ATAC-seq ATAC_PE /scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_2.json Wed Sep 21 20:04:39 2022 +-----------------------------------------------------------------------------+ | NVIDIA-SMI 515.65.01 Driver Version: 515.65.01 CUDA Version: 11.7 | |-------------------------------+----------------------+----------------------+ | GPU Name Persistence-M| Bus-Id Disp.A | Volatile Uncorr. ECC | | Fan Temp Perf Pwr:Usage/Cap| Memory-Usage | GPU-Util Compute M. | | | | MIG M. | |===============================+======================+======================| | 0 NVIDIA A100-SXM... On | 00000000:01:00.0 Off | 0 | | N/A 32C P0 64W / 500W | 0MiB / 81920MiB | 0% E. Process | | | | Disabled | +-------------------------------+----------------------+----------------------+ +-----------------------------------------------------------------------------+ | Processes: | | GPU GI CI PID Type Process name GPU Memory | | ID ID Usage | |=============================================================================| | No running processes found | +-----------------------------------------------------------------------------+ No logfile supplied - creating one 2022-09-21_20-04-40: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/helpers/hyperparameters/find_chrombpnet_hyperparams.py \ --genome=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ --bigwig=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/ATAC//ENCSR063UNG//preprocessing/bigWigs/ENCSR063UNG.bigWig \ --peaks=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/ATAC//ENCSR063UNG//preprocessing/downloads/peaks.bed.gz \ --nonpeaks=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/ATAC//ENCSR063UNG//negatives_data/negatives_with_summit.bed \ --outlier_threshold=0.99 \ --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_2.json \ --negative_sampling_ratio=0.1 \ --inputlen=2114 \ --outputlen=1000 \ --max_jitter=500 \ --filters=512 \ --n_dilation_layers=8 \ --bias_model_path=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/atac_bias_models/fold_2/bias.h5 \ --output_dir=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR063UNG//chrombpnet_model_feb15_fold_2/ evaluating hyperparameters on the following chromosomes ['chr1', 'chr2', 'chr3', 'chr5', 'chr6', 'chr8', 'chr9', 'chr10', 'chr13', 'chr14', 'chr16', 'chr17', 'chr18', 'chr19', 'chr20', 'chr21', 'chrX', 'chr22', 'chr7'] Number of peaks input: 116210 Number of peaks filtered because the input/output is on the edge: 0 Number of peaks being used: 116210 Number of peaks input: 26496 Number of peaks filtered because the input/output is on the edge: 0 Number of peaks being used: 26496 Number of non peaks input: 118656 Number of non peaks filtered because the input/output is on the edge: 0 Number of non peaks being used: 118656 Number of non peaks input: 24049 Number of non peaks filtered because the input/output is on the edge: 0 Number of non peaks being used: 24049 Number of peaks after removing outliers: 114928 Number of nonpeaks after removing outliers: 104397 got the model Model: "model" __________________________________________________________________________________________________ Layer (type) Output Shape Param # Connected to ================================================================================================== sequence (InputLayer) [(None, 2114, 4)] 0 __________________________________________________________________________________________________ bpnet_1st_conv (Conv1D) (None, 2094, 128) 10880 sequence[0][0] __________________________________________________________________________________________________ bpnet_1conv (Conv1D) (None, 2090, 128) 49280 bpnet_1st_conv[0][0] __________________________________________________________________________________________________ bpnet_1crop (Cropping1D) (None, 2090, 128) 0 bpnet_1st_conv[0][0] __________________________________________________________________________________________________ add (Add) (None, 2090, 128) 0 bpnet_1conv[0][0] bpnet_1crop[0][0] __________________________________________________________________________________________________ bpnet_2conv (Conv1D) (None, 2082, 128) 49280 add[0][0] __________________________________________________________________________________________________ bpnet_2crop (Cropping1D) (None, 2082, 128) 0 add[0][0] __________________________________________________________________________________________________ add_1 (Add) (None, 2082, 128) 0 bpnet_2conv[0][0] bpnet_2crop[0][0] __________________________________________________________________________________________________ bpnet_3conv (Conv1D) (None, 2066, 128) 49280 add_1[0][0] __________________________________________________________________________________________________ bpnet_3crop (Cropping1D) (None, 2066, 128) 0 add_1[0][0] __________________________________________________________________________________________________ add_2 (Add) (None, 2066, 128) 0 bpnet_3conv[0][0] bpnet_3crop[0][0] __________________________________________________________________________________________________ bpnet_4conv (Conv1D) (None, 2034, 128) 49280 add_2[0][0] __________________________________________________________________________________________________ bpnet_4crop (Cropping1D) (None, 2034, 128) 0 add_2[0][0] __________________________________________________________________________________________________ add_3 (Add) (None, 2034, 128) 0 bpnet_4conv[0][0] bpnet_4crop[0][0] __________________________________________________________________________________________________ prof_out_precrop (Conv1D) (None, 1960, 1) 9601 add_3[0][0] __________________________________________________________________________________________________ logits_profile_predictions_pref (None, 1000, 1) 0 prof_out_precrop[0][0] __________________________________________________________________________________________________ gap (GlobalAveragePooling1D) (None, 128) 0 add_3[0][0] __________________________________________________________________________________________________ logits_profile_predictions (Fla (None, 1000) 0 logits_profile_predictions_prefla __________________________________________________________________________________________________ logcount_predictions (Dense) (None, 1) 129 gap[0][0] ================================================================================================== Total params: 217,730 Trainable params: 217,730 Non-trainable params: 0 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3108/3263 [===========================>..] - ETA: 0s 3120/3263 [===========================>..] - ETA: 0s 3132/3263 [===========================>..] - ETA: 0s 3144/3263 [===========================>..] - ETA: 0s 3156/3263 [============================>.] - ETA: 0s 3168/3263 [============================>.] - ETA: 0s 3180/3263 [============================>.] - ETA: 0s 3192/3263 [============================>.] - ETA: 0s 3204/3263 [============================>.] - ETA: 0s 3216/3263 [============================>.] - ETA: 0s 3228/3263 [============================>.] - ETA: 0s 3240/3263 [============================>.] - ETA: 0s 3252/3263 [============================>.] - ETA: 0s 3263/3263 [==============================] - ETA: 0s 3263/3263 [==============================] - 21s 4ms/step 2022-09-21_20-07-25: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/train.py \ --genome=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ --bigwig=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/ATAC//ENCSR063UNG//preprocessing/bigWigs/ENCSR063UNG.bigWig \ --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR063UNG//chrombpnet_model_feb15_fold_2//filtered.peaks.bed \ --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR063UNG//chrombpnet_model_feb15_fold_2//filtered.nonpeaks.bed \ --params=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR063UNG//chrombpnet_model_feb15_fold_2//chrombpnet_model_params.tsv \ --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR063UNG//chrombpnet_model_feb15_fold_2//chrombpnet \ --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_2.json \ --batch_size=64 \ --architecture_from_file=/home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/models/chrombpnet_with_bias_model.py \ --trackables logcount_predictions_loss loss logits_profile_predictions_loss val_logcount_predictions_loss val_loss val_logits_profile_predictions_loss {'counts_loss_weight': '14.8', 'filters': '512', 'n_dil_layers': '8', 'bias_model_path': '/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR063UNG//chrombpnet_model_feb15_fold_2/bias_model_scaled.h5', 'inputlen': '2114', 'outputlen': '1000', 'max_jitter': '500', 'chr_fold_path': '/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_2.json', 'negative_sampling_ratio': '0.1'} got the model loading peaks... got split:train for bed regions:(105361, 10) loading nonpeaks... got split:train for bed regions:(94409, 10) loading peaks... got split:valid for bed regions:(9567, 10) loading nonpeaks... got split:valid for bed regions:(9988, 10) Epoch 1/50 1/1811 [..............................] - ETA: 2:44:57 - loss: 505.6905 - logits_profile_predictions_loss: 437.6074 - logcount_predictions_loss: 4.6002 2/1811 [..............................] - ETA: 4:13 - loss: 752.5576 - logits_profile_predictions_loss: 418.0612 - logcount_predictions_loss: 22.6011  3/1811 [..............................] - ETA: 4:12 - loss: 772.8491 - logits_profile_predictions_loss: 409.9349 - logcount_predictions_loss: 24.5212 4/1811 [..............................] - ETA: 4:11 - loss: 759.7734 - logits_profile_predictions_loss: 405.2192 - logcount_predictions_loss: 23.9564 5/1811 [..............................] - ETA: 4:11 - loss: 740.8171 - logits_profile_predictions_loss: 402.0805 - logcount_predictions_loss: 22.8876 6/1811 [..............................] - ETA: 4:11 - loss: 723.4868 - logits_profile_predictions_loss: 401.0684 - logcount_predictions_loss: 21.7850 7/1811 [..............................] - ETA: 4:10 - loss: 707.8293 - logits_profile_predictions_loss: 400.6191 - logcount_predictions_loss: 20.7574 8/1811 [..............................] - ETA: 4:10 - loss: 694.6197 - logits_profile_predictions_loss: 401.0526 - logcount_predictions_loss: 19.8356 9/1811 [..............................] - ETA: 4:10 - loss: 682.7925 - logits_profile_predictions_loss: 401.4697 - logcount_predictions_loss: 19.0083 10/1811 [..............................] - ETA: 4:10 - loss: 672.4599 - logits_profile_predictions_loss: 402.0405 - logcount_predictions_loss: 18.2716 11/1811 [..............................] - ETA: 4:10 - loss: 662.8890 - logits_profile_predictions_loss: 402.3488 - logcount_predictions_loss: 17.6041 12/1811 [..............................] - ETA: 4:10 - loss: 653.5242 - logits_profile_predictions_loss: 402.0295 - logcount_predictions_loss: 16.9929 13/1811 [..............................] - ETA: 4:10 - loss: 644.8971 - logits_profile_predictions_loss: 401.6227 - logcount_predictions_loss: 16.4375 14/1811 [..............................] - ETA: 4:09 - loss: 637.1467 - logits_profile_predictions_loss: 401.3307 - logcount_predictions_loss: 15.9335 15/1811 [..............................] - ETA: 4:09 - loss: 630.2236 - logits_profile_predictions_loss: 401.1840 - logcount_predictions_loss: 15.4756 16/1811 [..............................] - ETA: 4:09 - loss: 624.0195 - logits_profile_predictions_loss: 401.1692 - logcount_predictions_loss: 15.0574 17/1811 [..............................] - ETA: 4:09 - loss: 618.1632 - logits_profile_predictions_loss: 401.0421 - logcount_predictions_loss: 14.6703 18/1811 [..............................] - ETA: 4:09 - loss: 612.7092 - logits_profile_predictions_loss: 400.8893 - logcount_predictions_loss: 14.3122 19/1811 [..............................] - ETA: 4:09 - loss: 607.5411 - logits_profile_predictions_loss: 400.6477 - logcount_predictions_loss: 13.9793 20/1811 [..............................] - ETA: 4:08 - loss: 602.5870 - logits_profile_predictions_loss: 400.2986 - logcount_predictions_loss: 13.6681 21/1811 [..............................] - ETA: 4:08 - loss: 597.8947 - logits_profile_predictions_loss: 399.9166 - logcount_predictions_loss: 13.3769 22/1811 [..............................] - ETA: 4:08 - loss: 593.6152 - 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logits_profile_predictions_loss: 387.9387 - logcount_predictions_loss: 6.1146 167/1811 [=>............................] - ETA: 3:48 - loss: 478.2636 - logits_profile_predictions_loss: 387.9119 - logcount_predictions_loss: 6.1048 168/1811 [=>............................] - ETA: 3:48 - loss: 478.0933 - logits_profile_predictions_loss: 387.8852 - logcount_predictions_loss: 6.0951 169/1811 [=>............................] - ETA: 3:48 - loss: 477.9244 - logits_profile_predictions_loss: 387.8585 - logcount_predictions_loss: 6.0855 170/1811 [=>............................] - ETA: 3:48 - loss: 477.7584 - logits_profile_predictions_loss: 387.8329 - logcount_predictions_loss: 6.0760 171/1811 [=>............................] - ETA: 3:47 - loss: 477.5921 - logits_profile_predictions_loss: 387.8059 - logcount_predictions_loss: 6.0666 172/1811 [=>............................] - ETA: 3:47 - loss: 477.4278 - logits_profile_predictions_loss: 387.7794 - logcount_predictions_loss: 6.0573 173/1811 [=>............................] - ETA: 3:47 - loss: 477.2659 - logits_profile_predictions_loss: 387.7538 - logcount_predictions_loss: 6.0481 174/1811 [=>............................] - ETA: 3:47 - loss: 477.1049 - logits_profile_predictions_loss: 387.7277 - logcount_predictions_loss: 6.0390 175/1811 [=>............................] - ETA: 3:47 - loss: 476.9477 - logits_profile_predictions_loss: 387.7038 - logcount_predictions_loss: 6.0300 176/1811 [=>............................] - ETA: 3:47 - loss: 476.7924 - logits_profile_predictions_loss: 387.6804 - logcount_predictions_loss: 6.0211 177/1811 [=>............................] - ETA: 3:47 - loss: 476.6373 - logits_profile_predictions_loss: 387.6562 - logcount_predictions_loss: 6.0122 178/1811 [=>............................] - ETA: 3:46 - loss: 476.4823 - logits_profile_predictions_loss: 387.6310 - logcount_predictions_loss: 6.0035 179/1811 [=>............................] - ETA: 3:46 - loss: 476.3298 - logits_profile_predictions_loss: 387.6069 - logcount_predictions_loss: 5.9948 180/1811 [=>............................] - ETA: 3:46 - loss: 476.1804 - logits_profile_predictions_loss: 387.5842 - logcount_predictions_loss: 5.9862 181/1811 [=>............................] - ETA: 3:46 - loss: 476.0319 - logits_profile_predictions_loss: 387.5613 - logcount_predictions_loss: 5.9777 182/1811 [==>...........................] - ETA: 3:46 - loss: 475.8838 - logits_profile_predictions_loss: 387.5379 - logcount_predictions_loss: 5.9693 183/1811 [==>...........................] - ETA: 3:46 - loss: 475.7374 - logits_profile_predictions_loss: 387.5148 - logcount_predictions_loss: 5.9610 184/1811 [==>...........................] - ETA: 3:46 - loss: 475.5918 - logits_profile_predictions_loss: 387.4914 - logcount_predictions_loss: 5.9527 185/1811 [==>...........................] - ETA: 3:45 - loss: 475.4475 - logits_profile_predictions_loss: 387.4682 - logcount_predictions_loss: 5.9445 186/1811 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logits_profile_predictions_loss: 387.2943 - logcount_predictions_loss: 5.8892 193/1811 [==>...........................] - ETA: 3:44 - loss: 474.3141 - logits_profile_predictions_loss: 387.2673 - logcount_predictions_loss: 5.8815 194/1811 [==>...........................] - ETA: 3:44 - loss: 474.1747 - logits_profile_predictions_loss: 387.2403 - logcount_predictions_loss: 5.8739 195/1811 [==>...........................] - ETA: 3:44 - loss: 474.0355 - logits_profile_predictions_loss: 387.2127 - logcount_predictions_loss: 5.8664 196/1811 [==>...........................] - ETA: 3:44 - loss: 473.8978 - logits_profile_predictions_loss: 387.1854 - logcount_predictions_loss: 5.8589 197/1811 [==>...........................] - ETA: 3:44 - loss: 473.7600 - logits_profile_predictions_loss: 387.1574 - logcount_predictions_loss: 5.8515 198/1811 [==>...........................] - ETA: 3:44 - loss: 473.6235 - logits_profile_predictions_loss: 387.1296 - logcount_predictions_loss: 5.8442 199/1811 [==>...........................] - ETA: 3:44 - loss: 473.4888 - logits_profile_predictions_loss: 387.1026 - logcount_predictions_loss: 5.8369 200/1811 [==>...........................] - ETA: 3:43 - loss: 473.3540 - logits_profile_predictions_loss: 387.0747 - logcount_predictions_loss: 5.8297 201/1811 [==>...........................] - ETA: 3:43 - loss: 473.2206 - logits_profile_predictions_loss: 387.0472 - logcount_predictions_loss: 5.8225 202/1811 [==>...........................] - ETA: 3:43 - loss: 473.0882 - logits_profile_predictions_loss: 387.0197 - logcount_predictions_loss: 5.8154 203/1811 [==>...........................] - ETA: 3:43 - loss: 472.9578 - logits_profile_predictions_loss: 386.9932 - logcount_predictions_loss: 5.8084 204/1811 [==>...........................] - ETA: 3:43 - loss: 472.8287 - logits_profile_predictions_loss: 386.9670 - logcount_predictions_loss: 5.8015 205/1811 [==>...........................] - ETA: 3:43 - loss: 472.7009 - 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[==>...........................] - ETA: 3:42 - loss: 471.8135 - logits_profile_predictions_loss: 386.7480 - logcount_predictions_loss: 5.7477 213/1811 [==>...........................] - ETA: 3:42 - loss: 471.6894 - logits_profile_predictions_loss: 386.7200 - logcount_predictions_loss: 5.7412 214/1811 [==>...........................] - ETA: 3:41 - loss: 471.5660 - logits_profile_predictions_loss: 386.6919 - logcount_predictions_loss: 5.7347 215/1811 [==>...........................] - ETA: 3:41 - loss: 471.4441 - logits_profile_predictions_loss: 386.6645 - logcount_predictions_loss: 5.7283 216/1811 [==>...........................] - ETA: 3:41 - loss: 471.3227 - logits_profile_predictions_loss: 386.6369 - logcount_predictions_loss: 5.7220 217/1811 [==>...........................] - ETA: 3:41 - loss: 471.2015 - logits_profile_predictions_loss: 386.6089 - logcount_predictions_loss: 5.7157 218/1811 [==>...........................] - ETA: 3:41 - loss: 471.0796 - 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[==>...........................] - ETA: 3:40 - loss: 470.2383 - logits_profile_predictions_loss: 386.3688 - logcount_predictions_loss: 5.6669 226/1811 [==>...........................] - ETA: 3:40 - loss: 470.1209 - logits_profile_predictions_loss: 386.3388 - logcount_predictions_loss: 5.6610 227/1811 [==>...........................] - ETA: 3:40 - loss: 470.0039 - logits_profile_predictions_loss: 386.3084 - logcount_predictions_loss: 5.6551 228/1811 [==>...........................] - ETA: 3:40 - loss: 469.8872 - logits_profile_predictions_loss: 386.2779 - logcount_predictions_loss: 5.6493 229/1811 [==>...........................] - ETA: 3:39 - loss: 469.7714 - logits_profile_predictions_loss: 386.2476 - logcount_predictions_loss: 5.6435 230/1811 [==>...........................] - ETA: 3:39 - loss: 469.6562 - logits_profile_predictions_loss: 386.2172 - logcount_predictions_loss: 5.6378 231/1811 [==>...........................] - ETA: 3:39 - loss: 469.5411 - 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[==>...........................] - ETA: 3:38 - loss: 468.7488 - logits_profile_predictions_loss: 385.9684 - logcount_predictions_loss: 5.5933 239/1811 [==>...........................] - ETA: 3:38 - loss: 468.6387 - logits_profile_predictions_loss: 385.9379 - logcount_predictions_loss: 5.5879 240/1811 [==>...........................] - ETA: 3:38 - loss: 468.5289 - logits_profile_predictions_loss: 385.9073 - logcount_predictions_loss: 5.5825 241/1811 [==>...........................] - ETA: 3:38 - loss: 468.4205 - logits_profile_predictions_loss: 385.8773 - logcount_predictions_loss: 5.5772 242/1811 [===>..........................] - ETA: 3:38 - loss: 468.3120 - logits_profile_predictions_loss: 385.8469 - logcount_predictions_loss: 5.5720 243/1811 [===>..........................] - ETA: 3:37 - loss: 468.2049 - logits_profile_predictions_loss: 385.8171 - logcount_predictions_loss: 5.5667 244/1811 [===>..........................] - ETA: 3:37 - loss: 468.0973 - logits_profile_predictions_loss: 385.7866 - logcount_predictions_loss: 5.5615 245/1811 [===>..........................] - ETA: 3:37 - loss: 467.9895 - logits_profile_predictions_loss: 385.7554 - logcount_predictions_loss: 5.5564 246/1811 [===>..........................] - ETA: 3:37 - loss: 467.8826 - logits_profile_predictions_loss: 385.7246 - logcount_predictions_loss: 5.5512 247/1811 [===>..........................] - ETA: 3:37 - loss: 467.7766 - logits_profile_predictions_loss: 385.6941 - logcount_predictions_loss: 5.5461 248/1811 [===>..........................] - ETA: 3:37 - loss: 467.6713 - logits_profile_predictions_loss: 385.6637 - logcount_predictions_loss: 5.5410 249/1811 [===>..........................] - ETA: 3:37 - loss: 467.5671 - logits_profile_predictions_loss: 385.6338 - logcount_predictions_loss: 5.5360 250/1811 [===>..........................] - ETA: 3:37 - loss: 467.4629 - logits_profile_predictions_loss: 385.6036 - logcount_predictions_loss: 5.5310 251/1811 [===>..........................] - ETA: 3:36 - loss: 467.3583 - logits_profile_predictions_loss: 385.5727 - logcount_predictions_loss: 5.5260 252/1811 [===>..........................] - ETA: 3:36 - loss: 467.2542 - logits_profile_predictions_loss: 385.5418 - logcount_predictions_loss: 5.5211 253/1811 [===>..........................] - ETA: 3:36 - loss: 467.1512 - logits_profile_predictions_loss: 385.5113 - logcount_predictions_loss: 5.5162 254/1811 [===>..........................] - ETA: 3:36 - loss: 467.0489 - logits_profile_predictions_loss: 385.4810 - logcount_predictions_loss: 5.5113 255/1811 [===>..........................] - ETA: 3:36 - loss: 466.9474 - logits_profile_predictions_loss: 385.4511 - logcount_predictions_loss: 5.5065 256/1811 [===>..........................] - ETA: 3:36 - loss: 466.8470 - logits_profile_predictions_loss: 385.4216 - logcount_predictions_loss: 5.5017 257/1811 [===>..........................] - ETA: 3:36 - loss: 466.7472 - logits_profile_predictions_loss: 385.3922 - logcount_predictions_loss: 5.4970 258/1811 [===>..........................] - ETA: 3:35 - loss: 466.6477 - logits_profile_predictions_loss: 385.3627 - logcount_predictions_loss: 5.4922 259/1811 [===>..........................] - ETA: 3:35 - loss: 466.5488 - logits_profile_predictions_loss: 385.3333 - logcount_predictions_loss: 5.4875 260/1811 [===>..........................] - ETA: 3:35 - loss: 466.4505 - logits_profile_predictions_loss: 385.3041 - logcount_predictions_loss: 5.4829 261/1811 [===>..........................] - ETA: 3:35 - loss: 466.3530 - logits_profile_predictions_loss: 385.2752 - logcount_predictions_loss: 5.4782 262/1811 [===>..........................] - ETA: 3:35 - loss: 466.2561 - logits_profile_predictions_loss: 385.2464 - logcount_predictions_loss: 5.4736 263/1811 [===>..........................] - ETA: 3:35 - loss: 466.1592 - logits_profile_predictions_loss: 385.2172 - logcount_predictions_loss: 5.4690 264/1811 [===>..........................] - ETA: 3:35 - loss: 466.0629 - logits_profile_predictions_loss: 385.1882 - logcount_predictions_loss: 5.4645 265/1811 [===>..........................] - ETA: 3:34 - loss: 465.9669 - logits_profile_predictions_loss: 385.1591 - logcount_predictions_loss: 5.4600 266/1811 [===>..........................] - ETA: 3:34 - loss: 465.8715 - logits_profile_predictions_loss: 385.1302 - logcount_predictions_loss: 5.4555 267/1811 [===>..........................] - ETA: 3:34 - loss: 465.7765 - logits_profile_predictions_loss: 385.1013 - logcount_predictions_loss: 5.4510 268/1811 [===>..........................] - ETA: 3:34 - loss: 465.6815 - logits_profile_predictions_loss: 385.0720 - logcount_predictions_loss: 5.4466 269/1811 [===>..........................] - ETA: 3:34 - loss: 465.5869 - logits_profile_predictions_loss: 385.0428 - logcount_predictions_loss: 5.4422 270/1811 [===>..........................] - ETA: 3:34 - loss: 465.4934 - logits_profile_predictions_loss: 385.0142 - logcount_predictions_loss: 5.4378 271/1811 [===>..........................] - ETA: 3:34 - loss: 465.4001 - logits_profile_predictions_loss: 384.9854 - logcount_predictions_loss: 5.4334 272/1811 [===>..........................] - ETA: 3:33 - loss: 465.3068 - logits_profile_predictions_loss: 384.9562 - logcount_predictions_loss: 5.4291 273/1811 [===>..........................] - ETA: 3:33 - loss: 465.2135 - logits_profile_predictions_loss: 384.9268 - logcount_predictions_loss: 5.4248 274/1811 [===>..........................] - ETA: 3:33 - loss: 465.1203 - logits_profile_predictions_loss: 384.8972 - logcount_predictions_loss: 5.4205 275/1811 [===>..........................] - ETA: 3:33 - loss: 465.0280 - logits_profile_predictions_loss: 384.8680 - logcount_predictions_loss: 5.4162 276/1811 [===>..........................] - ETA: 3:33 - loss: 464.9371 - logits_profile_predictions_loss: 384.8396 - logcount_predictions_loss: 5.4120 277/1811 [===>..........................] - ETA: 3:33 - loss: 464.8481 - logits_profile_predictions_loss: 384.8124 - logcount_predictions_loss: 5.4078 278/1811 [===>..........................] - ETA: 3:33 - loss: 464.7597 - logits_profile_predictions_loss: 384.7854 - logcount_predictions_loss: 5.4037 279/1811 [===>..........................] - ETA: 3:33 - loss: 464.6723 - logits_profile_predictions_loss: 384.7590 - logcount_predictions_loss: 5.3995 280/1811 [===>..........................] - ETA: 3:32 - loss: 464.5859 - logits_profile_predictions_loss: 384.7330 - logcount_predictions_loss: 5.3955 281/1811 [===>..........................] - ETA: 3:32 - loss: 464.4997 - logits_profile_predictions_loss: 384.7069 - logcount_predictions_loss: 5.3914 282/1811 [===>..........................] - ETA: 3:32 - loss: 464.4142 - logits_profile_predictions_loss: 384.6810 - logcount_predictions_loss: 5.3874 283/1811 [===>..........................] - ETA: 3:32 - loss: 464.3288 - logits_profile_predictions_loss: 384.6550 - logcount_predictions_loss: 5.3834 284/1811 [===>..........................] - ETA: 3:32 - loss: 464.2441 - logits_profile_predictions_loss: 384.6292 - logcount_predictions_loss: 5.3794 285/1811 [===>..........................] - ETA: 3:32 - loss: 464.1598 - logits_profile_predictions_loss: 384.6035 - logcount_predictions_loss: 5.3754 286/1811 [===>..........................] - ETA: 3:32 - loss: 464.0758 - logits_profile_predictions_loss: 384.5778 - logcount_predictions_loss: 5.3715 287/1811 [===>..........................] - ETA: 3:31 - loss: 463.9918 - logits_profile_predictions_loss: 384.5518 - logcount_predictions_loss: 5.3676 288/1811 [===>..........................] - ETA: 3:31 - loss: 463.9078 - logits_profile_predictions_loss: 384.5254 - logcount_predictions_loss: 5.3637 289/1811 [===>..........................] - ETA: 3:31 - loss: 463.8240 - logits_profile_predictions_loss: 384.4991 - logcount_predictions_loss: 5.3598 290/1811 [===>..........................] - ETA: 3:31 - loss: 463.7399 - logits_profile_predictions_loss: 384.4721 - logcount_predictions_loss: 5.3559 291/1811 [===>..........................] - ETA: 3:31 - loss: 463.6566 - logits_profile_predictions_loss: 384.4456 - logcount_predictions_loss: 5.3521 292/1811 [===>..........................] - ETA: 3:31 - loss: 463.5735 - logits_profile_predictions_loss: 384.4190 - logcount_predictions_loss: 5.3483 293/1811 [===>..........................] - ETA: 3:31 - loss: 463.4911 - logits_profile_predictions_loss: 384.3927 - logcount_predictions_loss: 5.3445 294/1811 [===>..........................] - ETA: 3:30 - loss: 463.4092 - logits_profile_predictions_loss: 384.3665 - logcount_predictions_loss: 5.3407 295/1811 [===>..........................] - ETA: 3:30 - loss: 463.3279 - logits_profile_predictions_loss: 384.3405 - logcount_predictions_loss: 5.3370 296/1811 [===>..........................] - ETA: 3:30 - loss: 463.2470 - logits_profile_predictions_loss: 384.3147 - logcount_predictions_loss: 5.3333 297/1811 [===>..........................] - ETA: 3:30 - loss: 463.1663 - logits_profile_predictions_loss: 384.2887 - logcount_predictions_loss: 5.3296 298/1811 [===>..........................] - ETA: 3:30 - loss: 463.0868 - logits_profile_predictions_loss: 384.2635 - logcount_predictions_loss: 5.3259 299/1811 [===>..........................] - ETA: 3:30 - loss: 463.0075 - logits_profile_predictions_loss: 384.2382 - logcount_predictions_loss: 5.3222 300/1811 [===>..........................] - ETA: 3:30 - loss: 462.9292 - logits_profile_predictions_loss: 384.2135 - logcount_predictions_loss: 5.3186 301/1811 [===>..........................] - ETA: 3:29 - loss: 462.8510 - logits_profile_predictions_loss: 384.1886 - logcount_predictions_loss: 5.3150 302/1811 [====>.........................] - ETA: 3:29 - loss: 462.7736 - logits_profile_predictions_loss: 384.1640 - logcount_predictions_loss: 5.3115 303/1811 [====>.........................] - ETA: 3:29 - loss: 462.6967 - logits_profile_predictions_loss: 384.1397 - logcount_predictions_loss: 5.3079 304/1811 [====>.........................] - ETA: 3:29 - loss: 462.6203 - logits_profile_predictions_loss: 384.1155 - logcount_predictions_loss: 5.3044 305/1811 [====>.........................] - ETA: 3:29 - loss: 462.5438 - logits_profile_predictions_loss: 384.0910 - logcount_predictions_loss: 5.3009 306/1811 [====>.........................] - ETA: 3:29 - loss: 462.4683 - logits_profile_predictions_loss: 384.0671 - logcount_predictions_loss: 5.2974 307/1811 [====>.........................] - ETA: 3:29 - loss: 462.3934 - logits_profile_predictions_loss: 384.0434 - logcount_predictions_loss: 5.2939 308/1811 [====>.........................] - ETA: 3:29 - loss: 462.3180 - logits_profile_predictions_loss: 384.0191 - logcount_predictions_loss: 5.2905 309/1811 [====>.........................] - ETA: 3:28 - loss: 462.2424 - 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[====>.........................] - ETA: 3:26 - loss: 460.8420 - logits_profile_predictions_loss: 383.5478 - logcount_predictions_loss: 5.2226 330/1811 [====>.........................] - ETA: 3:25 - loss: 460.7777 - logits_profile_predictions_loss: 383.5281 - logcount_predictions_loss: 5.2196 331/1811 [====>.........................] - ETA: 3:25 - loss: 460.7134 - logits_profile_predictions_loss: 383.5082 - logcount_predictions_loss: 5.2166 332/1811 [====>.........................] - ETA: 3:25 - loss: 460.6492 - logits_profile_predictions_loss: 383.4883 - logcount_predictions_loss: 5.2136 333/1811 [====>.........................] - ETA: 3:25 - loss: 460.5855 - logits_profile_predictions_loss: 383.4686 - logcount_predictions_loss: 5.2106 334/1811 [====>.........................] - ETA: 3:25 - loss: 460.5218 - logits_profile_predictions_loss: 383.4487 - logcount_predictions_loss: 5.2076 335/1811 [====>.........................] - ETA: 3:25 - loss: 460.4582 - 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[====>.........................] - ETA: 3:24 - loss: 460.0234 - logits_profile_predictions_loss: 383.2928 - logcount_predictions_loss: 5.1845 343/1811 [====>.........................] - ETA: 3:24 - loss: 459.9621 - logits_profile_predictions_loss: 383.2735 - logcount_predictions_loss: 5.1817 344/1811 [====>.........................] - ETA: 3:24 - loss: 459.9012 - logits_profile_predictions_loss: 383.2541 - logcount_predictions_loss: 5.1788 345/1811 [====>.........................] - ETA: 3:23 - loss: 459.8406 - logits_profile_predictions_loss: 383.2350 - logcount_predictions_loss: 5.1760 346/1811 [====>.........................] - ETA: 3:23 - loss: 459.7804 - logits_profile_predictions_loss: 383.2160 - logcount_predictions_loss: 5.1733 347/1811 [====>.........................] - ETA: 3:23 - loss: 459.7205 - logits_profile_predictions_loss: 383.1970 - logcount_predictions_loss: 5.1705 348/1811 [====>.........................] - ETA: 3:23 - loss: 459.6609 - 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[====>.........................] - ETA: 3:22 - loss: 459.2506 - logits_profile_predictions_loss: 383.0476 - logcount_predictions_loss: 5.1488 356/1811 [====>.........................] - ETA: 3:22 - loss: 459.1933 - logits_profile_predictions_loss: 383.0294 - logcount_predictions_loss: 5.1462 357/1811 [====>.........................] - ETA: 3:22 - loss: 459.1365 - logits_profile_predictions_loss: 383.0114 - logcount_predictions_loss: 5.1436 358/1811 [====>.........................] - ETA: 3:22 - loss: 459.0797 - logits_profile_predictions_loss: 382.9934 - logcount_predictions_loss: 5.1410 359/1811 [====>.........................] - ETA: 3:21 - loss: 459.0231 - logits_profile_predictions_loss: 382.9753 - logcount_predictions_loss: 5.1384 360/1811 [====>.........................] - ETA: 3:21 - loss: 458.9670 - logits_profile_predictions_loss: 382.9575 - logcount_predictions_loss: 5.1358 361/1811 [====>.........................] - ETA: 3:21 - loss: 458.9112 - 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[=====>........................] - ETA: 3:20 - loss: 458.5258 - logits_profile_predictions_loss: 382.8160 - logcount_predictions_loss: 5.1155 369/1811 [=====>........................] - ETA: 3:20 - loss: 458.4717 - logits_profile_predictions_loss: 382.7985 - logcount_predictions_loss: 5.1131 370/1811 [=====>........................] - ETA: 3:20 - loss: 458.4176 - logits_profile_predictions_loss: 382.7809 - logcount_predictions_loss: 5.1106 371/1811 [=====>........................] - ETA: 3:20 - loss: 458.3639 - logits_profile_predictions_loss: 382.7635 - logcount_predictions_loss: 5.1081 372/1811 [=====>........................] - ETA: 3:20 - loss: 458.3110 - logits_profile_predictions_loss: 382.7467 - logcount_predictions_loss: 5.1057 373/1811 [=====>........................] - ETA: 3:19 - loss: 458.2582 - logits_profile_predictions_loss: 382.7298 - logcount_predictions_loss: 5.1033 374/1811 [=====>........................] - ETA: 3:19 - loss: 458.2057 - 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[=====>........................] - ETA: 3:17 - loss: 457.1880 - logits_profile_predictions_loss: 382.3770 - logcount_predictions_loss: 5.0548 395/1811 [=====>........................] - ETA: 3:16 - loss: 457.1390 - logits_profile_predictions_loss: 382.3604 - logcount_predictions_loss: 5.0526 396/1811 [=====>........................] - ETA: 3:16 - loss: 457.0898 - logits_profile_predictions_loss: 382.3437 - logcount_predictions_loss: 5.0504 397/1811 [=====>........................] - ETA: 3:16 - loss: 457.0405 - logits_profile_predictions_loss: 382.3267 - logcount_predictions_loss: 5.0482 398/1811 [=====>........................] - ETA: 3:16 - loss: 456.9915 - logits_profile_predictions_loss: 382.3099 - logcount_predictions_loss: 5.0461 399/1811 [=====>........................] - ETA: 3:16 - loss: 456.9426 - logits_profile_predictions_loss: 382.2930 - logcount_predictions_loss: 5.0439 400/1811 [=====>........................] - ETA: 3:16 - loss: 456.8940 - 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[=====>........................] - ETA: 3:15 - loss: 456.5653 - logits_profile_predictions_loss: 382.1654 - logcount_predictions_loss: 5.0270 408/1811 [=====>........................] - ETA: 3:15 - loss: 456.5190 - logits_profile_predictions_loss: 382.1497 - logcount_predictions_loss: 5.0249 409/1811 [=====>........................] - ETA: 3:14 - loss: 456.4726 - logits_profile_predictions_loss: 382.1339 - logcount_predictions_loss: 5.0229 410/1811 [=====>........................] - ETA: 3:14 - loss: 456.4265 - logits_profile_predictions_loss: 382.1181 - logcount_predictions_loss: 5.0208 411/1811 [=====>........................] - ETA: 3:14 - loss: 456.3805 - logits_profile_predictions_loss: 382.1024 - logcount_predictions_loss: 5.0188 412/1811 [=====>........................] - ETA: 3:14 - loss: 456.3347 - logits_profile_predictions_loss: 382.0867 - logcount_predictions_loss: 5.0168 413/1811 [=====>........................] - ETA: 3:14 - loss: 456.2890 - 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[=====>........................] - ETA: 3:13 - loss: 455.9731 - logits_profile_predictions_loss: 381.9615 - logcount_predictions_loss: 5.0008 421/1811 [=====>........................] - ETA: 3:13 - loss: 455.9290 - logits_profile_predictions_loss: 381.9463 - logcount_predictions_loss: 4.9988 422/1811 [=====>........................] - ETA: 3:13 - loss: 455.8848 - logits_profile_predictions_loss: 381.9309 - logcount_predictions_loss: 4.9969 423/1811 [======>.......................] - ETA: 3:13 - loss: 455.8406 - logits_profile_predictions_loss: 381.9155 - logcount_predictions_loss: 4.9949 424/1811 [======>.......................] - ETA: 3:12 - loss: 455.7966 - logits_profile_predictions_loss: 381.9002 - logcount_predictions_loss: 4.9930 425/1811 [======>.......................] - ETA: 3:12 - loss: 455.7525 - logits_profile_predictions_loss: 381.8846 - logcount_predictions_loss: 4.9911 426/1811 [======>.......................] - ETA: 3:12 - loss: 455.7085 - 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[==============================] - 270s 146ms/step - loss: 429.0736 - logits_profile_predictions_loss: 371.6491 - logcount_predictions_loss: 3.8800 - val_loss: 377.7277 - val_logits_profile_predictions_loss: 369.0489 - val_logcount_predictions_loss: 0.5864 Epoch 00001: val_loss improved from inf to 377.72772, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR063UNG//chrombpnet_model_feb15_fold_2/chrombpnet.h5 Epoch 2/50 1/1811 [..............................] - ETA: 4:40 - loss: 372.3553 - logits_profile_predictions_loss: 362.4467 - logcount_predictions_loss: 0.6695 2/1811 [..............................] - ETA: 4:20 - loss: 360.4297 - logits_profile_predictions_loss: 351.2641 - logcount_predictions_loss: 0.6193 3/1811 [..............................] - ETA: 4:15 - loss: 353.6136 - logits_profile_predictions_loss: 344.7109 - logcount_predictions_loss: 0.6015 4/1811 [..............................] - ETA: 4:13 - loss: 350.6055 - logits_profile_predictions_loss: 341.5916 - logcount_predictions_loss: 0.6090 5/1811 [..............................] - ETA: 4:13 - loss: 351.2725 - logits_profile_predictions_loss: 342.1227 - logcount_predictions_loss: 0.6182 6/1811 [..............................] - ETA: 4:12 - loss: 351.6691 - logits_profile_predictions_loss: 342.5075 - logcount_predictions_loss: 0.6190 7/1811 [..............................] - ETA: 4:11 - loss: 352.0420 - logits_profile_predictions_loss: 342.8677 - logcount_predictions_loss: 0.6199 8/1811 [..............................] - ETA: 4:11 - loss: 352.6545 - logits_profile_predictions_loss: 343.4220 - logcount_predictions_loss: 0.6238 9/1811 [..............................] - ETA: 4:11 - loss: 354.1927 - logits_profile_predictions_loss: 344.9125 - logcount_predictions_loss: 0.6270 10/1811 [..............................] - ETA: 4:11 - loss: 355.2643 - logits_profile_predictions_loss: 345.9464 - logcount_predictions_loss: 0.6296 11/1811 [..............................] - ETA: 4:11 - loss: 356.5961 - logits_profile_predictions_loss: 347.2504 - logcount_predictions_loss: 0.6315 12/1811 [..............................] - ETA: 4:10 - loss: 357.6781 - logits_profile_predictions_loss: 348.3178 - logcount_predictions_loss: 0.6325 13/1811 [..............................] - ETA: 4:10 - loss: 358.4634 - logits_profile_predictions_loss: 349.0959 - logcount_predictions_loss: 0.6329 14/1811 [..............................] - ETA: 4:10 - loss: 359.0154 - logits_profile_predictions_loss: 349.6402 - logcount_predictions_loss: 0.6335 15/1811 [..............................] - ETA: 4:10 - loss: 359.4785 - logits_profile_predictions_loss: 350.0943 - logcount_predictions_loss: 0.6341 16/1811 [..............................] - ETA: 4:10 - loss: 359.9754 - logits_profile_predictions_loss: 350.5779 - logcount_predictions_loss: 0.6350 17/1811 [..............................] - ETA: 4:09 - loss: 360.3347 - logits_profile_predictions_loss: 350.9080 - logcount_predictions_loss: 0.6369 18/1811 [..............................] - ETA: 4:09 - loss: 360.5959 - logits_profile_predictions_loss: 351.1530 - logcount_predictions_loss: 0.6380 19/1811 [..............................] - ETA: 4:09 - loss: 360.7872 - logits_profile_predictions_loss: 351.3376 - logcount_predictions_loss: 0.6385 20/1811 [..............................] - ETA: 4:09 - loss: 361.0278 - logits_profile_predictions_loss: 351.5676 - logcount_predictions_loss: 0.6392 21/1811 [..............................] - ETA: 4:09 - loss: 361.2345 - logits_profile_predictions_loss: 351.7646 - logcount_predictions_loss: 0.6399 22/1811 [..............................] - ETA: 4:08 - loss: 361.4395 - logits_profile_predictions_loss: 351.9574 - logcount_predictions_loss: 0.6407 23/1811 [..............................] - ETA: 4:08 - loss: 361.6762 - logits_profile_predictions_loss: 352.1792 - logcount_predictions_loss: 0.6417 24/1811 [..............................] - ETA: 4:08 - loss: 361.8406 - logits_profile_predictions_loss: 352.3336 - logcount_predictions_loss: 0.6424 25/1811 [..............................] - ETA: 4:08 - loss: 362.0268 - logits_profile_predictions_loss: 352.5132 - logcount_predictions_loss: 0.6428 26/1811 [..............................] - ETA: 4:08 - loss: 362.1893 - logits_profile_predictions_loss: 352.6691 - logcount_predictions_loss: 0.6433 27/1811 [..............................] - ETA: 4:08 - loss: 362.2683 - logits_profile_predictions_loss: 352.7449 - logcount_predictions_loss: 0.6435 28/1811 [..............................] - ETA: 4:07 - loss: 362.3129 - logits_profile_predictions_loss: 352.7856 - logcount_predictions_loss: 0.6437 29/1811 [..............................] - ETA: 4:07 - loss: 362.4116 - logits_profile_predictions_loss: 352.8801 - logcount_predictions_loss: 0.6440 30/1811 [..............................] - ETA: 4:07 - loss: 362.4994 - logits_profile_predictions_loss: 352.9679 - logcount_predictions_loss: 0.6440 31/1811 [..............................] - ETA: 4:07 - 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logits_profile_predictions_loss: 351.3756 - logcount_predictions_loss: 0.6545 189/1811 [==>...........................] - ETA: 3:45 - loss: 361.0497 - logits_profile_predictions_loss: 351.3630 - logcount_predictions_loss: 0.6545 190/1811 [==>...........................] - ETA: 3:45 - loss: 361.0386 - logits_profile_predictions_loss: 351.3519 - logcount_predictions_loss: 0.6545 191/1811 [==>...........................] - ETA: 3:45 - loss: 361.0282 - logits_profile_predictions_loss: 351.3417 - logcount_predictions_loss: 0.6545 192/1811 [==>...........................] - ETA: 3:44 - loss: 361.0181 - logits_profile_predictions_loss: 351.3318 - logcount_predictions_loss: 0.6545 193/1811 [==>...........................] - ETA: 3:44 - loss: 361.0076 - logits_profile_predictions_loss: 351.3215 - logcount_predictions_loss: 0.6545 194/1811 [==>...........................] - ETA: 3:44 - loss: 360.9968 - logits_profile_predictions_loss: 351.3109 - logcount_predictions_loss: 0.6545 195/1811 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[==>...........................] - ETA: 3:42 - loss: 360.8855 - logits_profile_predictions_loss: 351.2047 - logcount_predictions_loss: 0.6541 209/1811 [==>...........................] - ETA: 3:42 - loss: 360.8781 - logits_profile_predictions_loss: 351.1975 - logcount_predictions_loss: 0.6541 210/1811 [==>...........................] - ETA: 3:42 - loss: 360.8708 - logits_profile_predictions_loss: 351.1905 - logcount_predictions_loss: 0.6541 211/1811 [==>...........................] - ETA: 3:42 - loss: 360.8638 - logits_profile_predictions_loss: 351.1835 - logcount_predictions_loss: 0.6541 212/1811 [==>...........................] - ETA: 3:42 - loss: 360.8567 - logits_profile_predictions_loss: 351.1766 - logcount_predictions_loss: 0.6541 213/1811 [==>...........................] - ETA: 3:41 - loss: 360.8494 - logits_profile_predictions_loss: 351.1695 - logcount_predictions_loss: 0.6541 214/1811 [==>...........................] - ETA: 3:41 - loss: 360.8419 - 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[==>...........................] - ETA: 3:40 - loss: 360.7924 - logits_profile_predictions_loss: 351.1134 - logcount_predictions_loss: 0.6540 222/1811 [==>...........................] - ETA: 3:40 - loss: 360.7847 - logits_profile_predictions_loss: 351.1058 - logcount_predictions_loss: 0.6540 223/1811 [==>...........................] - ETA: 3:40 - loss: 360.7777 - logits_profile_predictions_loss: 351.0990 - logcount_predictions_loss: 0.6540 224/1811 [==>...........................] - ETA: 3:40 - loss: 360.7703 - logits_profile_predictions_loss: 351.0917 - logcount_predictions_loss: 0.6540 225/1811 [==>...........................] - ETA: 3:40 - loss: 360.7640 - logits_profile_predictions_loss: 351.0855 - logcount_predictions_loss: 0.6540 226/1811 [==>...........................] - ETA: 3:40 - loss: 360.7581 - logits_profile_predictions_loss: 351.0798 - logcount_predictions_loss: 0.6539 227/1811 [==>...........................] - ETA: 3:39 - loss: 360.7525 - 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[==>...........................] - ETA: 3:39 - loss: 360.7177 - logits_profile_predictions_loss: 351.0406 - logcount_predictions_loss: 0.6539 235/1811 [==>...........................] - ETA: 3:38 - loss: 360.7139 - logits_profile_predictions_loss: 351.0371 - logcount_predictions_loss: 0.6538 236/1811 [==>...........................] - ETA: 3:38 - loss: 360.7109 - logits_profile_predictions_loss: 351.0344 - logcount_predictions_loss: 0.6538 237/1811 [==>...........................] - ETA: 3:38 - loss: 360.7078 - logits_profile_predictions_loss: 351.0315 - logcount_predictions_loss: 0.6538 238/1811 [==>...........................] - ETA: 3:38 - loss: 360.7041 - logits_profile_predictions_loss: 351.0281 - logcount_predictions_loss: 0.6538 239/1811 [==>...........................] - ETA: 3:38 - loss: 360.7009 - logits_profile_predictions_loss: 351.0252 - logcount_predictions_loss: 0.6538 240/1811 [==>...........................] - ETA: 3:38 - loss: 360.6977 - 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[===>..........................] - ETA: 3:37 - loss: 360.6777 - logits_profile_predictions_loss: 351.0046 - logcount_predictions_loss: 0.6536 248/1811 [===>..........................] - ETA: 3:37 - loss: 360.6755 - logits_profile_predictions_loss: 351.0028 - logcount_predictions_loss: 0.6536 249/1811 [===>..........................] - ETA: 3:36 - loss: 360.6731 - logits_profile_predictions_loss: 351.0007 - logcount_predictions_loss: 0.6535 250/1811 [===>..........................] - ETA: 3:36 - loss: 360.6708 - logits_profile_predictions_loss: 350.9987 - logcount_predictions_loss: 0.6535 251/1811 [===>..........................] - ETA: 3:36 - loss: 360.6690 - logits_profile_predictions_loss: 350.9973 - logcount_predictions_loss: 0.6535 252/1811 [===>..........................] - ETA: 3:36 - loss: 360.6668 - logits_profile_predictions_loss: 350.9954 - logcount_predictions_loss: 0.6535 253/1811 [===>..........................] - ETA: 3:36 - loss: 360.6644 - 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[===>..........................] - ETA: 3:35 - loss: 360.6452 - logits_profile_predictions_loss: 350.9761 - logcount_predictions_loss: 0.6533 261/1811 [===>..........................] - ETA: 3:35 - loss: 360.6433 - logits_profile_predictions_loss: 350.9745 - logcount_predictions_loss: 0.6533 262/1811 [===>..........................] - ETA: 3:35 - loss: 360.6414 - logits_profile_predictions_loss: 350.9728 - logcount_predictions_loss: 0.6533 263/1811 [===>..........................] - ETA: 3:34 - loss: 360.6392 - logits_profile_predictions_loss: 350.9710 - logcount_predictions_loss: 0.6533 264/1811 [===>..........................] - ETA: 3:34 - loss: 360.6367 - logits_profile_predictions_loss: 350.9688 - logcount_predictions_loss: 0.6532 265/1811 [===>..........................] - ETA: 3:34 - loss: 360.6337 - logits_profile_predictions_loss: 350.9661 - logcount_predictions_loss: 0.6532 266/1811 [===>..........................] - ETA: 3:34 - loss: 360.6304 - 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[===>..........................] - ETA: 3:33 - loss: 360.6068 - logits_profile_predictions_loss: 350.9421 - logcount_predictions_loss: 0.6530 274/1811 [===>..........................] - ETA: 3:33 - loss: 360.6033 - logits_profile_predictions_loss: 350.9390 - logcount_predictions_loss: 0.6530 275/1811 [===>..........................] - ETA: 3:33 - loss: 360.6000 - logits_profile_predictions_loss: 350.9362 - logcount_predictions_loss: 0.6530 276/1811 [===>..........................] - ETA: 3:33 - loss: 360.5966 - logits_profile_predictions_loss: 350.9332 - logcount_predictions_loss: 0.6529 277/1811 [===>..........................] - ETA: 3:33 - loss: 360.5937 - logits_profile_predictions_loss: 350.9306 - logcount_predictions_loss: 0.6529 278/1811 [===>..........................] - ETA: 3:32 - loss: 360.5910 - logits_profile_predictions_loss: 350.9285 - logcount_predictions_loss: 0.6529 279/1811 [===>..........................] - ETA: 3:32 - loss: 360.5886 - 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[===>..........................] - ETA: 3:31 - loss: 360.5753 - logits_profile_predictions_loss: 350.9162 - logcount_predictions_loss: 0.6526 287/1811 [===>..........................] - ETA: 3:31 - loss: 360.5741 - logits_profile_predictions_loss: 350.9154 - logcount_predictions_loss: 0.6526 288/1811 [===>..........................] - ETA: 3:31 - loss: 360.5732 - logits_profile_predictions_loss: 350.9148 - logcount_predictions_loss: 0.6526 289/1811 [===>..........................] - ETA: 3:31 - loss: 360.5721 - logits_profile_predictions_loss: 350.9141 - logcount_predictions_loss: 0.6526 290/1811 [===>..........................] - ETA: 3:31 - loss: 360.5705 - logits_profile_predictions_loss: 350.9129 - logcount_predictions_loss: 0.6525 291/1811 [===>..........................] - ETA: 3:31 - loss: 360.5686 - logits_profile_predictions_loss: 350.9115 - logcount_predictions_loss: 0.6525 292/1811 [===>..........................] - ETA: 3:30 - loss: 360.5665 - 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[============================>.] - ETA: 0s - loss: 359.5672 - logits_profile_predictions_loss: 350.3755 - logcount_predictions_loss: 0.6210 1809/1811 [============================>.] - ETA: 0s - loss: 359.5660 - logits_profile_predictions_loss: 350.3745 - logcount_predictions_loss: 0.6210 1810/1811 [============================>.] - ETA: 0s - loss: 359.5648 - logits_profile_predictions_loss: 350.3735 - logcount_predictions_loss: 0.6210 1811/1811 [==============================] - ETA: 0s - loss: 359.5636 - logits_profile_predictions_loss: 350.3725 - logcount_predictions_loss: 0.6210 1811/1811 [==============================] - 262s 145ms/step - loss: 359.5624 - logits_profile_predictions_loss: 350.3715 - logcount_predictions_loss: 0.6210 - val_loss: 372.9915 - val_logits_profile_predictions_loss: 363.8132 - val_logcount_predictions_loss: 0.6202 Epoch 00002: val_loss improved from 377.72772 to 372.99146, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR063UNG//chrombpnet_model_feb15_fold_2/chrombpnet.h5 Epoch 3/50 1/1811 [..............................] - ETA: 4:40 - loss: 349.1802 - logits_profile_predictions_loss: 339.2001 - logcount_predictions_loss: 0.6743 2/1811 [..............................] - ETA: 4:27 - loss: 345.0554 - logits_profile_predictions_loss: 334.9002 - logcount_predictions_loss: 0.6862 3/1811 [..............................] - ETA: 4:18 - loss: 347.3154 - logits_profile_predictions_loss: 337.2070 - logcount_predictions_loss: 0.6830 4/1811 [..............................] - ETA: 4:15 - loss: 348.1833 - logits_profile_predictions_loss: 338.2490 - logcount_predictions_loss: 0.6712 5/1811 [..............................] - ETA: 4:14 - loss: 348.0923 - logits_profile_predictions_loss: 338.3466 - logcount_predictions_loss: 0.6585 6/1811 [..............................] - ETA: 4:13 - loss: 349.3454 - logits_profile_predictions_loss: 339.7208 - 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- logits_profile_predictions_loss: 344.1349 - logcount_predictions_loss: 0.6285 14/1811 [..............................] - ETA: 4:10 - loss: 353.4367 - logits_profile_predictions_loss: 344.1439 - logcount_predictions_loss: 0.6279 15/1811 [..............................] - ETA: 4:10 - loss: 353.5130 - logits_profile_predictions_loss: 344.2229 - logcount_predictions_loss: 0.6277 16/1811 [..............................] - ETA: 4:10 - loss: 353.5242 - logits_profile_predictions_loss: 344.2464 - logcount_predictions_loss: 0.6269 17/1811 [..............................] - ETA: 4:10 - loss: 353.5569 - logits_profile_predictions_loss: 344.2972 - logcount_predictions_loss: 0.6257 18/1811 [..............................] - ETA: 4:09 - loss: 353.7027 - logits_profile_predictions_loss: 344.4540 - logcount_predictions_loss: 0.6249 19/1811 [..............................] - ETA: 4:09 - loss: 353.7443 - logits_profile_predictions_loss: 344.5019 - logcount_predictions_loss: 0.6245 20/1811 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[==>...........................] - ETA: 3:40 - loss: 350.6467 - logits_profile_predictions_loss: 341.8853 - logcount_predictions_loss: 0.5920 224/1811 [==>...........................] - ETA: 3:40 - loss: 350.6502 - logits_profile_predictions_loss: 341.8896 - logcount_predictions_loss: 0.5919 225/1811 [==>...........................] - ETA: 3:40 - loss: 350.6541 - logits_profile_predictions_loss: 341.8943 - logcount_predictions_loss: 0.5919 226/1811 [==>...........................] - ETA: 3:40 - loss: 350.6579 - logits_profile_predictions_loss: 341.8990 - logcount_predictions_loss: 0.5918 227/1811 [==>...........................] - ETA: 3:40 - loss: 350.6616 - logits_profile_predictions_loss: 341.9036 - logcount_predictions_loss: 0.5918 228/1811 [==>...........................] - ETA: 3:39 - loss: 350.6647 - logits_profile_predictions_loss: 341.9075 - logcount_predictions_loss: 0.5917 229/1811 [==>...........................] - ETA: 3:39 - loss: 350.6672 - logits_profile_predictions_loss: 341.9109 - logcount_predictions_loss: 0.5916 230/1811 [==>...........................] - ETA: 3:39 - loss: 350.6694 - logits_profile_predictions_loss: 341.9141 - logcount_predictions_loss: 0.5916 231/1811 [==>...........................] - ETA: 3:39 - loss: 350.6713 - logits_profile_predictions_loss: 341.9169 - logcount_predictions_loss: 0.5915 232/1811 [==>...........................] - ETA: 3:39 - loss: 350.6732 - logits_profile_predictions_loss: 341.9196 - logcount_predictions_loss: 0.5915 233/1811 [==>...........................] - ETA: 3:39 - loss: 350.6750 - logits_profile_predictions_loss: 341.9223 - logcount_predictions_loss: 0.5914 234/1811 [==>...........................] - ETA: 3:39 - loss: 350.6773 - logits_profile_predictions_loss: 341.9255 - logcount_predictions_loss: 0.5913 235/1811 [==>...........................] - ETA: 3:38 - loss: 350.6797 - logits_profile_predictions_loss: 341.9289 - logcount_predictions_loss: 0.5913 236/1811 [==>...........................] - ETA: 3:38 - loss: 350.6821 - logits_profile_predictions_loss: 341.9322 - logcount_predictions_loss: 0.5912 237/1811 [==>...........................] - ETA: 3:38 - loss: 350.6840 - logits_profile_predictions_loss: 341.9351 - logcount_predictions_loss: 0.5911 238/1811 [==>...........................] - ETA: 3:38 - loss: 350.6862 - logits_profile_predictions_loss: 341.9383 - logcount_predictions_loss: 0.5911 239/1811 [==>...........................] - ETA: 3:38 - loss: 350.6885 - logits_profile_predictions_loss: 341.9416 - logcount_predictions_loss: 0.5910 240/1811 [==>...........................] - ETA: 3:38 - loss: 350.6911 - logits_profile_predictions_loss: 341.9452 - logcount_predictions_loss: 0.5909 241/1811 [==>...........................] - ETA: 3:38 - loss: 350.6934 - logits_profile_predictions_loss: 341.9485 - logcount_predictions_loss: 0.5909 242/1811 [===>..........................] - ETA: 3:37 - loss: 350.6962 - logits_profile_predictions_loss: 341.9522 - logcount_predictions_loss: 0.5908 243/1811 [===>..........................] - ETA: 3:37 - loss: 350.6988 - logits_profile_predictions_loss: 341.9558 - logcount_predictions_loss: 0.5907 244/1811 [===>..........................] - ETA: 3:37 - loss: 350.7012 - logits_profile_predictions_loss: 341.9592 - logcount_predictions_loss: 0.5907 245/1811 [===>..........................] - ETA: 3:37 - loss: 350.7035 - logits_profile_predictions_loss: 341.9624 - logcount_predictions_loss: 0.5906 246/1811 [===>..........................] - ETA: 3:37 - loss: 350.7060 - logits_profile_predictions_loss: 341.9659 - logcount_predictions_loss: 0.5905 247/1811 [===>..........................] - ETA: 3:37 - loss: 350.7089 - logits_profile_predictions_loss: 341.9698 - logcount_predictions_loss: 0.5905 248/1811 [===>..........................] - ETA: 3:37 - loss: 350.7114 - logits_profile_predictions_loss: 341.9733 - logcount_predictions_loss: 0.5904 249/1811 [===>..........................] - ETA: 3:36 - loss: 350.7141 - logits_profile_predictions_loss: 341.9770 - logcount_predictions_loss: 0.5903 250/1811 [===>..........................] - ETA: 3:36 - loss: 350.7168 - logits_profile_predictions_loss: 341.9808 - logcount_predictions_loss: 0.5903 251/1811 [===>..........................] - ETA: 3:36 - loss: 350.7189 - logits_profile_predictions_loss: 341.9839 - logcount_predictions_loss: 0.5902 252/1811 [===>..........................] - ETA: 3:36 - loss: 350.7209 - logits_profile_predictions_loss: 341.9869 - logcount_predictions_loss: 0.5901 253/1811 [===>..........................] - ETA: 3:36 - loss: 350.7223 - logits_profile_predictions_loss: 341.9894 - logcount_predictions_loss: 0.5901 254/1811 [===>..........................] - ETA: 3:36 - loss: 350.7232 - logits_profile_predictions_loss: 341.9914 - logcount_predictions_loss: 0.5900 255/1811 [===>..........................] - ETA: 3:36 - loss: 350.7245 - 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[===>..........................] - ETA: 3:35 - loss: 350.7326 - logits_profile_predictions_loss: 342.0089 - logcount_predictions_loss: 0.5894 263/1811 [===>..........................] - ETA: 3:35 - loss: 350.7331 - logits_profile_predictions_loss: 342.0104 - logcount_predictions_loss: 0.5894 264/1811 [===>..........................] - ETA: 3:34 - loss: 350.7335 - logits_profile_predictions_loss: 342.0118 - logcount_predictions_loss: 0.5893 265/1811 [===>..........................] - ETA: 3:34 - loss: 350.7339 - logits_profile_predictions_loss: 342.0133 - logcount_predictions_loss: 0.5892 266/1811 [===>..........................] - ETA: 3:34 - loss: 350.7344 - logits_profile_predictions_loss: 342.0148 - logcount_predictions_loss: 0.5892 267/1811 [===>..........................] - ETA: 3:34 - loss: 350.7346 - logits_profile_predictions_loss: 342.0161 - logcount_predictions_loss: 0.5891 268/1811 [===>..........................] - ETA: 3:34 - loss: 350.7355 - logits_profile_predictions_loss: 342.0181 - logcount_predictions_loss: 0.5890 269/1811 [===>..........................] - ETA: 3:34 - loss: 350.7362 - logits_profile_predictions_loss: 342.0198 - logcount_predictions_loss: 0.5889 270/1811 [===>..........................] - ETA: 3:34 - loss: 350.7370 - logits_profile_predictions_loss: 342.0217 - logcount_predictions_loss: 0.5889 271/1811 [===>..........................] - ETA: 3:33 - loss: 350.7373 - logits_profile_predictions_loss: 342.0230 - logcount_predictions_loss: 0.5888 272/1811 [===>..........................] - ETA: 3:33 - loss: 350.7373 - logits_profile_predictions_loss: 342.0240 - logcount_predictions_loss: 0.5887 273/1811 [===>..........................] - ETA: 3:33 - loss: 350.7379 - logits_profile_predictions_loss: 342.0256 - logcount_predictions_loss: 0.5887 274/1811 [===>..........................] - ETA: 3:33 - loss: 350.7382 - logits_profile_predictions_loss: 342.0269 - logcount_predictions_loss: 0.5886 275/1811 [===>..........................] - ETA: 3:33 - loss: 350.7381 - logits_profile_predictions_loss: 342.0277 - logcount_predictions_loss: 0.5885 276/1811 [===>..........................] - ETA: 3:33 - loss: 350.7374 - logits_profile_predictions_loss: 342.0281 - logcount_predictions_loss: 0.5885 277/1811 [===>..........................] - ETA: 3:33 - loss: 350.7366 - logits_profile_predictions_loss: 342.0282 - logcount_predictions_loss: 0.5884 278/1811 [===>..........................] - ETA: 3:32 - loss: 350.7360 - logits_profile_predictions_loss: 342.0286 - logcount_predictions_loss: 0.5883 279/1811 [===>..........................] - ETA: 3:32 - loss: 350.7354 - logits_profile_predictions_loss: 342.0289 - logcount_predictions_loss: 0.5883 280/1811 [===>..........................] - ETA: 3:32 - loss: 350.7352 - logits_profile_predictions_loss: 342.0296 - logcount_predictions_loss: 0.5882 281/1811 [===>..........................] - ETA: 3:32 - loss: 350.7352 - logits_profile_predictions_loss: 342.0305 - logcount_predictions_loss: 0.5882 282/1811 [===>..........................] - ETA: 3:32 - loss: 350.7361 - logits_profile_predictions_loss: 342.0323 - logcount_predictions_loss: 0.5881 283/1811 [===>..........................] - ETA: 3:32 - loss: 350.7368 - logits_profile_predictions_loss: 342.0340 - logcount_predictions_loss: 0.5880 284/1811 [===>..........................] - ETA: 3:32 - loss: 350.7374 - logits_profile_predictions_loss: 342.0355 - logcount_predictions_loss: 0.5880 285/1811 [===>..........................] - ETA: 3:31 - loss: 350.7378 - logits_profile_predictions_loss: 342.0368 - logcount_predictions_loss: 0.5879 286/1811 [===>..........................] - ETA: 3:31 - loss: 350.7387 - logits_profile_predictions_loss: 342.0385 - logcount_predictions_loss: 0.5878 287/1811 [===>..........................] - ETA: 3:31 - loss: 350.7398 - logits_profile_predictions_loss: 342.0406 - logcount_predictions_loss: 0.5878 288/1811 [===>..........................] - ETA: 3:31 - loss: 350.7410 - logits_profile_predictions_loss: 342.0426 - logcount_predictions_loss: 0.5877 289/1811 [===>..........................] - ETA: 3:31 - loss: 350.7418 - logits_profile_predictions_loss: 342.0444 - logcount_predictions_loss: 0.5877 290/1811 [===>..........................] - ETA: 3:31 - loss: 350.7423 - logits_profile_predictions_loss: 342.0457 - logcount_predictions_loss: 0.5876 291/1811 [===>..........................] - ETA: 3:31 - loss: 350.7432 - logits_profile_predictions_loss: 342.0473 - logcount_predictions_loss: 0.5876 292/1811 [===>..........................] - ETA: 3:31 - loss: 350.7441 - logits_profile_predictions_loss: 342.0491 - logcount_predictions_loss: 0.5875 293/1811 [===>..........................] - ETA: 3:30 - loss: 350.7450 - logits_profile_predictions_loss: 342.0508 - logcount_predictions_loss: 0.5874 294/1811 [===>..........................] - ETA: 3:30 - loss: 350.7460 - logits_profile_predictions_loss: 342.0526 - logcount_predictions_loss: 0.5874 295/1811 [===>..........................] - ETA: 3:30 - loss: 350.7471 - logits_profile_predictions_loss: 342.0545 - logcount_predictions_loss: 0.5873 296/1811 [===>..........................] - ETA: 3:30 - loss: 350.7479 - logits_profile_predictions_loss: 342.0560 - logcount_predictions_loss: 0.5873 297/1811 [===>..........................] - ETA: 3:30 - loss: 350.7482 - logits_profile_predictions_loss: 342.0571 - logcount_predictions_loss: 0.5872 298/1811 [===>..........................] - ETA: 3:30 - loss: 350.7485 - logits_profile_predictions_loss: 342.0582 - logcount_predictions_loss: 0.5872 299/1811 [===>..........................] - ETA: 3:30 - loss: 350.7489 - logits_profile_predictions_loss: 342.0593 - logcount_predictions_loss: 0.5871 300/1811 [===>..........................] - ETA: 3:29 - loss: 350.7498 - logits_profile_predictions_loss: 342.0610 - logcount_predictions_loss: 0.5871 301/1811 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[============================>.] - ETA: 0s - loss: 351.9678 - logits_profile_predictions_loss: 343.5647 - logcount_predictions_loss: 0.5678 1811/1811 [==============================] - ETA: 0s - loss: 351.9678 - logits_profile_predictions_loss: 343.5648 - logcount_predictions_loss: 0.5678 1811/1811 [==============================] - 262s 145ms/step - loss: 351.9679 - logits_profile_predictions_loss: 343.5650 - logcount_predictions_loss: 0.5678 - val_loss: 368.4712 - val_logits_profile_predictions_loss: 360.9473 - val_logcount_predictions_loss: 0.5084 Epoch 00003: val_loss improved from 372.99146 to 368.47122, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR063UNG//chrombpnet_model_feb15_fold_2/chrombpnet.h5 Epoch 4/50 1/1811 [..............................] - ETA: 4:37 - loss: 365.5214 - logits_profile_predictions_loss: 359.2269 - logcount_predictions_loss: 0.4253 2/1811 [..............................] - ETA: 4:12 - loss: 366.0540 - 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[..............................] - ETA: 4:09 - loss: 363.0163 - logits_profile_predictions_loss: 355.5647 - logcount_predictions_loss: 0.5035 10/1811 [..............................] - ETA: 4:09 - loss: 361.8618 - logits_profile_predictions_loss: 354.3636 - logcount_predictions_loss: 0.5066 11/1811 [..............................] - ETA: 4:09 - loss: 360.9834 - logits_profile_predictions_loss: 353.4586 - logcount_predictions_loss: 0.5084 12/1811 [..............................] - ETA: 4:09 - loss: 360.3939 - logits_profile_predictions_loss: 352.8360 - logcount_predictions_loss: 0.5107 13/1811 [..............................] - ETA: 4:09 - loss: 359.8516 - logits_profile_predictions_loss: 352.2689 - logcount_predictions_loss: 0.5123 14/1811 [..............................] - ETA: 4:09 - loss: 359.1333 - logits_profile_predictions_loss: 351.5315 - logcount_predictions_loss: 0.5136 15/1811 [..............................] - ETA: 4:09 - loss: 358.4705 - logits_profile_predictions_loss: 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logits_profile_predictions_loss: 342.1088 - logcount_predictions_loss: 0.5285 219/1811 [==>...........................] - ETA: 3:41 - loss: 349.9297 - logits_profile_predictions_loss: 342.1085 - logcount_predictions_loss: 0.5285 220/1811 [==>...........................] - ETA: 3:40 - loss: 349.9291 - logits_profile_predictions_loss: 342.1081 - logcount_predictions_loss: 0.5284 221/1811 [==>...........................] - ETA: 3:40 - loss: 349.9279 - logits_profile_predictions_loss: 342.1072 - logcount_predictions_loss: 0.5284 222/1811 [==>...........................] - ETA: 3:40 - loss: 349.9258 - logits_profile_predictions_loss: 342.1055 - logcount_predictions_loss: 0.5284 223/1811 [==>...........................] - ETA: 3:40 - loss: 349.9233 - logits_profile_predictions_loss: 342.1033 - logcount_predictions_loss: 0.5284 224/1811 [==>...........................] - ETA: 3:40 - loss: 349.9206 - logits_profile_predictions_loss: 342.1010 - logcount_predictions_loss: 0.5283 225/1811 [==>...........................] - ETA: 3:40 - loss: 349.9190 - logits_profile_predictions_loss: 342.0998 - logcount_predictions_loss: 0.5283 226/1811 [==>...........................] - ETA: 