diff --git "a/fold_0/logs.models.fold_0.ENCSR340XQX/logfile.modelling.fold_0.ENCSR340XQX.stdout_v1.txt" "b/fold_0/logs.models.fold_0.ENCSR340XQX/logfile.modelling.fold_0.ENCSR340XQX.stdout_v1.txt" new file mode 100644--- /dev/null +++ "b/fold_0/logs.models.fold_0.ENCSR340XQX/logfile.modelling.fold_0.ENCSR340XQX.stdout_v1.txt" @@ -0,0 +1,428 @@ +2022-03-23_22-13-51: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/helpers/hyperparameters/find_chrombpnet_hyperparams.py \ + --genome=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ + --bigwig=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR340XQX//preprocessing/bigWigs/ENCSR340XQX.bigWig \ + --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR340XQX//preprocessing/downloads/peaks.bed.gz \ + --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR340XQX//negatives_data/negatives_with_summit.bed \ + --outlier_threshold=0.99 \ + --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_0.json \ + --negative_sampling_ratio=0.1 \ + --inputlen=2114 \ + --outputlen=1000 \ + --max_jitter=500 \ + --filters=512 \ + --n_dilation_layers=8 \ + --bias_model_path=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/ENCSR880CUB_bias_0.9.h5 \ + --output_dir=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR340XQX//chrombpnet_model_encsr880cub_bias/ +evaluating hyperparameters on the following chromosomes ['chr2', 'chr4', 'chr5', 'chr7', 'chr9', 'chr10', 'chr11', 'chr12', 'chr13', 'chr14', 'chr15', 'chr16', 'chr17', 'chr18', 'chr19', 'chr21', 'chr22', 'chrX', 'chrY', 'chr8', 'chr20'] +Number of peaks input: 158227 +Number of peaks filtered because the input/output is on the edge: 0 +Number of peaks being used: 158227 +Number of peaks input: 41773 +Number of peaks filtered because the input/output is on the edge: 0 +Number of peaks being used: 41773 +Number of non peaks input: 158226 +Number of non peaks filtered because the input/output is on the edge: 0 +Number of non peaks being used: 158226 +Number of non peaks input: 41773 +Number of non peaks filtered because the input/output is on the edge: 0 +Number of non peaks being used: 41773 +Number of peaks after removing outliers: 156486 +Number of nonpeaks after removing outliers: 141030 +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 +__________________________________________________________________________________________________ +Predicting within adjust counts + 1/4408 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[===========================>..] - ETA: 0s 4263/4408 [============================>.] - ETA: 0s 4274/4408 [============================>.] - ETA: 0s 4285/4408 [============================>.] - ETA: 0s 4296/4408 [============================>.] - ETA: 0s 4307/4408 [============================>.] - ETA: 0s 4318/4408 [============================>.] - ETA: 0s 4329/4408 [============================>.] - ETA: 0s 4340/4408 [============================>.] - ETA: 0s 4351/4408 [============================>.] - ETA: 0s 4362/4408 [============================>.] - ETA: 0s 4373/4408 [============================>.] - ETA: 0s 4384/4408 [============================>.] - ETA: 0s 4395/4408 [============================>.] - ETA: 0s 4406/4408 [============================>.] - ETA: 0s 4408/4408 [==============================] - 30s 5ms/step +2022-03-23_22-20-46: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/train.py \ + --genome=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ + --bigwig=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR340XQX//preprocessing/bigWigs/ENCSR340XQX.bigWig \ + --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR340XQX//chrombpnet_model_encsr880cub_bias//filtered.peaks.bed \ + --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR340XQX//chrombpnet_model_encsr880cub_bias//filtered.nonpeaks.bed \ + --params=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR340XQX//chrombpnet_model_encsr880cub_bias//chrombpnet_model_params.tsv \ + --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR340XQX//chrombpnet_model_encsr880cub_bias//chrombpnet \ + --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_0.json \ + --batch_size=64 \ + --architecture_from_file=/home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/models/chrombpnet_with_bias_model.py \ + --trackables logcount_predictions_loss loss logits_profile_predictions_loss val_logcount_predictions_loss val_loss val_logits_profile_predictions_loss +{'counts_loss_weight': '13.6', 'filters': '512', 'n_dil_layers': '8', 'bias_model_path': '/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR340XQX//chrombpnet_model_encsr880cub_bias/bias_model_scaled.h5', 'inputlen': '2114', 'outputlen': '1000', 'max_jitter': '500', 'chr_fold_path': '/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_0.json', 'negative_sampling_ratio': '0.1'} +got the model +loading peaks... +got split:train for bed regions:(141541, 10) +loading nonpeaks... +got split:train for bed regions:(127179, 10) +loading peaks... +got split:valid for bed regions:(14945, 10) +loading nonpeaks... +got split:valid for bed regions:(13851, 10) +Epoch 1/50 + 1/2433 [..............................] - ETA: 4:33:24 - loss: 532.0524 - logits_profile_predictions_loss: 504.1750 - logcount_predictions_loss: 2.0498 2/2433 [..............................] - ETA: 6:54 - loss: 544.0892 - logits_profile_predictions_loss: 516.9236 - logcount_predictions_loss: 1.9975  3/2433 [..............................] - ETA: 6:40 - loss: 555.5105 - logits_profile_predictions_loss: 528.2418 - logcount_predictions_loss: 2.0050 4/2433 [..............................] - ETA: 6:29 - loss: 560.2992 - logits_profile_predictions_loss: 533.0578 - logcount_predictions_loss: 2.0030 5/2433 [..............................] - ETA: 6:24 - loss: 571.2685 - logits_profile_predictions_loss: 534.8258 - logcount_predictions_loss: 2.6796 6/2433 [..............................] - ETA: 6:20 - loss: 578.0942 - logits_profile_predictions_loss: 536.7057 - logcount_predictions_loss: 3.0433 7/2433 [..............................] - ETA: 6:18 - loss: 582.0632 - logits_profile_predictions_loss: 537.8919 - logcount_predictions_loss: 3.2479 8/2433 [..............................] - ETA: 6:17 - loss: 584.3547 - logits_profile_predictions_loss: 538.5691 - logcount_predictions_loss: 3.3666 9/2433 [..............................] - ETA: 6:16 - loss: 586.0697 - logits_profile_predictions_loss: 539.3469 - logcount_predictions_loss: 3.4355 10/2433 [..............................] - ETA: 6:15 - loss: 586.8761 - logits_profile_predictions_loss: 539.6748 - logcount_predictions_loss: 3.4707 11/2433 [..............................] - ETA: 6:14 - loss: 587.2232 - logits_profile_predictions_loss: 539.8221 - logcount_predictions_loss: 3.4854 12/2433 [..............................] - ETA: 6:13 - loss: 586.7420 - logits_profile_predictions_loss: 539.3785 - logcount_predictions_loss: 3.4826 13/2433 [..............................] - ETA: 6:12 - loss: 585.8081 - logits_profile_predictions_loss: 538.6237 - logcount_predictions_loss: 3.4694 14/2433 [..............................] - ETA: 6:11 - loss: 584.4537 - logits_profile_predictions_loss: 537.5458 - logcount_predictions_loss: 3.4491 15/2433 [..............................] - ETA: 6:11 - loss: 583.4036 - logits_profile_predictions_loss: 536.7903 - logcount_predictions_loss: 3.4274 16/2433 [..............................] - ETA: 6:10 - loss: 582.8723 - logits_profile_predictions_loss: 536.5285 - logcount_predictions_loss: 3.4076 17/2433 [..............................] - ETA: 6:10 - loss: 582.2990 - logits_profile_predictions_loss: 536.2457 - logcount_predictions_loss: 3.3863 18/2433 [..............................] - ETA: 6:10 - loss: 581.8787 - logits_profile_predictions_loss: 536.1040 - logcount_predictions_loss: 3.3658 19/2433 [..............................] - ETA: 6:09 - loss: 581.5893 - logits_profile_predictions_loss: 536.0888 - logcount_predictions_loss: 3.3456 20/2433 [..............................] - ETA: 6:09 - loss: 581.0124 - logits_profile_predictions_loss: 535.8101 - logcount_predictions_loss: 3.3237 21/2433 [..............................] - ETA: 6:09 - loss: 580.5457 - logits_profile_predictions_loss: 535.6312 - logcount_predictions_loss: 3.3025 22/2433 [..............................] - ETA: 6:08 - loss: 580.2689 - logits_profile_predictions_loss: 535.6256 - logcount_predictions_loss: 3.2826 23/2433 [..............................] - ETA: 6:08 - loss: 580.1145 - logits_profile_predictions_loss: 535.7273 - logcount_predictions_loss: 3.2638 24/2433 [..............................] - ETA: 6:08 - loss: 579.9146 - logits_profile_predictions_loss: 535.7832 - logcount_predictions_loss: 3.2450 25/2433 [..............................] - ETA: 6:08 - loss: 579.7190 - logits_profile_predictions_loss: 535.8337 - logcount_predictions_loss: 3.2269 26/2433 [..............................] - ETA: 6:07 - loss: 579.5086 - logits_profile_predictions_loss: 535.8579 - logcount_predictions_loss: 3.2096 27/2433 [..............................] - ETA: 6:07 - loss: 579.2702 - logits_profile_predictions_loss: 535.8505 - logcount_predictions_loss: 3.1926 28/2433 [..............................] - ETA: 6:07 - loss: 578.9712 - logits_profile_predictions_loss: 535.7817 - logcount_predictions_loss: 3.1757 29/2433 [..............................] - ETA: 6:07 - loss: 578.7139 - logits_profile_predictions_loss: 535.7471 - logcount_predictions_loss: 3.1593 30/2433 [..............................] - ETA: 6:06 - loss: 578.4206 - logits_profile_predictions_loss: 535.6722 - logcount_predictions_loss: 3.1433 31/2433 [..............................] - ETA: 6:06 - loss: 578.0876 - logits_profile_predictions_loss: 535.5544 - logcount_predictions_loss: 3.1274 32/2433 [..............................] - ETA: 6:06 - loss: 577.8257 - logits_profile_predictions_loss: 535.4993 - logcount_predictions_loss: 3.1122 33/2433 [..............................] - ETA: 6:06 - loss: 577.5619 - logits_profile_predictions_loss: 535.4365 - logcount_predictions_loss: 3.0975 34/2433 [..............................] - ETA: 6:05 - loss: 577.3374 - logits_profile_predictions_loss: 535.4031 - logcount_predictions_loss: 3.0834 35/2433 [..............................] - ETA: 6:05 - loss: 577.0599 - logits_profile_predictions_loss: 535.3165 - logcount_predictions_loss: 3.0694 36/2433 [..............................] - ETA: 6:05 - loss: 576.7907 - logits_profile_predictions_loss: 535.2313 - logcount_predictions_loss: 3.0558 37/2433 [..............................] - ETA: 6:05 - loss: 576.5275 - logits_profile_predictions_loss: 535.1443 - logcount_predictions_loss: 3.0429 38/2433 [..............................] - ETA: 6:05 - loss: 576.2498 - logits_profile_predictions_loss: 535.0383 - logcount_predictions_loss: 3.0303 39/2433 [..............................] - ETA: 6:04 - loss: 575.9957 - logits_profile_predictions_loss: 534.9504 - logcount_predictions_loss: 3.0180 40/2433 [..............................] - ETA: 6:04 - loss: 575.6463 - logits_profile_predictions_loss: 534.7714 - logcount_predictions_loss: 3.0055 41/2433 [..............................] - ETA: 6:04 - loss: 575.2839 - logits_profile_predictions_loss: 534.5776 - logcount_predictions_loss: 2.9931 42/2433 [..............................] - ETA: 6:04 - loss: 574.9513 - logits_profile_predictions_loss: 534.4089 - logcount_predictions_loss: 2.9811 43/2433 [..............................] - ETA: 6:03 - loss: 574.6444 - logits_profile_predictions_loss: 534.2602 - logcount_predictions_loss: 2.9694 44/2433 [..............................] - ETA: 6:03 - loss: 574.3233 - logits_profile_predictions_loss: 534.0935 - logcount_predictions_loss: 2.9581 45/2433 [..............................] - ETA: 6:03 - loss: 574.0336 - logits_profile_predictions_loss: 533.9518 - logcount_predictions_loss: 2.9472 46/2433 [..............................] - ETA: 6:03 - loss: 573.7829 - logits_profile_predictions_loss: 533.8433 - logcount_predictions_loss: 2.9367 47/2433 [..............................] - ETA: 6:03 - loss: 573.5346 - logits_profile_predictions_loss: 533.7326 - logcount_predictions_loss: 2.9266 48/2433 [..............................] - ETA: 6:03 - loss: 573.2984 - logits_profile_predictions_loss: 533.6296 - logcount_predictions_loss: 2.9168 49/2433 [..............................] - ETA: 6:02 - loss: 573.0932 - logits_profile_predictions_loss: 533.5517 - logcount_predictions_loss: 2.9075 50/2433 [..............................] - ETA: 6:02 - loss: 572.9413 - logits_profile_predictions_loss: 533.5198 - logcount_predictions_loss: 2.8986 51/2433 [..............................] - ETA: 6:02 - loss: 572.8124 - logits_profile_predictions_loss: 533.5054 - logcount_predictions_loss: 2.8902 52/2433 [..............................] - ETA: 6:02 - loss: 572.6636 - logits_profile_predictions_loss: 533.4702 - logcount_predictions_loss: 2.8819 53/2433 [..............................] - ETA: 6:02 - loss: 572.4956 - logits_profile_predictions_loss: 533.4146 - logcount_predictions_loss: 2.8736 54/2433 [..............................] - ETA: 6:01 - loss: 572.3314 - logits_profile_predictions_loss: 533.3599 - logcount_predictions_loss: 2.8655 55/2433 [..............................] - ETA: 6:01 - loss: 572.1679 - logits_profile_predictions_loss: 533.3038 - logcount_predictions_loss: 2.8576 56/2433 [..............................] - ETA: 6:01 - loss: 572.0419 - logits_profile_predictions_loss: 533.2789 - logcount_predictions_loss: 2.8502 57/2433 [..............................] - ETA: 6:01 - loss: 571.9325 - logits_profile_predictions_loss: 533.2654 - logcount_predictions_loss: 2.8432 58/2433 [..............................] - ETA: 6:01 - loss: 571.8417 - logits_profile_predictions_loss: 533.2670 - logcount_predictions_loss: 2.8364 59/2433 [..............................] - ETA: 6:01 - loss: 571.7625 - logits_profile_predictions_loss: 533.2772 - logcount_predictions_loss: 2.8298 60/2433 [..............................] - ETA: 6:00 - loss: 571.6851 - logits_profile_predictions_loss: 533.2878 - logcount_predictions_loss: 2.8233 61/2433 [..............................] - ETA: 6:00 - loss: 571.6123 - logits_profile_predictions_loss: 533.3007 - logcount_predictions_loss: 2.8170 62/2433 [..............................] - ETA: 6:00 - loss: 571.5443 - logits_profile_predictions_loss: 533.3162 - logcount_predictions_loss: 2.8109 63/2433 [..............................] - ETA: 6:00 - loss: 571.4805 - logits_profile_predictions_loss: 533.3338 - logcount_predictions_loss: 2.8049 64/2433 [..............................] - ETA: 6:00 - loss: 571.4435 - logits_profile_predictions_loss: 533.3741 - logcount_predictions_loss: 2.7992 65/2433 [..............................] - ETA: 6:00 - loss: 571.3976 - logits_profile_predictions_loss: 533.4049 - logcount_predictions_loss: 2.7936 66/2433 [..............................] - ETA: 5:59 - loss: 571.3453 - logits_profile_predictions_loss: 533.4277 - logcount_predictions_loss: 2.7881 67/2433 [..............................] - ETA: 5:59 - loss: 571.2732 - logits_profile_predictions_loss: 533.4311 - logcount_predictions_loss: 2.7825 68/2433 [..............................] - ETA: 5:59 - loss: 571.2072 - logits_profile_predictions_loss: 533.4396 - logcount_predictions_loss: 2.7770 69/2433 [..............................] - ETA: 5:59 - loss: 571.1411 - logits_profile_predictions_loss: 533.4468 - logcount_predictions_loss: 2.7716 70/2433 [..............................] - ETA: 5:59 - loss: 571.0982 - logits_profile_predictions_loss: 533.4738 - logcount_predictions_loss: 2.7665 71/2433 [..............................] - ETA: 5:59 - loss: 571.0479 - logits_profile_predictions_loss: 533.4926 - logcount_predictions_loss: 2.7614 72/2433 [..............................] - ETA: 5:58 - loss: 570.9842 - logits_profile_predictions_loss: 533.4976 - logcount_predictions_loss: 2.7564 73/2433 [..............................] - ETA: 5:58 - loss: 570.9117 - logits_profile_predictions_loss: 533.4935 - logcount_predictions_loss: 2.7513 74/2433 [..............................] - ETA: 5:58 - loss: 570.8199 - logits_profile_predictions_loss: 533.4710 - logcount_predictions_loss: 2.7462 75/2433 [..............................] - ETA: 5:58 - loss: 570.7213 - logits_profile_predictions_loss: 533.4414 - logcount_predictions_loss: 2.7412 76/2433 [..............................] - ETA: 5:58 - loss: 570.6228 - logits_profile_predictions_loss: 533.4104 - logcount_predictions_loss: 2.7362 77/2433 [..............................] - ETA: 5:58 - loss: 570.5075 - logits_profile_predictions_loss: 533.3633 - logcount_predictions_loss: 2.7312 78/2433 [..............................] - ETA: 5:58 - loss: 570.3933 - logits_profile_predictions_loss: 533.3157 - logcount_predictions_loss: 2.7263 79/2433 [..............................] - ETA: 5:58 - loss: 570.2706 - logits_profile_predictions_loss: 533.2594 - logcount_predictions_loss: 2.7214 80/2433 [..............................] - ETA: 5:57 - loss: 570.1502 - logits_profile_predictions_loss: 533.2041 - logcount_predictions_loss: 2.7166 81/2433 [..............................] - ETA: 5:57 - loss: 570.0309 - logits_profile_predictions_loss: 533.1486 - logcount_predictions_loss: 2.7119 82/2433 [>.............................] - ETA: 5:57 - loss: 569.9023 - logits_profile_predictions_loss: 533.0836 - logcount_predictions_loss: 2.7073 83/2433 [>.............................] - ETA: 5:57 - loss: 569.7709 - logits_profile_predictions_loss: 533.0149 - logcount_predictions_loss: 2.7026 84/2433 [>.............................] - ETA: 5:57 - loss: 569.6391 - logits_profile_predictions_loss: 532.9448 - logcount_predictions_loss: 2.6981 85/2433 [>.............................] - ETA: 5:57 - loss: 569.5066 - logits_profile_predictions_loss: 532.8731 - logcount_predictions_loss: 2.6936 86/2433 [>.............................] - ETA: 5:57 - loss: 569.3653 - logits_profile_predictions_loss: 532.7923 - logcount_predictions_loss: 2.6892 87/2433 [>.............................] - ETA: 5:56 - loss: 569.2206 - logits_profile_predictions_loss: 532.7076 - logcount_predictions_loss: 2.6848 88/2433 [>.............................] - ETA: 5:56 - loss: 569.0807 - logits_profile_predictions_loss: 532.6267 - logcount_predictions_loss: 2.6804 89/2433 [>.............................] - ETA: 5:56 - loss: 568.9358 - logits_profile_predictions_loss: 532.5406 - logcount_predictions_loss: 2.6761 90/2433 [>.............................] - ETA: 5:56 - loss: 568.7970 - logits_profile_predictions_loss: 532.4600 - logcount_predictions_loss: 2.6718 91/2433 [>.............................] - ETA: 5:56 - loss: 568.6550 - logits_profile_predictions_loss: 532.3755 - logcount_predictions_loss: 2.6676 92/2433 [>.............................] - ETA: 5:56 - loss: 568.5174 - logits_profile_predictions_loss: 532.2941 - logcount_predictions_loss: 2.6635 93/2433 [>.............................] - ETA: 5:55 - loss: 568.3827 - logits_profile_predictions_loss: 532.2148 - logcount_predictions_loss: 2.6594 94/2433 [>.............................] - ETA: 5:55 - loss: 568.2426 - logits_profile_predictions_loss: 532.1294 - logcount_predictions_loss: 2.6554 95/2433 [>.............................] - ETA: 5:55 - loss: 568.1083 - logits_profile_predictions_loss: 532.0487 - logcount_predictions_loss: 2.6514 96/2433 [>.............................] - ETA: 5:55 - loss: 567.9815 - logits_profile_predictions_loss: 531.9738 - logcount_predictions_loss: 2.6476 97/2433 [>.............................] - ETA: 5:55 - loss: 567.8504 - logits_profile_predictions_loss: 531.8945 - logcount_predictions_loss: 2.6438 98/2433 [>.............................] - ETA: 5:55 - loss: 567.7250 - logits_profile_predictions_loss: 531.8197 - logcount_predictions_loss: 2.6401 99/2433 [>.............................] - ETA: 5:55 - loss: 567.6107 - logits_profile_predictions_loss: 531.7543 - logcount_predictions_loss: 2.6365 100/2433 [>.............................] - ETA: 5:54 - loss: 567.4910 - logits_profile_predictions_loss: 531.6833 - logcount_predictions_loss: 2.6329 101/2433 [>.............................] - ETA: 5:54 - loss: 567.3663 - logits_profile_predictions_loss: 531.6070 - logcount_predictions_loss: 2.6294 102/2433 [>.............................] - ETA: 5:54 - loss: 567.2395 - logits_profile_predictions_loss: 531.5284 - logcount_predictions_loss: 2.6258 103/2433 [>.............................] - ETA: 5:54 - loss: 567.1106 - logits_profile_predictions_loss: 531.4473 - logcount_predictions_loss: 2.6223 104/2433 [>.............................] - ETA: 5:54 - loss: 566.9770 - logits_profile_predictions_loss: 531.3619 - logcount_predictions_loss: 2.6188 105/2433 [>.............................] - ETA: 5:54 - loss: 566.8464 - logits_profile_predictions_loss: 531.2787 - logcount_predictions_loss: 2.6153 106/2433 [>.............................] - ETA: 5:54 - loss: 566.7171 - logits_profile_predictions_loss: 531.1962 - logcount_predictions_loss: 2.6118 107/2433 [>.............................] - ETA: 5:53 - loss: 566.5946 - logits_profile_predictions_loss: 531.1194 - logcount_predictions_loss: 2.6085 108/2433 [>.............................] - ETA: 5:53 - loss: 566.4722 - logits_profile_predictions_loss: 531.0421 - logcount_predictions_loss: 2.6051 109/2433 [>.............................] - ETA: 5:53 - loss: 566.3467 - logits_profile_predictions_loss: 530.9614 - logcount_predictions_loss: 2.6019 110/2433 [>.............................] - ETA: 5:53 - loss: 566.2182 - logits_profile_predictions_loss: 530.8775 - logcount_predictions_loss: 2.5986 111/2433 [>.............................] - ETA: 5:53 - loss: 566.0853 - logits_profile_predictions_loss: 530.7891 - logcount_predictions_loss: 2.5953 112/2433 [>.............................] - ETA: 5:53 - loss: 565.9659 - logits_profile_predictions_loss: 530.7129 - logcount_predictions_loss: 2.5921 113/2433 [>.............................] - ETA: 5:53 - loss: 565.8489 - logits_profile_predictions_loss: 530.6384 - logcount_predictions_loss: 2.5890 114/2433 [>.............................] - ETA: 5:52 - loss: 565.7317 - logits_profile_predictions_loss: 530.5632 - logcount_predictions_loss: 2.5859 115/2433 [>.............................] - ETA: 5:52 - loss: 565.6161 - logits_profile_predictions_loss: 530.4890 - logcount_predictions_loss: 2.5829 116/2433 [>.............................] - ETA: 5:52 - loss: 565.5042 - logits_profile_predictions_loss: 530.4179 - logcount_predictions_loss: 2.5799 117/2433 [>.............................] - ETA: 5:52 - loss: 565.3896 - logits_profile_predictions_loss: 530.3439 - logcount_predictions_loss: 2.5769 118/2433 [>.............................] - ETA: 5:52 - loss: 565.2764 - logits_profile_predictions_loss: 530.2705 - logcount_predictions_loss: 2.5740 119/2433 [>.............................] - ETA: 5:52 - loss: 565.1675 - logits_profile_predictions_loss: 530.2004 - logcount_predictions_loss: 2.5711 120/2433 [>.............................] - ETA: 5:51 - loss: 565.0613 - logits_profile_predictions_loss: 530.1325 - logcount_predictions_loss: 2.5683 121/2433 [>.............................] - ETA: 5:51 - loss: 564.9594 - logits_profile_predictions_loss: 530.0678 - logcount_predictions_loss: 2.5655 122/2433 [>.............................] - ETA: 5:51 - loss: 564.8603 - logits_profile_predictions_loss: 530.0055 - logcount_predictions_loss: 2.5629 123/2433 [>.............................] - ETA: 5:51 - loss: 564.7655 - logits_profile_predictions_loss: 529.9465 - logcount_predictions_loss: 2.5602 124/2433 [>.............................] - ETA: 5:51 - loss: 564.6779 - logits_profile_predictions_loss: 529.8936 - logcount_predictions_loss: 2.5577 125/2433 [>.............................] - ETA: 5:51 - loss: 564.5969 - logits_profile_predictions_loss: 529.8462 - logcount_predictions_loss: 2.5552 126/2433 [>.............................] - ETA: 5:51 - loss: 564.5144 - logits_profile_predictions_loss: 529.7973 - logcount_predictions_loss: 2.5527 127/2433 [>.............................] - ETA: 5:50 - loss: 564.4291 - 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logits_profile_predictions_loss: 521.9415 - logcount_predictions_loss: 2.3020 362/2433 [===>..........................] - ETA: 5:15 - loss: 553.2226 - logits_profile_predictions_loss: 521.9210 - logcount_predictions_loss: 2.3016 363/2433 [===>..........................] - ETA: 5:15 - loss: 553.1962 - logits_profile_predictions_loss: 521.9006 - logcount_predictions_loss: 2.3011 364/2433 [===>..........................] - ETA: 5:14 - loss: 553.1696 - logits_profile_predictions_loss: 521.8800 - logcount_predictions_loss: 2.3007 365/2433 [===>..........................] - ETA: 5:14 - loss: 553.1434 - logits_profile_predictions_loss: 521.8599 - logcount_predictions_loss: 2.3003 366/2433 [===>..........................] - ETA: 5:14 - loss: 553.1172 - logits_profile_predictions_loss: 521.8396 - logcount_predictions_loss: 2.2998 367/2433 [===>..........................] - ETA: 5:14 - loss: 553.0909 - logits_profile_predictions_loss: 521.8192 - logcount_predictions_loss: 2.2994 368/2433 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logits_profile_predictions_loss: 521.4221 - logcount_predictions_loss: 2.2911 388/2433 [===>..........................] - ETA: 5:11 - loss: 552.5556 - logits_profile_predictions_loss: 521.4023 - logcount_predictions_loss: 2.2907 389/2433 [===>..........................] - ETA: 5:11 - loss: 552.5299 - logits_profile_predictions_loss: 521.3821 - logcount_predictions_loss: 2.2903 390/2433 [===>..........................] - ETA: 5:10 - loss: 552.5044 - logits_profile_predictions_loss: 521.3620 - logcount_predictions_loss: 2.2899 391/2433 [===>..........................] - ETA: 5:10 - loss: 552.4792 - logits_profile_predictions_loss: 521.3422 - logcount_predictions_loss: 2.2895 392/2433 [===>..........................] - ETA: 5:10 - loss: 552.4546 - logits_profile_predictions_loss: 521.3230 - logcount_predictions_loss: 2.2891 393/2433 [===>..........................] - ETA: 5:10 - loss: 552.4297 - logits_profile_predictions_loss: 521.3035 - logcount_predictions_loss: 2.2887 394/2433 [===>..........................] - ETA: 5:10 - loss: 552.4043 - logits_profile_predictions_loss: 521.2835 - logcount_predictions_loss: 2.2883 395/2433 [===>..........................] - ETA: 5:10 - loss: 552.3787 - logits_profile_predictions_loss: 521.2633 - logcount_predictions_loss: 2.2879 396/2433 [===>..........................] - ETA: 5:10 - loss: 552.3530 - logits_profile_predictions_loss: 521.2429 - logcount_predictions_loss: 2.2875 397/2433 [===>..........................] - ETA: 5:09 - loss: 552.3277 - logits_profile_predictions_loss: 521.2230 - logcount_predictions_loss: 2.2871 398/2433 [===>..........................] - ETA: 5:09 - loss: 552.3027 - logits_profile_predictions_loss: 521.2032 - logcount_predictions_loss: 2.2867 399/2433 [===>..........................] - ETA: 5:09 - loss: 552.2777 - logits_profile_predictions_loss: 521.1834 - logcount_predictions_loss: 2.2863 400/2433 [===>..........................] - ETA: 5:09 - loss: 552.2526 - logits_profile_predictions_loss: 521.1636 - logcount_predictions_loss: 2.2860 401/2433 [===>..........................] - ETA: 5:09 - loss: 552.2279 - logits_profile_predictions_loss: 521.1441 - logcount_predictions_loss: 2.2856 402/2433 [===>..........................] - ETA: 5:09 - loss: 552.2033 - logits_profile_predictions_loss: 521.1247 - logcount_predictions_loss: 2.2852 403/2433 [===>..........................] - ETA: 5:09 - loss: 552.1789 - logits_profile_predictions_loss: 521.1054 - logcount_predictions_loss: 2.2848 404/2433 [===>..........................] - ETA: 5:08 - loss: 552.1542 - logits_profile_predictions_loss: 521.0859 - logcount_predictions_loss: 2.2844 405/2433 [===>..........................] - ETA: 5:08 - loss: 552.1296 - logits_profile_predictions_loss: 521.0664 - logcount_predictions_loss: 2.2841 406/2433 [====>.........................] - ETA: 5:08 - loss: 552.1047 - logits_profile_predictions_loss: 521.0467 - logcount_predictions_loss: 2.2837 407/2433 [====>.........................] - ETA: 5:08 - loss: 552.0797 - logits_profile_predictions_loss: 521.0268 - logcount_predictions_loss: 2.2833 408/2433 [====>.........................] - ETA: 5:08 - loss: 552.0545 - logits_profile_predictions_loss: 521.0067 - logcount_predictions_loss: 2.2829 409/2433 [====>.........................] - ETA: 5:08 - loss: 552.0294 - logits_profile_predictions_loss: 520.9867 - logcount_predictions_loss: 2.2826 410/2433 [====>.........................] - ETA: 5:08 - loss: 552.0047 - logits_profile_predictions_loss: 520.9671 - logcount_predictions_loss: 2.2822 411/2433 [====>.........................] - ETA: 5:07 - loss: 551.9800 - logits_profile_predictions_loss: 520.9475 - logcount_predictions_loss: 2.2818 412/2433 [====>.........................] - ETA: 5:07 - loss: 551.9558 - logits_profile_predictions_loss: 520.9282 - logcount_predictions_loss: 2.2814 413/2433 [====>.........................] - ETA: 5:07 - loss: 551.9315 - 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[====>.........................] - ETA: 5:06 - loss: 551.7601 - logits_profile_predictions_loss: 520.7724 - logcount_predictions_loss: 2.2785 421/2433 [====>.........................] - ETA: 5:06 - loss: 551.7355 - logits_profile_predictions_loss: 520.7527 - logcount_predictions_loss: 2.2782 422/2433 [====>.........................] - ETA: 5:06 - loss: 551.7112 - logits_profile_predictions_loss: 520.7332 - logcount_predictions_loss: 2.2778 423/2433 [====>.........................] - ETA: 5:06 - loss: 551.6866 - logits_profile_predictions_loss: 520.7136 - logcount_predictions_loss: 2.2774 424/2433 [====>.........................] - ETA: 5:05 - loss: 551.6623 - logits_profile_predictions_loss: 520.6942 - logcount_predictions_loss: 2.2771 425/2433 [====>.........................] - ETA: 5:05 - loss: 551.6388 - logits_profile_predictions_loss: 520.6755 - logcount_predictions_loss: 2.2767 426/2433 [====>.........................] - ETA: 5:05 - loss: 551.6153 - 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[====>.........................] - ETA: 5:04 - loss: 551.4524 - logits_profile_predictions_loss: 520.5264 - logcount_predictions_loss: 2.2740 434/2433 [====>.........................] - ETA: 5:04 - loss: 551.4287 - logits_profile_predictions_loss: 520.5073 - logcount_predictions_loss: 2.2736 435/2433 [====>.........................] - ETA: 5:04 - loss: 551.4050 - logits_profile_predictions_loss: 520.4883 - logcount_predictions_loss: 2.2733 436/2433 [====>.........................] - ETA: 5:04 - loss: 551.3812 - logits_profile_predictions_loss: 520.4691 - logcount_predictions_loss: 2.2730 437/2433 [====>.........................] - ETA: 5:03 - loss: 551.3576 - logits_profile_predictions_loss: 520.4501 - logcount_predictions_loss: 2.2726 438/2433 [====>.........................] - ETA: 5:03 - loss: 551.3348 - logits_profile_predictions_loss: 520.4318 - logcount_predictions_loss: 2.2723 439/2433 [====>.........................] - ETA: 5:03 - loss: 551.3125 - 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[====>.........................] - ETA: 5:02 - loss: 551.1549 - logits_profile_predictions_loss: 520.2871 - logcount_predictions_loss: 2.2697 447/2433 [====>.........................] - ETA: 5:02 - loss: 551.1323 - logits_profile_predictions_loss: 520.2689 - logcount_predictions_loss: 2.2694 448/2433 [====>.........................] - ETA: 5:02 - loss: 551.1091 - logits_profile_predictions_loss: 520.2501 - logcount_predictions_loss: 2.2691 449/2433 [====>.........................] - ETA: 5:02 - loss: 551.0863 - logits_profile_predictions_loss: 520.2316 - logcount_predictions_loss: 2.2687 450/2433 [====>.........................] - ETA: 5:01 - loss: 551.0636 - logits_profile_predictions_loss: 520.2132 - logcount_predictions_loss: 2.2684 451/2433 [====>.........................] - ETA: 5:01 - loss: 551.0411 - logits_profile_predictions_loss: 520.1950 - logcount_predictions_loss: 2.2681 452/2433 [====>.........................] - ETA: 5:01 - loss: 551.0187 - 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[====>.........................] - ETA: 5:00 - loss: 550.8625 - logits_profile_predictions_loss: 520.0502 - logcount_predictions_loss: 2.2656 460/2433 [====>.........................] - ETA: 5:00 - loss: 550.8403 - logits_profile_predictions_loss: 520.0322 - logcount_predictions_loss: 2.2653 461/2433 [====>.........................] - ETA: 5:00 - loss: 550.8180 - logits_profile_predictions_loss: 520.0141 - logcount_predictions_loss: 2.2650 462/2433 [====>.........................] - ETA: 5:00 - loss: 550.7955 - logits_profile_predictions_loss: 519.9958 - logcount_predictions_loss: 2.2647 463/2433 [====>.........................] - ETA: 4:59 - loss: 550.7731 - logits_profile_predictions_loss: 519.9775 - logcount_predictions_loss: 2.2644 464/2433 [====>.........................] - ETA: 4:59 - loss: 550.7509 - logits_profile_predictions_loss: 519.9594 - logcount_predictions_loss: 2.2641 465/2433 [====>.........................] - ETA: 4:59 - loss: 550.7287 - 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[====>.........................] - ETA: 4:58 - loss: 550.5708 - logits_profile_predictions_loss: 519.8123 - logcount_predictions_loss: 2.2617 473/2433 [====>.........................] - ETA: 4:58 - loss: 550.5481 - logits_profile_predictions_loss: 519.7937 - logcount_predictions_loss: 2.2614 474/2433 [====>.........................] - ETA: 4:58 - loss: 550.5255 - logits_profile_predictions_loss: 519.7751 - logcount_predictions_loss: 2.2611 475/2433 [====>.........................] - ETA: 4:58 - loss: 550.5027 - logits_profile_predictions_loss: 519.7564 - logcount_predictions_loss: 2.2608 476/2433 [====>.........................] - ETA: 4:57 - loss: 550.4797 - logits_profile_predictions_loss: 519.7374 - logcount_predictions_loss: 2.2605 477/2433 [====>.........................] - ETA: 4:57 - loss: 550.4568 - logits_profile_predictions_loss: 519.7187 - logcount_predictions_loss: 2.2602 478/2433 [====>.........................] - ETA: 4:57 - loss: 550.4341 - 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[====>.........................] - ETA: 4:56 - loss: 550.2729 - logits_profile_predictions_loss: 519.5668 - logcount_predictions_loss: 2.2578 486/2433 [====>.........................] - ETA: 4:56 - loss: 550.2501 - logits_profile_predictions_loss: 519.5481 - logcount_predictions_loss: 2.2575 487/2433 [=====>........................] - ETA: 4:56 - loss: 550.2277 - logits_profile_predictions_loss: 519.5295 - logcount_predictions_loss: 2.2572 488/2433 [=====>........................] - ETA: 4:56 - loss: 550.2052 - logits_profile_predictions_loss: 519.5109 - logcount_predictions_loss: 2.2569 489/2433 [=====>........................] - ETA: 4:56 - loss: 550.1830 - logits_profile_predictions_loss: 519.4926 - logcount_predictions_loss: 2.2567 490/2433 [=====>........................] - ETA: 4:55 - loss: 550.1607 - logits_profile_predictions_loss: 519.4743 - logcount_predictions_loss: 2.2564 491/2433 [=====>........................] - ETA: 4:55 - loss: 550.1383 - 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[=====>........................] - ETA: 4:54 - loss: 549.9826 - logits_profile_predictions_loss: 519.3269 - logcount_predictions_loss: 2.2541 499/2433 [=====>........................] - ETA: 4:54 - loss: 549.9601 - logits_profile_predictions_loss: 519.3082 - logcount_predictions_loss: 2.2538 500/2433 [=====>........................] - ETA: 4:54 - loss: 549.9376 - logits_profile_predictions_loss: 519.2895 - logcount_predictions_loss: 2.2535 501/2433 [=====>........................] - ETA: 4:54 - loss: 549.9152 - logits_profile_predictions_loss: 519.2710 - logcount_predictions_loss: 2.2533 502/2433 [=====>........................] - ETA: 4:54 - loss: 549.8925 - logits_profile_predictions_loss: 519.2521 - logcount_predictions_loss: 2.2530 503/2433 [=====>........................] - ETA: 4:53 - loss: 549.8698 - logits_profile_predictions_loss: 519.2332 - logcount_predictions_loss: 2.2527 504/2433 [=====>........................] - ETA: 4:53 - loss: 549.8473 - 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[=====>........................] - ETA: 4:52 - loss: 549.6886 - logits_profile_predictions_loss: 519.0822 - logcount_predictions_loss: 2.2505 512/2433 [=====>........................] - ETA: 4:52 - loss: 549.6659 - logits_profile_predictions_loss: 519.0633 - logcount_predictions_loss: 2.2502 513/2433 [=====>........................] - ETA: 4:52 - loss: 549.6437 - logits_profile_predictions_loss: 519.0447 - logcount_predictions_loss: 2.2499 514/2433 [=====>........................] - ETA: 4:52 - loss: 549.6218 - logits_profile_predictions_loss: 519.0265 - logcount_predictions_loss: 2.2497 515/2433 [=====>........................] - ETA: 4:52 - loss: 549.6002 - logits_profile_predictions_loss: 519.0084 - logcount_predictions_loss: 2.2494 516/2433 [=====>........................] - ETA: 4:51 - loss: 549.5786 - logits_profile_predictions_loss: 518.9904 - logcount_predictions_loss: 2.2491 517/2433 [=====>........................] - ETA: 4:51 - loss: 549.5569 - 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484.06613, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR340XQX//chrombpnet_model_encsr880cub_bias/chrombpnet.h5 +Epoch 2/50 + 1/2433 [..............................] - ETA: 7:30 - loss: 470.0731 - logits_profile_predictions_loss: 463.8418 - logcount_predictions_loss: 0.4582 2/2433 [..............................] - ETA: 6:29 - loss: 485.5135 - logits_profile_predictions_loss: 479.8316 - logcount_predictions_loss: 0.4178 3/2433 [..............................] - ETA: 6:18 - loss: 485.4378 - logits_profile_predictions_loss: 479.8788 - logcount_predictions_loss: 0.4087 4/2433 [..............................] - ETA: 6:14 - loss: 481.6240 - logits_profile_predictions_loss: 476.1057 - logcount_predictions_loss: 0.4058 5/2433 [..............................] - ETA: 6:12 - loss: 478.5569 - logits_profile_predictions_loss: 473.1485 - logcount_predictions_loss: 0.3977 6/2433 [..............................] - ETA: 6:11 - loss: 475.5875 - 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[====>.........................] - ETA: 5:07 - loss: 477.3794 - logits_profile_predictions_loss: 471.8335 - logcount_predictions_loss: 0.4078 412/2433 [====>.........................] - ETA: 5:07 - loss: 477.3727 - logits_profile_predictions_loss: 471.8274 - logcount_predictions_loss: 0.4077 413/2433 [====>.........................] - ETA: 5:07 - loss: 477.3660 - logits_profile_predictions_loss: 471.8214 - logcount_predictions_loss: 0.4077 414/2433 [====>.........................] - ETA: 5:07 - loss: 477.3595 - logits_profile_predictions_loss: 471.8154 - logcount_predictions_loss: 0.4077 415/2433 [====>.........................] - ETA: 5:06 - loss: 477.3530 - logits_profile_predictions_loss: 471.8096 - logcount_predictions_loss: 0.4076 416/2433 [====>.........................] - ETA: 5:06 - loss: 477.3464 - logits_profile_predictions_loss: 471.8036 - logcount_predictions_loss: 0.4076 417/2433 [====>.........................] - ETA: 5:06 - loss: 477.3402 - 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[====>.........................] - ETA: 5:03 - loss: 477.2209 - logits_profile_predictions_loss: 471.6908 - logcount_predictions_loss: 0.4066 438/2433 [====>.........................] - ETA: 5:03 - loss: 477.2150 - logits_profile_predictions_loss: 471.6856 - logcount_predictions_loss: 0.4066 439/2433 [====>.........................] - ETA: 5:03 - loss: 477.2092 - logits_profile_predictions_loss: 471.6804 - logcount_predictions_loss: 0.4065 440/2433 [====>.........................] - ETA: 5:03 - loss: 477.2034 - logits_profile_predictions_loss: 471.6752 - logcount_predictions_loss: 0.4065 441/2433 [====>.........................] - ETA: 5:02 - loss: 477.1976 - logits_profile_predictions_loss: 471.6700 - logcount_predictions_loss: 0.4064 442/2433 [====>.........................] - ETA: 5:02 - loss: 477.1918 - logits_profile_predictions_loss: 471.6648 - logcount_predictions_loss: 0.4064 443/2433 [====>.........................] - ETA: 5:02 - loss: 477.1862 - logits_profile_predictions_loss: 471.6599 - logcount_predictions_loss: 0.4063 444/2433 [====>.........................] - ETA: 5:02 - loss: 477.1808 - logits_profile_predictions_loss: 471.6551 - logcount_predictions_loss: 0.4063 445/2433 [====>.........................] - ETA: 5:02 - loss: 477.1750 - logits_profile_predictions_loss: 471.6499 - logcount_predictions_loss: 0.4063 446/2433 [====>.........................] - ETA: 5:02 - loss: 477.1694 - logits_profile_predictions_loss: 471.6450 - logcount_predictions_loss: 0.4062 447/2433 [====>.........................] - ETA: 5:02 - loss: 477.1639 - logits_profile_predictions_loss: 471.6400 - logcount_predictions_loss: 0.4062 448/2433 [====>.........................] - ETA: 5:01 - loss: 477.1582 - logits_profile_predictions_loss: 471.6350 - logcount_predictions_loss: 0.4061 449/2433 [====>.........................] - ETA: 5:01 - loss: 477.1525 - logits_profile_predictions_loss: 471.6299 - logcount_predictions_loss: 0.4061 450/2433 [====>.........................] - ETA: 5:01 - loss: 477.1465 - logits_profile_predictions_loss: 471.6246 - logcount_predictions_loss: 0.4060 451/2433 [====>.........................] - ETA: 5:01 - loss: 477.1408 - logits_profile_predictions_loss: 471.6195 - logcount_predictions_loss: 0.4060 452/2433 [====>.........................] - ETA: 5:01 - loss: 477.1352 - logits_profile_predictions_loss: 471.6145 - logcount_predictions_loss: 0.4059 453/2433 [====>.........................] - ETA: 5:01 - loss: 477.1293 - logits_profile_predictions_loss: 471.6093 - logcount_predictions_loss: 0.4059 454/2433 [====>.........................] - ETA: 5:01 - loss: 477.1237 - logits_profile_predictions_loss: 471.6042 - logcount_predictions_loss: 0.4058 455/2433 [====>.........................] - ETA: 5:00 - loss: 477.1181 - logits_profile_predictions_loss: 471.5992 - logcount_predictions_loss: 0.4058 456/2433 [====>.........................] - ETA: 5:00 - loss: 477.1124 - 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[..............................] - ETA: 6:04 - loss: 474.2679 - logits_profile_predictions_loss: 469.7595 - logcount_predictions_loss: 0.3315 38/2433 [..............................] - ETA: 6:03 - loss: 474.1652 - logits_profile_predictions_loss: 469.6587 - logcount_predictions_loss: 0.3314 39/2433 [..............................] - ETA: 6:03 - loss: 474.0725 - logits_profile_predictions_loss: 469.5681 - logcount_predictions_loss: 0.3312 40/2433 [..............................] - ETA: 6:03 - loss: 474.0034 - logits_profile_predictions_loss: 469.5006 - logcount_predictions_loss: 0.3311 41/2433 [..............................] - ETA: 6:04 - loss: 473.9345 - logits_profile_predictions_loss: 469.4341 - logcount_predictions_loss: 0.3309 42/2433 [..............................] - ETA: 6:04 - loss: 473.8675 - logits_profile_predictions_loss: 469.3698 - logcount_predictions_loss: 0.3307 43/2433 [..............................] - ETA: 6:04 - loss: 473.7920 - logits_profile_predictions_loss: 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[=====>........................] - ETA: 4:52 - loss: 470.4419 - logits_profile_predictions_loss: 465.9131 - logcount_predictions_loss: 0.3330 507/2433 [=====>........................] - ETA: 4:52 - loss: 470.4433 - logits_profile_predictions_loss: 465.9144 - logcount_predictions_loss: 0.3330 508/2433 [=====>........................] - ETA: 4:52 - loss: 470.4449 - logits_profile_predictions_loss: 465.9159 - logcount_predictions_loss: 0.3330 509/2433 [=====>........................] - ETA: 4:52 - loss: 470.4466 - logits_profile_predictions_loss: 465.9175 - logcount_predictions_loss: 0.3330 510/2433 [=====>........................] - ETA: 4:52 - loss: 470.4482 - logits_profile_predictions_loss: 465.9190 - logcount_predictions_loss: 0.3330 511/2433 [=====>........................] - ETA: 4:52 - loss: 470.4498 - logits_profile_predictions_loss: 465.9205 - logcount_predictions_loss: 0.3330 512/2433 [=====>........................] - ETA: 4:52 - loss: 470.4513 - 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474.7897 - val_logits_profile_predictions_loss: 470.6772 - val_logcount_predictions_loss: 0.3024 + +Epoch 00004: val_loss improved from 476.16840 to 474.78970, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR340XQX//chrombpnet_model_encsr880cub_bias/chrombpnet.h5 +Epoch 5/50 + 1/2433 [..............................] - ETA: 7:32 - loss: 456.7802 - logits_profile_predictions_loss: 451.9929 - logcount_predictions_loss: 0.3520 2/2433 [..............................] - ETA: 6:37 - loss: 463.3399 - logits_profile_predictions_loss: 458.9623 - logcount_predictions_loss: 0.3219 3/2433 [..............................] - ETA: 6:23 - loss: 457.2584 - logits_profile_predictions_loss: 452.9401 - logcount_predictions_loss: 0.3175 4/2433 [..............................] - ETA: 6:18 - loss: 453.3095 - logits_profile_predictions_loss: 449.0968 - logcount_predictions_loss: 0.3098 5/2433 [..............................] - ETA: 6:15 - loss: 453.8916 - 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logits_profile_predictions_loss: 456.1511 - logcount_predictions_loss: 0.2863 300/2433 [==>...........................] - ETA: 5:23 - loss: 460.0511 - logits_profile_predictions_loss: 456.1568 - logcount_predictions_loss: 0.2864 301/2433 [==>...........................] - ETA: 5:23 - loss: 460.0572 - logits_profile_predictions_loss: 456.1628 - logcount_predictions_loss: 0.2864 302/2433 [==>...........................] - ETA: 5:23 - loss: 460.0636 - logits_profile_predictions_loss: 456.1691 - logcount_predictions_loss: 0.2864 303/2433 [==>...........................] - ETA: 5:23 - loss: 460.0702 - logits_profile_predictions_loss: 456.1755 - logcount_predictions_loss: 0.2864 304/2433 [==>...........................] - ETA: 5:23 - loss: 460.0770 - logits_profile_predictions_loss: 456.1821 - logcount_predictions_loss: 0.2864 305/2433 [==>...........................] - ETA: 5:22 - loss: 460.0840 - logits_profile_predictions_loss: 456.1889 - logcount_predictions_loss: 0.2864 306/2433 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logits_profile_predictions_loss: 456.4826 - logcount_predictions_loss: 0.2869 352/2433 [===>..........................] - ETA: 5:15 - loss: 460.3894 - logits_profile_predictions_loss: 456.4877 - logcount_predictions_loss: 0.2869 353/2433 [===>..........................] - ETA: 5:15 - loss: 460.3951 - logits_profile_predictions_loss: 456.4933 - logcount_predictions_loss: 0.2869 354/2433 [===>..........................] - ETA: 5:15 - loss: 460.4005 - logits_profile_predictions_loss: 456.4986 - logcount_predictions_loss: 0.2869 355/2433 [===>..........................] - ETA: 5:15 - loss: 460.4057 - logits_profile_predictions_loss: 456.5036 - logcount_predictions_loss: 0.2869 356/2433 [===>..........................] - ETA: 5:15 - loss: 460.4106 - logits_profile_predictions_loss: 456.5084 - logcount_predictions_loss: 0.2869 357/2433 [===>..........................] - ETA: 5:15 - loss: 460.4153 - logits_profile_predictions_loss: 456.5129 - logcount_predictions_loss: 0.2870 358/2433 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logits_profile_predictions_loss: 456.5468 - logcount_predictions_loss: 0.2870 365/2433 [===>..........................] - ETA: 5:13 - loss: 460.4554 - logits_profile_predictions_loss: 456.5519 - logcount_predictions_loss: 0.2870 366/2433 [===>..........................] - ETA: 5:13 - loss: 460.4609 - logits_profile_predictions_loss: 456.5573 - logcount_predictions_loss: 0.2870 367/2433 [===>..........................] - ETA: 5:13 - loss: 460.4669 - logits_profile_predictions_loss: 456.5631 - logcount_predictions_loss: 0.2871 368/2433 [===>..........................] - ETA: 