ETA: 1s 14/34 [===========>..................] - ETA: 1s 15/34 [============>.................] - ETA: 1s 16/34 [=============>................] - ETA: 1s 17/34 [==============>...............] - ETA: 0s 18/34 [==============>...............] - ETA: 0s 19/34 [===============>..............] - ETA: 0s 20/34 [================>.............] - ETA: 0s 21/34 [=================>............] - ETA: 0s 22/34 [==================>...........] - ETA: 0s 23/34 [===================>..........] - ETA: 0s 24/34 [====================>.........] - ETA: 0s 25/34 [=====================>........] - ETA: 0s 26/34 [=====================>........] - ETA: 0s 27/34 [======================>.......] - ETA: 0s 28/34 [=======================>......] - ETA: 0s 29/34 [========================>.....] - ETA: 0s 30/34 [=========================>....] - ETA: 0s 31/34 [==========================>...] - ETA: 0s 32/34 [===========================>..] - ETA: 0s 33/34 [============================>.] - ETA: 0s 34/34 [==============================] - ETA: 0s 34/34 [==============================] - 2s 57ms/step +inserting motif: dnase_2 +TGTACTTACGAA + 1/34 [..............................] - ETA: 0s 2/34 [>.............................] - ETA: 1s 3/34 [=>............................] - ETA: 1s 4/34 [==>...........................] - ETA: 1s 5/34 [===>..........................] - ETA: 1s 6/34 [====>.........................] - ETA: 1s 7/34 [=====>........................] - ETA: 1s 8/34 [======>.......................] - ETA: 1s 9/34 [======>.......................] - ETA: 1s 10/34 [=======>......................] - ETA: 1s 11/34 [========>.....................] - ETA: 1s 12/34 [=========>....................] - ETA: 1s 13/34 [==========>...................] - ETA: 1s 14/34 [===========>..................] - ETA: 1s 15/34 [============>.................] - ETA: 1s 16/34 [=============>................] - ETA: 1s 17/34 [==============>...............] - ETA: 0s 18/34 [==============>...............] - ETA: 0s 19/34 [===============>..............] - ETA: 0s 20/34 [================>.............] - ETA: 0s 21/34 [=================>............] - ETA: 0s 22/34 [==================>...........] - ETA: 0s 23/34 [===================>..........] - ETA: 0s 24/34 [====================>.........] - ETA: 0s 25/34 [=====================>........] - ETA: 0s 26/34 [=====================>........] - ETA: 0s 27/34 [======================>.......] - ETA: 0s 28/34 [=======================>......] - ETA: 0s 29/34 [========================>.....] - ETA: 0s 30/34 [=========================>....] - ETA: 0s 31/34 [==========================>...] - ETA: 0s 32/34 [===========================>..] - ETA: 0s 33/34 [============================>.] - ETA: 0s 34/34 [==============================] - ETA: 0s 34/34 [==============================] - 2s 57ms/step + 1/34 [..............................] - ETA: 0s 2/34 [>.............................] - ETA: 1s 3/34 [=>............................] - ETA: 1s 4/34 [==>...........................] - ETA: 1s 5/34 [===>..........................] - ETA: 1s 6/34 [====>.........................] - ETA: 1s 7/34 [=====>........................] - ETA: 1s 8/34 [======>.......................] - ETA: 1s 9/34 [======>.......................] - ETA: 1s 10/34 [=======>......................] - ETA: 1s 11/34 [========>.....................] - ETA: 1s 12/34 [=========>....................] - ETA: 1s 13/34 [==========>...................] - ETA: 1s 14/34 [===========>..................] - ETA: 1s 15/34 [============>.................] - ETA: 1s 16/34 [=============>................] - ETA: 1s 17/34 [==============>...............] - ETA: 0s 18/34 [==============>...............] - ETA: 0s 19/34 [===============>..............] - ETA: 0s 20/34 [================>.............] - ETA: 0s 21/34 [=================>............] - ETA: 0s 22/34 [==================>...........] - ETA: 0s 23/34 [===================>..........] - ETA: 0s 24/34 [====================>.........] - ETA: 0s 25/34 [=====================>........] - ETA: 0s 26/34 [=====================>........] - ETA: 0s 27/34 [======================>.......] - ETA: 0s 28/34 [=======================>......] - ETA: 0s 29/34 [========================>.....] - ETA: 0s 30/34 [=========================>....] - ETA: 0s 31/34 [==========================>...] - ETA: 0s 32/34 [===========================>..] - ETA: 0s 33/34 [============================>.] - ETA: 0s 34/34 [==============================] - ETA: 0s 34/34 [==============================] - 2s 57ms/step +Saving marginal footprints