3:40 - loss: 349.9179 - logits_profile_predictions_loss: 342.0990 - logcount_predictions_loss: 0.5283 227/1811 [==>...........................] - ETA: 3:39 - loss: 349.9166 - logits_profile_predictions_loss: 342.0980 - logcount_predictions_loss: 0.5283 228/1811 [==>...........................] - ETA: 3:39 - loss: 349.9152 - logits_profile_predictions_loss: 342.0970 - logcount_predictions_loss: 0.5283 229/1811 [==>...........................] - ETA: 3:39 - loss: 349.9137 - logits_profile_predictions_loss: 342.0958 - logcount_predictions_loss: 0.5282 230/1811 [==>...........................] - ETA: 3:39 - loss: 349.9121 - logits_profile_predictions_loss: 342.0945 - logcount_predictions_loss: 0.5282 231/1811 [==>...........................] - ETA: 3:39 - loss: 349.9113 - logits_profile_predictions_loss: 342.0940 - logcount_predictions_loss: 0.5282 232/1811 [==>...........................] - ETA: 3:39 - loss: 349.9104 - logits_profile_predictions_loss: 342.0934 - logcount_predictions_loss: 0.5282 233/1811 [==>...........................] - ETA: 3:39 - loss: 349.9098 - logits_profile_predictions_loss: 342.0930 - logcount_predictions_loss: 0.5282 234/1811 [==>...........................] - ETA: 3:39 - loss: 349.9090 - logits_profile_predictions_loss: 342.0925 - logcount_predictions_loss: 0.5281 235/1811 [==>...........................] - ETA: 3:38 - loss: 349.9074 - logits_profile_predictions_loss: 342.0912 - logcount_predictions_loss: 0.5281 236/1811 [==>...........................] - ETA: 3:38 - loss: 349.9054 - logits_profile_predictions_loss: 342.0894 - logcount_predictions_loss: 0.5281 237/1811 [==>...........................] - ETA: 3:38 - loss: 349.9035 - logits_profile_predictions_loss: 342.0879 - logcount_predictions_loss: 0.5281 238/1811 [==>...........................] - ETA: 3:38 - loss: 349.9011 - logits_profile_predictions_loss: 342.0858 - logcount_predictions_loss: 0.5281 239/1811 [==>...........................] - ETA: 3:38 - loss: 349.8987 - logits_profile_predictions_loss: 342.0837 - logcount_predictions_loss: 0.5280 240/1811 [==>...........................] - ETA: 3:38 - loss: 349.8963 - logits_profile_predictions_loss: 342.0816 - logcount_predictions_loss: 0.5280 241/1811 [==>...........................] - ETA: 3:38 - loss: 349.8938 - logits_profile_predictions_loss: 342.0793 - logcount_predictions_loss: 0.5280 242/1811 [===>..........................] - ETA: 3:37 - loss: 349.8916 - logits_profile_predictions_loss: 342.0774 - logcount_predictions_loss: 0.5280 243/1811 [===>..........................] - ETA: 3:37 - loss: 349.8892 - logits_profile_predictions_loss: 342.0753 - logcount_predictions_loss: 0.5280 244/1811 [===>..........................] - ETA: 3:37 - loss: 349.8866 - logits_profile_predictions_loss: 342.0730 - logcount_predictions_loss: 0.5279 245/1811 [===>..........................] - ETA: 3:37 - loss: 349.8839 - logits_profile_predictions_loss: 342.0706 - logcount_predictions_loss: 0.5279 246/1811 [===>..........................] - ETA: 3:37 - loss: 349.8816 - logits_profile_predictions_loss: 342.0686 - logcount_predictions_loss: 0.5279 247/1811 [===>..........................] - ETA: 3:37 - loss: 349.8800 - logits_profile_predictions_loss: 342.0674 - logcount_predictions_loss: 0.5279 248/1811 [===>..........................] - ETA: 3:37 - loss: 349.8789 - logits_profile_predictions_loss: 342.0665 - logcount_predictions_loss: 0.5279 249/1811 [===>..........................] - ETA: 3:36 - loss: 349.8776 - logits_profile_predictions_loss: 342.0655 - logcount_predictions_loss: 0.5278 250/1811 [===>..........................] - ETA: 3:36 - loss: 349.8764 - logits_profile_predictions_loss: 342.0647 - logcount_predictions_loss: 0.5278 251/1811 [===>..........................] - ETA: 3:36 - loss: 349.8745 - logits_profile_predictions_loss: 342.0631 - logcount_predictions_loss: 0.5278 252/1811 [===>..........................] - ETA: 3:36 - loss: 349.8725 - logits_profile_predictions_loss: 342.0615 - logcount_predictions_loss: 0.5278 253/1811 [===>..........................] - ETA: 3:36 - loss: 349.8699 - logits_profile_predictions_loss: 342.0592 - logcount_predictions_loss: 0.5278 254/1811 [===>..........................] - ETA: 3:36 - loss: 349.8676 - logits_profile_predictions_loss: 342.0572 - logcount_predictions_loss: 0.5277 255/1811 [===>..........................] - ETA: 3:36 - loss: 349.8653 - logits_profile_predictions_loss: 342.0552 - logcount_predictions_loss: 0.5277 256/1811 [===>..........................] - ETA: 3:35 - loss: 349.8626 - logits_profile_predictions_loss: 342.0528 - logcount_predictions_loss: 0.5277 257/1811 [===>..........................] - ETA: 3:35 - loss: 349.8605 - logits_profile_predictions_loss: 342.0510 - logcount_predictions_loss: 0.5277 258/1811 [===>..........................] - ETA: 3:35 - loss: 349.8588 - logits_profile_predictions_loss: 342.0495 - logcount_predictions_loss: 0.5277 259/1811 [===>..........................] - ETA: 3:35 - loss: 349.8568 - logits_profile_predictions_loss: 342.0477 - logcount_predictions_loss: 0.5276 260/1811 [===>..........................] - ETA: 3:35 - loss: 349.8554 - logits_profile_predictions_loss: 342.0465 - logcount_predictions_loss: 0.5276 261/1811 [===>..........................] - ETA: 3:35 - loss: 349.8541 - logits_profile_predictions_loss: 342.0454 - logcount_predictions_loss: 0.5276 262/1811 [===>..........................] - ETA: 3:35 - loss: 349.8528 - logits_profile_predictions_loss: 342.0443 - logcount_predictions_loss: 0.5276 263/1811 [===>..........................] - ETA: 3:34 - loss: 349.8511 - logits_profile_predictions_loss: 342.0427 - logcount_predictions_loss: 0.5276 264/1811 [===>..........................] - ETA: 3:34 - loss: 349.8493 - logits_profile_predictions_loss: 342.0411 - logcount_predictions_loss: 0.5276 265/1811 [===>..........................] - ETA: 3:34 - loss: 349.8476 - logits_profile_predictions_loss: 342.0396 - logcount_predictions_loss: 0.5276 266/1811 [===>..........................] - ETA: 3:34 - loss: 349.8458 - logits_profile_predictions_loss: 342.0380 - logcount_predictions_loss: 0.5276 267/1811 [===>..........................] - ETA: 3:34 - loss: 349.8439 - logits_profile_predictions_loss: 342.0363 - logcount_predictions_loss: 0.5275 268/1811 [===>..........................] - ETA: 3:34 - loss: 349.8424 - logits_profile_predictions_loss: 342.0349 - logcount_predictions_loss: 0.5275 269/1811 [===>..........................] - ETA: 3:34 - loss: 349.8406 - logits_profile_predictions_loss: 342.0333 - logcount_predictions_loss: 0.5275 270/1811 [===>..........................] - ETA: 3:34 - loss: 349.8393 - logits_profile_predictions_loss: 342.0321 - logcount_predictions_loss: 0.5275 271/1811 [===>..........................] - ETA: 3:33 - loss: 349.8382 - logits_profile_predictions_loss: 342.0311 - logcount_predictions_loss: 0.5275 272/1811 [===>..........................] - ETA: 3:33 - loss: 349.8363 - logits_profile_predictions_loss: 342.0294 - logcount_predictions_loss: 0.5275 273/1811 [===>..........................] - ETA: 3:33 - loss: 349.8340 - logits_profile_predictions_loss: 342.0272 - logcount_predictions_loss: 0.5275 274/1811 [===>..........................] - ETA: 3:33 - loss: 349.8315 - logits_profile_predictions_loss: 342.0247 - logcount_predictions_loss: 0.5275 275/1811 [===>..........................] - ETA: 3:33 - loss: 349.8291 - logits_profile_predictions_loss: 342.0223 - logcount_predictions_loss: 0.5275 276/1811 [===>..........................] - ETA: 3:33 - loss: 349.8269 - logits_profile_predictions_loss: 342.0202 - logcount_predictions_loss: 0.5275 277/1811 [===>..........................] - ETA: 3:33 - loss: 349.8246 - logits_profile_predictions_loss: 342.0179 - logcount_predictions_loss: 0.5275 278/1811 [===>..........................] - ETA: 3:32 - loss: 349.8226 - logits_profile_predictions_loss: 342.0160 - logcount_predictions_loss: 0.5275 279/1811 [===>..........................] - ETA: 3:32 - loss: 349.8201 - logits_profile_predictions_loss: 342.0135 - logcount_predictions_loss: 0.5275 280/1811 [===>..........................] - ETA: 3:32 - loss: 349.8175 - logits_profile_predictions_loss: 342.0110 - logcount_predictions_loss: 0.5275 281/1811 [===>..........................] - ETA: 3:32 - loss: 349.8152 - logits_profile_predictions_loss: 342.0087 - logcount_predictions_loss: 0.5275 282/1811 [===>..........................] - ETA: 3:32 - loss: 349.8131 - logits_profile_predictions_loss: 342.0066 - logcount_predictions_loss: 0.5275 283/1811 [===>..........................] - ETA: 3:32 - loss: 349.8105 - logits_profile_predictions_loss: 342.0041 - logcount_predictions_loss: 0.5275 284/1811 [===>..........................] - ETA: 3:32 - loss: 349.8078 - logits_profile_predictions_loss: 342.0014 - logcount_predictions_loss: 0.5275 285/1811 [===>..........................] - ETA: 3:31 - loss: 349.8048 - logits_profile_predictions_loss: 341.9984 - logcount_predictions_loss: 0.5275 286/1811 [===>..........................] - ETA: 3:31 - loss: 349.8013 - logits_profile_predictions_loss: 341.9950 - logcount_predictions_loss: 0.5275 287/1811 [===>..........................] - ETA: 3:31 - loss: 349.7978 - logits_profile_predictions_loss: 341.9915 - logcount_predictions_loss: 0.5275 288/1811 [===>..........................] - ETA: 3:31 - loss: 349.7940 - logits_profile_predictions_loss: 341.9877 - logcount_predictions_loss: 0.5274 289/1811 [===>..........................] - ETA: 3:31 - loss: 349.7903 - logits_profile_predictions_loss: 341.9841 - logcount_predictions_loss: 0.5274 290/1811 [===>..........................] - ETA: 3:31 - loss: 349.7872 - logits_profile_predictions_loss: 341.9811 - logcount_predictions_loss: 0.5274 291/1811 [===>..........................] - ETA: 3:31 - loss: 349.7843 - logits_profile_predictions_loss: 341.9781 - logcount_predictions_loss: 0.5274 292/1811 [===>..........................] - ETA: 3:30 - loss: 349.7815 - logits_profile_predictions_loss: 341.9753 - logcount_predictions_loss: 0.5274 293/1811 [===>..........................] - ETA: 3:30 - loss: 349.7784 - logits_profile_predictions_loss: 341.9722 - logcount_predictions_loss: 0.5274 294/1811 [===>..........................] - ETA: 3:30 - loss: 349.7757 - logits_profile_predictions_loss: 341.9695 - logcount_predictions_loss: 0.5274 295/1811 [===>..........................] - ETA: 3:30 - loss: 349.7734 - logits_profile_predictions_loss: 341.9673 - logcount_predictions_loss: 0.5274 296/1811 [===>..........................] - ETA: 3:30 - loss: 349.7714 - logits_profile_predictions_loss: 341.9653 - logcount_predictions_loss: 0.5274 297/1811 [===>..........................] - ETA: 3:30 - loss: 349.7693 - logits_profile_predictions_loss: 341.9633 - logcount_predictions_loss: 0.5274 298/1811 [===>..........................] - ETA: 3:30 - loss: 349.7673 - logits_profile_predictions_loss: 341.9614 - logcount_predictions_loss: 0.5274 299/1811 [===>..........................] - ETA: 3:30 - loss: 349.7655 - logits_profile_predictions_loss: 341.9596 - logcount_predictions_loss: 0.5274 300/1811 [===>..........................] - ETA: 3:29 - loss: 349.7639 - logits_profile_predictions_loss: 341.9580 - logcount_predictions_loss: 0.5274 301/1811 [===>..........................] - ETA: 3:29 - loss: 349.7618 - logits_profile_predictions_loss: 341.9560 - logcount_predictions_loss: 0.5274 302/1811 [====>.........................] - ETA: 3:29 - loss: 349.7601 - logits_profile_predictions_loss: 341.9543 - logcount_predictions_loss: 0.5274 303/1811 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144ms/step - loss: 349.5754 - logits_profile_predictions_loss: 341.8083 - logcount_predictions_loss: 0.5248 - val_loss: 367.4476 - val_logits_profile_predictions_loss: 359.7919 - val_logcount_predictions_loss: 0.5173 Epoch 00004: val_loss improved from 368.47122 to 367.44763, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR063UNG//chrombpnet_model_feb15_fold_2/chrombpnet.h5 Epoch 5/50 1/1811 [..............................] - ETA: 4:40 - loss: 330.7656 - logits_profile_predictions_loss: 324.5768 - logcount_predictions_loss: 0.4182 2/1811 [..............................] - ETA: 4:15 - loss: 349.1791 - logits_profile_predictions_loss: 341.7267 - logcount_predictions_loss: 0.5035 3/1811 [..............................] - ETA: 4:12 - loss: 351.9585 - logits_profile_predictions_loss: 344.3828 - logcount_predictions_loss: 0.5119 4/1811 [..............................] - ETA: 4:12 - loss: 352.8727 - logits_profile_predictions_loss: 345.2323 - 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[..............................] - ETA: 4:08 - loss: 353.6323 - logits_profile_predictions_loss: 346.0281 - logcount_predictions_loss: 0.5138 19/1811 [..............................] - ETA: 4:08 - loss: 353.5610 - logits_profile_predictions_loss: 345.9642 - logcount_predictions_loss: 0.5133 20/1811 [..............................] - ETA: 4:08 - loss: 353.4400 - logits_profile_predictions_loss: 345.8524 - logcount_predictions_loss: 0.5127 21/1811 [..............................] - ETA: 4:08 - loss: 353.2594 - logits_profile_predictions_loss: 345.6825 - logcount_predictions_loss: 0.5120 22/1811 [..............................] - ETA: 4:08 - loss: 353.0556 - logits_profile_predictions_loss: 345.4855 - logcount_predictions_loss: 0.5115 23/1811 [..............................] - ETA: 4:08 - loss: 352.9170 - logits_profile_predictions_loss: 345.3545 - logcount_predictions_loss: 0.5110 24/1811 [..............................] - ETA: 4:07 - loss: 352.7741 - logits_profile_predictions_loss: 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[===>..........................] - ETA: 3:37 - loss: 346.6845 - logits_profile_predictions_loss: 339.4534 - logcount_predictions_loss: 0.4886 248/1811 [===>..........................] - ETA: 3:36 - loss: 346.6803 - logits_profile_predictions_loss: 339.4491 - logcount_predictions_loss: 0.4886 249/1811 [===>..........................] - ETA: 3:36 - loss: 346.6763 - logits_profile_predictions_loss: 339.4448 - logcount_predictions_loss: 0.4886 250/1811 [===>..........................] - ETA: 3:36 - loss: 346.6718 - logits_profile_predictions_loss: 339.4401 - logcount_predictions_loss: 0.4886 251/1811 [===>..........................] - ETA: 3:36 - loss: 346.6674 - logits_profile_predictions_loss: 339.4354 - logcount_predictions_loss: 0.4887 252/1811 [===>..........................] - ETA: 3:36 - loss: 346.6635 - logits_profile_predictions_loss: 339.4314 - logcount_predictions_loss: 0.4887 253/1811 [===>..........................] - ETA: 3:36 - loss: 346.6598 - 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[===>..........................] - ETA: 3:33 - loss: 346.6050 - logits_profile_predictions_loss: 339.3681 - logcount_predictions_loss: 0.4890 274/1811 [===>..........................] - ETA: 3:33 - loss: 346.6032 - logits_profile_predictions_loss: 339.3660 - logcount_predictions_loss: 0.4890 275/1811 [===>..........................] - ETA: 3:33 - loss: 346.6008 - logits_profile_predictions_loss: 339.3633 - logcount_predictions_loss: 0.4890 276/1811 [===>..........................] - ETA: 3:33 - loss: 346.5988 - logits_profile_predictions_loss: 339.3610 - logcount_predictions_loss: 0.4891 277/1811 [===>..........................] - ETA: 3:32 - loss: 346.5972 - logits_profile_predictions_loss: 339.3590 - logcount_predictions_loss: 0.4891 278/1811 [===>..........................] - ETA: 3:32 - loss: 346.5951 - logits_profile_predictions_loss: 339.3566 - logcount_predictions_loss: 0.4891 279/1811 [===>..........................] - ETA: 3:32 - loss: 346.5926 - 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[===>..........................] - ETA: 3:31 - loss: 346.5787 - logits_profile_predictions_loss: 339.3379 - logcount_predictions_loss: 0.4892 287/1811 [===>..........................] - ETA: 3:31 - loss: 346.5765 - logits_profile_predictions_loss: 339.3356 - logcount_predictions_loss: 0.4893 288/1811 [===>..........................] - ETA: 3:31 - loss: 346.5744 - logits_profile_predictions_loss: 339.3333 - logcount_predictions_loss: 0.4893 289/1811 [===>..........................] - ETA: 3:31 - loss: 346.5725 - logits_profile_predictions_loss: 339.3311 - logcount_predictions_loss: 0.4893 290/1811 [===>..........................] - ETA: 3:31 - loss: 346.5709 - logits_profile_predictions_loss: 339.3294 - logcount_predictions_loss: 0.4893 291/1811 [===>..........................] - ETA: 3:30 - loss: 346.5687 - logits_profile_predictions_loss: 339.3270 - logcount_predictions_loss: 0.4893 292/1811 [===>..........................] - ETA: 3:30 - loss: 346.5666 - 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[===========================>..] - ETA: 11s - loss: 347.0844 - logits_profile_predictions_loss: 339.7825 - logcount_predictions_loss: 0.4934 1730/1811 [===========================>..] - ETA: 11s - loss: 347.0844 - logits_profile_predictions_loss: 339.7825 - logcount_predictions_loss: 0.4934 1731/1811 [===========================>..] - ETA: 11s - loss: 347.0845 - logits_profile_predictions_loss: 339.7826 - logcount_predictions_loss: 0.4934 1732/1811 [===========================>..] - ETA: 10s - loss: 347.0845 - logits_profile_predictions_loss: 339.7826 - logcount_predictions_loss: 0.4934 1733/1811 [===========================>..] - ETA: 10s - loss: 347.0846 - logits_profile_predictions_loss: 339.7827 - logcount_predictions_loss: 0.4934 1734/1811 [===========================>..] - ETA: 10s - loss: 347.0847 - logits_profile_predictions_loss: 339.7828 - logcount_predictions_loss: 0.4934 1735/1811 [===========================>..] - ETA: 10s - loss: 347.0847 - 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[============================>.] - ETA: 4s - loss: 347.0839 - logits_profile_predictions_loss: 339.7820 - logcount_predictions_loss: 0.4934 1776/1811 [============================>.] - ETA: 4s - loss: 347.0839 - logits_profile_predictions_loss: 339.7820 - logcount_predictions_loss: 0.4934 1777/1811 [============================>.] - ETA: 4s - loss: 347.0838 - logits_profile_predictions_loss: 339.7820 - logcount_predictions_loss: 0.4934 1778/1811 [============================>.] - ETA: 4s - loss: 347.0838 - logits_profile_predictions_loss: 339.7819 - logcount_predictions_loss: 0.4934 1779/1811 [============================>.] - ETA: 4s - loss: 347.0837 - logits_profile_predictions_loss: 339.7818 - logcount_predictions_loss: 0.4934 1780/1811 [============================>.] - ETA: 4s - loss: 347.0837 - logits_profile_predictions_loss: 339.7818 - logcount_predictions_loss: 0.4934 1781/1811 [============================>.] - ETA: 4s - loss: 347.0836 - logits_profile_predictions_loss: 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logits_profile_predictions_loss: 339.7805 - logcount_predictions_loss: 0.4934 1802/1811 [============================>.] - ETA: 1s - loss: 347.0823 - logits_profile_predictions_loss: 339.7804 - logcount_predictions_loss: 0.4934 1803/1811 [============================>.] - ETA: 1s - loss: 347.0822 - logits_profile_predictions_loss: 339.7804 - logcount_predictions_loss: 0.4934 1804/1811 [============================>.] - ETA: 0s - loss: 347.0821 - logits_profile_predictions_loss: 339.7803 - logcount_predictions_loss: 0.4934 1805/1811 [============================>.] - ETA: 0s - loss: 347.0821 - logits_profile_predictions_loss: 339.7802 - logcount_predictions_loss: 0.4934 1806/1811 [============================>.] - ETA: 0s - loss: 347.0820 - logits_profile_predictions_loss: 339.7802 - logcount_predictions_loss: 0.4934 1807/1811 [============================>.] - ETA: 0s - loss: 347.0820 - logits_profile_predictions_loss: 339.7802 - logcount_predictions_loss: 0.4934 1808/1811 [============================>.] - ETA: 0s - loss: 347.0820 - logits_profile_predictions_loss: 339.7802 - logcount_predictions_loss: 0.4934 1809/1811 [============================>.] - ETA: 0s - loss: 347.0819 - logits_profile_predictions_loss: 339.7802 - logcount_predictions_loss: 0.4934 1810/1811 [============================>.] - ETA: 0s - loss: 347.0819 - logits_profile_predictions_loss: 339.7802 - logcount_predictions_loss: 0.4934 1811/1811 [==============================] - ETA: 0s - loss: 347.0819 - logits_profile_predictions_loss: 339.7802 - logcount_predictions_loss: 0.4934 1811/1811 [==============================] - 262s 144ms/step - loss: 347.0820 - logits_profile_predictions_loss: 339.7802 - logcount_predictions_loss: 0.4934 - val_loss: 369.1092 - val_logits_profile_predictions_loss: 360.3493 - val_logcount_predictions_loss: 0.5919 Epoch 00005: val_loss did not improve from 367.44763 Epoch 6/50 1/1811 [..............................] - ETA: 4:40 - loss: 366.9593 - logits_profile_predictions_loss: 357.3169 - logcount_predictions_loss: 0.6515 2/1811 [..............................] - ETA: 4:13 - loss: 367.1458 - logits_profile_predictions_loss: 357.8824 - logcount_predictions_loss: 0.6259 3/1811 [..............................] - ETA: 4:12 - loss: 363.6282 - logits_profile_predictions_loss: 354.5441 - logcount_predictions_loss: 0.6138 4/1811 [..............................] - ETA: 4:11 - loss: 360.7569 - logits_profile_predictions_loss: 351.8590 - logcount_predictions_loss: 0.6012 5/1811 [..............................] - ETA: 4:11 - loss: 360.5631 - logits_profile_predictions_loss: 351.8128 - logcount_predictions_loss: 0.5912 6/1811 [..............................] - ETA: 4:11 - loss: 360.4713 - logits_profile_predictions_loss: 351.8121 - logcount_predictions_loss: 0.5851 7/1811 [..............................] - ETA: 4:11 - loss: 360.5642 - logits_profile_predictions_loss: 351.9507 - logcount_predictions_loss: 0.5820 8/1811 [..............................] - ETA: 4:10 - loss: 359.6622 - logits_profile_predictions_loss: 351.1186 - logcount_predictions_loss: 0.5773 9/1811 [..............................] - ETA: 4:10 - loss: 358.7642 - logits_profile_predictions_loss: 350.3060 - logcount_predictions_loss: 0.5715 10/1811 [..............................] - ETA: 4:10 - loss: 357.9470 - logits_profile_predictions_loss: 349.5712 - logcount_predictions_loss: 0.5659 11/1811 [..............................] - ETA: 4:10 - loss: 357.4660 - logits_profile_predictions_loss: 349.1761 - logcount_predictions_loss: 0.5601 12/1811 [..............................] - ETA: 4:09 - loss: 356.5524 - logits_profile_predictions_loss: 348.3468 - logcount_predictions_loss: 0.5544 13/1811 [..............................] - ETA: 