5:13 - loss: 460.4724 - logits_profile_predictions_loss: 456.5686 - logcount_predictions_loss: 0.2871 369/2433 [===>..........................] - ETA: 5:13 - loss: 460.4780 - logits_profile_predictions_loss: 456.5741 - logcount_predictions_loss: 0.2871 370/2433 [===>..........................] - ETA: 5:13 - loss: 460.4835 - logits_profile_predictions_loss: 456.5794 - logcount_predictions_loss: 0.2871 371/2433 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logits_profile_predictions_loss: 456.6157 - logcount_predictions_loss: 0.2871 378/2433 [===>..........................] - ETA: 5:11 - loss: 460.5259 - logits_profile_predictions_loss: 456.6209 - logcount_predictions_loss: 0.2871 379/2433 [===>..........................] - ETA: 5:11 - loss: 460.5311 - logits_profile_predictions_loss: 456.6260 - logcount_predictions_loss: 0.2872 380/2433 [===>..........................] - ETA: 5:11 - loss: 460.5366 - logits_profile_predictions_loss: 456.6313 - logcount_predictions_loss: 0.2872 381/2433 [===>..........................] - ETA: 5:11 - loss: 460.5423 - logits_profile_predictions_loss: 456.6369 - logcount_predictions_loss: 0.2872 382/2433 [===>..........................] - ETA: 5:11 - loss: 460.5478 - logits_profile_predictions_loss: 456.6424 - logcount_predictions_loss: 0.2872 383/2433 [===>..........................] - ETA: 5:11 - loss: 460.5533 - logits_profile_predictions_loss: 456.6478 - logcount_predictions_loss: 0.2872 384/2433 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logits_profile_predictions_loss: 459.0458 - logcount_predictions_loss: 0.2909 200/2433 [=>............................] - ETA: 5:39 - loss: 463.0152 - logits_profile_predictions_loss: 459.0595 - logcount_predictions_loss: 0.2909 201/2433 [=>............................] - ETA: 5:38 - loss: 463.0291 - logits_profile_predictions_loss: 459.0733 - logcount_predictions_loss: 0.2909 202/2433 [=>............................] - ETA: 5:38 - loss: 463.0422 - logits_profile_predictions_loss: 459.0863 - logcount_predictions_loss: 0.2909 203/2433 [=>............................] - ETA: 5:38 - loss: 463.0559 - logits_profile_predictions_loss: 459.0999 - logcount_predictions_loss: 0.2909 204/2433 [=>............................] - ETA: 5:38 - loss: 463.0698 - logits_profile_predictions_loss: 459.1137 - logcount_predictions_loss: 0.2909 205/2433 [=>............................] - ETA: 5:38 - loss: 463.0837 - logits_profile_predictions_loss: 459.1276 - logcount_predictions_loss: 0.2909 206/2433 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logits_profile_predictions_loss: 459.6690 - logcount_predictions_loss: 0.2903 330/2433 [===>..........................] - ETA: 5:19 - loss: 463.6138 - logits_profile_predictions_loss: 459.6665 - logcount_predictions_loss: 0.2902 331/2433 [===>..........................] - ETA: 5:19 - loss: 463.6120 - logits_profile_predictions_loss: 459.6648 - logcount_predictions_loss: 0.2902 332/2433 [===>..........................] - ETA: 5:18 - loss: 463.6097 - logits_profile_predictions_loss: 459.6626 - logcount_predictions_loss: 0.2902 333/2433 [===>..........................] - ETA: 5:18 - loss: 463.6071 - logits_profile_predictions_loss: 459.6601 - logcount_predictions_loss: 0.2902 334/2433 [===>..........................] - ETA: 5:18 - loss: 463.6043 - logits_profile_predictions_loss: 459.6574 - logcount_predictions_loss: 0.2902 335/2433 [===>..........................] - ETA: 5:18 - loss: 463.6014 - logits_profile_predictions_loss: 459.6545 - logcount_predictions_loss: 0.2902 336/2433 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logits_profile_predictions_loss: 459.6279 - logcount_predictions_loss: 0.2902 343/2433 [===>..........................] - ETA: 5:17 - loss: 463.5702 - logits_profile_predictions_loss: 459.6237 - logcount_predictions_loss: 0.2902 344/2433 [===>..........................] - ETA: 5:17 - loss: 463.5658 - logits_profile_predictions_loss: 459.6193 - logcount_predictions_loss: 0.2902 345/2433 [===>..........................] - ETA: 5:16 - loss: 463.5608 - logits_profile_predictions_loss: 459.6144 - logcount_predictions_loss: 0.2902 346/2433 [===>..........................] - ETA: 5:16 - loss: 463.5565 - logits_profile_predictions_loss: 459.6101 - logcount_predictions_loss: 0.2902 347/2433 [===>..........................] - ETA: 5:16 - loss: 463.5520 - logits_profile_predictions_loss: 459.6056 - logcount_predictions_loss: 0.2902 348/2433 [===>..........................] - ETA: 5:16 - loss: 463.5472 - logits_profile_predictions_loss: 459.6009 - logcount_predictions_loss: 0.2902 349/2433 [===>..........................] - ETA: 5:16 - loss: 463.5424 - logits_profile_predictions_loss: 459.5961 - logcount_predictions_loss: 0.2902 350/2433 [===>..........................] - ETA: 5:16 - loss: 463.5375 - logits_profile_predictions_loss: 459.5912 - logcount_predictions_loss: 0.2902 351/2433 [===>..........................] - ETA: 5:16 - loss: 463.5326 - logits_profile_predictions_loss: 459.5864 - logcount_predictions_loss: 0.2902 352/2433 [===>..........................] - ETA: 5:15 - loss: 463.5283 - logits_profile_predictions_loss: 459.5821 - logcount_predictions_loss: 0.2902 353/2433 [===>..........................] - ETA: 5:15 - loss: 463.5237 - logits_profile_predictions_loss: 459.5776 - logcount_predictions_loss: 0.2902 354/2433 [===>..........................] - ETA: 5:15 - loss: 463.5189 - logits_profile_predictions_loss: 459.5728 - logcount_predictions_loss: 0.2902 355/2433 [===>..........................] - ETA: 5:15 - loss: 463.5145 - logits_profile_predictions_loss: 459.5685 - logcount_predictions_loss: 0.2902 356/2433 [===>..........................] - ETA: 5:15 - loss: 463.5101 - logits_profile_predictions_loss: 459.5641 - logcount_predictions_loss: 0.2901 357/2433 [===>..........................] - ETA: 5:15 - loss: 463.5059 - logits_profile_predictions_loss: 459.5600 - logcount_predictions_loss: 0.2901 358/2433 [===>..........................] - ETA: 5:15 - loss: 463.5018 - logits_profile_predictions_loss: 459.5560 - logcount_predictions_loss: 0.2901 359/2433 [===>..........................] - ETA: 5:14 - loss: 463.4973 - logits_profile_predictions_loss: 459.5516 - logcount_predictions_loss: 0.2901 360/2433 [===>..........................] - ETA: 5:14 - loss: 463.4927 - logits_profile_predictions_loss: 459.5471 - logcount_predictions_loss: 0.2901 361/2433 [===>..........................] - ETA: 5:14 - loss: 463.4879 - logits_profile_predictions_loss: 459.5423 - logcount_predictions_loss: 0.2901 362/2433 [===>..........................] - ETA: 5:14 - loss: 463.4833 - logits_profile_predictions_loss: 459.5378 - logcount_predictions_loss: 0.2901 363/2433 [===>..........................] - ETA: 5:14 - loss: 463.4782 - logits_profile_predictions_loss: 459.5328 - logcount_predictions_loss: 0.2901 364/2433 [===>..........................] - ETA: 5:14 - loss: 463.4723 - logits_profile_predictions_loss: 459.5270 - logcount_predictions_loss: 0.2901 365/2433 [===>..........................] - ETA: 5:13 - loss: 463.4665 - logits_profile_predictions_loss: 459.5213 - logcount_predictions_loss: 0.2901 366/2433 [===>..........................] - ETA: 5:13 - loss: 463.4610 - logits_profile_predictions_loss: 459.5159 - logcount_predictions_loss: 0.2901 367/2433 [===>..........................] - ETA: 5:13 - loss: 463.4556 - logits_profile_predictions_loss: 459.5105 - logcount_predictions_loss: 0.2901 368/2433 [===>..........................] - ETA: 5:13 - loss: 463.4503 - logits_profile_predictions_loss: 459.5054 - logcount_predictions_loss: 0.2901 369/2433 [===>..........................] - ETA: 5:13 - loss: 463.4455 - logits_profile_predictions_loss: 459.5007 - logcount_predictions_loss: 0.2901 370/2433 [===>..........................] - ETA: 5:13 - loss: 463.4407 - logits_profile_predictions_loss: 459.4959 - logcount_predictions_loss: 0.2901 371/2433 [===>..........................] - ETA: 5:13 - loss: 463.4359 - logits_profile_predictions_loss: 459.4913 - logcount_predictions_loss: 0.2900 372/2433 [===>..........................] - ETA: 5:12 - loss: 463.4310 - logits_profile_predictions_loss: 459.4865 - logcount_predictions_loss: 0.2900 373/2433 [===>..........................] - ETA: 5:12 - loss: 463.4264 - logits_profile_predictions_loss: 459.4821 - logcount_predictions_loss: 0.2900 374/2433 [===>..........................] - ETA: 5:12 - loss: 463.4218 - logits_profile_predictions_loss: 459.4775 - logcount_predictions_loss: 0.2900 375/2433 [===>..........................] - ETA: 5:12 - loss: 463.4167 - logits_profile_predictions_loss: 459.4725 - logcount_predictions_loss: 0.2900 376/2433 [===>..........................] - ETA: 5:12 - loss: 463.4115 - logits_profile_predictions_loss: 459.4675 - logcount_predictions_loss: 0.2900 377/2433 [===>..........................] - ETA: 5:12 - loss: 463.4065 - logits_profile_predictions_loss: 459.4626 - logcount_predictions_loss: 0.2900 378/2433 [===>..........................] - ETA: 5:11 - loss: 463.4009 - logits_profile_predictions_loss: 459.4571 - logcount_predictions_loss: 0.2900 379/2433 [===>..........................] - ETA: 5:11 - loss: 463.3949 - logits_profile_predictions_loss: 459.4513 - logcount_predictions_loss: 0.2900 380/2433 [===>..........................] - ETA: 5:11 - loss: 463.3890 - logits_profile_predictions_loss: 459.4454 - logcount_predictions_loss: 0.2900 381/2433 [===>..........................] - ETA: 5:11 - loss: 463.3834 - logits_profile_predictions_loss: 459.4400 - logcount_predictions_loss: 0.2900 382/2433 [===>..........................] - ETA: 5:11 - loss: 463.3779 - logits_profile_predictions_loss: 459.4346 - logcount_predictions_loss: 0.2900 383/2433 [===>..........................] - ETA: 5:11 - loss: 463.3725 - logits_profile_predictions_loss: 459.4293 - logcount_predictions_loss: 0.2899 384/2433 [===>..........................] - ETA: 5:11 - loss: 463.3666 - logits_profile_predictions_loss: 459.4235 - logcount_predictions_loss: 0.2899 385/2433 [===>..........................] - ETA: 5:10 - loss: 463.3607 - logits_profile_predictions_loss: 459.4177 - logcount_predictions_loss: 0.2899 386/2433 [===>..........................] - ETA: 5:10 - loss: 463.3552 - logits_profile_predictions_loss: 459.4123 - logcount_predictions_loss: 0.2899 387/2433 [===>..........................] - ETA: 5:10 - loss: 463.3495 - logits_profile_predictions_loss: 459.4068 - logcount_predictions_loss: 0.2899 388/2433 [===>..........................] - ETA: 5:10 - loss: 463.3439 - logits_profile_predictions_loss: 459.4012 - logcount_predictions_loss: 0.2899 389/2433 [===>..........................] - ETA: 5:10 - loss: 463.3382 - logits_profile_predictions_loss: 459.3957 - logcount_predictions_loss: 0.2899 390/2433 [===>..........................] - ETA: 5:10 - loss: 463.3323 - logits_profile_predictions_loss: 459.3899 - logcount_predictions_loss: 0.2899 391/2433 [===>..........................] - ETA: 5:10 - loss: 463.3263 - logits_profile_predictions_loss: 459.3840 - logcount_predictions_loss: 0.2899 392/2433 [===>..........................] - ETA: 5:09 - loss: 463.3206 - logits_profile_predictions_loss: 459.3784 - logcount_predictions_loss: 0.2899 393/2433 [===>..........................] - ETA: 5:09 - loss: 463.3149 - logits_profile_predictions_loss: 459.3729 - logcount_predictions_loss: 0.2899 394/2433 [===>..........................] - ETA: 5:09 - loss: 463.3090 - logits_profile_predictions_loss: 459.3671 - logcount_predictions_loss: 0.2898 395/2433 [===>..........................] - ETA: 5:09 - loss: 463.3029 - logits_profile_predictions_loss: 459.3612 - logcount_predictions_loss: 0.2898 396/2433 [===>..........................] - ETA: 5:09 - loss: 463.2970 - logits_profile_predictions_loss: 459.3554 - logcount_predictions_loss: 0.2898 397/2433 [===>..........................] - ETA: 5:09 - loss: 463.2907 - logits_profile_predictions_loss: 459.3492 - logcount_predictions_loss: 0.2898 398/2433 [===>..........................] - ETA: 5:08 - loss: 463.2842 - logits_profile_predictions_loss: 459.3429 - logcount_predictions_loss: 0.2898 399/2433 [===>..........................] - ETA: 5:08 - loss: 463.2781 - logits_profile_predictions_loss: 459.3369 - logcount_predictions_loss: 0.2898 400/2433 [===>..........................] - ETA: 5:08 - loss: 463.2717 - logits_profile_predictions_loss: 459.3307 - logcount_predictions_loss: 0.2898 401/2433 [===>..........................] - ETA: 5:08 - loss: 463.2651 - logits_profile_predictions_loss: 459.3242 - logcount_predictions_loss: 0.2898 402/2433 [===>..........................] - ETA: 5:08 - loss: 463.2587 - logits_profile_predictions_loss: 459.3179 - logcount_predictions_loss: 0.2898 403/2433 [===>..........................] - ETA: 5:08 - loss: 463.2519 - logits_profile_predictions_loss: 459.3112 - logcount_predictions_loss: 0.2898 404/2433 [===>..........................] - ETA: 5:08 - loss: 463.2450 - logits_profile_predictions_loss: 459.3044 - logcount_predictions_loss: 0.2897 405/2433 [===>..........................] - ETA: 5:07 - loss: 463.2380 - logits_profile_predictions_loss: 459.2976 - logcount_predictions_loss: 0.2897 406/2433 [====>.........................] - ETA: 5:07 - loss: 463.2313 - logits_profile_predictions_loss: 459.2910 - logcount_predictions_loss: 0.2897 407/2433 [====>.........................] - ETA: 5:07 - loss: 463.2248 - logits_profile_predictions_loss: 459.2846 - logcount_predictions_loss: 0.2897 408/2433 [====>.........................] - ETA: 5:07 - loss: 463.2183 - logits_profile_predictions_loss: 459.2783 - logcount_predictions_loss: 0.2897 409/2433 [====>.........................] - ETA: 5:07 - loss: 463.2116 - logits_profile_predictions_loss: 459.2718 - logcount_predictions_loss: 0.2897 410/2433 [====>.........................] - ETA: 5:07 - loss: 463.2053 - logits_profile_predictions_loss: 459.2656 - logcount_predictions_loss: 0.2897 411/2433 [====>.........................] - ETA: 5:06 - loss: 463.1991 - logits_profile_predictions_loss: 459.2595 - logcount_predictions_loss: 0.2897 412/2433 [====>.........................] - ETA: 5:06 - loss: 463.1931 - logits_profile_predictions_loss: 459.2537 - logcount_predictions_loss: 0.2897 413/2433 [====>.........................] - ETA: 5:06 - loss: 463.1872 - logits_profile_predictions_loss: 459.2480 - logcount_predictions_loss: 0.2897 414/2433 [====>.........................] - ETA: 5:06 - loss: 463.1816 - logits_profile_predictions_loss: 459.2425 - logcount_predictions_loss: 0.2896 415/2433 [====>.........................] - ETA: 5:06 - loss: 463.1762 - logits_profile_predictions_loss: 459.2371 - logcount_predictions_loss: 0.2896 416/2433 [====>.........................] - ETA: 5:06 - loss: 463.1712 - logits_profile_predictions_loss: 459.2323 - logcount_predictions_loss: 0.2896 417/2433 [====>.........................] - ETA: 5:06 - loss: 463.1664 - logits_profile_predictions_loss: 459.2276 - logcount_predictions_loss: 0.2896 418/2433 [====>.........................] - ETA: 5:05 - loss: 463.1614 - logits_profile_predictions_loss: 459.2228 - logcount_predictions_loss: 0.2896 419/2433 [====>.........................] - ETA: 5:05 - loss: 463.1566 - logits_profile_predictions_loss: 459.2181 - logcount_predictions_loss: 0.2896 420/2433 [====>.........................] - ETA: 5:05 - loss: 463.1522 - logits_profile_predictions_loss: 459.2139 - logcount_predictions_loss: 0.2896 421/2433 [====>.........................] - ETA: 5:05 - loss: 463.1480 - logits_profile_predictions_loss: 459.2098 - logcount_predictions_loss: 0.2896 422/2433 [====>.........................] - ETA: 5:05 - loss: 463.1439 - logits_profile_predictions_loss: 459.2058 - logcount_predictions_loss: 0.2896 423/2433 [====>.........................] - ETA: 5:05 - loss: 463.1401 - logits_profile_predictions_loss: 459.2021 - logcount_predictions_loss: 0.2896 424/2433 [====>.........................] - ETA: 5:04 - loss: 463.1364 - logits_profile_predictions_loss: 459.1986 - logcount_predictions_loss: 0.2895 425/2433 [====>.........................] - ETA: 5:04 - loss: 463.1326 - logits_profile_predictions_loss: 459.1949 - logcount_predictions_loss: 0.2895 426/2433 [====>.........................] - ETA: 5:04 - loss: 463.1289 - logits_profile_predictions_loss: 459.1914 - logcount_predictions_loss: 0.2895 427/2433 [====>.........................] - ETA: 5:04 - loss: 463.1256 - logits_profile_predictions_loss: 459.1882 - logcount_predictions_loss: 0.2895 428/2433 [====>.........................] - ETA: 5:04 - loss: 463.1221 - logits_profile_predictions_loss: 459.1849 - logcount_predictions_loss: 0.2895 429/2433 [====>.........................] - ETA: 5:04 - loss: 463.1184 - logits_profile_predictions_loss: 459.1813 - logcount_predictions_loss: 0.2895 430/2433 [====>.........................] - ETA: 5:04 - loss: 463.1147 - logits_profile_predictions_loss: 459.1778 - logcount_predictions_loss: 0.2895 431/2433 [====>.........................] - ETA: 5:03 - loss: 463.1109 - logits_profile_predictions_loss: 459.1741 - logcount_predictions_loss: 0.2895 432/2433 [====>.........................] - ETA: 5:03 - loss: 463.1074 - logits_profile_predictions_loss: 459.1708 - logcount_predictions_loss: 0.2895 433/2433 [====>.........................] - ETA: 5:03 - loss: 463.1036 - logits_profile_predictions_loss: 459.1671 - logcount_predictions_loss: 0.2895 434/2433 [====>.........................] - ETA: 5:03 - loss: 463.0997 - logits_profile_predictions_loss: 459.1633 - logcount_predictions_loss: 0.2894 435/2433 [====>.........................] - ETA: 5:03 - loss: 463.0955 - logits_profile_predictions_loss: 459.1593 - logcount_predictions_loss: 0.2894 436/2433 [====>.........................] - ETA: 5:03 - loss: 463.0915 - logits_profile_predictions_loss: 459.1555 - logcount_predictions_loss: 0.2894 437/2433 [====>.........................] - ETA: 5:03 - loss: 463.0878 - logits_profile_predictions_loss: 459.1519 - logcount_predictions_loss: 0.2894 438/2433 [====>.........................] - ETA: 5:02 - loss: 463.0841 - logits_profile_predictions_loss: 459.1483 - logcount_predictions_loss: 0.2894 439/2433 [====>.........................] - ETA: 5:02 - loss: 463.0804 - logits_profile_predictions_loss: 459.1448 - logcount_predictions_loss: 0.2894 440/2433 [====>.........................] - ETA: 5:02 - loss: 463.0768 - logits_profile_predictions_loss: 459.1413 - logcount_predictions_loss: 0.2894 441/2433 [====>.........................] - ETA: 5:02 - loss: 463.0731 - logits_profile_predictions_loss: 459.1378 - logcount_predictions_loss: 0.2894 442/2433 [====>.........................] - ETA: 5:02 - loss: 463.0695 - logits_profile_predictions_loss: 459.1343 - logcount_predictions_loss: 0.2894 443/2433 [====>.........................] - ETA: 5:02 - loss: 463.0657 - logits_profile_predictions_loss: 459.1306 - logcount_predictions_loss: 0.2893 444/2433 [====>.........................] - ETA: 5:01 - loss: 463.0618 - logits_profile_predictions_loss: 459.1269 - logcount_predictions_loss: 0.2893 445/2433 [====>.........................] - ETA: 5:01 - loss: 463.0582 - logits_profile_predictions_loss: 459.1234 - logcount_predictions_loss: 0.2893 446/2433 [====>.........................] - ETA: 5:01 - loss: 463.0547 - logits_profile_predictions_loss: 459.1200 - logcount_predictions_loss: 0.2893 447/2433 [====>.........................] - ETA: 5:01 - loss: 463.0515 - logits_profile_predictions_loss: 459.1170 - logcount_predictions_loss: 0.2893 448/2433 [====>.........................] - ETA: 5:01 - loss: 463.0486 - logits_profile_predictions_loss: 459.1142 - logcount_predictions_loss: 0.2893 449/2433 [====>.........................] - ETA: 5:01 - loss: 463.0459 - logits_profile_predictions_loss: 459.1116 - logcount_predictions_loss: 0.2893 450/2433 [====>.........................] - ETA: 5:01 - loss: 463.0431 - logits_profile_predictions_loss: 459.1090 - logcount_predictions_loss: 0.2893 451/2433 [====>.........................] - ETA: 5:00 - loss: 463.0406 - logits_profile_predictions_loss: 459.1066 - logcount_predictions_loss: 0.2893 452/2433 [====>.........................] - ETA: 5:00 - loss: 463.0381 - logits_profile_predictions_loss: 459.1042 - logcount_predictions_loss: 0.2893 453/2433 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logcount_predictions_loss: 0.2459 7/2433 [..............................] - ETA: 6:10 - loss: 433.5687 - logits_profile_predictions_loss: 430.1493 - logcount_predictions_loss: 0.2514 8/2433 [..............................] - ETA: 6:10 - loss: 434.9942 - logits_profile_predictions_loss: 431.5324 - logcount_predictions_loss: 0.2545 9/2433 [..............................] - ETA: 6:09 - loss: 436.4871 - logits_profile_predictions_loss: 433.0019 - logcount_predictions_loss: 0.2563 10/2433 [..............................] - ETA: 6:09 - loss: 437.9067 - logits_profile_predictions_loss: 434.4047 - logcount_predictions_loss: 0.2575 11/2433 [..............................] - ETA: 6:08 - loss: 439.4250 - logits_profile_predictions_loss: 435.9118 - logcount_predictions_loss: 0.2583 12/2433 [..............................] - ETA: 6:08 - loss: 440.4633 - logits_profile_predictions_loss: 436.9366 - logcount_predictions_loss: 0.2593 13/2433 [..............................] - ETA: 6:08 - loss: 441.3928 - logits_profile_predictions_loss: 437.8541 - logcount_predictions_loss: 0.2602 14/2433 [..............................] - ETA: 6:08 - loss: 442.5535 - logits_profile_predictions_loss: 439.0069 - logcount_predictions_loss: 0.2608 15/2433 [..............................] - ETA: 6:07 - loss: 443.8011 - logits_profile_predictions_loss: 440.2404 - logcount_predictions_loss: 0.2618 16/2433 [..............................] - ETA: 6:07 - loss: 444.7673 - logits_profile_predictions_loss: 441.1907 - logcount_predictions_loss: 0.2630 17/2433 [..............................] - ETA: 6:07 - loss: 445.5180 - logits_profile_predictions_loss: 441.9310 - logcount_predictions_loss: 0.2637 18/2433 [..............................] - ETA: 6:07 - loss: 446.0873 - logits_profile_predictions_loss: 442.4854 - logcount_predictions_loss: 0.2648 19/2433 [..............................] - ETA: 6:06 - loss: 446.4326 - logits_profile_predictions_loss: 442.8160 - logcount_predictions_loss: 0.2659 20/2433 [..............................] - ETA: 6:06 - loss: 446.6458 - logits_profile_predictions_loss: 443.0160 - logcount_predictions_loss: 0.2669 21/2433 [..............................] - ETA: 6:06 - loss: 446.7216 - logits_profile_predictions_loss: 443.0836 - logcount_predictions_loss: 0.2675 22/2433 [..............................] - ETA: 6:06 - loss: 446.7089 - logits_profile_predictions_loss: 443.0634 - logcount_predictions_loss: 0.2681 23/2433 [..............................] - ETA: 6:06 - loss: 446.7821 - logits_profile_predictions_loss: 443.1324 - logcount_predictions_loss: 0.2684 24/2433 [..............................] - ETA: 6:05 - loss: 446.8695 - logits_profile_predictions_loss: 443.2173 - logcount_predictions_loss: 0.2685 25/2433 [..............................] - ETA: 6:05 - loss: 446.9810 - logits_profile_predictions_loss: 443.3262 - logcount_predictions_loss: 0.2687 26/2433 [..............................] - ETA: 6:05 - loss: 447.0524 - logits_profile_predictions_loss: 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[..............................] - ETA: 6:01 - loss: 451.8519 - logits_profile_predictions_loss: 448.1978 - logcount_predictions_loss: 0.2687 54/2433 [..............................] - ETA: 6:01 - loss: 451.8931 - logits_profile_predictions_loss: 448.2374 - logcount_predictions_loss: 0.2688 55/2433 [..............................] - ETA: 6:00 - loss: 451.9521 - logits_profile_predictions_loss: 448.2953 - logcount_predictions_loss: 0.2689 56/2433 [..............................] - ETA: 6:00 - loss: 451.9935 - logits_profile_predictions_loss: 448.3356 - logcount_predictions_loss: 0.2690 57/2433 [..............................] - ETA: 6:00 - loss: 452.0403 - logits_profile_predictions_loss: 448.3813 - logcount_predictions_loss: 0.2691 58/2433 [..............................] - ETA: 6:00 - loss: 452.0759 - logits_profile_predictions_loss: 448.4154 - logcount_predictions_loss: 0.2692 59/2433 [..............................] - ETA: 6:00 - loss: 452.1099 - logits_profile_predictions_loss: 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[>.............................] - ETA: 5:56 - loss: 452.8664 - logits_profile_predictions_loss: 449.1734 - logcount_predictions_loss: 0.2716 87/2433 [>.............................] - ETA: 5:55 - loss: 452.9024 - logits_profile_predictions_loss: 449.2090 - logcount_predictions_loss: 0.2716 88/2433 [>.............................] - ETA: 5:55 - loss: 452.9395 - logits_profile_predictions_loss: 449.2458 - logcount_predictions_loss: 0.2716 89/2433 [>.............................] - ETA: 5:55 - loss: 452.9837 - logits_profile_predictions_loss: 449.2896 - logcount_predictions_loss: 0.2716 90/2433 [>.............................] - ETA: 5:55 - loss: 453.0265 - logits_profile_predictions_loss: 449.3319 - logcount_predictions_loss: 0.2717 91/2433 [>.............................] - ETA: 5:55 - loss: 453.0649 - logits_profile_predictions_loss: 449.3701 - logcount_predictions_loss: 0.2717 92/2433 [>.............................] - ETA: 5:55 - loss: 453.1123 - logits_profile_predictions_loss: 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logits_profile_predictions_loss: 454.6178 - logcount_predictions_loss: 0.2696 360/2433 [===>..........................] - ETA: 5:14 - loss: 458.2917 - logits_profile_predictions_loss: 454.6253 - logcount_predictions_loss: 0.2696 361/2433 [===>..........................] - ETA: 5:14 - loss: 458.2985 - logits_profile_predictions_loss: 454.6324 - logcount_predictions_loss: 0.2696 362/2433 [===>..........................] - ETA: 5:14 - loss: 458.3057 - logits_profile_predictions_loss: 454.6397 - logcount_predictions_loss: 0.2696 363/2433 [===>..........................] - ETA: 5:14 - loss: 458.3132 - logits_profile_predictions_loss: 454.6474 - logcount_predictions_loss: 0.2695 364/2433 [===>..........................] - ETA: 5:14 - loss: 458.3208 - logits_profile_predictions_loss: 454.6551 - logcount_predictions_loss: 0.2695 365/2433 [===>..........................] - ETA: 5:13 - loss: 458.3284 - logits_profile_predictions_loss: 454.6629 - logcount_predictions_loss: 0.2695 366/2433 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[====>.........................] - ETA: 5:00 - loss: 458.7349 - logits_profile_predictions_loss: 455.0841 - logcount_predictions_loss: 0.2684 458/2433 [====>.........................] - ETA: 4:59 - loss: 458.7377 - logits_profile_predictions_loss: 455.0870 - logcount_predictions_loss: 0.2684 459/2433 [====>.........................] - ETA: 4:59 - loss: 458.7401 - logits_profile_predictions_loss: 455.0896 - logcount_predictions_loss: 0.2684 460/2433 [====>.........................] - ETA: 4:59 - loss: 458.7429 - logits_profile_predictions_loss: 455.0926 - logcount_predictions_loss: 0.2684 461/2433 [====>.........................] - ETA: 4:59 - loss: 458.7457 - logits_profile_predictions_loss: 455.0955 - logcount_predictions_loss: 0.2684 462/2433 [====>.........................] - ETA: 4:59 - loss: 458.7481 - logits_profile_predictions_loss: 455.0981 - logcount_predictions_loss: 0.2684 463/2433 [====>.........................] - ETA: 4:59 - loss: 458.7504 - 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[====>.........................] - ETA: 4:56 - loss: 458.7941 - logits_profile_predictions_loss: 455.1476 - logcount_predictions_loss: 0.2681 484/2433 [====>.........................] - ETA: 4:55 - loss: 458.7964 - logits_profile_predictions_loss: 455.1501 - logcount_predictions_loss: 0.2681 485/2433 [====>.........................] - ETA: 4:55 - loss: 458.7988 - logits_profile_predictions_loss: 455.1527 - logcount_predictions_loss: 0.2681 486/2433 [====>.........................] - ETA: 4:55 - loss: 458.8013 - logits_profile_predictions_loss: 455.1553 - logcount_predictions_loss: 0.2681 487/2433 [=====>........................] - ETA: 4:55 - loss: 458.8039 - logits_profile_predictions_loss: 455.1581 - logcount_predictions_loss: 0.2681 488/2433 [=====>........................] - ETA: 4:55 - loss: 458.8066 - logits_profile_predictions_loss: 455.1609 - logcount_predictions_loss: 0.2681 489/2433 [=====>........................] - ETA: 4:55 - loss: 458.8094 - 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[=====>........................] - ETA: 4:54 - loss: 458.8284 - logits_profile_predictions_loss: 455.1841 - logcount_predictions_loss: 0.2680 497/2433 [=====>........................] - ETA: 4:53 - loss: 458.8308 - logits_profile_predictions_loss: 455.1866 - logcount_predictions_loss: 0.2679 498/2433 [=====>........................] - ETA: 4:53 - loss: 458.8330 - logits_profile_predictions_loss: 455.1890 - logcount_predictions_loss: 0.2679 499/2433 [=====>........................] - ETA: 4:53 - loss: 458.8352 - logits_profile_predictions_loss: 455.1913 - logcount_predictions_loss: 0.2679 500/2433 [=====>........................] - ETA: 4:53 - loss: 458.8371 - logits_profile_predictions_loss: 455.1934 - logcount_predictions_loss: 0.2679 501/2433 [=====>........................] - ETA: 4:53 - loss: 458.8390 - logits_profile_predictions_loss: 455.1955 - logcount_predictions_loss: 0.2679 502/2433 [=====>........................] - ETA: 4:53 - loss: 458.8408 - 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[=====>........................] - ETA: 4:52 - loss: 458.8512 - logits_profile_predictions_loss: 455.2088 - logcount_predictions_loss: 0.2678 510/2433 [=====>........................] - ETA: 4:51 - loss: 458.8527 - logits_profile_predictions_loss: 455.2105 - logcount_predictions_loss: 0.2678 511/2433 [=====>........................] - ETA: 4:51 - loss: 458.8542 - logits_profile_predictions_loss: 455.2121 - logcount_predictions_loss: 0.2678 512/2433 [=====>........................] - ETA: 4:51 - loss: 458.8556 - logits_profile_predictions_loss: 455.2137 - logcount_predictions_loss: 0.2678 513/2433 [=====>........................] - ETA: 4:51 - loss: 458.8569 - logits_profile_predictions_loss: 455.2152 - logcount_predictions_loss: 0.2678 514/2433 [=====>........................] - ETA: 4:51 - loss: 458.8582 - logits_profile_predictions_loss: 455.2166 - logcount_predictions_loss: 0.2678 515/2433 [=====>........................] - ETA: 4:51 - loss: 458.8597 - 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logits_profile_predictions_loss: 457.2264 - logcount_predictions_loss: 0.2701 326/2433 [===>..........................] - ETA: 5:19 - loss: 460.8847 - logits_profile_predictions_loss: 457.2121 - logcount_predictions_loss: 0.2701 327/2433 [===>..........................] - ETA: 5:19 - loss: 460.8706 - logits_profile_predictions_loss: 457.1981 - logcount_predictions_loss: 0.2700 328/2433 [===>..........................] - ETA: 5:19 - loss: 460.8569 - logits_profile_predictions_loss: 457.1845 - logcount_predictions_loss: 0.2700 329/2433 [===>..........................] - ETA: 5:19 - loss: 460.8437 - logits_profile_predictions_loss: 457.1715 - logcount_predictions_loss: 0.2700 330/2433 [===>..........................] - ETA: 5:19 - loss: 460.8306 - logits_profile_predictions_loss: 457.1586 - logcount_predictions_loss: 0.2700 331/2433 [===>..........................] - ETA: 5:19 - loss: 460.8178 - logits_profile_predictions_loss: 457.1458 - logcount_predictions_loss: 0.2700 332/2433 [===>..........................] - ETA: 5:19 - loss: 460.8053 - logits_profile_predictions_loss: 457.1336 - logcount_predictions_loss: 0.2700 333/2433 [===>..........................] - ETA: 5:18 - loss: 460.7928 - logits_profile_predictions_loss: 457.1212 - logcount_predictions_loss: 0.2700 334/2433 [===>..........................] - ETA: 5:18 - loss: 460.7807 - logits_profile_predictions_loss: 457.1092 - logcount_predictions_loss: 0.2700 335/2433 [===>..........................] - ETA: 5:18 - loss: 460.7688 - logits_profile_predictions_loss: 457.0974 - logcount_predictions_loss: 0.2700 336/2433 [===>..........................] - ETA: 5:18 - loss: 460.7564 - logits_profile_predictions_loss: 457.0852 - logcount_predictions_loss: 0.2699 337/2433 [===>..........................] - ETA: 5:18 - loss: 460.7439 - logits_profile_predictions_loss: 457.0728 - logcount_predictions_loss: 0.2699 338/2433 [===>..........................] - ETA: 5:18 - loss: 460.7314 - logits_profile_predictions_loss: 457.0604 - logcount_predictions_loss: 0.2699 339/2433 [===>..........................] - ETA: 5:17 - loss: 460.7195 - logits_profile_predictions_loss: 457.0486 - logcount_predictions_loss: 0.2699 340/2433 [===>..........................] - ETA: 5:17 - loss: 460.7074 - logits_profile_predictions_loss: 457.0367 - logcount_predictions_loss: 0.2699 341/2433 [===>..........................] - ETA: 5:17 - loss: 460.6952 - logits_profile_predictions_loss: 457.0246 - logcount_predictions_loss: 0.2699 342/2433 [===>..........................] - ETA: 5:17 - loss: 460.6823 - logits_profile_predictions_loss: 457.0118 - logcount_predictions_loss: 0.2699 343/2433 [===>..........................] - ETA: 5:17 - loss: 460.6692 - logits_profile_predictions_loss: 456.9988 - logcount_predictions_loss: 0.2699 344/2433 [===>..........................] - ETA: 5:17 - loss: 460.6568 - logits_profile_predictions_loss: 456.9865 - logcount_predictions_loss: 0.2699 345/2433 [===>..........................] - ETA: 5:17 - loss: 460.6440 - logits_profile_predictions_loss: 456.9739 - logcount_predictions_loss: 0.2699 346/2433 [===>..........................] - ETA: 5:16 - loss: 460.6314 - logits_profile_predictions_loss: 456.9614 - logcount_predictions_loss: 0.2699 347/2433 [===>..........................] - ETA: 5:16 - loss: 460.6186 - logits_profile_predictions_loss: 456.9487 - logcount_predictions_loss: 0.2698 348/2433 [===>..........................] - ETA: 5:16 - loss: 460.6060 - logits_profile_predictions_loss: 456.9363 - logcount_predictions_loss: 0.2698 349/2433 [===>..........................] - ETA: 5:16 - loss: 460.5941 - logits_profile_predictions_loss: 456.9246 - logcount_predictions_loss: 0.2698 350/2433 [===>..........................] - ETA: 5:16 - loss: 460.5819 - logits_profile_predictions_loss: 456.9125 - logcount_predictions_loss: 0.2698 351/2433 [===>..........................] - ETA: 5:16 - loss: 460.5694 - logits_profile_predictions_loss: 456.9001 - logcount_predictions_loss: 0.2698 352/2433 [===>..........................] - ETA: 5:15 - loss: 460.5568 - logits_profile_predictions_loss: 456.8877 - logcount_predictions_loss: 0.2698 353/2433 [===>..........................] - ETA: 5:15 - loss: 460.5442 - logits_profile_predictions_loss: 456.8752 - logcount_predictions_loss: 0.2698 354/2433 [===>..........................] - ETA: 5:15 - loss: 460.5319 - logits_profile_predictions_loss: 456.8631 - logcount_predictions_loss: 0.2698 355/2433 [===>..........................] - ETA: 5:15 - loss: 460.5196 - logits_profile_predictions_loss: 456.8509 - logcount_predictions_loss: 0.2698 356/2433 [===>..........................] - ETA: 5:15 - loss: 460.5077 - logits_profile_predictions_loss: 456.8392 - logcount_predictions_loss: 0.2698 357/2433 [===>..........................] - ETA: 5:15 - loss: 460.4959 - logits_profile_predictions_loss: 456.8275 - logcount_predictions_loss: 0.2697 358/2433 [===>..........................] - ETA: 5:15 - loss: 460.4840 - logits_profile_predictions_loss: 456.8157 - logcount_predictions_loss: 0.2697 359/2433 [===>..........................] - ETA: 5:14 - loss: 460.4718 - logits_profile_predictions_loss: 456.8037 - logcount_predictions_loss: 0.2697 360/2433 [===>..........................] - ETA: 5:14 - loss: 460.4596 - logits_profile_predictions_loss: 456.7916 - logcount_predictions_loss: 0.2697 361/2433 [===>..........................] - ETA: 5:14 - loss: 460.4478 - logits_profile_predictions_loss: 456.7799 - logcount_predictions_loss: 0.2697 362/2433 [===>..........................] - ETA: 5:14 - loss: 460.4363 - logits_profile_predictions_loss: 456.7685 - logcount_predictions_loss: 0.2697 363/2433 [===>..........................] - ETA: 5:14 - loss: 460.4244 - logits_profile_predictions_loss: 456.7568 - logcount_predictions_loss: 0.2697 364/2433 [===>..........................] - ETA: 5:14 - loss: 460.4125 - logits_profile_predictions_loss: 456.7450 - logcount_predictions_loss: 0.2697 365/2433 [===>..........................] - ETA: 5:14 - loss: 460.4008 - logits_profile_predictions_loss: 456.7334 - logcount_predictions_loss: 0.2697 366/2433 [===>..........................] - ETA: 5:13 - loss: 460.3888 - logits_profile_predictions_loss: 456.7216 - logcount_predictions_loss: 0.2697 367/2433 [===>..........................] - ETA: 5:13 - loss: 460.3767 - logits_profile_predictions_loss: 456.7096 - logcount_predictions_loss: 0.2696 368/2433 [===>..........................] - ETA: 5:13 - loss: 460.3645 - logits_profile_predictions_loss: 456.6975 - logcount_predictions_loss: 0.2696 369/2433 [===>..........................] - ETA: 5:13 - loss: 460.3527 - logits_profile_predictions_loss: 456.6858 - logcount_predictions_loss: 0.2696 370/2433 [===>..........................] - ETA: 5:13 - loss: 460.3410 - logits_profile_predictions_loss: 456.6742 - logcount_predictions_loss: 0.2696 371/2433 [===>..........................] - ETA: 5:13 - loss: 460.3290 - logits_profile_predictions_loss: 456.6623 - logcount_predictions_loss: 0.2696 372/2433 [===>..........................] - ETA: 5:12 - loss: 460.3170 - logits_profile_predictions_loss: 456.6505 - logcount_predictions_loss: 0.2696 373/2433 [===>..........................] - ETA: 5:12 - loss: 460.3050 - logits_profile_predictions_loss: 456.6386 - logcount_predictions_loss: 0.2696 374/2433 [===>..........................] - ETA: 5:12 - loss: 460.2935 - logits_profile_predictions_loss: 456.6272 - logcount_predictions_loss: 0.2696 375/2433 [===>..........................] - ETA: 5:12 - loss: 460.2823 - logits_profile_predictions_loss: 456.6161 - logcount_predictions_loss: 0.2696 376/2433 [===>..........................] - ETA: 5:12 - loss: 460.2710 - logits_profile_predictions_loss: 456.6050 - logcount_predictions_loss: 0.2696 377/2433 [===>..........................] - ETA: 5:12 - loss: 460.2597 - logits_profile_predictions_loss: 456.5938 - logcount_predictions_loss: 0.2696 378/2433 [===>..........................] - ETA: 5:12 - loss: 460.2487 - logits_profile_predictions_loss: 456.5829 - logcount_predictions_loss: 0.2696 379/2433 [===>..........................] - ETA: 5:11 - loss: 460.2377 - logits_profile_predictions_loss: 456.5720 - logcount_predictions_loss: 0.2695 380/2433 [===>..........................] - ETA: 5:11 - loss: 460.2272 - logits_profile_predictions_loss: 456.5617 - logcount_predictions_loss: 0.2695 381/2433 [===>..........................] - ETA: 5:11 - loss: 460.2167 - logits_profile_predictions_loss: 456.5513 - logcount_predictions_loss: 0.2695 382/2433 [===>..........................] - ETA: 5:11 - loss: 460.2067 - logits_profile_predictions_loss: 456.5415 - logcount_predictions_loss: 0.2695 383/2433 [===>..........................] - ETA: 5:11 - loss: 460.1967 - logits_profile_predictions_loss: 456.5316 - logcount_predictions_loss: 0.2695 384/2433 [===>..........................] - ETA: 5:11 - loss: 460.1864 - logits_profile_predictions_loss: 456.5214 - logcount_predictions_loss: 0.2695 385/2433 [===>..........................] - ETA: 5:10 - loss: 460.1768 - logits_profile_predictions_loss: 456.5119 - logcount_predictions_loss: 0.2695 386/2433 [===>..........................] - ETA: 5:10 - loss: 460.1671 - logits_profile_predictions_loss: 456.5024 - logcount_predictions_loss: 0.2695 387/2433 [===>..........................] - ETA: 5:10 - loss: 460.1579 - logits_profile_predictions_loss: 456.4933 - logcount_predictions_loss: 0.2695 388/2433 [===>..........................] - ETA: 5:10 - loss: 460.1487 - logits_profile_predictions_loss: 456.4842 - logcount_predictions_loss: 0.2695 389/2433 [===>..........................] - ETA: 5:10 - loss: 460.1398 - logits_profile_predictions_loss: 456.4754 - logcount_predictions_loss: 0.2694 390/2433 [===>..........................] - ETA: 5:10 - loss: 460.1308 - logits_profile_predictions_loss: 456.4665 - logcount_predictions_loss: 0.2694 391/2433 [===>..........................] - ETA: 5:10 - loss: 460.1225 - logits_profile_predictions_loss: 456.4583 - logcount_predictions_loss: 0.2694 392/2433 [===>..........................] - ETA: 5:09 - loss: 460.1143 - logits_profile_predictions_loss: 456.4503 - logcount_predictions_loss: 0.2694 393/2433 [===>..........................] - ETA: 5:09 - loss: 460.1059 - logits_profile_predictions_loss: 456.4420 - logcount_predictions_loss: 0.2694 394/2433 [===>..........................] - ETA: 5:09 - loss: 460.0977 - logits_profile_predictions_loss: 456.4338 - logcount_predictions_loss: 0.2694 395/2433 [===>..........................] - ETA: 5:09 - loss: 460.0896 - logits_profile_predictions_loss: 456.4259 - logcount_predictions_loss: 0.2694 396/2433 [===>..........................] - ETA: 5:09 - loss: 460.0814 - logits_profile_predictions_loss: 456.4178 - logcount_predictions_loss: 0.2694 397/2433 [===>..........................] - ETA: 5:09 - loss: 460.0732 - logits_profile_predictions_loss: 456.4098 - logcount_predictions_loss: 0.2694 398/2433 [===>..........................] - ETA: 5:08 - loss: 460.0650 - logits_profile_predictions_loss: 456.4016 - logcount_predictions_loss: 0.2694 399/2433 [===>..........................] - ETA: 5:08 - loss: 460.0568 - logits_profile_predictions_loss: 456.3936 - logcount_predictions_loss: 0.2694 400/2433 [===>..........................] - ETA: 5:08 - loss: 460.0490 - logits_profile_predictions_loss: 456.3859 - logcount_predictions_loss: 0.2694 401/2433 [===>..........................] - ETA: 5:08 - loss: 460.0410 - logits_profile_predictions_loss: 456.3780 - logcount_predictions_loss: 0.2693 402/2433 [===>..........................] - ETA: 5:08 - loss: 460.0329 - logits_profile_predictions_loss: 456.3700 - logcount_predictions_loss: 0.2693 403/2433 [===>..........................] - ETA: 5:08 - loss: 460.0246 - logits_profile_predictions_loss: 456.3618 - logcount_predictions_loss: 0.2693 404/2433 [===>..........................] - ETA: 5:08 - loss: 460.0167 - logits_profile_predictions_loss: 456.3540 - logcount_predictions_loss: 0.2693 405/2433 [===>..........................] - ETA: 5:07 - loss: 460.0088 - logits_profile_predictions_loss: 456.3462 - logcount_predictions_loss: 0.2693 406/2433 [====>.........................] - ETA: 5:07 - loss: 460.0011 - logits_profile_predictions_loss: 456.3386 - logcount_predictions_loss: 0.2693 407/2433 [====>.........................] - ETA: 5:07 - loss: 459.9935 - logits_profile_predictions_loss: 456.3311 - logcount_predictions_loss: 0.2693 408/2433 [====>.........................] - ETA: 5:07 - loss: 459.9857 - logits_profile_predictions_loss: 456.3234 - logcount_predictions_loss: 0.2693 409/2433 [====>.........................] - ETA: 5:07 - loss: 459.9782 - logits_profile_predictions_loss: 456.3160 - logcount_predictions_loss: 0.2693 410/2433 [====>.........................] - ETA: 5:07 - loss: 459.9706 - logits_profile_predictions_loss: 456.3086 - logcount_predictions_loss: 0.2693 411/2433 [====>.........................] - ETA: 5:07 - loss: 459.9630 - logits_profile_predictions_loss: 456.3011 - logcount_predictions_loss: 0.2693 412/2433 [====>.........................] - ETA: 5:06 - loss: 459.9554 - logits_profile_predictions_loss: 456.2936 - logcount_predictions_loss: 0.2693 413/2433 [====>.........................] - ETA: 5:06 - loss: 459.9475 - logits_profile_predictions_loss: 456.2858 - logcount_predictions_loss: 0.2693 414/2433 [====>.........................] - ETA: 5:06 - loss: 459.9398 - logits_profile_predictions_loss: 456.2781 - logcount_predictions_loss: 0.2692 415/2433 [====>.........................] - ETA: 5:06 - loss: 459.9321 - logits_profile_predictions_loss: 456.2705 - logcount_predictions_loss: 0.2692 416/2433 [====>.........................] - ETA: 5:06 - loss: 459.9242 - logits_profile_predictions_loss: 456.2627 - logcount_predictions_loss: 0.2692 417/2433 [====>.........................] - ETA: 5:06 - loss: 459.9163 - logits_profile_predictions_loss: 456.2549 - logcount_predictions_loss: 0.2692 418/2433 [====>.........................] - ETA: 5:05 - loss: 459.9085 - logits_profile_predictions_loss: 456.2471 - logcount_predictions_loss: 0.2692 419/2433 [====>.........................] - ETA: 5:05 - loss: 459.9005 - logits_profile_predictions_loss: 456.2393 - logcount_predictions_loss: 0.2692 420/2433 [====>.........................] - ETA: 5:05 - loss: 459.8925 - logits_profile_predictions_loss: 456.2313 - logcount_predictions_loss: 0.2692 421/2433 [====>.........................] - ETA: 5:05 - loss: 459.8843 - logits_profile_predictions_loss: 456.2232 - logcount_predictions_loss: 0.2692 422/2433 [====>.........................] - ETA: 5:05 - loss: 459.8765 - logits_profile_predictions_loss: 456.2155 - logcount_predictions_loss: 0.2692 423/2433 [====>.........................] - ETA: 5:05 - loss: 459.8686 - logits_profile_predictions_loss: 456.2076 - logcount_predictions_loss: 0.2692 424/2433 [====>.........................] - ETA: 5:05 - loss: 459.8605 - logits_profile_predictions_loss: 456.1997 - logcount_predictions_loss: 0.2692 425/2433 [====>.........................] - ETA: 5:04 - loss: 459.8526 - logits_profile_predictions_loss: 456.1919 - logcount_predictions_loss: 0.2692 426/2433 [====>.........................] - ETA: 5:04 - loss: 459.8443 - logits_profile_predictions_loss: 456.1837 - logcount_predictions_loss: 0.2692 427/2433 [====>.........................] - ETA: 5:04 - loss: 459.8359 - logits_profile_predictions_loss: 456.1753 - logcount_predictions_loss: 0.2692 428/2433 [====>.........................] - ETA: 5:04 - loss: 459.8278 - logits_profile_predictions_loss: 456.1673 - logcount_predictions_loss: 0.2692 429/2433 [====>.........................] - ETA: 5:04 - loss: 459.8196 - logits_profile_predictions_loss: 456.1592 - logcount_predictions_loss: 0.2692 430/2433 [====>.........................] - ETA: 5:04 - loss: 459.8118 - logits_profile_predictions_loss: 456.1515 - logcount_predictions_loss: 0.2691 431/2433 [====>.........................] - ETA: 5:03 - loss: 459.8040 - logits_profile_predictions_loss: 456.1438 - logcount_predictions_loss: 0.2691 432/2433 [====>.........................] - ETA: 5:03 - loss: 459.7962 - logits_profile_predictions_loss: 456.1360 - logcount_predictions_loss: 0.2691 433/2433 [====>.........................] - ETA: 5:03 - loss: 459.7887 - logits_profile_predictions_loss: 456.1287 - logcount_predictions_loss: 0.2691 434/2433 [====>.........................] - ETA: 5:03 - loss: 459.7809 - logits_profile_predictions_loss: 456.1210 - logcount_predictions_loss: 0.2691 435/2433 [====>.........................] - ETA: 5:03 - loss: 459.7736 - logits_profile_predictions_loss: 456.1138 - logcount_predictions_loss: 0.2691 436/2433 [====>.........................] - ETA: 5:03 - loss: 459.7664 - logits_profile_predictions_loss: 456.1066 - logcount_predictions_loss: 0.2691 437/2433 [====>.........................] - ETA: 5:03 - loss: 459.7593 - logits_profile_predictions_loss: 456.0997 - logcount_predictions_loss: 0.2691 438/2433 [====>.........................] - ETA: 5:02 - loss: 459.7522 - logits_profile_predictions_loss: 456.0927 - logcount_predictions_loss: 0.2691 439/2433 [====>.........................] - ETA: 5:02 - loss: 459.7450 - logits_profile_predictions_loss: 456.0856 - logcount_predictions_loss: 0.2691 440/2433 [====>.........................] - ETA: 5:02 - loss: 459.7378 - logits_profile_predictions_loss: 456.0785 - logcount_predictions_loss: 0.2691 441/2433 [====>.........................] - ETA: 5:02 - loss: 