4:09 - loss: 356.1316 - logits_profile_predictions_loss: 348.0073 - logcount_predictions_loss: 0.5489 14/1811 [..............................] - ETA: 4:09 - loss: 355.7853 - logits_profile_predictions_loss: 347.7307 - logcount_predictions_loss: 0.5442 15/1811 [..............................] - ETA: 4:09 - loss: 355.3823 - logits_profile_predictions_loss: 347.3849 - logcount_predictions_loss: 0.5404 16/1811 [..............................] - ETA: 4:09 - loss: 354.9261 - logits_profile_predictions_loss: 346.9879 - logcount_predictions_loss: 0.5364 17/1811 [..............................] - ETA: 4:09 - loss: 354.5278 - logits_profile_predictions_loss: 346.6469 - logcount_predictions_loss: 0.5325 18/1811 [..............................] - ETA: 4:09 - loss: 354.1327 - logits_profile_predictions_loss: 346.2989 - logcount_predictions_loss: 0.5293 19/1811 [..............................] - ETA: 4:08 - loss: 353.7160 - logits_profile_predictions_loss: 345.9266 - logcount_predictions_loss: 0.5263 20/1811 [..............................] - ETA: 4:08 - loss: 353.4529 - logits_profile_predictions_loss: 345.7080 - logcount_predictions_loss: 0.5233 21/1811 [..............................] - ETA: 4:08 - loss: 353.2423 - logits_profile_predictions_loss: 345.5356 - logcount_predictions_loss: 0.5207 22/1811 [..............................] - ETA: 4:08 - loss: 352.9452 - logits_profile_predictions_loss: 345.2711 - logcount_predictions_loss: 0.5185 23/1811 [..............................] - ETA: 4:08 - loss: 352.6797 - logits_profile_predictions_loss: 345.0377 - logcount_predictions_loss: 0.5163 24/1811 [..............................] - ETA: 4:08 - loss: 352.4821 - logits_profile_predictions_loss: 344.8679 - logcount_predictions_loss: 0.5145 25/1811 [..............................] - ETA: 4:08 - loss: 352.2882 - logits_profile_predictions_loss: 344.7052 - logcount_predictions_loss: 0.5124 26/1811 [..............................] - ETA: 4:07 - loss: 352.0680 - logits_profile_predictions_loss: 344.5141 - logcount_predictions_loss: 0.5104 27/1811 [..............................] - ETA: 4:07 - loss: 351.9233 - logits_profile_predictions_loss: 344.3965 - logcount_predictions_loss: 0.5086 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[===>..........................] - ETA: 3:34 - loss: 347.1614 - logits_profile_predictions_loss: 340.1839 - logcount_predictions_loss: 0.4715 264/1811 [===>..........................] - ETA: 3:34 - loss: 347.1525 - logits_profile_predictions_loss: 340.1751 - logcount_predictions_loss: 0.4715 265/1811 [===>..........................] - ETA: 3:34 - loss: 347.1430 - logits_profile_predictions_loss: 340.1655 - logcount_predictions_loss: 0.4714 266/1811 [===>..........................] - ETA: 3:34 - loss: 347.1338 - logits_profile_predictions_loss: 340.1563 - logcount_predictions_loss: 0.4715 267/1811 [===>..........................] - ETA: 3:34 - loss: 347.1248 - logits_profile_predictions_loss: 340.1472 - logcount_predictions_loss: 0.4715 268/1811 [===>..........................] - ETA: 3:34 - loss: 347.1159 - logits_profile_predictions_loss: 340.1383 - logcount_predictions_loss: 0.4715 269/1811 [===>..........................] - ETA: 3:33 - loss: 347.1070 - 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[====>.........................] - ETA: 3:29 - loss: 346.8477 - logits_profile_predictions_loss: 339.8646 - logcount_predictions_loss: 0.4718 303/1811 [====>.........................] - ETA: 3:29 - loss: 346.8422 - logits_profile_predictions_loss: 339.8589 - logcount_predictions_loss: 0.4718 304/1811 [====>.........................] - ETA: 3:29 - loss: 346.8368 - logits_profile_predictions_loss: 339.8533 - logcount_predictions_loss: 0.4719 305/1811 [====>.........................] - ETA: 3:28 - loss: 346.8311 - logits_profile_predictions_loss: 339.8473 - logcount_predictions_loss: 0.4719 306/1811 [====>.........................] - ETA: 3:28 - loss: 346.8255 - logits_profile_predictions_loss: 339.8416 - logcount_predictions_loss: 0.4719 307/1811 [====>.........................] - ETA: 3:28 - loss: 346.8199 - logits_profile_predictions_loss: 339.8357 - logcount_predictions_loss: 0.4719 308/1811 [====>.........................] - ETA: 3:28 - loss: 346.8148 - 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[==============================] - ETA: 0s - loss: 345.4756 - logits_profile_predictions_loss: 338.4795 - logcount_predictions_loss: 0.4727 1811/1811 [==============================] - 262s 145ms/step - loss: 345.4752 - logits_profile_predictions_loss: 338.4791 - logcount_predictions_loss: 0.4727 - val_loss: 366.8037 - val_logits_profile_predictions_loss: 359.7399 - val_logcount_predictions_loss: 0.4773 Epoch 00006: val_loss improved from 367.44763 to 366.80374, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR063UNG//chrombpnet_model_feb15_fold_2/chrombpnet.h5 Epoch 7/50 1/1811 [..............................] - ETA: 4:40 - loss: 368.4204 - logits_profile_predictions_loss: 362.9614 - logcount_predictions_loss: 0.3689 2/1811 [..............................] - ETA: 4:24 - loss: 361.3174 - logits_profile_predictions_loss: 355.7871 - logcount_predictions_loss: 0.3737 3/1811 [..............................] - ETA: 4:17 - loss: 355.1616 - 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[..............................] - ETA: 4:11 - loss: 349.1674 - logits_profile_predictions_loss: 343.1491 - logcount_predictions_loss: 0.4066 11/1811 [..............................] - ETA: 4:11 - loss: 348.6695 - logits_profile_predictions_loss: 342.6189 - logcount_predictions_loss: 0.4088 12/1811 [..............................] - ETA: 4:10 - loss: 348.4468 - logits_profile_predictions_loss: 342.3617 - logcount_predictions_loss: 0.4112 13/1811 [..............................] - ETA: 4:10 - loss: 348.3661 - logits_profile_predictions_loss: 342.2434 - logcount_predictions_loss: 0.4137 14/1811 [..............................] - ETA: 4:10 - loss: 348.2660 - logits_profile_predictions_loss: 342.1138 - logcount_predictions_loss: 0.4157 15/1811 [..............................] - ETA: 4:10 - loss: 348.0808 - logits_profile_predictions_loss: 341.9069 - logcount_predictions_loss: 0.4172 16/1811 [..............................] - ETA: 4:10 - loss: 347.8852 - logits_profile_predictions_loss: 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30/1811 [..............................] - ETA: 4:07 - loss: 345.6053 - logits_profile_predictions_loss: 339.2480 - logcount_predictions_loss: 0.4295 31/1811 [..............................] - ETA: 4:07 - loss: 345.5785 - logits_profile_predictions_loss: 339.2153 - logcount_predictions_loss: 0.4299 32/1811 [..............................] - ETA: 4:07 - loss: 345.5680 - logits_profile_predictions_loss: 339.1994 - logcount_predictions_loss: 0.4303 33/1811 [..............................] - ETA: 4:07 - loss: 345.5504 - logits_profile_predictions_loss: 339.1774 - logcount_predictions_loss: 0.4306 34/1811 [..............................] - ETA: 4:07 - loss: 345.5216 - logits_profile_predictions_loss: 339.1442 - logcount_predictions_loss: 0.4309 35/1811 [..............................] - ETA: 4:06 - loss: 345.5174 - logits_profile_predictions_loss: 339.1364 - logcount_predictions_loss: 0.4311 36/1811 [..............................] - ETA: 4:06 - loss: 345.5244 - 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loss: 345.3700 - logits_profile_predictions_loss: 338.9318 - logcount_predictions_loss: 0.4350 57/1811 [..............................] - ETA: 4:03 - loss: 345.3804 - logits_profile_predictions_loss: 338.9386 - logcount_predictions_loss: 0.4353 58/1811 [..............................] - ETA: 4:03 - loss: 345.3872 - logits_profile_predictions_loss: 338.9419 - logcount_predictions_loss: 0.4355 59/1811 [..............................] - ETA: 4:03 - loss: 345.3856 - logits_profile_predictions_loss: 338.9368 - logcount_predictions_loss: 0.4357 60/1811 [..............................] - ETA: 4:03 - loss: 345.3642 - logits_profile_predictions_loss: 338.9123 - logcount_predictions_loss: 0.4359 61/1811 [>.............................] - ETA: 4:03 - loss: 345.3414 - logits_profile_predictions_loss: 338.8872 - logcount_predictions_loss: 0.4361 62/1811 [>.............................] - ETA: 4:02 - loss: 345.3274 - logits_profile_predictions_loss: 338.8708 - logcount_predictions_loss: 0.4363 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logits_profile_predictions_loss: 337.6179 - logcount_predictions_loss: 0.4439 207/1811 [==>...........................] - ETA: 3:42 - loss: 344.1795 - logits_profile_predictions_loss: 337.6094 - logcount_predictions_loss: 0.4439 208/1811 [==>...........................] - ETA: 3:42 - loss: 344.1715 - logits_profile_predictions_loss: 337.6010 - logcount_predictions_loss: 0.4440 209/1811 [==>...........................] - ETA: 3:42 - loss: 344.1632 - logits_profile_predictions_loss: 337.5923 - logcount_predictions_loss: 0.4440 210/1811 [==>...........................] - ETA: 3:42 - loss: 344.1546 - logits_profile_predictions_loss: 337.5832 - logcount_predictions_loss: 0.4440 211/1811 [==>...........................] - ETA: 3:42 - loss: 344.1452 - logits_profile_predictions_loss: 337.5735 - logcount_predictions_loss: 0.4440 212/1811 [==>...........................] - ETA: 3:42 - loss: 344.1361 - logits_profile_predictions_loss: 337.5640 - logcount_predictions_loss: 0.4441 213/1811 [==>...........................] - ETA: 3:41 - loss: 344.1267 - logits_profile_predictions_loss: 337.5542 - logcount_predictions_loss: 0.4441 214/1811 [==>...........................] - ETA: 3:41 - loss: 344.1176 - logits_profile_predictions_loss: 337.5447 - logcount_predictions_loss: 0.4441 215/1811 [==>...........................] - ETA: 3:41 - loss: 344.1090 - logits_profile_predictions_loss: 337.5357 - logcount_predictions_loss: 0.4441 216/1811 [==>...........................] - ETA: 3:41 - loss: 344.1000 - logits_profile_predictions_loss: 337.5264 - logcount_predictions_loss: 0.4442 217/1811 [==>...........................] - ETA: 3:41 - loss: 344.0912 - logits_profile_predictions_loss: 337.5173 - logcount_predictions_loss: 0.4442 218/1811 [==>...........................] - ETA: 3:41 - loss: 344.0819 - logits_profile_predictions_loss: 337.5077 - logcount_predictions_loss: 0.4442 219/1811 [==>...........................] - ETA: 3:41 - loss: 344.0725 - logits_profile_predictions_loss: 337.4980 - logcount_predictions_loss: 0.4442 220/1811 [==>...........................] - ETA: 3:40 - loss: 344.0638 - logits_profile_predictions_loss: 337.4891 - logcount_predictions_loss: 0.4442 221/1811 [==>...........................] - ETA: 3:40 - loss: 344.0552 - logits_profile_predictions_loss: 337.4802 - logcount_predictions_loss: 0.4442 222/1811 [==>...........................] - ETA: 3:40 - loss: 344.0463 - logits_profile_predictions_loss: 337.4712 - logcount_predictions_loss: 0.4443 223/1811 [==>...........................] - ETA: 3:40 - loss: 344.0376 - logits_profile_predictions_loss: 337.4622 - logcount_predictions_loss: 0.4443 224/1811 [==>...........................] - ETA: 3:40 - loss: 344.0284 - logits_profile_predictions_loss: 337.4528 - logcount_predictions_loss: 0.4443 225/1811 [==>...........................] - ETA: 3:40 - loss: 344.0188 - logits_profile_predictions_loss: 337.4430 - logcount_predictions_loss: 0.4443 226/1811 [==>...........................] - ETA: 3:40 - loss: 344.0089 - logits_profile_predictions_loss: 337.4329 - logcount_predictions_loss: 0.4443 227/1811 [==>...........................] - ETA: 3:39 - loss: 343.9996 - logits_profile_predictions_loss: 337.4234 - logcount_predictions_loss: 0.4443 228/1811 [==>...........................] - ETA: 3:39 - loss: 343.9901 - logits_profile_predictions_loss: 337.4137 - logcount_predictions_loss: 0.4443 229/1811 [==>...........................] - ETA: 3:39 - loss: 343.9803 - logits_profile_predictions_loss: 337.4036 - logcount_predictions_loss: 0.4444 230/1811 [==>...........................] - ETA: 3:39 - loss: 343.9709 - logits_profile_predictions_loss: 337.3941 - logcount_predictions_loss: 0.4444 231/1811 [==>...........................] - ETA: 3:39 - loss: 343.9614 - logits_profile_predictions_loss: 337.3844 - logcount_predictions_loss: 0.4444 232/1811 [==>...........................] - ETA: 3:39 - loss: 343.9518 - logits_profile_predictions_loss: 337.3745 - logcount_predictions_loss: 0.4444 233/1811 [==>...........................] - ETA: 3:39 - loss: 343.9421 - logits_profile_predictions_loss: 337.3645 - logcount_predictions_loss: 0.4444 234/1811 [==>...........................] - ETA: 3:38 - loss: 343.9326 - logits_profile_predictions_loss: 337.3548 - logcount_predictions_loss: 0.4444 235/1811 [==>...........................] - ETA: 3:38 - loss: 343.9229 - logits_profile_predictions_loss: 337.3448 - logcount_predictions_loss: 0.4445 236/1811 [==>...........................] - ETA: 3:38 - loss: 343.9141 - logits_profile_predictions_loss: 337.3357 - logcount_predictions_loss: 0.4445 237/1811 [==>...........................] - ETA: 3:38 - loss: 343.9053 - logits_profile_predictions_loss: 337.3267 - logcount_predictions_loss: 0.4445 238/1811 [==>...........................] - ETA: 3:38 - loss: 343.8971 - logits_profile_predictions_loss: 337.3183 - logcount_predictions_loss: 0.4445 239/1811 [==>...........................] - ETA: 3:38 - loss: 343.8893 - logits_profile_predictions_loss: 337.3103 - logcount_predictions_loss: 0.4445 240/1811 [==>...........................] - ETA: 3:38 - loss: 343.8818 - logits_profile_predictions_loss: 337.3025 - logcount_predictions_loss: 0.4445 241/1811 [==>...........................] - ETA: 3:38 - loss: 343.8744 - logits_profile_predictions_loss: 337.2949 - logcount_predictions_loss: 0.4446 242/1811 [===>..........................] - ETA: 3:37 - loss: 343.8666 - logits_profile_predictions_loss: 337.2868 - logcount_predictions_loss: 0.4446 243/1811 [===>..........................] - ETA: 3:37 - loss: 343.8591 - logits_profile_predictions_loss: 337.2790 - logcount_predictions_loss: 0.4446 244/1811 [===>..........................] - ETA: 3:37 - loss: 343.8522 - logits_profile_predictions_loss: 337.2718 - logcount_predictions_loss: 0.4446 245/1811 [===>..........................] - ETA: 3:37 - loss: 343.8461 - logits_profile_predictions_loss: 337.2655 - logcount_predictions_loss: 0.4446 246/1811 [===>..........................] - ETA: 3:37 - loss: 343.8397 - logits_profile_predictions_loss: 337.2588 - logcount_predictions_loss: 0.4446 247/1811 [===>..........................] - ETA: 3:37 - loss: 343.8337 - logits_profile_predictions_loss: 337.2526 - logcount_predictions_loss: 0.4447 248/1811 [===>..........................] - ETA: 3:37 - loss: 343.8276 - logits_profile_predictions_loss: 337.2463 - logcount_predictions_loss: 0.4447 249/1811 [===>..........................] - ETA: 3:36 - loss: 343.8211 - logits_profile_predictions_loss: 337.2396 - logcount_predictions_loss: 0.4447 250/1811 [===>..........................] - ETA: 3:36 - loss: 343.8142 - logits_profile_predictions_loss: 337.2325 - logcount_predictions_loss: 0.4447 251/1811 [===>..........................] - ETA: 3:36 - loss: 343.8072 - logits_profile_predictions_loss: 337.2253 - logcount_predictions_loss: 0.4447 252/1811 [===>..........................] - ETA: 3:36 - loss: 343.8005 - logits_profile_predictions_loss: 337.2184 - logcount_predictions_loss: 0.4447 253/1811 [===>..........................] - ETA: 3:36 - loss: 343.7941 - logits_profile_predictions_loss: 337.2117 - logcount_predictions_loss: 0.4447 254/1811 [===>..........................] - ETA: 3:36 - loss: 343.7876 - logits_profile_predictions_loss: 337.2051 - logcount_predictions_loss: 0.4448 255/1811 [===>..........................] - ETA: 3:36 - loss: 343.7817 - logits_profile_predictions_loss: 337.1990 - logcount_predictions_loss: 0.4448 256/1811 [===>..........................] - ETA: 3:35 - loss: 343.7757 - logits_profile_predictions_loss: 337.1929 - logcount_predictions_loss: 0.4448 257/1811 [===>..........................] - ETA: 3:35 - loss: 343.7694 - logits_profile_predictions_loss: 337.1864 - logcount_predictions_loss: 0.4448 258/1811 [===>..........................] - ETA: 3:35 - loss: 343.7632 - logits_profile_predictions_loss: 337.1801 - logcount_predictions_loss: 0.4448 259/1811 [===>..........................] - ETA: 3:35 - loss: 343.7566 - logits_profile_predictions_loss: 337.1732 - logcount_predictions_loss: 0.4448 260/1811 [===>..........................] - ETA: 3:35 - loss: 343.7508 - logits_profile_predictions_loss: 337.1673 - logcount_predictions_loss: 0.4448 261/1811 [===>..........................] - ETA: 3:35 - loss: 343.7450 - logits_profile_predictions_loss: 337.1614 - logcount_predictions_loss: 0.4448 262/1811 [===>..........................] - ETA: 3:35 - loss: 343.7392 - logits_profile_predictions_loss: 337.1555 - logcount_predictions_loss: 0.4448 263/1811 [===>..........................] - ETA: 3:34 - loss: 343.7331 - logits_profile_predictions_loss: 337.1492 - logcount_predictions_loss: 0.4449 264/1811 [===>..........................] - ETA: 3:34 - loss: 343.7270 - logits_profile_predictions_loss: 337.1430 - logcount_predictions_loss: 0.4449 265/1811 [===>..........................] - ETA: 3:34 - loss: 343.7207 - logits_profile_predictions_loss: 337.1366 - logcount_predictions_loss: 0.4449 266/1811 [===>..........................] - ETA: 3:34 - loss: 343.7143 - logits_profile_predictions_loss: 337.1301 - logcount_predictions_loss: 0.4449 267/1811 [===>..........................] - ETA: 3:34 - loss: 343.7078 - logits_profile_predictions_loss: 337.1235 - logcount_predictions_loss: 0.4449 268/1811 [===>..........................] - ETA: 3:34 - loss: 343.7013 - logits_profile_predictions_loss: 337.1169 - logcount_predictions_loss: 0.4449 269/1811 [===>..........................] - ETA: 3:34 - loss: 343.6945 - logits_profile_predictions_loss: 337.1102 - logcount_predictions_loss: 0.4449 270/1811 [===>..........................] - ETA: 3:34 - loss: 343.6877 - logits_profile_predictions_loss: 337.1033 - logcount_predictions_loss: 0.4449 271/1811 [===>..........................] - ETA: 3:33 - loss: 343.6810 - logits_profile_predictions_loss: 337.0966 - logcount_predictions_loss: 0.4449 272/1811 [===>..........................] - ETA: 3:33 - loss: 343.6740 - logits_profile_predictions_loss: 337.0895 - logcount_predictions_loss: 0.4449 273/1811 [===>..........................] - ETA: 3:33 - loss: 343.6668 - logits_profile_predictions_loss: 337.0823 - logcount_predictions_loss: 0.4449 274/1811 [===>..........................] - ETA: 3:33 - loss: 343.6593 - logits_profile_predictions_loss: 337.0746 - logcount_predictions_loss: 0.4449 275/1811 [===>..........................] - ETA: 3:33 - loss: 343.6517 - logits_profile_predictions_loss: 337.0670 - logcount_predictions_loss: 0.4449 276/1811 [===>..........................] - ETA: 3:33 - loss: 343.6445 - logits_profile_predictions_loss: 337.0597 - logcount_predictions_loss: 0.4449 277/1811 [===>..........................] - ETA: 3:33 - loss: 343.6374 - logits_profile_predictions_loss: 337.0526 - logcount_predictions_loss: 0.4449 278/1811 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logits_profile_predictions_loss: 337.0054 - logcount_predictions_loss: 0.4449 285/1811 [===>..........................] - ETA: 3:31 - loss: 343.5837 - logits_profile_predictions_loss: 336.9989 - logcount_predictions_loss: 0.4449 286/1811 [===>..........................] - ETA: 3:31 - loss: 343.5775 - logits_profile_predictions_loss: 336.9927 - logcount_predictions_loss: 0.4449 287/1811 [===>..........................] - ETA: 3:31 - loss: 343.5714 - logits_profile_predictions_loss: 336.9866 - logcount_predictions_loss: 0.4449 288/1811 [===>..........................] - ETA: 3:31 - loss: 343.5656 - logits_profile_predictions_loss: 336.9807 - logcount_predictions_loss: 0.4449 289/1811 [===>..........................] - ETA: 3:31 - loss: 343.5596 - logits_profile_predictions_loss: 336.9748 - logcount_predictions_loss: 0.4449 290/1811 [===>..........................] - ETA: 3:31 - loss: 343.5538 - logits_profile_predictions_loss: 336.9689 - logcount_predictions_loss: 0.4449 291/1811 [===>..........................] - ETA: 3:31 - loss: 343.5473 - logits_profile_predictions_loss: 336.9624 - logcount_predictions_loss: 0.4449 292/1811 [===>..........................] - ETA: 3:30 - loss: 343.5402 - logits_profile_predictions_loss: 336.9553 - logcount_predictions_loss: 0.4449 293/1811 [===>..........................] - ETA: 3:30 - loss: 343.5337 - logits_profile_predictions_loss: 336.9488 - logcount_predictions_loss: 0.4449 294/1811 [===>..........................] - ETA: 3:30 - loss: 343.5272 - logits_profile_predictions_loss: 336.9422 - logcount_predictions_loss: 0.4449 295/1811 [===>..........................] - ETA: 3:30 - loss: 343.5202 - logits_profile_predictions_loss: 336.9352 - logcount_predictions_loss: 0.4449 296/1811 [===>..........................] - ETA: 3:30 - loss: 343.5130 - logits_profile_predictions_loss: 336.9280 - logcount_predictions_loss: 0.4449 297/1811 [===>..........................] - ETA: 3:30 - loss: 343.5061 - logits_profile_predictions_loss: 336.9210 - logcount_predictions_loss: 0.4449 298/1811 [===>..........................] - ETA: 3:30 - loss: 343.4989 - logits_profile_predictions_loss: 336.9138 - logcount_predictions_loss: 0.4449 299/1811 [===>..........................] - ETA: 3:29 - loss: 343.4920 - logits_profile_predictions_loss: 336.9069 - logcount_predictions_loss: 0.4449 300/1811 [===>..........................] - ETA: 3:29 - loss: 343.4851 - logits_profile_predictions_loss: 336.8999 - logcount_predictions_loss: 0.4449 301/1811 [===>..........................] - ETA: 3:29 - loss: 343.4783 - logits_profile_predictions_loss: 336.8932 - logcount_predictions_loss: 0.4449 302/1811 [====>.........................] - ETA: 3:29 - loss: 343.4716 - logits_profile_predictions_loss: 336.8866 - logcount_predictions_loss: 0.4449 303/1811 [====>.........................] - ETA: 3:29 - loss: 343.4653 - logits_profile_predictions_loss: 336.8802 - logcount_predictions_loss: 0.4449 304/1811 [====>.........................] - ETA: 3:29 - loss: 343.4591 - logits_profile_predictions_loss: 336.8741 - logcount_predictions_loss: 0.4449 305/1811 [====>.........................] - ETA: 3:29 - loss: 343.4528 - logits_profile_predictions_loss: 336.8678 - logcount_predictions_loss: 0.4449 306/1811 [====>.........................] - ETA: 