459.7303 - logits_profile_predictions_loss: 456.0710 - logcount_predictions_loss: 0.2691 442/2433 [====>.........................] - ETA: 5:02 - loss: 459.7226 - logits_profile_predictions_loss: 456.0635 - logcount_predictions_loss: 0.2691 443/2433 [====>.........................] - ETA: 5:02 - loss: 459.7148 - logits_profile_predictions_loss: 456.0558 - logcount_predictions_loss: 0.2691 444/2433 [====>.........................] - ETA: 5:01 - loss: 459.7069 - logits_profile_predictions_loss: 456.0479 - logcount_predictions_loss: 0.2690 445/2433 [====>.........................] - ETA: 5:01 - loss: 459.6988 - logits_profile_predictions_loss: 456.0399 - logcount_predictions_loss: 0.2690 446/2433 [====>.........................] - ETA: 5:01 - loss: 459.6906 - logits_profile_predictions_loss: 456.0318 - logcount_predictions_loss: 0.2690 447/2433 [====>.........................] - ETA: 5:01 - loss: 459.6826 - logits_profile_predictions_loss: 456.0238 - logcount_predictions_loss: 0.2690 448/2433 [====>.........................] - ETA: 5:01 - loss: 459.6747 - logits_profile_predictions_loss: 456.0161 - logcount_predictions_loss: 0.2690 449/2433 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454.5250 - logcount_predictions_loss: 0.2643 2413/2433 [============================>.] - ETA: 3s - loss: 458.1197 - logits_profile_predictions_loss: 454.5251 - logcount_predictions_loss: 0.2643 2414/2433 [============================>.] - ETA: 2s - loss: 458.1198 - logits_profile_predictions_loss: 454.5252 - logcount_predictions_loss: 0.2643 2415/2433 [============================>.] - ETA: 2s - loss: 458.1199 - logits_profile_predictions_loss: 454.5253 - logcount_predictions_loss: 0.2643 2416/2433 [============================>.] - ETA: 2s - loss: 458.1200 - logits_profile_predictions_loss: 454.5254 - logcount_predictions_loss: 0.2643 2417/2433 [============================>.] - ETA: 2s - loss: 458.1201 - logits_profile_predictions_loss: 454.5255 - logcount_predictions_loss: 0.2643 2418/2433 [============================>.] - ETA: 2s - loss: 458.1202 - logits_profile_predictions_loss: 454.5256 - logcount_predictions_loss: 0.2643 2419/2433 [============================>.] - ETA: 2s - loss: 458.1203 - logits_profile_predictions_loss: 454.5257 - logcount_predictions_loss: 0.2643 2420/2433 [============================>.] - ETA: 1s - loss: 458.1204 - logits_profile_predictions_loss: 454.5258 - logcount_predictions_loss: 0.2643 2421/2433 [============================>.] - ETA: 1s - loss: 458.1205 - logits_profile_predictions_loss: 454.5260 - logcount_predictions_loss: 0.2643 2422/2433 [============================>.] - ETA: 1s - loss: 458.1207 - logits_profile_predictions_loss: 454.5261 - logcount_predictions_loss: 0.2643 2423/2433 [============================>.] - ETA: 1s - loss: 458.1208 - logits_profile_predictions_loss: 454.5262 - logcount_predictions_loss: 0.2643 2424/2433 [============================>.] - ETA: 1s - loss: 458.1210 - logits_profile_predictions_loss: 454.5264 - logcount_predictions_loss: 0.2643 2425/2433 [============================>.] - ETA: 1s - loss: 458.1211 - logits_profile_predictions_loss: 454.5265 - logcount_predictions_loss: 0.2643 2426/2433 [============================>.] - ETA: 1s - loss: 458.1213 - logits_profile_predictions_loss: 454.5267 - logcount_predictions_loss: 0.2643 2427/2433 [============================>.] - ETA: 0s - loss: 458.1214 - logits_profile_predictions_loss: 454.5268 - logcount_predictions_loss: 0.2643 2428/2433 [============================>.] - ETA: 0s - loss: 458.1216 - logits_profile_predictions_loss: 454.5270 - logcount_predictions_loss: 0.2643 2429/2433 [============================>.] - ETA: 0s - loss: 458.1217 - logits_profile_predictions_loss: 454.5271 - logcount_predictions_loss: 0.2643 2430/2433 [============================>.] - ETA: 0s - loss: 458.1218 - logits_profile_predictions_loss: 454.5273 - logcount_predictions_loss: 0.2643 2431/2433 [============================>.] - ETA: 0s - loss: 458.1220 - logits_profile_predictions_loss: 454.5274 - logcount_predictions_loss: 0.2643 2432/2433 [============================>.] - ETA: 0s - loss: 458.1221 - logits_profile_predictions_loss: 454.5276 - logcount_predictions_loss: 0.2643 2433/2433 [==============================] - ETA: 0s - loss: 458.1223 - logits_profile_predictions_loss: 454.5277 - logcount_predictions_loss: 0.2643 2433/2433 [==============================] - 387s 159ms/step - loss: 458.1224 - logits_profile_predictions_loss: 454.5279 - logcount_predictions_loss: 0.2643 - val_loss: 475.4454 - val_logits_profile_predictions_loss: 472.2245 - val_logcount_predictions_loss: 0.2368 + +Epoch 00008: val_loss did not improve from 471.52621 +Epoch 9/50 + 1/2433 [..............................] - ETA: 7:30 - loss: 397.8510 - logits_profile_predictions_loss: 394.9395 - logcount_predictions_loss: 0.2141 2/2433 [..............................] - ETA: 6:09 - loss: 417.5016 - logits_profile_predictions_loss: 414.2361 - logcount_predictions_loss: 0.2401 3/2433 [..............................] - ETA: 6:09 - loss: 426.8069 - logits_profile_predictions_loss: 423.5449 - logcount_predictions_loss: 0.2399 4/2433 [..............................] - ETA: 6:08 - loss: 439.3952 - logits_profile_predictions_loss: 436.0748 - logcount_predictions_loss: 0.2441 5/2433 [..............................] - ETA: 6:08 - loss: 443.8077 - logits_profile_predictions_loss: 440.5083 - logcount_predictions_loss: 0.2426 6/2433 [..............................] - ETA: 6:08 - loss: 444.3912 - logits_profile_predictions_loss: 441.1038 - logcount_predictions_loss: 0.2417 7/2433 [..............................] - ETA: 6:08 - loss: 444.8832 - logits_profile_predictions_loss: 441.5996 - logcount_predictions_loss: 0.2414 8/2433 [..............................] - ETA: 6:08 - loss: 445.8536 - logits_profile_predictions_loss: 442.5630 - logcount_predictions_loss: 0.2420 9/2433 [..............................] - ETA: 6:07 - loss: 446.6289 - logits_profile_predictions_loss: 443.3256 - logcount_predictions_loss: 0.2429 10/2433 [..............................] - ETA: 6:08 - loss: 447.6588 - logits_profile_predictions_loss: 444.3516 - logcount_predictions_loss: 0.2432 11/2433 [..............................] - ETA: 6:07 - loss: 448.5023 - logits_profile_predictions_loss: 445.1809 - logcount_predictions_loss: 0.2442 12/2433 [..............................] - ETA: 6:07 - loss: 448.8783 - logits_profile_predictions_loss: 445.5385 - logcount_predictions_loss: 0.2456 13/2433 [..............................] - ETA: 6:07 - loss: 448.9169 - logits_profile_predictions_loss: 445.5454 - logcount_predictions_loss: 0.2479 14/2433 [..............................] - ETA: 6:07 - loss: 448.9415 - logits_profile_predictions_loss: 445.5456 - logcount_predictions_loss: 0.2497 15/2433 [..............................] - ETA: 6:07 - loss: 448.8499 - logits_profile_predictions_loss: 445.4348 - logcount_predictions_loss: 0.2511 16/2433 [..............................] - ETA: 6:06 - loss: 448.8040 - logits_profile_predictions_loss: 445.3746 - logcount_predictions_loss: 0.2522 17/2433 [..............................] - ETA: 6:06 - loss: 448.7808 - logits_profile_predictions_loss: 445.3447 - logcount_predictions_loss: 0.2527 18/2433 [..............................] - ETA: 6:06 - loss: 448.8467 - logits_profile_predictions_loss: 445.4032 - logcount_predictions_loss: 0.2532 19/2433 [..............................] - ETA: 6:06 - loss: 448.8492 - logits_profile_predictions_loss: 445.3969 - logcount_predictions_loss: 0.2538 20/2433 [..............................] - ETA: 6:06 - loss: 449.1359 - logits_profile_predictions_loss: 445.6775 - logcount_predictions_loss: 0.2543 21/2433 [..............................] - ETA: 6:06 - loss: 449.3092 - logits_profile_predictions_loss: 445.8459 - logcount_predictions_loss: 0.2547 22/2433 [..............................] - ETA: 6:05 - loss: 449.7695 - logits_profile_predictions_loss: 446.3037 - logcount_predictions_loss: 0.2548 23/2433 [..............................] - ETA: 6:05 - loss: 450.2334 - logits_profile_predictions_loss: 446.7659 - logcount_predictions_loss: 0.2550 24/2433 [..............................] - ETA: 6:05 - loss: 450.7223 - logits_profile_predictions_loss: 447.2532 - logcount_predictions_loss: 0.2551 25/2433 [..............................] - ETA: 6:05 - loss: 451.1080 - logits_profile_predictions_loss: 447.6374 - logcount_predictions_loss: 0.2552 26/2433 [..............................] - ETA: 6:05 - loss: 451.3493 - logits_profile_predictions_loss: 447.8776 - logcount_predictions_loss: 0.2553 27/2433 [..............................] - ETA: 6:05 - loss: 451.7387 - logits_profile_predictions_loss: 448.2639 - logcount_predictions_loss: 0.2555 28/2433 [..............................] - ETA: 6:04 - loss: 451.9721 - logits_profile_predictions_loss: 448.4965 - logcount_predictions_loss: 0.2556 29/2433 [..............................] - ETA: 6:04 - loss: 452.3206 - logits_profile_predictions_loss: 448.8437 - logcount_predictions_loss: 0.2557 30/2433 [..............................] - ETA: 6:04 - loss: 452.6754 - logits_profile_predictions_loss: 449.1965 - logcount_predictions_loss: 0.2558 31/2433 [..............................] - ETA: 6:04 - loss: 453.0198 - logits_profile_predictions_loss: 449.5390 - logcount_predictions_loss: 0.2559 32/2433 [..............................] - ETA: 6:04 - loss: 453.3843 - logits_profile_predictions_loss: 449.9011 - logcount_predictions_loss: 0.2561 33/2433 [..............................] - ETA: 6:04 - loss: 453.7895 - logits_profile_predictions_loss: 450.3038 - logcount_predictions_loss: 0.2563 34/2433 [..............................] - ETA: 6:04 - loss: 454.2314 - logits_profile_predictions_loss: 450.7441 - logcount_predictions_loss: 0.2564 35/2433 [..............................] - ETA: 6:03 - loss: 454.6429 - logits_profile_predictions_loss: 451.1544 - logcount_predictions_loss: 0.2565 36/2433 [..............................] - ETA: 6:03 - loss: 455.0233 - logits_profile_predictions_loss: 451.5339 - logcount_predictions_loss: 0.2566 37/2433 [..............................] - ETA: 6:03 - loss: 455.3491 - logits_profile_predictions_loss: 451.8595 - logcount_predictions_loss: 0.2566 38/2433 [..............................] - ETA: 6:03 - loss: 455.6339 - logits_profile_predictions_loss: 452.1437 - logcount_predictions_loss: 0.2566 39/2433 [..............................] - ETA: 6:03 - loss: 455.8914 - logits_profile_predictions_loss: 452.3991 - logcount_predictions_loss: 0.2568 40/2433 [..............................] - ETA: 6:03 - loss: 456.1403 - logits_profile_predictions_loss: 452.6462 - logcount_predictions_loss: 0.2569 41/2433 [..............................] - ETA: 6:02 - loss: 456.4006 - logits_profile_predictions_loss: 452.9047 - logcount_predictions_loss: 0.2570 42/2433 [..............................] - ETA: 6:02 - loss: 456.6396 - logits_profile_predictions_loss: 453.1425 - logcount_predictions_loss: 0.2571 43/2433 [..............................] - ETA: 6:02 - loss: 456.8630 - logits_profile_predictions_loss: 453.3641 - logcount_predictions_loss: 0.2573 44/2433 [..............................] - ETA: 6:02 - loss: 457.1121 - logits_profile_predictions_loss: 453.6119 - logcount_predictions_loss: 0.2574 45/2433 [..............................] - ETA: 6:02 - loss: 457.3228 - logits_profile_predictions_loss: 453.8207 - logcount_predictions_loss: 0.2575 46/2433 [..............................] - ETA: 6:02 - loss: 457.5502 - logits_profile_predictions_loss: 454.0465 - logcount_predictions_loss: 0.2576 47/2433 [..............................] - ETA: 6:02 - loss: 457.7763 - logits_profile_predictions_loss: 454.2710 - logcount_predictions_loss: 0.2577 48/2433 [..............................] - ETA: 6:01 - loss: 457.9756 - logits_profile_predictions_loss: 454.4679 - logcount_predictions_loss: 0.2579 49/2433 [..............................] - ETA: 6:01 - loss: 458.1500 - logits_profile_predictions_loss: 454.6401 - logcount_predictions_loss: 0.2581 50/2433 [..............................] - ETA: 6:01 - loss: 458.3138 - logits_profile_predictions_loss: 454.8021 - logcount_predictions_loss: 0.2582 51/2433 [..............................] - ETA: 6:01 - loss: 458.4547 - logits_profile_predictions_loss: 454.9416 - logcount_predictions_loss: 0.2583 52/2433 [..............................] - ETA: 6:01 - loss: 458.5832 - logits_profile_predictions_loss: 455.0688 - logcount_predictions_loss: 0.2584 53/2433 [..............................] - ETA: 6:01 - loss: 458.7004 - logits_profile_predictions_loss: 455.1850 - logcount_predictions_loss: 0.2585 54/2433 [..............................] - ETA: 6:00 - loss: 458.7914 - logits_profile_predictions_loss: 455.2754 - logcount_predictions_loss: 0.2585 55/2433 [..............................] - ETA: 6:00 - loss: 458.8723 - logits_profile_predictions_loss: 455.3562 - logcount_predictions_loss: 0.2585 56/2433 [..............................] - ETA: 6:00 - loss: 458.9308 - logits_profile_predictions_loss: 455.4150 - logcount_predictions_loss: 0.2585 57/2433 [..............................] - ETA: 6:00 - loss: 458.9845 - logits_profile_predictions_loss: 455.4693 - logcount_predictions_loss: 0.2585 58/2433 [..............................] - ETA: 6:00 - loss: 459.0261 - logits_profile_predictions_loss: 455.5112 - logcount_predictions_loss: 0.2584 59/2433 [..............................] - ETA: 6:00 - loss: 459.0462 - logits_profile_predictions_loss: 455.5318 - logcount_predictions_loss: 0.2584 60/2433 [..............................] - ETA: 6:00 - loss: 459.0755 - logits_profile_predictions_loss: 455.5617 - logcount_predictions_loss: 0.2584 61/2433 [..............................] - ETA: 5:59 - loss: 459.1059 - logits_profile_predictions_loss: 455.5927 - logcount_predictions_loss: 0.2583 62/2433 [..............................] - ETA: 5:59 - loss: 459.1357 - logits_profile_predictions_loss: 455.6233 - logcount_predictions_loss: 0.2583 63/2433 [..............................] - ETA: 5:59 - loss: 459.1750 - logits_profile_predictions_loss: 455.6632 - logcount_predictions_loss: 0.2582 64/2433 [..............................] - ETA: 5:59 - loss: 459.1944 - logits_profile_predictions_loss: 455.6832 - logcount_predictions_loss: 0.2582 65/2433 [..............................] - ETA: 5:59 - loss: 459.2107 - logits_profile_predictions_loss: 455.7004 - logcount_predictions_loss: 0.2581 66/2433 [..............................] - ETA: 5:59 - loss: 459.2237 - logits_profile_predictions_loss: 455.7146 - logcount_predictions_loss: 0.2580 67/2433 [..............................] - ETA: 5:59 - loss: 459.2299 - logits_profile_predictions_loss: 455.7218 - logcount_predictions_loss: 0.2579 68/2433 [..............................] - ETA: 5:59 - loss: 459.2262 - logits_profile_predictions_loss: 455.7196 - logcount_predictions_loss: 0.2578 69/2433 [..............................] - ETA: 5:59 - loss: 459.2295 - logits_profile_predictions_loss: 455.7244 - logcount_predictions_loss: 0.2577 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logits_profile_predictions_loss: 455.8648 - logcount_predictions_loss: 0.2571 77/2433 [..............................] - ETA: 5:57 - loss: 459.3912 - logits_profile_predictions_loss: 455.8949 - logcount_predictions_loss: 0.2571 78/2433 [..............................] - ETA: 5:57 - loss: 459.4139 - logits_profile_predictions_loss: 455.9180 - logcount_predictions_loss: 0.2570 79/2433 [..............................] - ETA: 5:57 - loss: 459.4369 - logits_profile_predictions_loss: 455.9414 - logcount_predictions_loss: 0.2570 80/2433 [..............................] - ETA: 5:57 - loss: 459.4640 - logits_profile_predictions_loss: 455.9684 - logcount_predictions_loss: 0.2570 81/2433 [..............................] - ETA: 5:57 - loss: 459.4883 - logits_profile_predictions_loss: 455.9926 - logcount_predictions_loss: 0.2570 82/2433 [>.............................] - ETA: 5:57 - loss: 459.5142 - logits_profile_predictions_loss: 456.0184 - logcount_predictions_loss: 0.2570 83/2433 [>.............................] - ETA: 5:56 - loss: 459.5356 - logits_profile_predictions_loss: 456.0396 - logcount_predictions_loss: 0.2571 84/2433 [>.............................] - ETA: 5:56 - loss: 459.5516 - logits_profile_predictions_loss: 456.0554 - logcount_predictions_loss: 0.2571 85/2433 [>.............................] - ETA: 5:56 - loss: 459.5611 - logits_profile_predictions_loss: 456.0648 - logcount_predictions_loss: 0.2571 86/2433 [>.............................] - ETA: 5:56 - loss: 459.5661 - logits_profile_predictions_loss: 456.0697 - logcount_predictions_loss: 0.2571 87/2433 [>.............................] - ETA: 5:56 - loss: 459.5712 - logits_profile_predictions_loss: 456.0742 - logcount_predictions_loss: 0.2571 88/2433 [>.............................] - ETA: 5:56 - loss: 459.5751 - logits_profile_predictions_loss: 456.0774 - logcount_predictions_loss: 0.2572 89/2433 [>.............................] - ETA: 5:55 - loss: 459.5764 - logits_profile_predictions_loss: 456.0781 - logcount_predictions_loss: 0.2572 90/2433 [>.............................] - ETA: 5:55 - loss: 459.5824 - logits_profile_predictions_loss: 456.0837 - logcount_predictions_loss: 0.2573 91/2433 [>.............................] - ETA: 5:55 - loss: 459.5842 - logits_profile_predictions_loss: 456.0850 - logcount_predictions_loss: 0.2573 92/2433 [>.............................] - ETA: 5:55 - loss: 459.5736 - logits_profile_predictions_loss: 456.0740 - logcount_predictions_loss: 0.2573 93/2433 [>.............................] - ETA: 5:55 - loss: 459.5651 - logits_profile_predictions_loss: 456.0650 - logcount_predictions_loss: 0.2574 94/2433 [>.............................] - ETA: 5:55 - loss: 459.5565 - logits_profile_predictions_loss: 456.0561 - logcount_predictions_loss: 0.2574 95/2433 [>.............................] - ETA: 5:55 - loss: 459.5474 - logits_profile_predictions_loss: 456.0468 - logcount_predictions_loss: 0.2574 96/2433 [>.............................] - ETA: 5:54 - 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logits_profile_predictions_loss: 454.4993 - logcount_predictions_loss: 0.2575 396/2433 [===>..........................] - ETA: 5:09 - loss: 458.0025 - logits_profile_predictions_loss: 454.5005 - logcount_predictions_loss: 0.2575 397/2433 [===>..........................] - ETA: 5:09 - loss: 458.0037 - logits_profile_predictions_loss: 454.5018 - logcount_predictions_loss: 0.2575 398/2433 [===>..........................] - ETA: 5:08 - loss: 458.0047 - logits_profile_predictions_loss: 454.5029 - logcount_predictions_loss: 0.2575 399/2433 [===>..........................] - ETA: 5:08 - loss: 458.0055 - logits_profile_predictions_loss: 454.5039 - logcount_predictions_loss: 0.2575 400/2433 [===>..........................] - ETA: 5:08 - loss: 458.0066 - logits_profile_predictions_loss: 454.5050 - logcount_predictions_loss: 0.2575 401/2433 [===>..........................] - ETA: 5:08 - loss: 458.0076 - logits_profile_predictions_loss: 454.5061 - logcount_predictions_loss: 0.2575 402/2433 [===>..........................] - ETA: 5:08 - loss: 458.0089 - logits_profile_predictions_loss: 454.5075 - logcount_predictions_loss: 0.2575 403/2433 [===>..........................] - ETA: 5:08 - loss: 458.0105 - logits_profile_predictions_loss: 454.5092 - logcount_predictions_loss: 0.2575 404/2433 [===>..........................] - ETA: 5:08 - loss: 458.0124 - logits_profile_predictions_loss: 454.5112 - logcount_predictions_loss: 0.2575 405/2433 [===>..........................] - ETA: 5:07 - loss: 458.0141 - logits_profile_predictions_loss: 454.5130 - logcount_predictions_loss: 0.2574 406/2433 [====>.........................] - ETA: 5:07 - loss: 458.0158 - logits_profile_predictions_loss: 454.5148 - logcount_predictions_loss: 0.2574 407/2433 [====>.........................] - ETA: 5:07 - loss: 458.0174 - logits_profile_predictions_loss: 454.5165 - logcount_predictions_loss: 0.2574 408/2433 [====>.........................] - ETA: 5:07 - loss: 458.0197 - logits_profile_predictions_loss: 454.5189 - logcount_predictions_loss: 0.2574 409/2433 [====>.........................] - ETA: 5:07 - loss: 458.0218 - logits_profile_predictions_loss: 454.5211 - logcount_predictions_loss: 0.2574 410/2433 [====>.........................] - ETA: 5:07 - loss: 458.0238 - logits_profile_predictions_loss: 454.5232 - logcount_predictions_loss: 0.2574 411/2433 [====>.........................] - ETA: 5:06 - loss: 458.0254 - logits_profile_predictions_loss: 454.5249 - logcount_predictions_loss: 0.2574 412/2433 [====>.........................] - ETA: 5:06 - loss: 458.0267 - logits_profile_predictions_loss: 454.5263 - logcount_predictions_loss: 0.2574 413/2433 [====>.........................] - ETA: 5:06 - loss: 458.0280 - logits_profile_predictions_loss: 454.5276 - logcount_predictions_loss: 0.2574 414/2433 [====>.........................] - ETA: 5:06 - loss: 458.0297 - logits_profile_predictions_loss: 454.5294 - logcount_predictions_loss: 0.2574 415/2433 [====>.........................] - ETA: 5:06 - loss: 458.0312 - logits_profile_predictions_loss: 454.5310 - logcount_predictions_loss: 0.2574 416/2433 [====>.........................] - ETA: 5:06 - loss: 458.0326 - logits_profile_predictions_loss: 454.5325 - logcount_predictions_loss: 0.2574 417/2433 [====>.........................] - ETA: 5:06 - loss: 458.0342 - logits_profile_predictions_loss: 454.5342 - logcount_predictions_loss: 0.2574 418/2433 [====>.........................] - ETA: 5:05 - loss: 458.0359 - logits_profile_predictions_loss: 454.5359 - logcount_predictions_loss: 0.2574 419/2433 [====>.........................] - ETA: 5:05 - loss: 458.0376 - logits_profile_predictions_loss: 454.5377 - logcount_predictions_loss: 0.2574 420/2433 [====>.........................] - ETA: 5:05 - loss: 458.0395 - logits_profile_predictions_loss: 454.5397 - logcount_predictions_loss: 0.2573 421/2433 [====>.........................] - ETA: 5:05 - loss: 458.0413 - 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[====>.........................] - ETA: 5:04 - loss: 458.0512 - logits_profile_predictions_loss: 454.5522 - logcount_predictions_loss: 0.2573 429/2433 [====>.........................] - ETA: 5:04 - loss: 458.0518 - logits_profile_predictions_loss: 454.5529 - logcount_predictions_loss: 0.2573 430/2433 [====>.........................] - ETA: 5:03 - loss: 458.0527 - logits_profile_predictions_loss: 454.5538 - logcount_predictions_loss: 0.2573 431/2433 [====>.........................] - ETA: 5:03 - loss: 458.0535 - logits_profile_predictions_loss: 454.5547 - logcount_predictions_loss: 0.2573 432/2433 [====>.........................] - ETA: 5:03 - loss: 458.0544 - logits_profile_predictions_loss: 454.5557 - logcount_predictions_loss: 0.2573 433/2433 [====>.........................] - ETA: 5:03 - loss: 458.0553 - logits_profile_predictions_loss: 454.5566 - logcount_predictions_loss: 0.2573 434/2433 [====>.........................] - ETA: 5:03 - loss: 458.0561 - 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[====>.........................] - ETA: 5:02 - loss: 458.0609 - logits_profile_predictions_loss: 454.5628 - logcount_predictions_loss: 0.2572 442/2433 [====>.........................] - ETA: 5:02 - loss: 458.0617 - logits_profile_predictions_loss: 454.5637 - logcount_predictions_loss: 0.2572 443/2433 [====>.........................] - ETA: 5:01 - loss: 458.0624 - logits_profile_predictions_loss: 454.5644 - logcount_predictions_loss: 0.2572 444/2433 [====>.........................] - ETA: 5:01 - loss: 458.0631 - logits_profile_predictions_loss: 454.5651 - logcount_predictions_loss: 0.2572 445/2433 [====>.........................] - ETA: 5:01 - loss: 458.0635 - logits_profile_predictions_loss: 454.5655 - logcount_predictions_loss: 0.2572 446/2433 [====>.........................] - ETA: 5:01 - loss: 458.0640 - logits_profile_predictions_loss: 454.5660 - logcount_predictions_loss: 0.2572 447/2433 [====>.........................] - ETA: 5:01 - loss: 458.0641 - 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[====>.........................] - ETA: 5:00 - loss: 458.0648 - logits_profile_predictions_loss: 454.5670 - logcount_predictions_loss: 0.2572 455/2433 [====>.........................] - ETA: 5:00 - loss: 458.0649 - logits_profile_predictions_loss: 454.5672 - logcount_predictions_loss: 0.2572 456/2433 [====>.........................] - ETA: 4:59 - loss: 458.0653 - logits_profile_predictions_loss: 454.5676 - logcount_predictions_loss: 0.2572 457/2433 [====>.........................] - ETA: 4:59 - loss: 458.0656 - logits_profile_predictions_loss: 454.5678 - logcount_predictions_loss: 0.2572 458/2433 [====>.........................] - ETA: 4:59 - loss: 458.0658 - logits_profile_predictions_loss: 454.5681 - logcount_predictions_loss: 0.2572 459/2433 [====>.........................] - ETA: 4:59 - loss: 458.0660 - logits_profile_predictions_loss: 454.5684 - logcount_predictions_loss: 0.2572 460/2433 [====>.........................] - ETA: 4:59 - loss: 458.0662 - 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[====>.........................] - ETA: 4:58 - loss: 458.0635 - logits_profile_predictions_loss: 454.5660 - logcount_predictions_loss: 0.2572 468/2433 [====>.........................] - ETA: 4:58 - loss: 458.0628 - logits_profile_predictions_loss: 454.5653 - logcount_predictions_loss: 0.2572 469/2433 [====>.........................] - ETA: 4:58 - loss: 458.0622 - logits_profile_predictions_loss: 454.5647 - logcount_predictions_loss: 0.2572 470/2433 [====>.........................] - ETA: 4:57 - loss: 458.0616 - logits_profile_predictions_loss: 454.5641 - logcount_predictions_loss: 0.2572 471/2433 [====>.........................] - ETA: 4:57 - loss: 458.0613 - logits_profile_predictions_loss: 454.5638 - logcount_predictions_loss: 0.2572 472/2433 [====>.........................] - ETA: 4:57 - loss: 458.0608 - logits_profile_predictions_loss: 454.5633 - logcount_predictions_loss: 0.2572 473/2433 [====>.........................] - ETA: 4:57 - loss: 458.0603 - logits_profile_predictions_loss: 454.5628 - logcount_predictions_loss: 0.2572 474/2433 [====>.........................] - ETA: 4:57 - loss: 458.0600 - logits_profile_predictions_loss: 454.5626 - logcount_predictions_loss: 0.2572 475/2433 [====>.........................] - ETA: 4:57 - loss: 458.0596 - logits_profile_predictions_loss: 454.5621 - logcount_predictions_loss: 0.2572 476/2433 [====>.........................] - ETA: 4:56 - loss: 458.0590 - logits_profile_predictions_loss: 454.5615 - logcount_predictions_loss: 0.2572 477/2433 [====>.........................] - ETA: 4:56 - loss: 458.0584 - logits_profile_predictions_loss: 454.5609 - logcount_predictions_loss: 0.2572 478/2433 [====>.........................] - ETA: 4:56 - loss: 458.0578 - logits_profile_predictions_loss: 454.5603 - logcount_predictions_loss: 0.2572 479/2433 [====>.........................] - ETA: 4:56 - loss: 458.0574 - logits_profile_predictions_loss: 454.5600 - logcount_predictions_loss: 0.2572 480/2433 [====>.........................] - ETA: 4:56 - loss: 458.0574 - logits_profile_predictions_loss: 454.5599 - logcount_predictions_loss: 0.2572 481/2433 [====>.........................] - ETA: 4:56 - loss: 458.0574 - logits_profile_predictions_loss: 454.5599 - logcount_predictions_loss: 0.2572 482/2433 [====>.........................] - ETA: 4:56 - loss: 458.0570 - logits_profile_predictions_loss: 454.5595 - logcount_predictions_loss: 0.2572 483/2433 [====>.........................] - ETA: 4:55 - loss: 458.0567 - logits_profile_predictions_loss: 454.5591 - logcount_predictions_loss: 0.2572 484/2433 [====>.........................] - ETA: 4:55 - loss: 458.0563 - logits_profile_predictions_loss: 454.5587 - logcount_predictions_loss: 0.2572 485/2433 [====>.........................] - ETA: 4:55 - loss: 458.0556 - logits_profile_predictions_loss: 454.5580 - logcount_predictions_loss: 0.2572 486/2433 [====>.........................] - ETA: 4:55 - loss: 458.0553 - logits_profile_predictions_loss: 454.5576 - logcount_predictions_loss: 0.2572 487/2433 [=====>........................] - ETA: 4:55 - loss: 458.0551 - logits_profile_predictions_loss: 454.5574 - logcount_predictions_loss: 0.2572 488/2433 [=====>........................] - ETA: 4:55 - loss: 458.0549 - logits_profile_predictions_loss: 454.5572 - logcount_predictions_loss: 0.2572 489/2433 [=====>........................] - ETA: 4:55 - loss: 458.0548 - logits_profile_predictions_loss: 454.5571 - logcount_predictions_loss: 0.2572 490/2433 [=====>........................] - ETA: 4:54 - loss: 458.0548 - logits_profile_predictions_loss: 454.5570 - logcount_predictions_loss: 0.2572 491/2433 [=====>........................] - ETA: 4:54 - loss: 458.0547 - logits_profile_predictions_loss: 454.5569 - logcount_predictions_loss: 0.2572 492/2433 [=====>........................] - ETA: 4:54 - loss: 458.0544 - logits_profile_predictions_loss: 454.5566 - logcount_predictions_loss: 0.2572 493/2433 [=====>........................] - ETA: 4:54 - loss: 458.0542 - logits_profile_predictions_loss: 454.5564 - logcount_predictions_loss: 0.2572 494/2433 [=====>........................] - ETA: 4:54 - loss: 458.0538 - logits_profile_predictions_loss: 454.5559 - logcount_predictions_loss: 0.2572 495/2433 [=====>........................] - ETA: 4:54 - loss: 458.0536 - logits_profile_predictions_loss: 454.5557 - logcount_predictions_loss: 0.2572 496/2433 [=====>........................] - ETA: 4:53 - loss: 458.0538 - logits_profile_predictions_loss: 454.5558 - logcount_predictions_loss: 0.2572 497/2433 [=====>........................] - ETA: 4:53 - loss: 458.0539 - logits_profile_predictions_loss: 454.5559 - logcount_predictions_loss: 0.2572 498/2433 [=====>........................] - ETA: 4:53 - loss: 458.0539 - logits_profile_predictions_loss: 454.5559 - logcount_predictions_loss: 0.2572 499/2433 [=====>........................] - ETA: 4:53 - loss: 458.0541 - logits_profile_predictions_loss: 454.5560 - logcount_predictions_loss: 0.2572 500/2433 [=====>........................] - ETA: 4:53 - loss: 458.0540 - logits_profile_predictions_loss: 454.5559 - logcount_predictions_loss: 0.2572 501/2433 [=====>........................] - ETA: 4:53 - loss: 458.0541 - logits_profile_predictions_loss: 454.5560 - logcount_predictions_loss: 0.2572 502/2433 [=====>........................] - ETA: 4:53 - loss: 458.0542 - logits_profile_predictions_loss: 454.5561 - logcount_predictions_loss: 0.2572 503/2433 [=====>........................] - ETA: 4:52 - loss: 458.0545 - logits_profile_predictions_loss: 454.5563 - logcount_predictions_loss: 0.2572 504/2433 [=====>........................] - ETA: 4:52 - loss: 458.0549 - logits_profile_predictions_loss: 454.5567 - logcount_predictions_loss: 0.2572 505/2433 [=====>........................] - ETA: 4:52 - loss: 458.0553 - logits_profile_predictions_loss: 454.5571 - logcount_predictions_loss: 0.2572 506/2433 [=====>........................] - ETA: 4:52 - loss: 458.0561 - logits_profile_predictions_loss: 454.5577 - logcount_predictions_loss: 0.2572 507/2433 [=====>........................] - ETA: 4:52 - loss: 458.0567 - logits_profile_predictions_loss: 454.5583 - logcount_predictions_loss: 0.2572 508/2433 [=====>........................] - ETA: 4:52 - loss: 458.0571 - logits_profile_predictions_loss: 454.5587 - logcount_predictions_loss: 0.2573 509/2433 [=====>........................] - ETA: 4:51 - loss: 458.0576 - logits_profile_predictions_loss: 454.5591 - logcount_predictions_loss: 0.2573 510/2433 [=====>........................] - ETA: 4:51 - loss: 458.0582 - logits_profile_predictions_loss: 454.5597 - logcount_predictions_loss: 0.2573 511/2433 [=====>........................] - ETA: 4:51 - loss: 458.0592 - logits_profile_predictions_loss: 454.5607 - logcount_predictions_loss: 0.2573 512/2433 [=====>........................] - ETA: 4:51 - loss: 458.0602 - 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[============================>.] - ETA: 0s - loss: 457.7069 - logits_profile_predictions_loss: 454.2071 - logcount_predictions_loss: 0.2574 2432/2433 [============================>.] - ETA: 0s - loss: 457.7070 - logits_profile_predictions_loss: 454.2071 - logcount_predictions_loss: 0.2574 2433/2433 [==============================] - ETA: 0s - loss: 457.7070 - logits_profile_predictions_loss: 454.2071 - logcount_predictions_loss: 0.2574 2433/2433 [==============================] - 387s 159ms/step - loss: 457.7070 - logits_profile_predictions_loss: 454.2071 - logcount_predictions_loss: 0.2574 - val_loss: 471.6024 - val_logits_profile_predictions_loss: 468.1420 - val_logcount_predictions_loss: 0.2545 + +Epoch 00009: val_loss did not improve from 471.52621 +Epoch 10/50 + 1/2433 [..............................] - ETA: 7:29 - loss: 500.3002 - logits_profile_predictions_loss: 497.1914 - logcount_predictions_loss: 0.2286 2/2433 [..............................] - ETA: 6:16 - loss: 491.9593 - 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logits_profile_predictions_loss: 449.0734 - logcount_predictions_loss: 0.2306 2397/2433 [============================>.] - ETA: 5s - loss: 452.2092 - logits_profile_predictions_loss: 449.0735 - logcount_predictions_loss: 0.2306 2398/2433 [============================>.] - ETA: 5s - loss: 452.2093 - logits_profile_predictions_loss: 449.0736 - logcount_predictions_loss: 0.2306 2399/2433 [============================>.] - ETA: 5s - loss: 452.2094 - logits_profile_predictions_loss: 449.0736 - logcount_predictions_loss: 0.2306 2400/2433 [============================>.] - ETA: 5s - loss: 452.2095 - logits_profile_predictions_loss: 449.0737 - logcount_predictions_loss: 0.2306 2401/2433 [============================>.] - ETA: 4s - loss: 452.2096 - logits_profile_predictions_loss: 449.0738 - logcount_predictions_loss: 0.2306 2402/2433 [============================>.] - ETA: 4s - loss: 452.2096 - logits_profile_predictions_loss: 449.0739 - logcount_predictions_loss: 0.2306 2403/2433 [============================>.] - ETA: 4s - loss: 452.2097 - logits_profile_predictions_loss: 449.0740 - logcount_predictions_loss: 0.2306 2404/2433 [============================>.] - ETA: 4s - loss: 452.2098 - logits_profile_predictions_loss: 449.0741 - logcount_predictions_loss: 0.2306 2405/2433 [============================>.] - ETA: 4s - loss: 452.2099 - logits_profile_predictions_loss: 449.0742 - logcount_predictions_loss: 0.2306 2406/2433 [============================>.] - ETA: 4s - loss: 452.2100 - logits_profile_predictions_loss: 449.0743 - logcount_predictions_loss: 0.2306 2407/2433 [============================>.] - ETA: 3s - loss: 452.2101 - logits_profile_predictions_loss: 449.0744 - logcount_predictions_loss: 0.2306 2408/2433 [============================>.] - ETA: 3s - loss: 452.2102 - logits_profile_predictions_loss: 449.0745 - logcount_predictions_loss: 0.2306 2409/2433 [============================>.] - ETA: 3s - loss: 452.2103 - logits_profile_predictions_loss: 449.0746 - logcount_predictions_loss: 0.2306 2410/2433 [============================>.] - ETA: 3s - loss: 452.2104 - logits_profile_predictions_loss: 449.0747 - logcount_predictions_loss: 0.2306 2411/2433 [============================>.] - ETA: 3s - loss: 452.2104 - logits_profile_predictions_loss: 449.0747 - logcount_predictions_loss: 0.2306 2412/2433 [============================>.] - ETA: 3s - loss: 452.2105 - logits_profile_predictions_loss: 449.0748 - logcount_predictions_loss: 0.2306 2413/2433 [============================>.] - ETA: 3s - loss: 452.2106 - logits_profile_predictions_loss: 449.0749 - logcount_predictions_loss: 0.2306 2414/2433 [============================>.] - ETA: 2s - loss: 452.2107 - logits_profile_predictions_loss: 449.0750 - logcount_predictions_loss: 0.2306 2415/2433 [============================>.] - ETA: 2s - loss: 452.2108 - logits_profile_predictions_loss: 449.0751 - logcount_predictions_loss: 0.2306 2416/2433 [============================>.] - ETA: 2s - loss: 452.2109 - logits_profile_predictions_loss: 449.0752 - logcount_predictions_loss: 0.2306 2417/2433 [============================>.] - ETA: 2s - loss: 452.2110 - logits_profile_predictions_loss: 449.0753 - logcount_predictions_loss: 0.2306 2418/2433 [============================>.] - ETA: 2s - loss: 452.2111 - logits_profile_predictions_loss: 449.0754 - logcount_predictions_loss: 0.2306 2419/2433 [============================>.] - ETA: 2s - loss: 452.2112 - logits_profile_predictions_loss: 449.0755 - logcount_predictions_loss: 0.2306 2420/2433 [============================>.] - ETA: 1s - loss: 452.2112 - logits_profile_predictions_loss: 449.0756 - logcount_predictions_loss: 0.2306 2421/2433 [============================>.] - ETA: 1s - loss: 452.2113 - logits_profile_predictions_loss: 449.0757 - logcount_predictions_loss: 0.2306 2422/2433 [============================>.] - ETA: 1s - loss: 452.2114 - logits_profile_predictions_loss: 449.0757 - logcount_predictions_loss: 0.2306 2423/2433 [============================>.] - ETA: 1s - loss: 452.2114 - logits_profile_predictions_loss: 449.0758 - logcount_predictions_loss: 0.2306 2424/2433 [============================>.] - ETA: 1s - loss: 452.2115 - logits_profile_predictions_loss: 449.0759 - logcount_predictions_loss: 0.2306 2425/2433 [============================>.] - ETA: 1s - loss: 452.2115 - logits_profile_predictions_loss: 449.0759 - logcount_predictions_loss: 0.2306 2426/2433 [============================>.] - ETA: 1s - loss: 452.2116 - logits_profile_predictions_loss: 449.0760 - logcount_predictions_loss: 0.2306 2427/2433 [============================>.] - ETA: 0s - loss: 452.2116 - logits_profile_predictions_loss: 449.0760 - logcount_predictions_loss: 0.2306 2428/2433 [============================>.] - ETA: 0s - loss: 452.2117 - logits_profile_predictions_loss: 449.0761 - logcount_predictions_loss: 0.2306 2429/2433 [============================>.] - ETA: 0s - loss: 452.2117 - logits_profile_predictions_loss: 449.0761 - logcount_predictions_loss: 0.2306 2430/2433 [============================>.] - ETA: 0s - loss: 452.2117 - logits_profile_predictions_loss: 449.0761 - logcount_predictions_loss: 0.2306 2431/2433 [============================>.] - ETA: 0s - loss: 452.2118 - logits_profile_predictions_loss: 449.0762 - logcount_predictions_loss: 0.2306 2432/2433 [============================>.] - ETA: 0s - loss: 452.2118 - logits_profile_predictions_loss: 449.0762 - logcount_predictions_loss: 0.2306 2433/2433 [==============================] - ETA: 0s - loss: 452.2118 - logits_profile_predictions_loss: 449.0763 - logcount_predictions_loss: 0.2306 2433/2433 [==============================] - 387s 159ms/step - loss: 452.2119 - logits_profile_predictions_loss: 449.0763 - logcount_predictions_loss: 0.2306 - val_loss: 471.7840 - val_logits_profile_predictions_loss: 468.6438 - val_logcount_predictions_loss: 0.2309 + +Epoch 00010: val_loss did not improve from 471.52621 +Epoch 11/50 + 1/2433 [..............................] - ETA: 7:23 - loss: 448.7202 - logits_profile_predictions_loss: 445.2912 - logcount_predictions_loss: 0.2521 2/2433 [..............................] - ETA: 6:38 - loss: 448.5219 - logits_profile_predictions_loss: 445.1775 - logcount_predictions_loss: 0.2459 3/2433 [..............................] - ETA: 6:24 - loss: 446.8381 - logits_profile_predictions_loss: 443.5369 - logcount_predictions_loss: 0.2427 4/2433 [..............................] - ETA: 6:18 - loss: 444.2695 - logits_profile_predictions_loss: 440.9128 - logcount_predictions_loss: 0.2468 5/2433 [..............................] - ETA: 6:15 - loss: 443.3245 - logits_profile_predictions_loss: 439.8692 - logcount_predictions_loss: 0.2541 6/2433 [..............................] - ETA: 6:14 - loss: 441.2817 - logits_profile_predictions_loss: 437.8111 - logcount_predictions_loss: 0.2552 7/2433 [..............................] - ETA: 6:13 - loss: 439.3568 - logits_profile_predictions_loss: 435.8712 - logcount_predictions_loss: 0.2563 8/2433 [..............................] - ETA: 6:12 - loss: 438.1852 - logits_profile_predictions_loss: 434.6979 - logcount_predictions_loss: 0.2564 9/2433 [..............................] - ETA: 6:11 - loss: 437.3023 - logits_profile_predictions_loss: 433.8044 - logcount_predictions_loss: 0.2572 10/2433 [..............................] - ETA: 6:11 - loss: 436.6204 - logits_profile_predictions_loss: 433.1121 - logcount_predictions_loss: 0.2580 11/2433 [..............................] - ETA: 6:10 - loss: 436.5134 - logits_profile_predictions_loss: 433.0019 - logcount_predictions_loss: 0.2582 12/2433 [..............................] - ETA: 6:10 - loss: 436.0361 - logits_profile_predictions_loss: 432.5272 - logcount_predictions_loss: 0.2580 13/2433 [..............................] - ETA: 6:09 - loss: 435.4086 - logits_profile_predictions_loss: 431.8977 - logcount_predictions_loss: 0.2582 14/2433 [..............................] - ETA: 6:09 - loss: 434.8286 - logits_profile_predictions_loss: 431.3215 - logcount_predictions_loss: 0.2579 15/2433 [..............................] - ETA: 6:08 - loss: 434.7147 - logits_profile_predictions_loss: 431.2136 - logcount_predictions_loss: 0.2574 16/2433 [..............................] - ETA: 6:08 - loss: 434.5544 - logits_profile_predictions_loss: 431.0609 - logcount_predictions_loss: 0.2569 17/2433 [..............................] - ETA: 6:08 - loss: 434.5165 - logits_profile_predictions_loss: 431.0305 - logcount_predictions_loss: 0.2563 18/2433 [..............................] - ETA: 6:07 - loss: 434.4020 - logits_profile_predictions_loss: 430.9268 - logcount_predictions_loss: 0.2555 19/2433 [..............................] - ETA: 6:07 - loss: 434.2935 - logits_profile_predictions_loss: 430.8279 - logcount_predictions_loss: 0.2548 20/2433 [..............................] - ETA: 6:07 - loss: 434.1713 - logits_profile_predictions_loss: 430.7125 - logcount_predictions_loss: 0.2543 21/2433 [..............................] - ETA: 6:07 - loss: 434.0530 - logits_profile_predictions_loss: 430.5990 - logcount_predictions_loss: 0.2540 22/2433 [..............................] - ETA: 6:06 - loss: 434.0247 - logits_profile_predictions_loss: 430.5747 - logcount_predictions_loss: 0.2537 23/2433 [..............................] - ETA: 6:06 - loss: 433.8610 - logits_profile_predictions_loss: 430.4172 - logcount_predictions_loss: 0.2532 24/2433 [..............................] - ETA: 6:06 - loss: 433.7209 - logits_profile_predictions_loss: 430.2822 - logcount_predictions_loss: 0.2528 25/2433 [..............................] - ETA: 6:06 - loss: 433.6826 - logits_profile_predictions_loss: 430.2513 - logcount_predictions_loss: 0.2523 26/2433 [..............................] - ETA: 6:06 - loss: 433.7371 - logits_profile_predictions_loss: 430.3116 - logcount_predictions_loss: 0.2519 27/2433 [..............................] - ETA: 6:05 - loss: 433.8464 - logits_profile_predictions_loss: 430.4267 - logcount_predictions_loss: 0.2515 28/2433 [..............................] - ETA: 6:05 - loss: 433.9027 - logits_profile_predictions_loss: 430.4892 - logcount_predictions_loss: 0.2510 29/2433 [..............................] - ETA: 6:05 - loss: 433.8910 - logits_profile_predictions_loss: 430.4827 - logcount_predictions_loss: 0.2506 30/2433 [..............................] - ETA: 6:05 - loss: 433.9014 - logits_profile_predictions_loss: 430.4998 - logcount_predictions_loss: 0.2501 31/2433 [..............................] - ETA: 6:05 - loss: 433.9327 - logits_profile_predictions_loss: 430.5382 - logcount_predictions_loss: 0.2496 32/2433 [..............................] - ETA: 6:04 - loss: 434.0030 - logits_profile_predictions_loss: 430.6153 - logcount_predictions_loss: 0.2491 33/2433 [..............................] - ETA: 6:04 - loss: 434.1382 - logits_profile_predictions_loss: 430.7567 - logcount_predictions_loss: 0.2486 34/2433 [..............................] - ETA: 6:04 - loss: 434.3850 - logits_profile_predictions_loss: 431.0094 - logcount_predictions_loss: 0.2482 35/2433 [..............................] - ETA: 6:04 - loss: 434.6801 - logits_profile_predictions_loss: 431.3086 - logcount_predictions_loss: 0.2479 36/2433 [..............................] - ETA: 6:04 - loss: 434.9675 - logits_profile_predictions_loss: 431.6007 - logcount_predictions_loss: 0.2476 37/2433 [..............................] - ETA: 6:04 - loss: 435.2342 - logits_profile_predictions_loss: 431.8718 - logcount_predictions_loss: 0.2472 38/2433 [..............................] - ETA: 6:03 - loss: 435.4665 - logits_profile_predictions_loss: 432.1080 - logcount_predictions_loss: 0.2469 39/2433 [..............................] - ETA: 6:03 - loss: 435.7129 - logits_profile_predictions_loss: 432.3584 - logcount_predictions_loss: 0.2467 40/2433 [..............................] - ETA: 6:03 - loss: 435.9818 - logits_profile_predictions_loss: 432.6312 - logcount_predictions_loss: 0.2464 41/2433 [..............................] - ETA: 6:03 - loss: 436.2248 - logits_profile_predictions_loss: 432.8778 - logcount_predictions_loss: 0.2461 42/2433 [..............................] - ETA: 6:03 - loss: 436.4884 - logits_profile_predictions_loss: 433.1441 - logcount_predictions_loss: 0.2459 43/2433 [..............................] - ETA: 6:03 - loss: 436.7597 - logits_profile_predictions_loss: 433.4178 - logcount_predictions_loss: 0.2457 44/2433 [..............................] - ETA: 6:02 - loss: 436.9997 - logits_profile_predictions_loss: 433.6610 - logcount_predictions_loss: 0.2455 45/2433 [..............................] - ETA: 6:02 - loss: 437.2329 - logits_profile_predictions_loss: 433.8976 - logcount_predictions_loss: 0.2452 46/2433 [..............................] - ETA: 6:02 - loss: 437.4688 - logits_profile_predictions_loss: 434.1367 - logcount_predictions_loss: 0.2450 47/2433 [..............................] - ETA: 6:02 - loss: 437.6831 - logits_profile_predictions_loss: 434.3543 - logcount_predictions_loss: 0.2448 48/2433 [..............................] - ETA: 6:02 - loss: 437.8847 - logits_profile_predictions_loss: 434.5589 - logcount_predictions_loss: 0.2445 49/2433 [..............................] - ETA: 6:02 - loss: 438.0992 - logits_profile_predictions_loss: 434.7768 - logcount_predictions_loss: 0.2443 50/2433 [..............................] - ETA: 6:02 - loss: 438.2911 - logits_profile_predictions_loss: 434.9718 - logcount_predictions_loss: 0.2441 51/2433 [..............................] - ETA: 6:01 - loss: 438.4806 - logits_profile_predictions_loss: 435.1636 - logcount_predictions_loss: 0.2439 52/2433 [..............................] - ETA: 6:01 - loss: 438.6354 - logits_profile_predictions_loss: 435.3207 - logcount_predictions_loss: 0.2437 53/2433 [..............................] - ETA: 6:01 - loss: 438.7936 - logits_profile_predictions_loss: 435.4808 - logcount_predictions_loss: 0.2436 54/2433 [..............................] - ETA: 6:01 - loss: 438.9387 - logits_profile_predictions_loss: 435.6279 - logcount_predictions_loss: 0.2434 55/2433 [..............................] - ETA: 6:01 - loss: 439.0884 - logits_profile_predictions_loss: 435.7791 - logcount_predictions_loss: 0.2433 56/2433 [..............................] - ETA: 6:01 - loss: 439.2535 - logits_profile_predictions_loss: 435.9459 - logcount_predictions_loss: 0.2432 57/2433 [..............................] - ETA: 6:00 - loss: 439.4182 - logits_profile_predictions_loss: 436.1121 - logcount_predictions_loss: 0.2431 58/2433 [..............................] - ETA: 6:00 - loss: 439.5695 - logits_profile_predictions_loss: 436.2648 - logcount_predictions_loss: 0.2430 59/2433 [..............................] - ETA: 6:00 - loss: 439.7166 - logits_profile_predictions_loss: 436.4133 - logcount_predictions_loss: 0.2429 60/2433 [..............................] - ETA: 6:00 - loss: 439.8446 - logits_profile_predictions_loss: 436.5428 - logcount_predictions_loss: 0.2428 61/2433 [..............................] - ETA: 6:00 - loss: 439.9677 - logits_profile_predictions_loss: 436.6677 - logcount_predictions_loss: 0.2426 62/2433 [..............................] - ETA: 6:00 - loss: 440.0794 - logits_profile_predictions_loss: 436.7809 - logcount_predictions_loss: 0.2425 63/2433 [..............................] - ETA: 5:59 - loss: 440.1826 - logits_profile_predictions_loss: 436.8856 - logcount_predictions_loss: 0.2424 64/2433 [..............................] - ETA: 5:59 - loss: 440.3076 - logits_profile_predictions_loss: 437.0125 - logcount_predictions_loss: 0.2423 65/2433 [..............................] - ETA: 5:59 - loss: 440.4458 - logits_profile_predictions_loss: 437.1525 - logcount_predictions_loss: 0.2422 66/2433 [..............................] - ETA: 5:59 - loss: 440.5764 - logits_profile_predictions_loss: 437.2849 - logcount_predictions_loss: 0.2420 67/2433 [..............................] - ETA: 5:59 - loss: 440.7172 - logits_profile_predictions_loss: 437.4275 - logcount_predictions_loss: 0.2419 68/2433 [..............................] - ETA: 5:59 - loss: 440.8548 - logits_profile_predictions_loss: 437.5669 - logcount_predictions_loss: 0.2418 69/2433 [..............................] - ETA: 5:59 - loss: 440.9928 - logits_profile_predictions_loss: 437.7069 - logcount_predictions_loss: 0.2416 70/2433 [..............................] - ETA: 5:58 - loss: 441.1334 - logits_profile_predictions_loss: 437.8494 - logcount_predictions_loss: 0.2415 71/2433 [..............................] - ETA: 5:58 - loss: 441.2672 - logits_profile_predictions_loss: 437.9853 - logcount_predictions_loss: 0.2413 72/2433 [..............................] - ETA: 5:58 - loss: 441.3990 - logits_profile_predictions_loss: 438.1190 - logcount_predictions_loss: 0.2412 73/2433 [..............................] - ETA: 5:58 - loss: 441.5264 - logits_profile_predictions_loss: 438.2485 - logcount_predictions_loss: 0.2410 74/2433 [..............................] - ETA: 5:58 - loss: 441.6444 - logits_profile_predictions_loss: 438.3684 - logcount_predictions_loss: 0.2409 75/2433 [..............................] - ETA: 5:58 - loss: 441.7579 - logits_profile_predictions_loss: 438.4838 - logcount_predictions_loss: 0.2407 76/2433 [..............................] - ETA: 5:57 - loss: 441.8685 - logits_profile_predictions_loss: 438.5962 - logcount_predictions_loss: 0.2406 77/2433 [..............................] - ETA: 5:57 - loss: 441.9622 - logits_profile_predictions_loss: 438.6918 - logcount_predictions_loss: 0.2405 78/2433 [..............................] - ETA: 5:57 - loss: 442.0551 - logits_profile_predictions_loss: 438.7866 - logcount_predictions_loss: 0.2403 79/2433 [..............................] - ETA: 5:57 - loss: 442.1485 - logits_profile_predictions_loss: 438.8815 - logcount_predictions_loss: 0.2402 80/2433 [..............................] - ETA: 5:57 - loss: 442.2408 - logits_profile_predictions_loss: 438.9752 - logcount_predictions_loss: 0.2401 81/2433 [..............................] - ETA: 5:57 - loss: 442.3363 - logits_profile_predictions_loss: 439.0720 - logcount_predictions_loss: 0.2400 82/2433 [>.............................] - ETA: 5:57 - loss: 442.4358 - logits_profile_predictions_loss: 439.1728 - logcount_predictions_loss: 0.2399 83/2433 [>.............................] - ETA: 5:56 - loss: 442.5341 - logits_profile_predictions_loss: 439.2723 - logcount_predictions_loss: 0.2398 84/2433 [>.............................] - ETA: 5:56 - loss: 442.6246 - logits_profile_predictions_loss: 439.3642 - logcount_predictions_loss: 0.2397 85/2433 [>.............................] - ETA: 5:56 - loss: 442.7144 - logits_profile_predictions_loss: 439.4553 - logcount_predictions_loss: 0.2396 86/2433 [>.............................] - ETA: 5:56 - loss: 442.8067 - logits_profile_predictions_loss: 439.5491 - logcount_predictions_loss: 0.2395 87/2433 [>.............................] - ETA: 5:56 - loss: 442.8980 - logits_profile_predictions_loss: 439.6417 - logcount_predictions_loss: 0.2394 88/2433 [>.............................] - ETA: 5:56 - loss: 442.9820 - logits_profile_predictions_loss: 439.7271 - logcount_predictions_loss: 0.2393 89/2433 [>.............................] - ETA: 5:55 - loss: 443.0721 - logits_profile_predictions_loss: 439.8185 - logcount_predictions_loss: 0.2392 90/2433 [>.............................] - ETA: 5:55 - loss: 443.1570 - logits_profile_predictions_loss: 439.9047 - logcount_predictions_loss: 0.2391 91/2433 [>.............................] - ETA: 5:55 - loss: 443.2377 - logits_profile_predictions_loss: 439.9866 - logcount_predictions_loss: 0.2391 92/2433 [>.............................] - ETA: 5:55 - loss: 443.3113 - logits_profile_predictions_loss: 440.0616 - logcount_predictions_loss: 0.2390 93/2433 [>.............................] - ETA: 5:55 - 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logits_profile_predictions_loss: 444.0998 - logcount_predictions_loss: 0.2335 250/2433 [==>...........................] - ETA: 5:31 - loss: 447.2815 - logits_profile_predictions_loss: 444.1065 - logcount_predictions_loss: 0.2334 251/2433 [==>...........................] - ETA: 5:31 - loss: 447.2867 - logits_profile_predictions_loss: 444.1119 - logcount_predictions_loss: 0.2334 252/2433 [==>...........................] - ETA: 5:31 - loss: 447.2913 - logits_profile_predictions_loss: 444.1167 - logcount_predictions_loss: 0.2334 253/2433 [==>...........................] - ETA: 5:31 - loss: 447.2961 - logits_profile_predictions_loss: 444.1216 - logcount_predictions_loss: 0.2334 254/2433 [==>...........................] - ETA: 5:30 - loss: 447.3021 - logits_profile_predictions_loss: 444.1278 - logcount_predictions_loss: 0.2334 255/2433 [==>...........................] - ETA: 5:30 - loss: 447.3080 - logits_profile_predictions_loss: 444.1339 - logcount_predictions_loss: 0.2334 256/2433 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logits_profile_predictions_loss: 444.1718 - logcount_predictions_loss: 0.2333 263/2433 [==>...........................] - ETA: 5:29 - loss: 447.3499 - logits_profile_predictions_loss: 444.1774 - logcount_predictions_loss: 0.2333 264/2433 [==>...........................] - ETA: 5:29 - loss: 447.3548 - logits_profile_predictions_loss: 444.1826 - logcount_predictions_loss: 0.2332 265/2433 [==>...........................] - ETA: 5:29 - loss: 447.3596 - logits_profile_predictions_loss: 444.1876 - logcount_predictions_loss: 0.2332 266/2433 [==>...........................] - ETA: 5:29 - loss: 447.3644 - logits_profile_predictions_loss: 444.1926 - logcount_predictions_loss: 0.2332 267/2433 [==>...........................] - ETA: 5:28 - loss: 447.3692 - logits_profile_predictions_loss: 444.1976 - logcount_predictions_loss: 0.2332 268/2433 [==>...........................] - ETA: 5:28 - loss: 447.3733 - logits_profile_predictions_loss: 444.2019 - logcount_predictions_loss: 0.2332 269/2433 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logits_profile_predictions_loss: 444.2398 - logcount_predictions_loss: 0.2331 276/2433 [==>...........................] - ETA: 5:27 - loss: 447.4142 - logits_profile_predictions_loss: 444.2448 - logcount_predictions_loss: 0.2330 277/2433 [==>...........................] - ETA: 5:27 - loss: 447.4200 - logits_profile_predictions_loss: 444.2508 - logcount_predictions_loss: 0.2330 278/2433 [==>...........................] - ETA: 5:27 - loss: 447.4265 - logits_profile_predictions_loss: 444.2576 - logcount_predictions_loss: 0.2330 279/2433 [==>...........................] - ETA: 5:27 - loss: 447.4342 - logits_profile_predictions_loss: 444.2655 - logcount_predictions_loss: 0.2330 280/2433 [==>...........................] - ETA: 5:26 - loss: 447.4427 - logits_profile_predictions_loss: 444.2743 - logcount_predictions_loss: 0.2330 281/2433 [==>...........................] - ETA: 5:26 - loss: 447.4512 - logits_profile_predictions_loss: 444.2830 - logcount_predictions_loss: 0.2329 282/2433 [==>...........................] - ETA: 5:26 - loss: 447.4600 - logits_profile_predictions_loss: 444.2921 - logcount_predictions_loss: 0.2329 283/2433 [==>...........................] - ETA: 5:26 - loss: 447.4688 - logits_profile_predictions_loss: 444.3011 - logcount_predictions_loss: 0.2329 284/2433 [==>...........................] - ETA: 5:26 - loss: 447.4775 - logits_profile_predictions_loss: 444.3100 - logcount_predictions_loss: 0.2329 285/2433 [==>...........................] - ETA: 5:26 - loss: 447.4869 - logits_profile_predictions_loss: 444.3197 - logcount_predictions_loss: 0.2329 286/2433 [==>...........................] - ETA: 5:26 - loss: 447.4957 - logits_profile_predictions_loss: 444.3287 - logcount_predictions_loss: 0.2329 287/2433 [==>...........................] - ETA: 5:25 - loss: 447.5047 - logits_profile_predictions_loss: 444.3379 - logcount_predictions_loss: 0.2328 288/2433 [==>...........................] - ETA: 5:25 - loss: 447.5136 - 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[==>...........................] - ETA: 5:22 - loss: 447.6899 - logits_profile_predictions_loss: 444.5265 - logcount_predictions_loss: 0.2326 309/2433 [==>...........................] - ETA: 5:22 - loss: 447.6992 - logits_profile_predictions_loss: 444.5360 - logcount_predictions_loss: 0.2326 310/2433 [==>...........................] - ETA: 5:22 - loss: 447.7087 - logits_profile_predictions_loss: 444.5456 - logcount_predictions_loss: 0.2326 311/2433 [==>...........................] - ETA: 5:22 - loss: 447.7178 - logits_profile_predictions_loss: 444.5549 - logcount_predictions_loss: 0.2326 312/2433 [==>...........................] - ETA: 5:22 - loss: 447.7262 - logits_profile_predictions_loss: 444.5634 - logcount_predictions_loss: 0.2326 313/2433 [==>...........................] - ETA: 5:21 - loss: 447.7347 - logits_profile_predictions_loss: 444.5720 - logcount_predictions_loss: 0.2325 314/2433 [==>...........................] - ETA: 5:21 - loss: 447.7429 - 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logits_profile_predictions_loss: 444.8383 - logcount_predictions_loss: 0.2322 354/2433 [===>..........................] - ETA: 5:15 - loss: 447.9995 - logits_profile_predictions_loss: 444.8421 - logcount_predictions_loss: 0.2322 355/2433 [===>..........................] - ETA: 5:15 - loss: 448.0030 - logits_profile_predictions_loss: 444.8457 - logcount_predictions_loss: 0.2321 356/2433 [===>..........................] - ETA: 5:15 - loss: 448.0067 - logits_profile_predictions_loss: 444.8495 - logcount_predictions_loss: 0.2321 357/2433 [===>..........................] - ETA: 5:15 - loss: 448.0106 - logits_profile_predictions_loss: 444.8535 - logcount_predictions_loss: 0.2321 358/2433 [===>..........................] - ETA: 5:14 - loss: 448.0146 - logits_profile_predictions_loss: 444.8577 - logcount_predictions_loss: 0.2321 359/2433 [===>..........................] - ETA: 5:14 - loss: 448.0184 - logits_profile_predictions_loss: 444.8616 - logcount_predictions_loss: 0.2321 360/2433 [===>..........................] - ETA: 5:14 - loss: 448.0225 - logits_profile_predictions_loss: 444.8657 - logcount_predictions_loss: 0.2321 361/2433 [===>..........................] - ETA: 5:14 - loss: 448.0261 - logits_profile_predictions_loss: 444.8695 - logcount_predictions_loss: 0.2321 362/2433 [===>..........................] - ETA: 5:14 - loss: 448.0299 - logits_profile_predictions_loss: 444.8734 - logcount_predictions_loss: 0.2321 363/2433 [===>..........................] - ETA: 5:14 - loss: 448.0332 - logits_profile_predictions_loss: 444.8768 - logcount_predictions_loss: 0.2321 364/2433 [===>..........................] - ETA: 5:13 - loss: 448.0365 - logits_profile_predictions_loss: 444.8803 - logcount_predictions_loss: 0.2321 365/2433 [===>..........................] - ETA: 5:13 - loss: 448.0400 - logits_profile_predictions_loss: 444.8838 - logcount_predictions_loss: 0.2321 366/2433 [===>..........................] - ETA: 5:13 - loss: 448.0435 - logits_profile_predictions_loss: 444.8875 - logcount_predictions_loss: 0.2321 367/2433 [===>..........................] - ETA: 5:13 - loss: 448.0464 - logits_profile_predictions_loss: 444.8905 - logcount_predictions_loss: 0.2320 368/2433 [===>..........................] - ETA: 5:13 - loss: 448.0491 - logits_profile_predictions_loss: 444.8934 - logcount_predictions_loss: 0.2320 369/2433 [===>..........................] - ETA: 5:13 - loss: 448.0518 - logits_profile_predictions_loss: 444.8962 - logcount_predictions_loss: 0.2320 370/2433 [===>..........................] - ETA: 5:13 - loss: 448.0544 - logits_profile_predictions_loss: 444.8989 - logcount_predictions_loss: 0.2320 371/2433 [===>..........................] - ETA: 5:12 - loss: 448.0573 - logits_profile_predictions_loss: 444.9020 - logcount_predictions_loss: 0.2320 372/2433 [===>..........................] - ETA: 5:12 - loss: 448.0602 - logits_profile_predictions_loss: 444.9050 - logcount_predictions_loss: 0.2320 373/2433 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logits_profile_predictions_loss: 444.9248 - logcount_predictions_loss: 0.2319 380/2433 [===>..........................] - ETA: 5:11 - loss: 448.0811 - logits_profile_predictions_loss: 444.9270 - logcount_predictions_loss: 0.2319 381/2433 [===>..........................] - ETA: 5:11 - loss: 448.0838 - logits_profile_predictions_loss: 444.9298 - logcount_predictions_loss: 0.2319 382/2433 [===>..........................] - ETA: 5:11 - loss: 448.0862 - logits_profile_predictions_loss: 444.9324 - logcount_predictions_loss: 0.2319 383/2433 [===>..........................] - ETA: 5:11 - loss: 448.0886 - logits_profile_predictions_loss: 444.9348 - logcount_predictions_loss: 0.2319 384/2433 [===>..........................] - ETA: 5:10 - loss: 448.0908 - logits_profile_predictions_loss: 444.9372 - logcount_predictions_loss: 0.2319 385/2433 [===>..........................] - ETA: 5:10 - loss: 448.0931 - logits_profile_predictions_loss: 444.9395 - logcount_predictions_loss: 0.2319 386/2433 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[=====>........................] - ETA: 4:54 - loss: 448.1523 - logits_profile_predictions_loss: 445.0117 - logcount_predictions_loss: 0.2309 491/2433 [=====>........................] - ETA: 4:54 - loss: 448.1515 - logits_profile_predictions_loss: 445.0110 - logcount_predictions_loss: 0.2309 492/2433 [=====>........................] - ETA: 4:54 - loss: 448.1510 - logits_profile_predictions_loss: 445.0106 - logcount_predictions_loss: 0.2309 493/2433 [=====>........................] - ETA: 4:54 - loss: 448.1504 - logits_profile_predictions_loss: 445.0102 - logcount_predictions_loss: 0.2309 494/2433 [=====>........................] - ETA: 4:54 - loss: 448.1499 - logits_profile_predictions_loss: 445.0098 - logcount_predictions_loss: 0.2309 495/2433 [=====>........................] - ETA: 4:54 - loss: 448.1491 - logits_profile_predictions_loss: 445.0091 - logcount_predictions_loss: 0.2309 496/2433 [=====>........................] - ETA: 4:53 - loss: 448.1484 - 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[=====>........................] - ETA: 4:52 - loss: 448.1426 - logits_profile_predictions_loss: 445.0035 - logcount_predictions_loss: 0.2308 504/2433 [=====>........................] - ETA: 4:52 - loss: 448.1414 - logits_profile_predictions_loss: 445.0024 - logcount_predictions_loss: 0.2308 505/2433 [=====>........................] - ETA: 4:52 - loss: 448.1400 - logits_profile_predictions_loss: 445.0012 - logcount_predictions_loss: 0.2308 506/2433 [=====>........................] - ETA: 4:52 - loss: 448.1390 - logits_profile_predictions_loss: 445.0003 - logcount_predictions_loss: 0.2308 507/2433 [=====>........................] - ETA: 4:52 - loss: 448.1376 - logits_profile_predictions_loss: 444.9990 - logcount_predictions_loss: 0.2308 508/2433 [=====>........................] - ETA: 4:52 - loss: 448.1361 - logits_profile_predictions_loss: 444.9976 - logcount_predictions_loss: 0.2308 509/2433 [=====>........................] - ETA: 4:51 - loss: 448.1347 - 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[===========================>..] - ETA: 16s - loss: 448.8746 - logits_profile_predictions_loss: 445.8244 - logcount_predictions_loss: 0.2243 2324/2433 [===========================>..] - ETA: 16s - loss: 448.8751 - logits_profile_predictions_loss: 445.8249 - logcount_predictions_loss: 0.2243 2325/2433 [===========================>..] - ETA: 16s - loss: 448.8755 - logits_profile_predictions_loss: 445.8254 - logcount_predictions_loss: 0.2243 2326/2433 [===========================>..] - ETA: 16s - loss: 448.8760 - logits_profile_predictions_loss: 445.8259 - logcount_predictions_loss: 0.2243 2327/2433 [===========================>..] - ETA: 16s - loss: 448.8765 - logits_profile_predictions_loss: 445.8264 - logcount_predictions_loss: 0.2243 2328/2433 [===========================>..] - ETA: 15s - loss: 448.8770 - logits_profile_predictions_loss: 445.8269 - logcount_predictions_loss: 0.2243 2329/2433 [===========================>..] - ETA: 15s - loss: 448.8775 - logits_profile_predictions_loss: 445.8274 - logcount_predictions_loss: 0.2243 2330/2433 [===========================>..] - ETA: 15s - loss: 448.8779 - logits_profile_predictions_loss: 445.8279 - logcount_predictions_loss: 0.2243 2331/2433 [===========================>..] - ETA: 15s - loss: 448.8784 - logits_profile_predictions_loss: 445.8284 - logcount_predictions_loss: 0.2243 2332/2433 [===========================>..] - ETA: 15s - loss: 448.8789 - logits_profile_predictions_loss: 445.8289 - logcount_predictions_loss: 0.2242 2333/2433 [===========================>..] - ETA: 15s - loss: 448.8794 - logits_profile_predictions_loss: 445.8294 - logcount_predictions_loss: 0.2242 2334/2433 [===========================>..] - ETA: 15s - loss: 448.8799 - logits_profile_predictions_loss: 445.8299 - logcount_predictions_loss: 0.2242 2335/2433 [===========================>..] - ETA: 14s - loss: 448.8804 - logits_profile_predictions_loss: 445.8304 - logcount_predictions_loss: 0.2242 2336/2433 [===========================>..] - ETA: 14s - loss: 448.8808 - logits_profile_predictions_loss: 445.8310 - logcount_predictions_loss: 0.2242 2337/2433 [===========================>..] - ETA: 14s - loss: 448.8813 - logits_profile_predictions_loss: 445.8315 - logcount_predictions_loss: 0.2242 2338/2433 [===========================>..] - ETA: 14s - loss: 448.8818 - logits_profile_predictions_loss: 445.8320 - logcount_predictions_loss: 0.2242 2339/2433 [===========================>..] - ETA: 14s - loss: 448.8823 - logits_profile_predictions_loss: 445.8325 - logcount_predictions_loss: 0.2242 2340/2433 [===========================>..] - ETA: 14s - loss: 448.8828 - logits_profile_predictions_loss: 445.8330 - logcount_predictions_loss: 0.2242 2341/2433 [===========================>..] - ETA: 13s - loss: 448.8833 - logits_profile_predictions_loss: 445.8335 - logcount_predictions_loss: 0.2242 2342/2433 [===========================>..] - ETA: 13s - loss: 448.8837 - logits_profile_predictions_loss: 445.8340 - logcount_predictions_loss: 0.2242 2343/2433 [===========================>..] - ETA: 13s - loss: 448.8842 - logits_profile_predictions_loss: 445.8345 - logcount_predictions_loss: 0.2242 2344/2433 [===========================>..] - ETA: 13s - loss: 448.8847 - logits_profile_predictions_loss: 445.8350 - logcount_predictions_loss: 0.2242 2345/2433 [===========================>..] - ETA: 13s - loss: 448.8852 - logits_profile_predictions_loss: 445.8355 - logcount_predictions_loss: 0.2242 2346/2433 [===========================>..] - ETA: 13s - loss: 448.8856 - logits_profile_predictions_loss: 445.8360 - logcount_predictions_loss: 0.2242 2347/2433 [===========================>..] - ETA: 13s - loss: 448.8861 - logits_profile_predictions_loss: 445.8365 - logcount_predictions_loss: 0.2242 2348/2433 [===========================>..] - ETA: 12s - loss: 448.8866 - logits_profile_predictions_loss: 445.8370 - logcount_predictions_loss: 0.2242 2349/2433 [===========================>..] - ETA: 12s - loss: 448.8870 - logits_profile_predictions_loss: 445.8374 - logcount_predictions_loss: 0.2242 2350/2433 [===========================>..] - ETA: 12s - loss: 448.8875 - logits_profile_predictions_loss: 445.8379 - logcount_predictions_loss: 0.2242 2351/2433 [===========================>..] - ETA: 12s - loss: 448.8879 - logits_profile_predictions_loss: 445.8384 - logcount_predictions_loss: 0.2242 2352/2433 [============================>.] - ETA: 12s - loss: 448.8884 - logits_profile_predictions_loss: 445.8389 - logcount_predictions_loss: 0.2242 2353/2433 [============================>.] - ETA: 12s - loss: 448.8888 - logits_profile_predictions_loss: 445.8393 - logcount_predictions_loss: 0.2242 2354/2433 [============================>.] - ETA: 11s - loss: 448.8892 - logits_profile_predictions_loss: 445.8398 - logcount_predictions_loss: 0.2242 2355/2433 [============================>.] - ETA: 11s - loss: 448.8897 - logits_profile_predictions_loss: 445.8402 - logcount_predictions_loss: 0.2242 2356/2433 [============================>.] - ETA: 11s - loss: 448.8901 - logits_profile_predictions_loss: 445.8407 - logcount_predictions_loss: 0.2242 2357/2433 [============================>.] - ETA: 11s - loss: 448.8906 - logits_profile_predictions_loss: 445.8412 - logcount_predictions_loss: 0.2242 2358/2433 [============================>.] - ETA: 11s - loss: 448.8910 - logits_profile_predictions_loss: 445.8416 - logcount_predictions_loss: 0.2242 2359/2433 [============================>.] - ETA: 11s - loss: 448.8915 - logits_profile_predictions_loss: 445.8421 - logcount_predictions_loss: 0.2242 2360/2433 [============================>.] - ETA: 11s - loss: 448.8919 - logits_profile_predictions_loss: 445.8426 - logcount_predictions_loss: 0.2242 2361/2433 [============================>.] - ETA: 10s - loss: 448.8924 - logits_profile_predictions_loss: 445.8431 - logcount_predictions_loss: 0.2242 2362/2433 [============================>.] - ETA: 10s - loss: 448.8928 - logits_profile_predictions_loss: 445.8435 - logcount_predictions_loss: 0.2242 2363/2433 [============================>.] - ETA: 10s - loss: 448.8933 - logits_profile_predictions_loss: 445.8440 - logcount_predictions_loss: 0.2242 2364/2433 [============================>.] - ETA: 10s - loss: 448.8937 - logits_profile_predictions_loss: 445.8445 - logcount_predictions_loss: 0.2242 2365/2433 [============================>.] - ETA: 10s - loss: 448.8942 - logits_profile_predictions_loss: 445.8449 - logcount_predictions_loss: 0.2242 2366/2433 [============================>.] - ETA: 10s - loss: 448.8946 - logits_profile_predictions_loss: 445.8454 - logcount_predictions_loss: 0.2242 2367/2433 [============================>.] - ETA: 10s - loss: 448.8950 - logits_profile_predictions_loss: 445.8459 - logcount_predictions_loss: 0.2242 2368/2433 [============================>.] - ETA: 9s - loss: 448.8955 - logits_profile_predictions_loss: 445.8463 - logcount_predictions_loss: 0.2242  2369/2433 [============================>.] - ETA: 9s - loss: 448.8959 - logits_profile_predictions_loss: 445.8468 - logcount_predictions_loss: 0.2242 2370/2433 [============================>.] - ETA: 9s - loss: 448.8963 - logits_profile_predictions_loss: 445.8472 - logcount_predictions_loss: 0.2242 2371/2433 [============================>.] - ETA: 9s - loss: 448.8967 - logits_profile_predictions_loss: 445.8477 - logcount_predictions_loss: 0.2242 2372/2433 [============================>.] - ETA: 9s - loss: 448.8971 - logits_profile_predictions_loss: 445.8481 - logcount_predictions_loss: 0.2242 2373/2433 [============================>.] - ETA: 9s - loss: 448.8975 - logits_profile_predictions_loss: 445.8485 - logcount_predictions_loss: 0.2242 2374/2433 [============================>.] - ETA: 8s - loss: 448.8979 - logits_profile_predictions_loss: 445.8489 - logcount_predictions_loss: 0.2242 2375/2433 [============================>.] - ETA: 8s - loss: 448.8983 - logits_profile_predictions_loss: 445.8494 - logcount_predictions_loss: 0.2242 2376/2433 [============================>.] - ETA: 8s - loss: 448.8987 - logits_profile_predictions_loss: 445.8498 - logcount_predictions_loss: 0.2242 2377/2433 [============================>.] - ETA: 8s - loss: 448.8991 - logits_profile_predictions_loss: 445.8502 - logcount_predictions_loss: 0.2242 2378/2433 [============================>.] - ETA: 8s - loss: 448.8995 - logits_profile_predictions_loss: 445.8506 - logcount_predictions_loss: 0.2242 2379/2433 [============================>.] - ETA: 8s - loss: 448.8999 - logits_profile_predictions_loss: 445.8510 - logcount_predictions_loss: 0.2242 2380/2433 [============================>.] - ETA: 8s - loss: 448.9003 - logits_profile_predictions_loss: 445.8514 - logcount_predictions_loss: 0.2242 2381/2433 [============================>.] - ETA: 7s - loss: 448.9007 - logits_profile_predictions_loss: 445.8519 - logcount_predictions_loss: 0.2242 2382/2433 [============================>.] - ETA: 7s - loss: 448.9011 - logits_profile_predictions_loss: 445.8523 - logcount_predictions_loss: 0.2242 2383/2433 [============================>.] - ETA: 7s - loss: 448.9016 - logits_profile_predictions_loss: 445.8528 - logcount_predictions_loss: 0.2242 2384/2433 [============================>.] - ETA: 7s - loss: 448.9020 - logits_profile_predictions_loss: 445.8532 - logcount_predictions_loss: 0.2242 2385/2433 [============================>.] - ETA: 7s - loss: 448.9024 - logits_profile_predictions_loss: 445.8536 - logcount_predictions_loss: 0.2242 2386/2433 [============================>.] - ETA: 7s - loss: 448.9028 - logits_profile_predictions_loss: 445.8541 - logcount_predictions_loss: 0.2242 2387/2433 [============================>.] - ETA: 6s - loss: 448.9033 - logits_profile_predictions_loss: 445.8545 - logcount_predictions_loss: 0.2242 2388/2433 [============================>.] - ETA: 6s - loss: 448.9037 - logits_profile_predictions_loss: 445.8550 - logcount_predictions_loss: 0.2242 2389/2433 [============================>.] - ETA: 6s - loss: 448.9041 - logits_profile_predictions_loss: 445.8554 - logcount_predictions_loss: 0.2242 2390/2433 [============================>.] - ETA: 6s - loss: 448.9045 - logits_profile_predictions_loss: 445.8559 - logcount_predictions_loss: 0.2242 2391/2433 [============================>.] - ETA: 6s - loss: 448.9049 - logits_profile_predictions_loss: 445.8563 - logcount_predictions_loss: 0.2241 2392/2433 [============================>.] - ETA: 6s - loss: 448.9053 - logits_profile_predictions_loss: 445.8567 - logcount_predictions_loss: 0.2241 2393/2433 [============================>.] - ETA: 6s - loss: 448.9057 - logits_profile_predictions_loss: 445.8571 - logcount_predictions_loss: 0.2241 2394/2433 [============================>.] - ETA: 5s - loss: 448.9061 - logits_profile_predictions_loss: 445.8576 - logcount_predictions_loss: 0.2241 2395/2433 [============================>.] - ETA: 5s - loss: 448.9065 - logits_profile_predictions_loss: 445.8580 - logcount_predictions_loss: 0.2241 2396/2433 [============================>.] - ETA: 5s - loss: 448.9069 - logits_profile_predictions_loss: 445.8584 - logcount_predictions_loss: 0.2241 2397/2433 [============================>.] - ETA: 5s - loss: 448.9073 - logits_profile_predictions_loss: 445.8588 - logcount_predictions_loss: 0.2241 2398/2433 [============================>.] - ETA: 5s - loss: 448.9077 - logits_profile_predictions_loss: 445.8592 - logcount_predictions_loss: 0.2241 2399/2433 [============================>.] - ETA: 5s - loss: 448.9081 - logits_profile_predictions_loss: 445.8596 - logcount_predictions_loss: 0.2241 2400/2433 [============================>.] - ETA: 5s - loss: 448.9085 - logits_profile_predictions_loss: 445.8601 - logcount_predictions_loss: 0.2241 2401/2433 [============================>.] - ETA: 4s - loss: 448.9089 - logits_profile_predictions_loss: 445.8605 - logcount_predictions_loss: 0.2241 2402/2433 [============================>.] - ETA: 4s - loss: 448.9093 - logits_profile_predictions_loss: 445.8609 - logcount_predictions_loss: 0.2241 2403/2433 [============================>.] - ETA: 4s - loss: 448.9097 - logits_profile_predictions_loss: 445.8613 - logcount_predictions_loss: 0.2241 2404/2433 [============================>.] - ETA: 4s - loss: 448.9101 - logits_profile_predictions_loss: 445.8618 - logcount_predictions_loss: 0.2241 2405/2433 [============================>.] - ETA: 4s - loss: 448.9105 - logits_profile_predictions_loss: 445.8622 - logcount_predictions_loss: 0.2241 2406/2433 [============================>.] - ETA: 4s - loss: 448.9109 - logits_profile_predictions_loss: 445.8626 - logcount_predictions_loss: 0.2241 2407/2433 [============================>.] - ETA: 3s - loss: 448.9113 - logits_profile_predictions_loss: 445.8630 - logcount_predictions_loss: 0.2241 2408/2433 [============================>.] - ETA: 3s - loss: 448.9117 - logits_profile_predictions_loss: 445.8635 - logcount_predictions_loss: 0.2241 2409/2433 [============================>.] - ETA: 3s - loss: 448.9121 - logits_profile_predictions_loss: 445.8639 - logcount_predictions_loss: 0.2241 2410/2433 [============================>.] - ETA: 3s - loss: 448.9125 - logits_profile_predictions_loss: 445.8643 - logcount_predictions_loss: 0.2241 2411/2433 [============================>.] - ETA: 3s - loss: 448.9129 - logits_profile_predictions_loss: 445.8648 - logcount_predictions_loss: 0.2241 2412/2433 [============================>.] - ETA: 3s - loss: 448.9134 - logits_profile_predictions_loss: 445.8652 - logcount_predictions_loss: 0.2241 2413/2433 [============================>.] - ETA: 3s - loss: 448.9138 - logits_profile_predictions_loss: 445.8656 - logcount_predictions_loss: 0.2241 2414/2433 [============================>.] - ETA: 2s - loss: 448.9142 - logits_profile_predictions_loss: 445.8661 - logcount_predictions_loss: 0.2241 2415/2433 [============================>.] - ETA: 2s - loss: 448.9146 - logits_profile_predictions_loss: 445.8665 - logcount_predictions_loss: 0.2241 2416/2433 [============================>.] - ETA: 2s - loss: 448.9150 - logits_profile_predictions_loss: 445.8670 - logcount_predictions_loss: 0.2241 2417/2433 [============================>.] - ETA: 2s - loss: 448.9155 - logits_profile_predictions_loss: 445.8674 - logcount_predictions_loss: 0.2241 2418/2433 [============================>.] - ETA: 2s - loss: 448.9159 - logits_profile_predictions_loss: 445.8679 - logcount_predictions_loss: 0.2241 2419/2433 [============================>.] - ETA: 2s - loss: 448.9163 - logits_profile_predictions_loss: 445.8683 - logcount_predictions_loss: 0.2241 2420/2433 [============================>.] - ETA: 1s - loss: 448.9167 - logits_profile_predictions_loss: 445.8687 - logcount_predictions_loss: 0.2241 2421/2433 [============================>.] - ETA: 1s - loss: 448.9171 - logits_profile_predictions_loss: 445.8692 - logcount_predictions_loss: 0.2241 2422/2433 [============================>.] - ETA: 1s - loss: 448.9176 - logits_profile_predictions_loss: 445.8696 - logcount_predictions_loss: 0.2241 2423/2433 [============================>.] - ETA: 1s - loss: 448.9180 - logits_profile_predictions_loss: 445.8701 - logcount_predictions_loss: 0.2241 2424/2433 [============================>.] - ETA: 1s - loss: 448.9184 - logits_profile_predictions_loss: 445.8705 - logcount_predictions_loss: 0.2241 2425/2433 [============================>.] - ETA: 1s - loss: 448.9189 - logits_profile_predictions_loss: 445.8710 - logcount_predictions_loss: 0.2241 2426/2433 [============================>.] - ETA: 1s - loss: 448.9193 - logits_profile_predictions_loss: 445.8714 - logcount_predictions_loss: 0.2241 2427/2433 [============================>.] - ETA: 0s - loss: 448.9197 - logits_profile_predictions_loss: 445.8719 - logcount_predictions_loss: 0.2241 2428/2433 [============================>.] - ETA: 0s - loss: 448.9201 - logits_profile_predictions_loss: 445.8723 - logcount_predictions_loss: 0.2241 2429/2433 [============================>.] - ETA: 0s - loss: 448.9205 - logits_profile_predictions_loss: 445.8727 - logcount_predictions_loss: 0.2241 2430/2433 [============================>.] - ETA: 0s - loss: 448.9209 - logits_profile_predictions_loss: 445.8732 - logcount_predictions_loss: 0.2241 2431/2433 [============================>.] - ETA: 0s - loss: 448.9213 - logits_profile_predictions_loss: 445.8736 - logcount_predictions_loss: 0.2241 2432/2433 [============================>.] - ETA: 0s - loss: 448.9217 - logits_profile_predictions_loss: 445.8740 - logcount_predictions_loss: 0.2241 2433/2433 [==============================] - ETA: 0s - loss: 448.9221 - logits_profile_predictions_loss: 445.8744 - logcount_predictions_loss: 0.2241 2433/2433 [==============================] - 387s 159ms/step - loss: 448.9225 - logits_profile_predictions_loss: 445.8748 - logcount_predictions_loss: 0.2241 - val_loss: 473.4605 - val_logits_profile_predictions_loss: 470.3650 - val_logcount_predictions_loss: 0.2276 + +Epoch 00011: val_loss did not improve from 471.52621 +Restoring model weights from the end of the best epoch. +Epoch 00011: early stopping +save model +save model without bias +2022-03-23_23-39-00: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/predict.py \ + --genome=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ + --bigwig=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR340XQX//preprocessing/bigWigs/ENCSR340XQX.bigWig \ + --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR340XQX//chrombpnet_model_encsr880cub_bias//filtered.peaks.bed \ + --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR340XQX//chrombpnet_model_encsr880cub_bias//filtered.nonpeaks.bed \ + --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_0.json \ + --inputlen=2114 \ + --outputlen=1000 \ + --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR340XQX//chrombpnet_model_encsr880cub_bias//chrombpnet \ + --batch_size=256 \ + --model_h5=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR340XQX//chrombpnet_model_encsr880cub_bias//chrombpnet.h5 +got the model +loading peaks... +got split:test for bed regions:(41773, 10) +loading nonpeaks... +got split:test for bed regions:(41773, 10) +0/327 +100/327 +200/327 +300/327 +2022-03-23_23-43-33: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/predict.py \ + --genome=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ + --bigwig=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR340XQX//preprocessing/bigWigs/ENCSR340XQX.bigWig \ + --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR340XQX//chrombpnet_model_encsr880cub_bias//filtered.peaks.bed \ + --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR340XQX//chrombpnet_model_encsr880cub_bias//filtered.nonpeaks.bed \ + --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_0.json \ + --inputlen=2114 \ + --outputlen=1000 \ + --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR340XQX//chrombpnet_model_encsr880cub_bias//chrombpnet_wo_bias \ + --batch_size=256 \ + --model_h5=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR340XQX//chrombpnet_model_encsr880cub_bias//chrombpnet_wo_bias.h5 +got the model +loading peaks... +got split:test for bed regions:(41773, 10) +loading nonpeaks... +got split:test for bed regions:(41773, 10) +0/327 +100/327 +200/327 +300/327 +2022-03-23_23-47-17: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/predict.py \ + --genome=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ + --bigwig=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR340XQX//preprocessing/bigWigs/ENCSR340XQX.bigWig \ + --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR340XQX//chrombpnet_model_encsr880cub_bias//filtered.peaks.bed \ + --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR340XQX//chrombpnet_model_encsr880cub_bias//filtered.nonpeaks.bed \ + --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_0.json \ + --inputlen=2114 \ + --outputlen=1000 \ + --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR340XQX//chrombpnet_model_encsr880cub_bias//bias \ + --batch_size=256 \ + --model_h5=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR340XQX//chrombpnet_model_encsr880cub_bias//bias_model_scaled.h5 +got the model +loading peaks... +got split:test for bed regions:(41773, 10) +loading nonpeaks... +got split:test for bed regions:(41773, 10) +0/327 +100/327 +200/327 +300/327 +2022-03-23_23-49-54: mkdir /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR340XQX//chrombpnet_model_encsr880cub_bias//footprints +2022-03-23_23-49-54: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/evaluation/marginal_footprints/marginal_footprinting.py \ + -g /scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ + -r /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR340XQX//chrombpnet_model_encsr880cub_bias//filtered.nonpeaks.bed \ + -chr chr1 \ + -m /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR340XQX//chrombpnet_model_encsr880cub_bias//chrombpnet_wo_bias.h5 \ + -bs 512 \ + -o /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR340XQX//chrombpnet_model_encsr880cub_bias//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 + 1/40 [..............................] - ETA: 4:15 3/40 [=>............................] - ETA: 12s  4/40 [==>...........................] - ETA: 15s 5/40 [==>...........................] - ETA: 17s 6/40 [===>..........................] - ETA: 17s 7/40 [====>.........................] - ETA: 18s 8/40 [=====>........................] - ETA: 18s 9/40 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[==>...........................] - ETA: 22s 6/40 [===>..........................] - ETA: 22s 7/40 [====>.........................] - ETA: 21s 8/40 [=====>........................] - ETA: 21s 9/40 [=====>........................] - ETA: 20s 10/40 [======>.......................] - ETA: 19s 11/40 [=======>......................] - ETA: 19s 12/40 [========>.....................] - ETA: 18s 13/40 [========>.....................] - ETA: 17s 14/40 [=========>....................] - ETA: 17s 15/40 [==========>...................] - ETA: 16s 16/40 [===========>..................] - ETA: 15s 17/40 [===========>..................] - ETA: 15s 18/40 [============>.................] - ETA: 14s 19/40 [=============>................] - ETA: 13s 20/40 [==============>...............] - ETA: 13s 21/40 [==============>...............] - ETA: 12s 22/40 [===============>..............] - ETA: 11s 23/40 [================>.............] - ETA: 11s 24/40 [=================>............] - ETA: 10s 25/40 [=================>............] - ETA: 9s  26/40 [==================>...........] - ETA: 9s 27/40 [===================>..........] - ETA: 8s 28/40 [====================>.........] - ETA: 7s 29/40 [====================>.........] - ETA: 7s 30/40 [=====================>........] - ETA: 6s 31/40 [======================>.......] - ETA: 5s 32/40 [=======================>......] - ETA: 5s 33/40 [=======================>......] - ETA: 4s 34/40 [========================>.....] - ETA: 3s 35/40 [=========================>....] - ETA: 3s 36/40 [==========================>...] - ETA: 2s 37/40 [==========================>...] - ETA: 1s 38/40 [===========================>..] - ETA: 1s 39/40 [============================>.] - ETA: 0s 40/40 [==============================] - ETA: 0s 40/40 [==============================] - 26s 662ms/step +Saving marginal footprints +2022-03-23_23-52-07: mkdir /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR340XQX//chrombpnet_model_encsr880cub_bias//footprints +2022-03-23_23-52-07: 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/ENCSR340XQX//chrombpnet_model_encsr880cub_bias//filtered.nonpeaks.bed \ + -chr chr1 \ + -m /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR340XQX//chrombpnet_model_encsr880cub_bias//bias_model_scaled.h5 \ + -bs 512 \ + -o /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR340XQX//chrombpnet_model_encsr880cub_bias//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 + 1/40 [..............................] - ETA: 1:54 3/40 [=>............................] - ETA: 1s  4/40 [==>...........................] - ETA: 1s 5/40 [==>...........................] - ETA: 1s 6/40 [===>..........................] - ETA: 1s 7/40 [====>.........................] - ETA: 1s 8/40 [=====>........................] - ETA: 1s 9/40 [=====>........................] - ETA: 1s 10/40 [======>.......................] - ETA: 1s 11/40 [=======>......................] - ETA: 1s 12/40 [========>.....................] - ETA: 1s 13/40 [========>.....................] - ETA: 1s 14/40 [=========>....................] - ETA: 1s 15/40 [==========>...................] - ETA: 1s 16/40 [===========>..................] - ETA: 1s 17/40 [===========>..................] - ETA: 1s 18/40 [============>.................] - ETA: 1s 19/40 [=============>................] - ETA: 1s 20/40 [==============>...............] - ETA: 1s 21/40 [==============>...............] - ETA: 1s 22/40 [===============>..............] - ETA: 0s 23/40 [================>.............] - ETA: 0s 24/40 [=================>............] - ETA: 0s 25/40 [=================>............] - ETA: 0s 26/40 [==================>...........] - ETA: 0s 27/40 [===================>..........] - ETA: 0s 28/40 [====================>.........] - ETA: 0s 29/40 [====================>.........] - ETA: 0s 30/40 [=====================>........] - ETA: 0s 31/40 [======================>.......] - ETA: 0s 32/40 [=======================>......] - ETA: 0s 33/40 [=======================>......] - ETA: 0s 34/40 [========================>.....] - ETA: 0s 35/40 [=========================>....] - ETA: 0s 36/40 [==========================>...] - ETA: 0s 37/40 [==========================>...] - ETA: 0s 38/40 [===========================>..] - ETA: 0s 39/40 [============================>.] - ETA: 0s 40/40 [==============================] - ETA: 0s 40/40 [==============================] - 5s 62ms/step + 1/40 [..............................] - ETA: 0s 2/40 [>.............................] - ETA: 2s 3/40 [=>............................] - ETA: 2s 4/40 [==>...........................] - ETA: 2s 5/40 [==>...........................] - ETA: 1s 6/40 [===>..........................] - ETA: 1s 7/40 [====>.........................] - ETA: 1s 8/40 [=====>........................] - ETA: 1s 9/40 [=====>........................] - ETA: 1s 10/40 [======>.......................] - ETA: 1s 11/40 [=======>......................] - ETA: 1s 12/40 [========>.....................] - ETA: 1s 13/40 [========>.....................] - ETA: 1s 14/40 [=========>....................] - ETA: 1s 15/40 [==========>...................] - ETA: 1s 16/40 [===========>..................] - ETA: 1s 17/40 [===========>..................] - ETA: 1s 18/40 [============>.................] - ETA: 1s 19/40 [=============>................] - ETA: 1s 20/40 [==============>...............] - ETA: 1s 21/40 [==============>...............] - ETA: 1s 22/40 [===============>..............] - ETA: 1s 23/40 [================>.............] - ETA: 0s 24/40 [=================>............] - ETA: 0s 25/40 [=================>............] - ETA: 0s 26/40 [==================>...........] - ETA: 0s 27/40 [===================>..........] - ETA: 0s 28/40 [====================>.........] - ETA: 0s 29/40 [====================>.........] - ETA: 0s 30/40 [=====================>........] - ETA: 0s 31/40 [======================>.......] - ETA: 0s 32/40 [=======================>......] - ETA: 0s 33/40 [=======================>......] - ETA: 0s 34/40 [========================>.....] - ETA: 0s 35/40 [=========================>....] - ETA: 0s 36/40 [==========================>...] - ETA: 0s 37/40 [==========================>...] - ETA: 0s 38/40 [===========================>..] - ETA: 0s 39/40 [============================>.] - ETA: 0s 40/40 [==============================] - ETA: 0s 40/40 [==============================] - 2s 56ms/step +inserting motif: dnase_2 +TGTACTTACGAA + 1/40 [..............................] - ETA: 0s 2/40 [>.............................] - ETA: 2s 3/40 [=>............................] - ETA: 2s 4/40 [==>...........................] - ETA: 2s 5/40 [==>...........................] - ETA: 1s 6/40 [===>..........................] - ETA: 1s 7/40 [====>.........................] - ETA: 1s 8/40 [=====>........................] - ETA: 1s 9/40 [=====>........................] - ETA: 1s 10/40 [======>.......................] - ETA: 1s 11/40 [=======>......................] - ETA: 1s 12/40 [========>.....................] - ETA: 1s 13/40 [========>.....................] - ETA: 1s 14/40 [=========>....................] - ETA: 1s 15/40 [==========>...................] - ETA: 1s 16/40 [===========>..................] - ETA: 1s 17/40 [===========>..................] - ETA: 1s 18/40 [============>.................] - ETA: 1s 19/40 [=============>................] - ETA: 1s 20/40 [==============>...............] - ETA: 1s 21/40 [==============>...............] - ETA: 1s 22/40 [===============>..............] - ETA: 1s 23/40 [================>.............] - ETA: 0s 24/40 [=================>............] - ETA: 0s 25/40 [=================>............] - ETA: 0s 26/40 [==================>...........] - ETA: 0s 27/40 [===================>..........] - ETA: 0s 28/40 [====================>.........] - ETA: 0s 29/40 [====================>.........] - ETA: 0s 30/40 [=====================>........] - ETA: 0s 31/40 [======================>.......] - ETA: 0s 32/40 [=======================>......] - ETA: 0s 33/40 [=======================>......] - ETA: 0s 34/40 [========================>.....] - ETA: 0s 35/40 [=========================>....] - ETA: 0s 36/40 [==========================>...] - ETA: 0s 37/40 [==========================>...] - ETA: 0s 38/40 [===========================>..] - ETA: 0s 39/40 [============================>.] - ETA: 0s 40/40 [==============================] - ETA: 0s 40/40 [==============================] - 2s 56ms/step + 1/40 [..............................] - ETA: 0s 2/40 [>.............................] - ETA: 2s 3/40 [=>............................] - ETA: 2s 4/40 [==>...........................] - ETA: 2s 5/40 [==>...........................] - ETA: 1s 6/40 [===>..........................] - ETA: 1s 7/40 [====>.........................] - ETA: 1s 8/40 [=====>........................] - ETA: 1s 9/40 [=====>........................] - ETA: 1s 10/40 [======>.......................] - ETA: 1s 11/40 [=======>......................] - ETA: 1s 12/40 [========>.....................] - ETA: 1s 13/40 [========>.....................] - ETA: 1s 14/40 [=========>....................] - ETA: 1s 15/40 [==========>...................] - ETA: 1s 16/40 [===========>..................] - ETA: 1s 17/40 [===========>..................] - ETA: 1s 18/40 [============>.................] - ETA: 1s 19/40 [=============>................] - ETA: 1s 20/40 [==============>...............] - ETA: 1s 21/40 [==============>...............] - ETA: 1s 22/40 [===============>..............] - ETA: 1s 23/40 [================>.............] - ETA: 0s 24/40 [=================>............] - ETA: 0s 25/40 [=================>............] - ETA: 0s 26/40 [==================>...........] - ETA: 0s 27/40 [===================>..........] - ETA: 0s 28/40 [====================>.........] - ETA: 0s 29/40 [====================>.........] - ETA: 0s 30/40 [=====================>........] - ETA: 0s 31/40 [======================>.......] - ETA: 0s 32/40 [=======================>......] - ETA: 0s 33/40 [=======================>......] - ETA: 0s 34/40 [========================>.....] - ETA: 0s 35/40 [=========================>....] - ETA: 0s 36/40 [==========================>...] - ETA: 0s 37/40 [==========================>...] - ETA: 0s 38/40 [===========================>..] - ETA: 0s 39/40 [============================>.] - ETA: 0s 40/40 [==============================] - ETA: 0s 40/40 [==============================] - 2s 56ms/step +Saving marginal footprints