3:28 - loss: 343.4468 - logits_profile_predictions_loss: 336.8618 - logcount_predictions_loss: 0.4449 307/1811 [====>.........................] - ETA: 3:28 - loss: 343.4406 - logits_profile_predictions_loss: 336.8557 - logcount_predictions_loss: 0.4449 308/1811 [====>.........................] - ETA: 3:28 - loss: 343.4346 - logits_profile_predictions_loss: 336.8497 - logcount_predictions_loss: 0.4449 309/1811 [====>.........................] - ETA: 3:28 - loss: 343.4286 - logits_profile_predictions_loss: 336.8438 - logcount_predictions_loss: 0.4449 310/1811 [====>.........................] - ETA: 3:28 - loss: 343.4225 - logits_profile_predictions_loss: 336.8377 - logcount_predictions_loss: 0.4449 311/1811 [====>.........................] - ETA: 3:28 - loss: 343.4162 - logits_profile_predictions_loss: 336.8314 - logcount_predictions_loss: 0.4449 312/1811 [====>.........................] - ETA: 3:28 - loss: 343.4100 - logits_profile_predictions_loss: 336.8253 - logcount_predictions_loss: 0.4449 313/1811 [====>.........................] - ETA: 3:27 - loss: 343.4039 - logits_profile_predictions_loss: 336.8192 - logcount_predictions_loss: 0.4449 314/1811 [====>.........................] - ETA: 3:27 - loss: 343.3975 - logits_profile_predictions_loss: 336.8128 - logcount_predictions_loss: 0.4449 315/1811 [====>.........................] - ETA: 3:27 - loss: 343.3909 - logits_profile_predictions_loss: 336.8062 - logcount_predictions_loss: 0.4449 316/1811 [====>.........................] - ETA: 3:27 - loss: 343.3842 - logits_profile_predictions_loss: 336.7995 - logcount_predictions_loss: 0.4449 317/1811 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logits_profile_predictions_loss: 336.7548 - logcount_predictions_loss: 0.4449 324/1811 [====>.........................] - ETA: 3:26 - loss: 343.3336 - logits_profile_predictions_loss: 336.7491 - logcount_predictions_loss: 0.4449 325/1811 [====>.........................] - ETA: 3:26 - loss: 343.3280 - logits_profile_predictions_loss: 336.7435 - logcount_predictions_loss: 0.4449 326/1811 [====>.........................] - ETA: 3:26 - loss: 343.3222 - logits_profile_predictions_loss: 336.7377 - logcount_predictions_loss: 0.4449 327/1811 [====>.........................] - ETA: 3:26 - loss: 343.3166 - logits_profile_predictions_loss: 336.7321 - logcount_predictions_loss: 0.4449 328/1811 [====>.........................] - ETA: 3:25 - loss: 343.3110 - logits_profile_predictions_loss: 336.7265 - logcount_predictions_loss: 0.4449 329/1811 [====>.........................] - ETA: 3:25 - loss: 343.3050 - logits_profile_predictions_loss: 336.7205 - logcount_predictions_loss: 0.4449 330/1811 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[=====>........................] - ETA: 3:16 - loss: 343.0309 - logits_profile_predictions_loss: 336.4401 - logcount_predictions_loss: 0.4453 396/1811 [=====>........................] - ETA: 3:16 - loss: 343.0280 - logits_profile_predictions_loss: 336.4371 - logcount_predictions_loss: 0.4453 397/1811 [=====>........................] - ETA: 3:16 - loss: 343.0252 - logits_profile_predictions_loss: 336.4341 - logcount_predictions_loss: 0.4453 398/1811 [=====>........................] - ETA: 3:16 - loss: 343.0222 - logits_profile_predictions_loss: 336.4311 - logcount_predictions_loss: 0.4453 399/1811 [=====>........................] - ETA: 3:16 - loss: 343.0194 - logits_profile_predictions_loss: 336.4281 - logcount_predictions_loss: 0.4453 400/1811 [=====>........................] - ETA: 3:15 - loss: 343.0166 - logits_profile_predictions_loss: 336.4253 - logcount_predictions_loss: 0.4454 401/1811 [=====>........................] - ETA: 3:15 - loss: 343.0141 - 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[===========================>..] - ETA: 10s - loss: 342.5577 - logits_profile_predictions_loss: 335.9863 - logcount_predictions_loss: 0.4440 1735/1811 [===========================>..] - ETA: 10s - loss: 342.5578 - logits_profile_predictions_loss: 335.9865 - logcount_predictions_loss: 0.4440 1736/1811 [===========================>..] - ETA: 10s - loss: 342.5579 - logits_profile_predictions_loss: 335.9866 - logcount_predictions_loss: 0.4440 1737/1811 [===========================>..] - ETA: 10s - loss: 342.5580 - logits_profile_predictions_loss: 335.9867 - logcount_predictions_loss: 0.4440 1738/1811 [===========================>..] - ETA: 10s - loss: 342.5581 - logits_profile_predictions_loss: 335.9868 - logcount_predictions_loss: 0.4440 1739/1811 [===========================>..] - ETA: 9s - loss: 342.5582 - logits_profile_predictions_loss: 335.9869 - logcount_predictions_loss: 0.4440  1740/1811 [===========================>..] - ETA: 9s - loss: 342.5583 - logits_profile_predictions_loss: 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[============================>.] - ETA: 1s - loss: 342.5661 - logits_profile_predictions_loss: 335.9955 - logcount_predictions_loss: 0.4440 1801/1811 [============================>.] - ETA: 1s - loss: 342.5661 - logits_profile_predictions_loss: 335.9956 - logcount_predictions_loss: 0.4440 1802/1811 [============================>.] - ETA: 1s - loss: 342.5662 - logits_profile_predictions_loss: 335.9957 - logcount_predictions_loss: 0.4440 1803/1811 [============================>.] - ETA: 1s - loss: 342.5663 - logits_profile_predictions_loss: 335.9957 - logcount_predictions_loss: 0.4440 1804/1811 [============================>.] - ETA: 0s - loss: 342.5664 - logits_profile_predictions_loss: 335.9958 - logcount_predictions_loss: 0.4440 1805/1811 [============================>.] - ETA: 0s - loss: 342.5665 - logits_profile_predictions_loss: 335.9959 - logcount_predictions_loss: 0.4440 1806/1811 [============================>.] - ETA: 0s - loss: 342.5666 - logits_profile_predictions_loss: 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val_logits_profile_predictions_loss: 359.2869 - val_logcount_predictions_loss: 0.4744 Epoch 00007: val_loss improved from 366.80374 to 366.30872, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR063UNG//chrombpnet_model_feb15_fold_2/chrombpnet.h5 Epoch 8/50 1/1811 [..............................] - ETA: 4:40 - loss: 331.5815 - logits_profile_predictions_loss: 324.2089 - logcount_predictions_loss: 0.4982 2/1811 [..............................] - ETA: 4:22 - loss: 331.6476 - logits_profile_predictions_loss: 325.0560 - logcount_predictions_loss: 0.4454 3/1811 [..............................] - ETA: 4:16 - loss: 338.0897 - logits_profile_predictions_loss: 331.8873 - logcount_predictions_loss: 0.4191 4/1811 [..............................] - ETA: 4:14 - loss: 339.9621 - logits_profile_predictions_loss: 334.0326 - logcount_predictions_loss: 0.4006 5/1811 [..............................] - ETA: 4:13 - loss: 341.3986 - logits_profile_predictions_loss: 335.6316 - 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- logits_profile_predictions_loss: 337.5551 - logcount_predictions_loss: 0.3745 13/1811 [..............................] - ETA: 4:10 - loss: 343.1189 - logits_profile_predictions_loss: 337.5821 - logcount_predictions_loss: 0.3741 14/1811 [..............................] - ETA: 4:10 - loss: 343.3112 - logits_profile_predictions_loss: 337.7845 - logcount_predictions_loss: 0.3734 15/1811 [..............................] - ETA: 4:10 - loss: 343.3510 - logits_profile_predictions_loss: 337.8317 - logcount_predictions_loss: 0.3729 16/1811 [..............................] - ETA: 4:09 - loss: 343.3070 - logits_profile_predictions_loss: 337.7985 - logcount_predictions_loss: 0.3722 17/1811 [..............................] - ETA: 4:09 - loss: 343.2907 - logits_profile_predictions_loss: 337.7919 - logcount_predictions_loss: 0.3715 18/1811 [..............................] - ETA: 4:09 - loss: 343.2749 - logits_profile_predictions_loss: 337.7795 - logcount_predictions_loss: 0.3713 19/1811 [..............................] - ETA: 4:09 - loss: 343.2268 - logits_profile_predictions_loss: 337.7377 - logcount_predictions_loss: 0.3709 20/1811 [..............................] - ETA: 4:09 - loss: 343.2143 - logits_profile_predictions_loss: 337.7332 - logcount_predictions_loss: 0.3703 21/1811 [..............................] - ETA: 4:08 - loss: 343.3073 - logits_profile_predictions_loss: 337.8351 - logcount_predictions_loss: 0.3697 22/1811 [..............................] - ETA: 4:08 - loss: 343.2994 - logits_profile_predictions_loss: 337.8344 - logcount_predictions_loss: 0.3693 23/1811 [..............................] - ETA: 4:08 - loss: 343.3099 - logits_profile_predictions_loss: 337.8520 - logcount_predictions_loss: 0.3688 24/1811 [..............................] - ETA: 4:08 - loss: 343.3440 - logits_profile_predictions_loss: 337.8932 - logcount_predictions_loss: 0.3683 25/1811 [..............................] - ETA: 4:08 - loss: 343.4049 - logits_profile_predictions_loss: 337.9617 - logcount_predictions_loss: 0.3678 26/1811 [..............................] - ETA: 4:08 - loss: 343.4723 - logits_profile_predictions_loss: 338.0337 - logcount_predictions_loss: 0.3675 27/1811 [..............................] - ETA: 4:08 - loss: 343.5591 - logits_profile_predictions_loss: 338.1248 - logcount_predictions_loss: 0.3672 28/1811 [..............................] - ETA: 4:07 - loss: 343.6249 - logits_profile_predictions_loss: 338.1909 - logcount_predictions_loss: 0.3672 29/1811 [..............................] - ETA: 4:07 - loss: 343.6554 - logits_profile_predictions_loss: 338.2190 - logcount_predictions_loss: 0.3673 30/1811 [..............................] - ETA: 4:07 - loss: 343.6711 - logits_profile_predictions_loss: 338.2299 - logcount_predictions_loss: 0.3676 31/1811 [..............................] - ETA: 4:07 - loss: 343.7426 - logits_profile_predictions_loss: 338.2962 - logcount_predictions_loss: 0.3680 32/1811 [..............................] - ETA: 4:07 - loss: 343.8002 - logits_profile_predictions_loss: 338.3486 - logcount_predictions_loss: 0.3684 33/1811 [..............................] - ETA: 4:07 - loss: 343.8637 - logits_profile_predictions_loss: 338.4080 - logcount_predictions_loss: 0.3686 34/1811 [..............................] - ETA: 4:06 - loss: 343.8971 - logits_profile_predictions_loss: 338.4378 - logcount_predictions_loss: 0.3689 35/1811 [..............................] - ETA: 4:06 - loss: 343.9513 - logits_profile_predictions_loss: 338.4895 - logcount_predictions_loss: 0.3690 36/1811 [..............................] - ETA: 4:06 - loss: 343.9908 - logits_profile_predictions_loss: 338.5271 - logcount_predictions_loss: 0.3692 37/1811 [..............................] - ETA: 4:06 - loss: 344.0065 - logits_profile_predictions_loss: 338.5414 - logcount_predictions_loss: 0.3693 38/1811 [..............................] - ETA: 4:06 - loss: 344.0203 - logits_profile_predictions_loss: 338.5549 - logcount_predictions_loss: 0.3693 39/1811 [..............................] - ETA: 4:06 - loss: 344.0482 - logits_profile_predictions_loss: 338.5824 - logcount_predictions_loss: 0.3693 40/1811 [..............................] - ETA: 4:05 - loss: 344.0941 - logits_profile_predictions_loss: 338.6284 - logcount_predictions_loss: 0.3693 41/1811 [..............................] - ETA: 4:05 - loss: 344.1520 - logits_profile_predictions_loss: 338.6849 - logcount_predictions_loss: 0.3694 42/1811 [..............................] - ETA: 4:05 - loss: 344.2108 - logits_profile_predictions_loss: 338.7420 - logcount_predictions_loss: 0.3695 43/1811 [..............................] - ETA: 4:05 - loss: 344.2668 - logits_profile_predictions_loss: 338.7966 - logcount_predictions_loss: 0.3696 44/1811 [..............................] - ETA: 4:05 - loss: 344.3256 - logits_profile_predictions_loss: 338.8541 - logcount_predictions_loss: 0.3697 45/1811 [..............................] - ETA: 4:05 - loss: 344.3798 - 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[==>...........................] - ETA: 3:44 - loss: 344.3098 - logits_profile_predictions_loss: 338.4646 - logcount_predictions_loss: 0.3949 197/1811 [==>...........................] - ETA: 3:43 - loss: 344.3026 - logits_profile_predictions_loss: 338.4561 - logcount_predictions_loss: 0.3950 198/1811 [==>...........................] - ETA: 3:43 - loss: 344.2963 - logits_profile_predictions_loss: 338.4483 - logcount_predictions_loss: 0.3951 199/1811 [==>...........................] - ETA: 3:43 - loss: 344.2897 - logits_profile_predictions_loss: 338.4404 - logcount_predictions_loss: 0.3952 200/1811 [==>...........................] - ETA: 3:43 - loss: 344.2829 - logits_profile_predictions_loss: 338.4322 - logcount_predictions_loss: 0.3953 201/1811 [==>...........................] - ETA: 3:43 - loss: 344.2768 - logits_profile_predictions_loss: 338.4248 - logcount_predictions_loss: 0.3954 202/1811 [==>...........................] - ETA: 3:43 - loss: 344.2703 - logits_profile_predictions_loss: 338.4171 - logcount_predictions_loss: 0.3955 203/1811 [==>...........................] - ETA: 3:43 - loss: 344.2642 - logits_profile_predictions_loss: 338.4097 - logcount_predictions_loss: 0.3956 204/1811 [==>...........................] - ETA: 3:43 - loss: 344.2577 - logits_profile_predictions_loss: 338.4019 - logcount_predictions_loss: 0.3957 205/1811 [==>...........................] - ETA: 3:42 - loss: 344.2517 - logits_profile_predictions_loss: 338.3948 - logcount_predictions_loss: 0.3957 206/1811 [==>...........................] - ETA: 3:42 - loss: 344.2457 - logits_profile_predictions_loss: 338.3876 - logcount_predictions_loss: 0.3958 207/1811 [==>...........................] - ETA: 3:42 - loss: 344.2396 - logits_profile_predictions_loss: 338.3803 - logcount_predictions_loss: 0.3959 208/1811 [==>...........................] - ETA: 3:42 - loss: 344.2335 - logits_profile_predictions_loss: 338.3730 - logcount_predictions_loss: 0.3960 209/1811 [==>...........................] - ETA: 3:42 - loss: 344.2271 - logits_profile_predictions_loss: 338.3655 - logcount_predictions_loss: 0.3961 210/1811 [==>...........................] - ETA: 3:42 - loss: 344.2206 - logits_profile_predictions_loss: 338.3578 - logcount_predictions_loss: 0.3961 211/1811 [==>...........................] - ETA: 3:42 - loss: 344.2146 - logits_profile_predictions_loss: 338.3506 - logcount_predictions_loss: 0.3962 212/1811 [==>...........................] - ETA: 3:41 - loss: 344.2081 - logits_profile_predictions_loss: 338.3430 - logcount_predictions_loss: 0.3963 213/1811 [==>...........................] - ETA: 3:41 - loss: 344.2012 - logits_profile_predictions_loss: 338.3350 - logcount_predictions_loss: 0.3964 214/1811 [==>...........................] - ETA: 3:41 - loss: 344.1945 - logits_profile_predictions_loss: 338.3272 - logcount_predictions_loss: 0.3964 215/1811 [==>...........................] - ETA: 3:41 - loss: 344.1888 - logits_profile_predictions_loss: 338.3204 - logcount_predictions_loss: 0.3965 216/1811 [==>...........................] - ETA: 3:41 - loss: 344.1826 - logits_profile_predictions_loss: 338.3133 - logcount_predictions_loss: 0.3966 217/1811 [==>...........................] - ETA: 3:41 - loss: 344.1769 - logits_profile_predictions_loss: 338.3065 - logcount_predictions_loss: 0.3966 218/1811 [==>...........................] - ETA: 3:41 - loss: 344.1710 - logits_profile_predictions_loss: 338.2995 - logcount_predictions_loss: 0.3967 219/1811 [==>...........................] - ETA: 3:40 - loss: 344.1652 - logits_profile_predictions_loss: 338.2926 - logcount_predictions_loss: 0.3968 220/1811 [==>...........................] - ETA: 3:40 - loss: 344.1598 - logits_profile_predictions_loss: 338.2863 - logcount_predictions_loss: 0.3969 221/1811 [==>...........................] - ETA: 3:40 - loss: 344.1535 - logits_profile_predictions_loss: 338.2789 - logcount_predictions_loss: 0.3969 222/1811 [==>...........................] - ETA: 3:40 - loss: 344.1482 - logits_profile_predictions_loss: 338.2726 - logcount_predictions_loss: 0.3970 223/1811 [==>...........................] - ETA: 3:40 - loss: 344.1420 - logits_profile_predictions_loss: 338.2654 - logcount_predictions_loss: 0.3971 224/1811 [==>...........................] - ETA: 3:40 - loss: 344.1360 - logits_profile_predictions_loss: 338.2584 - logcount_predictions_loss: 0.3971 225/1811 [==>...........................] - ETA: 3:40 - loss: 344.1301 - logits_profile_predictions_loss: 338.2515 - logcount_predictions_loss: 0.3972 226/1811 [==>...........................] - ETA: 3:39 - loss: 344.1239 - logits_profile_predictions_loss: 338.2444 - logcount_predictions_loss: 0.3973 227/1811 [==>...........................] - ETA: 3:39 - loss: 344.1173 - logits_profile_predictions_loss: 338.2369 - logcount_predictions_loss: 0.3973 228/1811 [==>...........................] - ETA: 3:39 - loss: 344.1105 - logits_profile_predictions_loss: 338.2292 - logcount_predictions_loss: 0.3974 229/1811 [==>...........................] - ETA: 3:39 - loss: 344.1039 - logits_profile_predictions_loss: 338.2218 - logcount_predictions_loss: 0.3974 230/1811 [==>...........................] - ETA: 3:39 - loss: 344.0970 - logits_profile_predictions_loss: 338.2139 - logcount_predictions_loss: 0.3975 231/1811 [==>...........................] - ETA: 3:39 - loss: 344.0903 - logits_profile_predictions_loss: 338.2064 - logcount_predictions_loss: 0.3976 232/1811 [==>...........................] - ETA: 3:39 - loss: 344.0832 - logits_profile_predictions_loss: 338.1985 - logcount_predictions_loss: 0.3976 233/1811 [==>...........................] - ETA: 3:39 - loss: 344.0759 - logits_profile_predictions_loss: 338.1904 - logcount_predictions_loss: 0.3977 234/1811 [==>...........................] - ETA: 3:38 - loss: 344.0686 - logits_profile_predictions_loss: 338.1823 - logcount_predictions_loss: 0.3977 235/1811 [==>...........................] - ETA: 3:38 - loss: 344.0613 - logits_profile_predictions_loss: 338.1742 - logcount_predictions_loss: 0.3978 236/1811 [==>...........................] - ETA: 3:38 - loss: 344.0544 - logits_profile_predictions_loss: 338.1664 - logcount_predictions_loss: 0.3978 237/1811 [==>...........................] - ETA: 3:38 - loss: 344.0466 - logits_profile_predictions_loss: 338.1577 - logcount_predictions_loss: 0.3979 238/1811 [==>...........................] - ETA: 3:38 - loss: 344.0380 - logits_profile_predictions_loss: 338.1482 - logcount_predictions_loss: 0.3980 239/1811 [==>...........................] - ETA: 3:38 - loss: 344.0292 - logits_profile_predictions_loss: 338.1385 - logcount_predictions_loss: 0.3980 240/1811 [==>...........................] - ETA: 3:38 - loss: 344.0203 - logits_profile_predictions_loss: 338.1287 - logcount_predictions_loss: 0.3981 241/1811 [==>...........................] - ETA: 3:37 - loss: 344.0120 - logits_profile_predictions_loss: 338.1195 - logcount_predictions_loss: 0.3981 242/1811 [===>..........................] - ETA: 3:37 - loss: 344.0032 - logits_profile_predictions_loss: 338.1097 - logcount_predictions_loss: 0.3982 243/1811 [===>..........................] - ETA: 3:37 - loss: 343.9940 - logits_profile_predictions_loss: 338.0996 - logcount_predictions_loss: 0.3983 244/1811 [===>..........................] - ETA: 3:37 - loss: 343.9845 - logits_profile_predictions_loss: 338.0892 - logcount_predictions_loss: 0.3983 245/1811 [===>..........................] - ETA: 3:37 - loss: 343.9751 - logits_profile_predictions_loss: 338.0788 - logcount_predictions_loss: 0.3984 246/1811 [===>..........................] - ETA: 3:37 - loss: 343.9648 - logits_profile_predictions_loss: 338.0677 - logcount_predictions_loss: 0.3985 247/1811 [===>..........................] - ETA: 3:37 - loss: 343.9550 - logits_profile_predictions_loss: 338.0569 - logcount_predictions_loss: 0.3985 248/1811 [===>..........................] - ETA: 3:36 - loss: 343.9449 - logits_profile_predictions_loss: 338.0460 - logcount_predictions_loss: 0.3986 249/1811 [===>..........................] - ETA: 3:36 - loss: 343.9351 - logits_profile_predictions_loss: 338.0353 - logcount_predictions_loss: 0.3986 250/1811 [===>..........................] - ETA: 3:36 - loss: 343.9258 - logits_profile_predictions_loss: 338.0251 - logcount_predictions_loss: 0.3987 251/1811 [===>..........................] - ETA: 3:36 - loss: 343.9163 - logits_profile_predictions_loss: 338.0148 - logcount_predictions_loss: 0.3988 252/1811 [===>..........................] - ETA: 3:36 - loss: 343.9069 - logits_profile_predictions_loss: 338.0045 - logcount_predictions_loss: 0.3988 253/1811 [===>..........................] - ETA: 3:36 - loss: 343.8975 - logits_profile_predictions_loss: 337.9942 - logcount_predictions_loss: 0.3989 254/1811 [===>..........................] - ETA: 3:36 - loss: 343.8876 - logits_profile_predictions_loss: 337.9834 - logcount_predictions_loss: 0.3989 255/1811 [===>..........................] - ETA: 3:35 - loss: 343.8784 - logits_profile_predictions_loss: 337.9734 - logcount_predictions_loss: 0.3990 256/1811 [===>..........................] - ETA: 3:35 - loss: 343.8699 - logits_profile_predictions_loss: 337.9640 - logcount_predictions_loss: 0.3990 257/1811 [===>..........................] - ETA: 3:35 - loss: 343.8616 - logits_profile_predictions_loss: 337.9549 - logcount_predictions_loss: 0.3991 258/1811 [===>..........................] - ETA: 3:35 - loss: 343.8536 - logits_profile_predictions_loss: 337.9460 - logcount_predictions_loss: 0.3992 259/1811 [===>..........................] - ETA: 3:35 - loss: 343.8457 - logits_profile_predictions_loss: 337.9372 - logcount_predictions_loss: 0.3992 260/1811 [===>..........................] - ETA: 3:35 - loss: 343.8378 - logits_profile_predictions_loss: 337.9285 - logcount_predictions_loss: 0.3993 261/1811 [===>..........................] - ETA: 3:35 - loss: 343.8297 - logits_profile_predictions_loss: 337.9196 - logcount_predictions_loss: 0.3993 262/1811 [===>..........................] - ETA: 3:35 - loss: 343.8221 - logits_profile_predictions_loss: 337.9111 - logcount_predictions_loss: 0.3994 263/1811 [===>..........................] - ETA: 3:34 - loss: 343.8142 - logits_profile_predictions_loss: 337.9023 - logcount_predictions_loss: 0.3995 264/1811 [===>..........................] - ETA: 3:34 - loss: 343.8059 - logits_profile_predictions_loss: 337.8932 - logcount_predictions_loss: 0.3995 265/1811 [===>..........................] - ETA: 3:34 - loss: 343.7974 - logits_profile_predictions_loss: 337.8838 - logcount_predictions_loss: 0.3996 266/1811 [===>..........................] - ETA: 3:34 - loss: 343.7892 - logits_profile_predictions_loss: 337.8748 - logcount_predictions_loss: 0.3996 267/1811 [===>..........................] - ETA: 3:34 - loss: 343.7813 - logits_profile_predictions_loss: 337.8660 - logcount_predictions_loss: 0.3997 268/1811 [===>..........................] - ETA: 3:34 - loss: 343.7738 - logits_profile_predictions_loss: 337.8577 - logcount_predictions_loss: 0.3997 269/1811 [===>..........................] - ETA: 3:34 - loss: 343.7660 - logits_profile_predictions_loss: 337.8492 - logcount_predictions_loss: 0.3998 270/1811 [===>..........................] - ETA: 3:33 - loss: 343.7584 - logits_profile_predictions_loss: 337.8407 - logcount_predictions_loss: 0.3998 271/1811 [===>..........................] - ETA: 3:33 - loss: 343.7509 - logits_profile_predictions_loss: 337.8324 - logcount_predictions_loss: 0.3999 272/1811 [===>..........................] - ETA: 3:33 - loss: 343.7432 - logits_profile_predictions_loss: 337.8238 - logcount_predictions_loss: 0.4000 273/1811 [===>..........................] - ETA: 3:33 - loss: 343.7359 - logits_profile_predictions_loss: 337.8158 - logcount_predictions_loss: 0.4000 274/1811 [===>..........................] - ETA: 3:33 - loss: 343.7283 - logits_profile_predictions_loss: 337.8074 - logcount_predictions_loss: 0.4001 275/1811 [===>..........................] - ETA: 3:33 - loss: 343.7210 - logits_profile_predictions_loss: 337.7993 - logcount_predictions_loss: 0.4001 276/1811 [===>..........................] - ETA: 3:33 - loss: 343.7136 - logits_profile_predictions_loss: 337.7913 - logcount_predictions_loss: 0.4002 277/1811 [===>..........................] - ETA: 3:32 - loss: 343.7067 - logits_profile_predictions_loss: 337.7836 - logcount_predictions_loss: 0.4002 278/1811 [===>..........................] - ETA: 3:32 - loss: 343.7006 - logits_profile_predictions_loss: 337.7767 - logcount_predictions_loss: 0.4003 279/1811 [===>..........................] - ETA: 3:32 - loss: 343.6953 - logits_profile_predictions_loss: 337.7705 - logcount_predictions_loss: 0.4003 280/1811 [===>..........................] - ETA: 3:32 - loss: 343.6904 - logits_profile_predictions_loss: 337.7649 - logcount_predictions_loss: 0.4004 281/1811 [===>..........................] - ETA: 3:32 - loss: 343.6855 - logits_profile_predictions_loss: 337.7592 - logcount_predictions_loss: 0.4004 282/1811 [===>..........................] - ETA: 3:32 - loss: 343.6806 - logits_profile_predictions_loss: 337.7535 - logcount_predictions_loss: 0.4005 283/1811 [===>..........................] - ETA: 3:32 - loss: 343.6756 - logits_profile_predictions_loss: 337.7477 - logcount_predictions_loss: 0.4005 284/1811 [===>..........................] - ETA: 3:31 - loss: 343.6704 - logits_profile_predictions_loss: 337.7416 - logcount_predictions_loss: 0.4006 285/1811 [===>..........................] - ETA: 3:31 - loss: 343.6655 - logits_profile_predictions_loss: 337.7358 - logcount_predictions_loss: 0.4007 286/1811 [===>..........................] - ETA: 3:31 - loss: 343.6605 - logits_profile_predictions_loss: 337.7299 - logcount_predictions_loss: 0.4007 287/1811 [===>..........................] - ETA: 3:31 - loss: 343.6554 - logits_profile_predictions_loss: 337.7239 - logcount_predictions_loss: 0.4008 288/1811 [===>..........................] - ETA: 3:31 - loss: 343.6507 - logits_profile_predictions_loss: 337.7183 - logcount_predictions_loss: 0.4008 289/1811 [===>..........................] - ETA: 3:31 - loss: 343.6456 - logits_profile_predictions_loss: 337.7122 - logcount_predictions_loss: 0.4009 290/1811 [===>..........................] - ETA: 3:31 - loss: 343.6401 - logits_profile_predictions_loss: 337.7057 - logcount_predictions_loss: 0.4010 291/1811 [===>..........................] - ETA: 3:30 - loss: 343.6346 - logits_profile_predictions_loss: 337.6993 - logcount_predictions_loss: 0.4010 292/1811 [===>..........................] - ETA: 3:30 - loss: 343.6290 - logits_profile_predictions_loss: 337.6927 - logcount_predictions_loss: 0.4011 293/1811 [===>..........................] - ETA: 3:30 - loss: 343.6232 - logits_profile_predictions_loss: 337.6859 - logcount_predictions_loss: 0.4012 294/1811 [===>..........................] - ETA: 3:30 - loss: 343.6172 - logits_profile_predictions_loss: 337.6789 - logcount_predictions_loss: 0.4012 295/1811 [===>..........................] - ETA: 3:30 - loss: 343.6112 - logits_profile_predictions_loss: 337.6719 - logcount_predictions_loss: 0.4013 296/1811 [===>..........................] - ETA: 3:30 - loss: 343.6054 - logits_profile_predictions_loss: 337.6650 - logcount_predictions_loss: 0.4014 297/1811 [===>..........................] - ETA: 3:30 - loss: 343.5994 - logits_profile_predictions_loss: 337.6580 - logcount_predictions_loss: 0.4014 298/1811 [===>..........................] - ETA: 3:30 - loss: 343.5937 - logits_profile_predictions_loss: 337.6513 - logcount_predictions_loss: 0.4015 299/1811 [===>..........................] - ETA: 3:29 - loss: 343.5884 - logits_profile_predictions_loss: 337.6450 - logcount_predictions_loss: 0.4016 300/1811 [===>..........................] - ETA: 3:29 - loss: 343.5832 - logits_profile_predictions_loss: 337.6389 - logcount_predictions_loss: 0.4016 301/1811 [===>..........................] - ETA: 3:29 - loss: 343.5782 - logits_profile_predictions_loss: 337.6329 - logcount_predictions_loss: 0.4017 302/1811 [====>.........................] - ETA: 3:29 - loss: 343.5731 - logits_profile_predictions_loss: 337.6270 - logcount_predictions_loss: 0.4018 303/1811 [====>.........................] - ETA: 3:29 - loss: 343.5680 - logits_profile_predictions_loss: 337.6209 - logcount_predictions_loss: 0.4018 304/1811 [====>.........................] - ETA: 3:29 - loss: 343.5628 - logits_profile_predictions_loss: 337.6149 - logcount_predictions_loss: 0.4019 305/1811 [====>.........................] - ETA: 3:29 - loss: 343.5577 - logits_profile_predictions_loss: 337.6088 - logcount_predictions_loss: 0.4019 306/1811 [====>.........................] - ETA: 3:28 - loss: 343.5526 - logits_profile_predictions_loss: 337.6029 - logcount_predictions_loss: 0.4020 307/1811 [====>.........................] - ETA: 3:28 - loss: 343.5478 - logits_profile_predictions_loss: 337.5972 - logcount_predictions_loss: 0.4021 308/1811 [====>.........................] - ETA: 3:28 - loss: 343.5431 - logits_profile_predictions_loss: 337.5917 - logcount_predictions_loss: 0.4021 309/1811 [====>.........................] - ETA: 3:28 - loss: 343.5386 - logits_profile_predictions_loss: 337.5863 - logcount_predictions_loss: 0.4022 310/1811 [====>.........................] - ETA: 3:28 - loss: 343.5343 - logits_profile_predictions_loss: 337.5812 - logcount_predictions_loss: 0.4022 311/1811 [====>.........................] - ETA: 3:28 - loss: 343.5302 - logits_profile_predictions_loss: 337.5762 - logcount_predictions_loss: 0.4023 312/1811 [====>.........................] - ETA: 3:28 - loss: 343.5255 - logits_profile_predictions_loss: 337.5707 - logcount_predictions_loss: 0.4024 313/1811 [====>.........................] - ETA: 3:27 - loss: 343.5207 - logits_profile_predictions_loss: 337.5650 - logcount_predictions_loss: 0.4024 314/1811 [====>.........................] - ETA: 3:27 - loss: 343.5161 - logits_profile_predictions_loss: 337.5596 - logcount_predictions_loss: 0.4025 315/1811 [====>.........................] - ETA: 3:27 - loss: 343.5113 - logits_profile_predictions_loss: 337.5540 - logcount_predictions_loss: 0.4025 316/1811 [====>.........................] - ETA: 3:27 - loss: 343.5062 - logits_profile_predictions_loss: 337.5481 - logcount_predictions_loss: 0.4026 317/1811 [====>.........................] - ETA: 3:27 - loss: 343.5015 - logits_profile_predictions_loss: 337.5426 - logcount_predictions_loss: 0.4026 318/1811 [====>.........................] - ETA: 3:27 - loss: 343.4971 - logits_profile_predictions_loss: 337.5374 - logcount_predictions_loss: 0.4027 319/1811 [====>.........................] - ETA: 3:27 - loss: 343.4930 - logits_profile_predictions_loss: 337.5325 - logcount_predictions_loss: 0.4027 320/1811 [====>.........................] - ETA: 3:26 - loss: 343.4888 - logits_profile_predictions_loss: 337.5274 - logcount_predictions_loss: 0.4028 321/1811 [====>.........................] - ETA: 3:26 - loss: 343.4849 - logits_profile_predictions_loss: 337.5228 - logcount_predictions_loss: 0.4028 322/1811 [====>.........................] - ETA: 3:26 - loss: 343.4808 - logits_profile_predictions_loss: 337.5178 - logcount_predictions_loss: 0.4029 323/1811 [====>.........................] - ETA: 3:26 - loss: 343.4771 - logits_profile_predictions_loss: 337.5133 - logcount_predictions_loss: 0.4030 324/1811 [====>.........................] - ETA: 3:26 - loss: 343.4734 - logits_profile_predictions_loss: 337.5088 - logcount_predictions_loss: 0.4030 325/1811 [====>.........................] - ETA: 3:26 - loss: 343.4697 - logits_profile_predictions_loss: 337.5044 - logcount_predictions_loss: 0.4031 326/1811 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[====>.........................] - ETA: 3:22 - loss: 343.3915 - logits_profile_predictions_loss: 337.4070 - logcount_predictions_loss: 0.4044 353/1811 [====>.........................] - ETA: 3:22 - loss: 343.3888 - logits_profile_predictions_loss: 337.4037 - logcount_predictions_loss: 0.4044 354/1811 [====>.........................] - ETA: 3:22 - loss: 343.3862 - logits_profile_predictions_loss: 337.4005 - logcount_predictions_loss: 0.4044 355/1811 [====>.........................] - ETA: 3:22 - loss: 343.3833 - logits_profile_predictions_loss: 337.3970 - logcount_predictions_loss: 0.4045 356/1811 [====>.........................] - ETA: 3:22 - loss: 343.3802 - logits_profile_predictions_loss: 337.3933 - logcount_predictions_loss: 0.4045 357/1811 [====>.........................] - ETA: 3:21 - loss: 343.3772 - logits_profile_predictions_loss: 337.3897 - logcount_predictions_loss: 0.4046 358/1811 [====>.........................] - ETA: 3:21 - loss: 343.3740 - 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[=====>........................] - ETA: 3:17 - loss: 343.2923 - logits_profile_predictions_loss: 337.2848 - logcount_predictions_loss: 0.4059 392/1811 [=====>........................] - ETA: 3:17 - loss: 343.2895 - logits_profile_predictions_loss: 337.2814 - logcount_predictions_loss: 0.4059 393/1811 [=====>........................] - ETA: 3:16 - loss: 343.2866 - logits_profile_predictions_loss: 337.2779 - logcount_predictions_loss: 0.4060 394/1811 [=====>........................] - ETA: 3:16 - loss: 343.2836 - logits_profile_predictions_loss: 337.2744 - logcount_predictions_loss: 0.4060 395/1811 [=====>........................] - ETA: 3:16 - loss: 343.2807 - logits_profile_predictions_loss: 337.2710 - logcount_predictions_loss: 0.4061 396/1811 [=====>........................] - ETA: 3:16 - loss: 343.2779 - logits_profile_predictions_loss: 337.2676 - logcount_predictions_loss: 0.4061 397/1811 [=====>........................] - ETA: 3:16 - loss: 343.2748 - 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[=====>........................] - ETA: 3:15 - loss: 343.2539 - logits_profile_predictions_loss: 337.2392 - logcount_predictions_loss: 0.4064 405/1811 [=====>........................] - ETA: 3:15 - loss: 343.2508 - logits_profile_predictions_loss: 337.2356 - logcount_predictions_loss: 0.4064 406/1811 [=====>........................] - ETA: 3:15 - loss: 343.2478 - logits_profile_predictions_loss: 337.2320 - logcount_predictions_loss: 0.4065 407/1811 [=====>........................] - ETA: 3:14 - loss: 343.2448 - logits_profile_predictions_loss: 337.2284 - logcount_predictions_loss: 0.4065 408/1811 [=====>........................] - ETA: 3:14 - loss: 343.2418 - logits_profile_predictions_loss: 337.2249 - logcount_predictions_loss: 0.4065 409/1811 [=====>........................] - ETA: 3:14 - loss: 343.2388 - logits_profile_predictions_loss: 337.2213 - logcount_predictions_loss: 0.4066 410/1811 [=====>........................] - ETA: 3:14 - loss: 343.2357 - 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[=====>........................] - ETA: 3:13 - loss: 343.2148 - logits_profile_predictions_loss: 337.1929 - logcount_predictions_loss: 0.4069 418/1811 [=====>........................] - ETA: 3:13 - loss: 343.2122 - logits_profile_predictions_loss: 337.1896 - logcount_predictions_loss: 0.4069 419/1811 [=====>........................] - ETA: 3:13 - loss: 343.2098 - logits_profile_predictions_loss: 337.1866 - logcount_predictions_loss: 0.4070 420/1811 [=====>........................] - ETA: 3:13 - loss: 343.2074 - logits_profile_predictions_loss: 337.1836 - logcount_predictions_loss: 0.4070 421/1811 [=====>........................] - ETA: 3:13 - loss: 343.2050 - logits_profile_predictions_loss: 337.1806 - logcount_predictions_loss: 0.4070 422/1811 [=====>........................] - ETA: 3:12 - loss: 343.2027 - logits_profile_predictions_loss: 337.1777 - logcount_predictions_loss: 0.4071 423/1811 [======>.......................] - ETA: 3:12 - loss: 343.2003 - 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[===========================>..] - ETA: 13s - loss: 341.6794 - logits_profile_predictions_loss: 335.4895 - logcount_predictions_loss: 0.4182 1718/1811 [===========================>..] - ETA: 12s - loss: 341.6791 - logits_profile_predictions_loss: 335.4891 - logcount_predictions_loss: 0.4182 1719/1811 [===========================>..] - ETA: 12s - loss: 341.6788 - logits_profile_predictions_loss: 335.4888 - logcount_predictions_loss: 0.4182 1720/1811 [===========================>..] - ETA: 12s - loss: 341.6785 - logits_profile_predictions_loss: 335.4885 - logcount_predictions_loss: 0.4182 1721/1811 [===========================>..] - ETA: 12s - loss: 341.6782 - logits_profile_predictions_loss: 335.4882 - logcount_predictions_loss: 0.4182 1722/1811 [===========================>..] - ETA: 12s - loss: 341.6780 - logits_profile_predictions_loss: 335.4879 - logcount_predictions_loss: 0.4183 1723/1811 [===========================>..] - ETA: 12s - loss: 341.6777 - 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[===========================>..] - ETA: 11s - loss: 341.6761 - logits_profile_predictions_loss: 335.4858 - logcount_predictions_loss: 0.4183 1731/1811 [===========================>..] - ETA: 11s - loss: 341.6759 - logits_profile_predictions_loss: 335.4855 - logcount_predictions_loss: 0.4183 1732/1811 [===========================>..] - ETA: 10s - loss: 341.6757 - logits_profile_predictions_loss: 335.4853 - logcount_predictions_loss: 0.4183 1733/1811 [===========================>..] - ETA: 10s - loss: 341.6755 - logits_profile_predictions_loss: 335.4851 - logcount_predictions_loss: 0.4183 1734/1811 [===========================>..] - ETA: 10s - loss: 341.6753 - logits_profile_predictions_loss: 335.4849 - logcount_predictions_loss: 0.4183 1735/1811 [===========================>..] - ETA: 10s - loss: 341.6751 - logits_profile_predictions_loss: 335.4846 - logcount_predictions_loss: 0.4183 1736/1811 [===========================>..] - ETA: 10s - loss: 341.6749 - 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[===========================>..] - ETA: 9s - loss: 341.6736 - logits_profile_predictions_loss: 335.4829 - logcount_predictions_loss: 0.4183 1744/1811 [===========================>..] - ETA: 9s - loss: 341.6734 - logits_profile_predictions_loss: 335.4827 - logcount_predictions_loss: 0.4183 1745/1811 [===========================>..] - ETA: 9s - loss: 341.6732 - logits_profile_predictions_loss: 335.4824 - logcount_predictions_loss: 0.4183 1746/1811 [===========================>..] - ETA: 9s - loss: 341.6730 - logits_profile_predictions_loss: 335.4822 - logcount_predictions_loss: 0.4183 1747/1811 [===========================>..] - ETA: 8s - loss: 341.6728 - logits_profile_predictions_loss: 335.4820 - logcount_predictions_loss: 0.4183 1748/1811 [===========================>..] - ETA: 8s - loss: 341.6726 - logits_profile_predictions_loss: 335.4817 - logcount_predictions_loss: 0.4183 1749/1811 [===========================>..] - ETA: 8s - loss: 341.6723 - logits_profile_predictions_loss: 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[============================>.] - ETA: 4s - loss: 341.6670 - logits_profile_predictions_loss: 335.4754 - logcount_predictions_loss: 0.4184 1777/1811 [============================>.] - ETA: 4s - loss: 341.6668 - logits_profile_predictions_loss: 335.4752 - logcount_predictions_loss: 0.4184 1778/1811 [============================>.] - ETA: 4s - loss: 341.6666 - logits_profile_predictions_loss: 335.4750 - logcount_predictions_loss: 0.4184 1779/1811 [============================>.] - ETA: 4s - loss: 341.6664 - logits_profile_predictions_loss: 335.4747 - logcount_predictions_loss: 0.4184 1780/1811 [============================>.] - ETA: 4s - loss: 341.6662 - logits_profile_predictions_loss: 335.4745 - logcount_predictions_loss: 0.4184 1781/1811 [============================>.] - ETA: 4s - loss: 341.6659 - logits_profile_predictions_loss: 335.4742 - logcount_predictions_loss: 0.4184 1782/1811 [============================>.] - ETA: 4s - loss: 341.6657 - logits_profile_predictions_loss: 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1796/1811 [============================>.] - ETA: 2s - loss: 341.6626 - logits_profile_predictions_loss: 335.4705 - logcount_predictions_loss: 0.4184 1797/1811 [============================>.] - ETA: 1s - loss: 341.6624 - logits_profile_predictions_loss: 335.4703 - logcount_predictions_loss: 0.4184 1798/1811 [============================>.] - ETA: 1s - loss: 341.6622 - logits_profile_predictions_loss: 335.4700 - logcount_predictions_loss: 0.4184 1799/1811 [============================>.] - ETA: 1s - loss: 341.6620 - logits_profile_predictions_loss: 335.4698 - logcount_predictions_loss: 0.4184 1800/1811 [============================>.] - ETA: 1s - loss: 341.6617 - logits_profile_predictions_loss: 335.4695 - logcount_predictions_loss: 0.4184 1801/1811 [============================>.] - ETA: 1s - loss: 341.6615 - logits_profile_predictions_loss: 335.4693 - logcount_predictions_loss: 0.4184 1802/1811 [============================>.] - ETA: 1s - loss: 341.6613 - logits_profile_predictions_loss: 335.4691 - logcount_predictions_loss: 0.4184 1803/1811 [============================>.] - ETA: 1s - loss: 341.6611 - logits_profile_predictions_loss: 335.4688 - logcount_predictions_loss: 0.4184 1804/1811 [============================>.] - ETA: 0s - loss: 341.6609 - logits_profile_predictions_loss: 335.4686 - logcount_predictions_loss: 0.4184 1805/1811 [============================>.] - ETA: 0s - loss: 341.6607 - logits_profile_predictions_loss: 335.4683 - logcount_predictions_loss: 0.4184 1806/1811 [============================>.] - ETA: 0s - loss: 341.6605 - logits_profile_predictions_loss: 335.4681 - logcount_predictions_loss: 0.4184 1807/1811 [============================>.] - ETA: 0s - loss: 341.6603 - logits_profile_predictions_loss: 335.4679 - logcount_predictions_loss: 0.4184 1808/1811 [============================>.] - ETA: 0s - loss: 341.6601 - logits_profile_predictions_loss: 335.4677 - logcount_predictions_loss: 0.4184 1809/1811 [============================>.] - ETA: 0s - loss: 341.6599 - logits_profile_predictions_loss: 335.4674 - logcount_predictions_loss: 0.4184 1810/1811 [============================>.] - ETA: 0s - loss: 341.6597 - logits_profile_predictions_loss: 335.4672 - logcount_predictions_loss: 0.4184 1811/1811 [==============================] - ETA: 0s - loss: 341.6594 - logits_profile_predictions_loss: 335.4669 - logcount_predictions_loss: 0.4184 1811/1811 [==============================] - 262s 144ms/step - loss: 341.6592 - logits_profile_predictions_loss: 335.4667 - logcount_predictions_loss: 0.4184 - val_loss: 368.8112 - val_logits_profile_predictions_loss: 360.5984 - val_logcount_predictions_loss: 0.5549 Epoch 00008: val_loss did not improve from 366.30872 Epoch 9/50 1/1811 [..............................] - ETA: 4:40 - loss: 328.7206 - logits_profile_predictions_loss: 321.6289 - logcount_predictions_loss: 0.4792 2/1811 [..............................] - ETA: 4:19 - loss: 340.5258 - logits_profile_predictions_loss: 332.8711 - logcount_predictions_loss: 0.5172 3/1811 [..............................] - ETA: 4:14 - loss: 339.1195 - logits_profile_predictions_loss: 331.5122 - logcount_predictions_loss: 0.5140 4/1811 [..............................] - ETA: 4:13 - loss: 338.7979 - logits_profile_predictions_loss: 331.3887 - logcount_predictions_loss: 0.5006 5/1811 [..............................] - ETA: 4:12 - loss: 338.0718 - logits_profile_predictions_loss: 330.7930 - logcount_predictions_loss: 0.4918 6/1811 [..............................] - ETA: 4:12 - loss: 338.2456 - logits_profile_predictions_loss: 331.0687 - logcount_predictions_loss: 0.4849 7/1811 [..............................] - ETA: 4:11 - loss: 337.9207 - logits_profile_predictions_loss: 330.8012 - logcount_predictions_loss: 0.4810 8/1811 [..............................] - ETA: 4:11 - loss: 337.6130 - logits_profile_predictions_loss: 330.5465 - logcount_predictions_loss: 0.4775 9/1811 [..............................] - ETA: 4:11 - loss: 337.6882 - logits_profile_predictions_loss: 330.6687 - logcount_predictions_loss: 0.4743 10/1811 [..............................] - ETA: 4:10 - loss: 337.6622 - logits_profile_predictions_loss: 330.6680 - logcount_predictions_loss: 0.4726 11/1811 [..............................] - ETA: 4:10 - loss: 337.7164 - logits_profile_predictions_loss: 330.7440 - logcount_predictions_loss: 0.4711 12/1811 [..............................] - ETA: 4:10 - loss: 337.9745 - logits_profile_predictions_loss: 331.0374 - logcount_predictions_loss: 0.4687 13/1811 [..............................] - ETA: 4:10 - loss: 338.3232 - logits_profile_predictions_loss: 331.4137 - logcount_predictions_loss: 0.4669 14/1811 [..............................] - ETA: 4:09 - loss: 338.6296 - logits_profile_predictions_loss: 331.7432 - logcount_predictions_loss: 0.4653 15/1811 [..............................] - ETA: 4:09 - loss: 338.7833 - logits_profile_predictions_loss: 331.9154 - logcount_predictions_loss: 0.4640 16/1811 [..............................] - ETA: 4:09 - loss: 338.9218 - logits_profile_predictions_loss: 332.0718 - logcount_predictions_loss: 0.4628 17/1811 [..............................] - ETA: 4:09 - loss: 339.2555 - logits_profile_predictions_loss: 332.4202 - logcount_predictions_loss: 0.4618 18/1811 [..............................] - ETA: 4:09 - loss: 339.6016 - logits_profile_predictions_loss: 332.7820 - logcount_predictions_loss: 0.4608 19/1811 [..............................] - ETA: 4:09 - loss: 339.8799 - logits_profile_predictions_loss: 333.0785 - logcount_predictions_loss: 0.4596 20/1811 [..............................] - ETA: 4:08 - loss: 340.1038 - logits_profile_predictions_loss: 333.3146 - logcount_predictions_loss: 0.4587 21/1811 [..............................] - ETA: 4:08 - loss: 340.3113 - logits_profile_predictions_loss: 333.5349 - logcount_predictions_loss: 0.4579 22/1811 [..............................] - ETA: 4:08 - loss: 340.4752 - logits_profile_predictions_loss: 333.7151 - logcount_predictions_loss: 0.4568 23/1811 [..............................] - ETA: 4:08 - loss: 340.6114 - logits_profile_predictions_loss: 333.8726 - logcount_predictions_loss: 0.4553 24/1811 [..............................] - ETA: 4:08 - loss: 340.7027 - logits_profile_predictions_loss: 333.9864 - logcount_predictions_loss: 0.4538 25/1811 [..............................] - ETA: 4:08 - loss: 340.8398 - logits_profile_predictions_loss: 334.1395 - logcount_predictions_loss: 0.4527 26/1811 [..............................] - ETA: 4:08 - loss: 340.9725 - logits_profile_predictions_loss: 334.2873 - logcount_predictions_loss: 0.4517 27/1811 [..............................] - ETA: 4:07 - loss: 341.1252 - logits_profile_predictions_loss: 334.4553 - logcount_predictions_loss: 0.4507 28/1811 [..............................] - ETA: 4:07 - loss: 341.2333 - logits_profile_predictions_loss: 334.5752 - logcount_predictions_loss: 0.4499 29/1811 [..............................] - ETA: 4:07 - loss: 341.3442 - logits_profile_predictions_loss: 334.6987 - logcount_predictions_loss: 0.4490 30/1811 [..............................] - ETA: 4:07 - loss: 341.4819 - logits_profile_predictions_loss: 334.8490 - logcount_predictions_loss: 0.4482 31/1811 [..............................] - ETA: 4:07 - loss: 341.6292 - logits_profile_predictions_loss: 335.0063 - logcount_predictions_loss: 0.4475 32/1811 [..............................] - ETA: 4:07 - loss: 341.7636 - logits_profile_predictions_loss: 335.1497 - logcount_predictions_loss: 0.4469 33/1811 [..............................] - ETA: 4:06 - loss: 341.8718 - logits_profile_predictions_loss: 335.2671 - logcount_predictions_loss: 0.4463 34/1811 [..............................] - ETA: 4:06 - loss: 341.9260 - logits_profile_predictions_loss: 335.3312 - logcount_predictions_loss: 0.4456 35/1811 [..............................] - ETA: 4:06 - loss: 341.9562 - logits_profile_predictions_loss: 335.3713 - logcount_predictions_loss: 0.4449 36/1811 [..............................] - ETA: 4:06 - loss: 341.9575 - logits_profile_predictions_loss: 335.3816 - logcount_predictions_loss: 0.4443 37/1811 [..............................] - ETA: 4:06 - loss: 341.9567 - logits_profile_predictions_loss: 335.3895 - logcount_predictions_loss: 0.4437 38/1811 [..............................] - ETA: 4:06 - loss: 341.9480 - logits_profile_predictions_loss: 335.3893 - logcount_predictions_loss: 0.4432 39/1811 [..............................] - ETA: 4:06 - loss: 341.9305 - logits_profile_predictions_loss: 335.3804 - logcount_predictions_loss: 0.4426 40/1811 [..............................] - ETA: 4:05 - loss: 341.8837 - logits_profile_predictions_loss: 335.3425 - logcount_predictions_loss: 0.4420 41/1811 [..............................] - ETA: 4:05 - loss: 341.8255 - logits_profile_predictions_loss: 335.2934 - logcount_predictions_loss: 0.4414 42/1811 [..............................] - ETA: 4:05 - loss: 341.7635 - logits_profile_predictions_loss: 335.2407 - logcount_predictions_loss: 0.4407 43/1811 [..............................] - ETA: 4:05 - loss: 341.7015 - logits_profile_predictions_loss: 335.1879 - logcount_predictions_loss: 0.4401 44/1811 [..............................] - ETA: 4:05 - loss: 341.6423 - logits_profile_predictions_loss: 335.1381 - logcount_predictions_loss: 0.4395 45/1811 [..............................] - ETA: 4:05 - loss: 341.5766 - logits_profile_predictions_loss: 335.0821 - logcount_predictions_loss: 0.4388 46/1811 [..............................] - ETA: 4:05 - loss: 341.5162 - logits_profile_predictions_loss: 335.0313 - logcount_predictions_loss: 0.4382 47/1811 [..............................] - ETA: 4:04 - loss: 341.4604 - logits_profile_predictions_loss: 334.9835 - logcount_predictions_loss: 0.4376 48/1811 [..............................] - ETA: 4:04 - loss: 341.4264 - logits_profile_predictions_loss: 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loss: 341.2314 - logits_profile_predictions_loss: 334.8186 - logcount_predictions_loss: 0.4333 56/1811 [..............................] - ETA: 4:03 - loss: 341.2182 - logits_profile_predictions_loss: 334.8140 - logcount_predictions_loss: 0.4327 57/1811 [..............................] - ETA: 4:03 - loss: 341.2091 - logits_profile_predictions_loss: 334.8135 - logcount_predictions_loss: 0.4321 58/1811 [..............................] - ETA: 4:03 - loss: 341.1999 - logits_profile_predictions_loss: 334.8129 - logcount_predictions_loss: 0.4316 59/1811 [..............................] - ETA: 4:03 - loss: 341.2039 - logits_profile_predictions_loss: 334.8255 - logcount_predictions_loss: 0.4310 60/1811 [..............................] - ETA: 4:03 - loss: 341.2249 - logits_profile_predictions_loss: 334.8548 - logcount_predictions_loss: 0.4304 61/1811 [>.............................] - ETA: 4:02 - loss: 341.2397 - logits_profile_predictions_loss: 334.8774 - logcount_predictions_loss: 0.4299 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logits_profile_predictions_loss: 335.3040 - logcount_predictions_loss: 0.4105 206/1811 [==>...........................] - ETA: 3:42 - loss: 341.3806 - logits_profile_predictions_loss: 335.3051 - logcount_predictions_loss: 0.4105 207/1811 [==>...........................] - ETA: 3:42 - loss: 341.3812 - logits_profile_predictions_loss: 335.3058 - logcount_predictions_loss: 0.4105 208/1811 [==>...........................] - ETA: 3:42 - loss: 341.3813 - logits_profile_predictions_loss: 335.3061 - logcount_predictions_loss: 0.4105 209/1811 [==>...........................] - ETA: 3:42 - loss: 341.3816 - logits_profile_predictions_loss: 335.3065 - logcount_predictions_loss: 0.4105 210/1811 [==>...........................] - ETA: 3:42 - loss: 341.3822 - logits_profile_predictions_loss: 335.3073 - logcount_predictions_loss: 0.4105 211/1811 [==>...........................] - ETA: 3:42 - loss: 341.3833 - logits_profile_predictions_loss: 335.3085 - logcount_predictions_loss: 0.4105 212/1811 [==>...........................] - ETA: 3:42 - loss: 341.3851 - logits_profile_predictions_loss: 335.3105 - logcount_predictions_loss: 0.4105 213/1811 [==>...........................] - ETA: 3:41 - loss: 341.3862 - logits_profile_predictions_loss: 335.3117 - logcount_predictions_loss: 0.4104 214/1811 [==>...........................] - ETA: 3:41 - loss: 341.3873 - logits_profile_predictions_loss: 335.3129 - logcount_predictions_loss: 0.4104 215/1811 [==>...........................] - ETA: 3:41 - loss: 341.3892 - logits_profile_predictions_loss: 335.3149 - logcount_predictions_loss: 0.4104 216/1811 [==>...........................] - ETA: 3:41 - loss: 341.3907 - logits_profile_predictions_loss: 335.3165 - logcount_predictions_loss: 0.4104 217/1811 [==>...........................] - ETA: 3:41 - loss: 341.3927 - logits_profile_predictions_loss: 335.3186 - logcount_predictions_loss: 0.4104 218/1811 [==>...........................] - ETA: 3:41 - loss: 341.3948 - logits_profile_predictions_loss: 335.3209 - logcount_predictions_loss: 0.4104 219/1811 [==>...........................] - ETA: 3:41 - loss: 341.3968 - logits_profile_predictions_loss: 335.3230 - logcount_predictions_loss: 0.4104 220/1811 [==>...........................] - ETA: 3:40 - loss: 341.3984 - logits_profile_predictions_loss: 335.3248 - logcount_predictions_loss: 0.4104 221/1811 [==>...........................] - ETA: 3:40 - loss: 341.3999 - logits_profile_predictions_loss: 335.3263 - logcount_predictions_loss: 0.4104 222/1811 [==>...........................] - ETA: 3:40 - loss: 341.4009 - logits_profile_predictions_loss: 335.3275 - logcount_predictions_loss: 0.4104 223/1811 [==>...........................] - ETA: 3:40 - loss: 341.4029 - logits_profile_predictions_loss: 335.3296 - logcount_predictions_loss: 0.4104 224/1811 [==>...........................] - ETA: 3:40 - loss: 341.4053 - logits_profile_predictions_loss: 335.3322 - logcount_predictions_loss: 0.4103 225/1811 [==>...........................] - ETA: 3:40 - loss: 341.4071 - logits_profile_predictions_loss: 335.3343 - logcount_predictions_loss: 0.4103 226/1811 [==>...........................] - ETA: 3:40 - loss: 341.4093 - logits_profile_predictions_loss: 335.3367 - logcount_predictions_loss: 0.4103 227/1811 [==>...........................] - ETA: 3:39 - loss: 341.4123 - logits_profile_predictions_loss: 335.3399 - logcount_predictions_loss: 0.4103 228/1811 [==>...........................] - ETA: 3:39 - loss: 341.4155 - logits_profile_predictions_loss: 335.3434 - logcount_predictions_loss: 0.4103 229/1811 [==>...........................] - ETA: 3:39 - loss: 341.4187 - logits_profile_predictions_loss: 335.3467 - logcount_predictions_loss: 0.4103 230/1811 [==>...........................] - ETA: 3:39 - loss: 341.4215 - logits_profile_predictions_loss: 335.3498 - logcount_predictions_loss: 0.4103 231/1811 [==>...........................] - ETA: 3:39 - loss: 341.4247 - logits_profile_predictions_loss: 335.3532 - logcount_predictions_loss: 0.4102 232/1811 [==>...........................] - ETA: 3:39 - loss: 341.4272 - logits_profile_predictions_loss: 335.3558 - logcount_predictions_loss: 0.4102 233/1811 [==>...........................] - ETA: 3:39 - loss: 341.4291 - logits_profile_predictions_loss: 335.3580 - logcount_predictions_loss: 0.4102 234/1811 [==>...........................] - ETA: 3:38 - loss: 341.4307 - logits_profile_predictions_loss: 335.3598 - logcount_predictions_loss: 0.4102 235/1811 [==>...........................] - ETA: 3:38 - loss: 341.4326 - logits_profile_predictions_loss: 335.3619 - logcount_predictions_loss: 0.4102 236/1811 [==>...........................] - ETA: 3:38 - loss: 341.4340 - logits_profile_predictions_loss: 335.3634 - logcount_predictions_loss: 0.4102 237/1811 [==>...........................] - ETA: 3:38 - loss: 341.4363 - logits_profile_predictions_loss: 335.3659 - logcount_predictions_loss: 0.4102 238/1811 [==>...........................] - ETA: 3:38 - loss: 341.4383 - logits_profile_predictions_loss: 335.3680 - logcount_predictions_loss: 0.4102 239/1811 [==>...........................] - ETA: 3:38 - loss: 341.4399 - logits_profile_predictions_loss: 335.3698 - logcount_predictions_loss: 0.4101 240/1811 [==>...........................] - ETA: 3:38 - loss: 341.4422 - logits_profile_predictions_loss: 335.3724 - logcount_predictions_loss: 0.4101 241/1811 [==>...........................] - ETA: 3:38 - loss: 341.4445 - logits_profile_predictions_loss: 335.3749 - logcount_predictions_loss: 0.4101 242/1811 [===>..........................] - ETA: 3:37 - loss: 341.4469 - logits_profile_predictions_loss: 335.3774 - logcount_predictions_loss: 0.4101 243/1811 [===>..........................] - ETA: 3:37 - loss: 341.4492 - logits_profile_predictions_loss: 335.3800 - logcount_predictions_loss: 0.4101 244/1811 [===>..........................] - ETA: 3:37 - loss: 341.4521 - 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[===>..........................] - ETA: 3:36 - loss: 341.4712 - logits_profile_predictions_loss: 335.4038 - logcount_predictions_loss: 0.4100 252/1811 [===>..........................] - ETA: 3:36 - loss: 341.4737 - logits_profile_predictions_loss: 335.4065 - logcount_predictions_loss: 0.4099 253/1811 [===>..........................] - ETA: 3:36 - loss: 341.4761 - logits_profile_predictions_loss: 335.4092 - logcount_predictions_loss: 0.4099 254/1811 [===>..........................] - ETA: 3:36 - loss: 341.4783 - logits_profile_predictions_loss: 335.4117 - logcount_predictions_loss: 0.4099 255/1811 [===>..........................] - ETA: 3:36 - loss: 341.4805 - logits_profile_predictions_loss: 335.4143 - logcount_predictions_loss: 0.4099 256/1811 [===>..........................] - ETA: 3:35 - loss: 341.4824 - logits_profile_predictions_loss: 335.4163 - logcount_predictions_loss: 0.4099 257/1811 [===>..........................] - ETA: 3:35 - loss: 341.4841 - 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[===>..........................] - ETA: 3:34 - loss: 341.5027 - logits_profile_predictions_loss: 335.4383 - logcount_predictions_loss: 0.4098 265/1811 [===>..........................] - ETA: 3:34 - loss: 341.5056 - logits_profile_predictions_loss: 335.4414 - logcount_predictions_loss: 0.4098 266/1811 [===>..........................] - ETA: 3:34 - loss: 341.5079 - logits_profile_predictions_loss: 335.4438 - logcount_predictions_loss: 0.4097 267/1811 [===>..........................] - ETA: 3:34 - loss: 341.5101 - logits_profile_predictions_loss: 335.4461 - logcount_predictions_loss: 0.4097 268/1811 [===>..........................] - ETA: 3:34 - loss: 341.5116 - logits_profile_predictions_loss: 335.4477 - logcount_predictions_loss: 0.4097 269/1811 [===>..........................] - ETA: 3:34 - loss: 341.5129 - logits_profile_predictions_loss: 335.4491 - logcount_predictions_loss: 0.4097 270/1811 [===>..........................] - ETA: 3:33 - loss: 341.5137 - 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[===>..........................] - ETA: 3:31 - loss: 341.5416 - logits_profile_predictions_loss: 335.4794 - logcount_predictions_loss: 0.4096 291/1811 [===>..........................] - ETA: 3:31 - loss: 341.5425 - logits_profile_predictions_loss: 335.4803 - logcount_predictions_loss: 0.4096 292/1811 [===>..........................] - ETA: 3:30 - loss: 341.5430 - logits_profile_predictions_loss: 335.4809 - logcount_predictions_loss: 0.4096 293/1811 [===>..........................] - ETA: 3:30 - loss: 341.5434 - logits_profile_predictions_loss: 335.4814 - logcount_predictions_loss: 0.4096 294/1811 [===>..........................] - ETA: 3:30 - loss: 341.5443 - logits_profile_predictions_loss: 335.4823 - logcount_predictions_loss: 0.4096 295/1811 [===>..........................] - ETA: 3:30 - loss: 341.5450 - logits_profile_predictions_loss: 335.4831 - logcount_predictions_loss: 0.4096 296/1811 [===>..........................] - ETA: 3:30 - loss: 341.5458 - 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[====>.........................] - ETA: 3:29 - loss: 341.5472 - logits_profile_predictions_loss: 335.4860 - logcount_predictions_loss: 0.4096 304/1811 [====>.........................] - ETA: 3:29 - loss: 341.5471 - logits_profile_predictions_loss: 335.4859 - logcount_predictions_loss: 0.4095 305/1811 [====>.........................] - ETA: 3:29 - loss: 341.5472 - logits_profile_predictions_loss: 335.4861 - logcount_predictions_loss: 0.4095 306/1811 [====>.........................] - ETA: 3:28 - loss: 341.5478 - logits_profile_predictions_loss: 335.4867 - logcount_predictions_loss: 0.4095 307/1811 [====>.........................] - ETA: 3:28 - loss: 341.5485 - logits_profile_predictions_loss: 335.4875 - logcount_predictions_loss: 0.4095 308/1811 [====>.........................] - ETA: 3:28 - loss: 341.5489 - logits_profile_predictions_loss: 335.4880 - logcount_predictions_loss: 0.4095 309/1811 [====>.........................] - ETA: 3:28 - loss: 341.5491 - 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[===========================>..] - ETA: 12s - loss: 340.8157 - logits_profile_predictions_loss: 334.7974 - logcount_predictions_loss: 0.4067 1721/1811 [===========================>..] - ETA: 12s - loss: 340.8152 - logits_profile_predictions_loss: 334.7969 - logcount_predictions_loss: 0.4067 1722/1811 [===========================>..] - ETA: 12s - loss: 340.8146 - logits_profile_predictions_loss: 334.7964 - logcount_predictions_loss: 0.4066 1723/1811 [===========================>..] - ETA: 12s - loss: 340.8141 - logits_profile_predictions_loss: 334.7959 - logcount_predictions_loss: 0.4066 1724/1811 [===========================>..] - ETA: 12s - loss: 340.8135 - logits_profile_predictions_loss: 334.7954 - logcount_predictions_loss: 0.4066 1725/1811 [===========================>..] - ETA: 11s - loss: 340.8130 - logits_profile_predictions_loss: 334.7949 - logcount_predictions_loss: 0.4066 1726/1811 [===========================>..] - ETA: 11s - loss: 340.8124 - 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[===========================>..] - ETA: 10s - loss: 340.8085 - logits_profile_predictions_loss: 334.7906 - logcount_predictions_loss: 0.4066 1734/1811 [===========================>..] - ETA: 10s - loss: 340.8079 - logits_profile_predictions_loss: 334.7901 - logcount_predictions_loss: 0.4066 1735/1811 [===========================>..] - ETA: 10s - loss: 340.8074 - logits_profile_predictions_loss: 334.7896 - logcount_predictions_loss: 0.4066 1736/1811 [===========================>..] - ETA: 10s - loss: 340.8068 - logits_profile_predictions_loss: 334.7891 - logcount_predictions_loss: 0.4066 1737/1811 [===========================>..] - ETA: 10s - loss: 340.8063 - logits_profile_predictions_loss: 334.7886 - logcount_predictions_loss: 0.4066 1738/1811 [===========================>..] - ETA: 10s - loss: 340.8057 - logits_profile_predictions_loss: 334.7881 - logcount_predictions_loss: 0.4066 1739/1811 [===========================>..] - ETA: 9s - loss: 340.8052 - logits_profile_predictions_loss: 334.7876 - logcount_predictions_loss: 0.4066  1740/1811 [===========================>..] - ETA: 9s - loss: 340.8047 - logits_profile_predictions_loss: 334.7871 - logcount_predictions_loss: 0.4066 1741/1811 [===========================>..] - ETA: 9s - loss: 340.8041 - logits_profile_predictions_loss: 334.7866 - logcount_predictions_loss: 0.4066 1742/1811 [===========================>..] - ETA: 9s - loss: 340.8036 - logits_profile_predictions_loss: 334.7861 - logcount_predictions_loss: 0.4066 1743/1811 [===========================>..] - ETA: 9s - loss: 340.8031 - logits_profile_predictions_loss: 334.7856 - logcount_predictions_loss: 0.4066 1744/1811 [===========================>..] - ETA: 9s - loss: 340.8025 - logits_profile_predictions_loss: 334.7851 - logcount_predictions_loss: 0.4066 1745/1811 [===========================>..] - ETA: 9s - loss: 340.8020 - logits_profile_predictions_loss: 334.7846 - logcount_predictions_loss: 0.4066 1746/1811 [===========================>..] - ETA: 9s - 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[============================>.] - ETA: 6s - loss: 340.7899 - logits_profile_predictions_loss: 334.7732 - logcount_predictions_loss: 0.4065 1767/1811 [============================>.] - ETA: 6s - loss: 340.7893 - logits_profile_predictions_loss: 334.7726 - logcount_predictions_loss: 0.4065 1768/1811 [============================>.] - ETA: 5s - loss: 340.7886 - logits_profile_predictions_loss: 334.7720 - logcount_predictions_loss: 0.4065 1769/1811 [============================>.] - ETA: 5s - loss: 340.7880 - logits_profile_predictions_loss: 334.7714 - logcount_predictions_loss: 0.4065 1770/1811 [============================>.] - ETA: 5s - loss: 340.7874 - logits_profile_predictions_loss: 334.7708 - logcount_predictions_loss: 0.4065 1771/1811 [============================>.] - ETA: 5s - loss: 340.7867 - logits_profile_predictions_loss: 334.7702 - logcount_predictions_loss: 0.4065 1772/1811 [============================>.] - ETA: 5s - loss: 340.7861 - logits_profile_predictions_loss: 334.7697 - logcount_predictions_loss: 0.4065 1773/1811 [============================>.] - ETA: 5s - loss: 340.7855 - logits_profile_predictions_loss: 334.7691 - logcount_predictions_loss: 0.4065 1774/1811 [============================>.] - ETA: 5s - loss: 340.7848 - logits_profile_predictions_loss: 334.7685 - logcount_predictions_loss: 0.4065 1775/1811 [============================>.] - ETA: 4s - loss: 340.7842 - logits_profile_predictions_loss: 334.7679 - logcount_predictions_loss: 0.4065 1776/1811 [============================>.] - ETA: 4s - loss: 340.7836 - logits_profile_predictions_loss: 334.7673 - logcount_predictions_loss: 0.4065 1777/1811 [============================>.] - ETA: 4s - loss: 340.7829 - logits_profile_predictions_loss: 334.7667 - logcount_predictions_loss: 0.4065 1778/1811 [============================>.] - ETA: 4s - loss: 340.7823 - logits_profile_predictions_loss: 334.7661 - logcount_predictions_loss: 0.4065 1779/1811 [============================>.] - ETA: 4s - loss: 340.7816 - logits_profile_predictions_loss: 334.7655 - logcount_predictions_loss: 0.4065 1780/1811 [============================>.] - ETA: 4s - loss: 340.7810 - logits_profile_predictions_loss: 334.7649 - logcount_predictions_loss: 0.4065 1781/1811 [============================>.] - ETA: 4s - loss: 340.7804 - logits_profile_predictions_loss: 334.7643 - logcount_predictions_loss: 0.4065 1782/1811 [============================>.] - ETA: 4s - loss: 340.7797 - logits_profile_predictions_loss: 334.7637 - logcount_predictions_loss: 0.4065 1783/1811 [============================>.] - ETA: 3s - loss: 340.7791 - logits_profile_predictions_loss: 334.7631 - logcount_predictions_loss: 0.4065 1784/1811 [============================>.] - ETA: 3s - loss: 340.7785 - logits_profile_predictions_loss: 334.7625 - logcount_predictions_loss: 0.4065 1785/1811 [============================>.] - ETA: 3s - loss: 340.7778 - logits_profile_predictions_loss: 334.7618 - logcount_predictions_loss: 0.4065 1786/1811 [============================>.] - ETA: 3s - loss: 340.7772 - logits_profile_predictions_loss: 334.7612 - logcount_predictions_loss: 0.4065 1787/1811 [============================>.] - ETA: 3s - loss: 340.7765 - logits_profile_predictions_loss: 334.7606 - logcount_predictions_loss: 0.4065 1788/1811 [============================>.] - ETA: 3s - loss: 340.7759 - logits_profile_predictions_loss: 334.7600 - logcount_predictions_loss: 0.4065 1789/1811 [============================>.] - ETA: 3s - loss: 340.7753 - logits_profile_predictions_loss: 334.7595 - logcount_predictions_loss: 0.4065 1790/1811 [============================>.] - ETA: 2s - loss: 340.7746 - logits_profile_predictions_loss: 334.7589 - logcount_predictions_loss: 0.4065 1791/1811 [============================>.] - ETA: 2s - loss: 340.7740 - logits_profile_predictions_loss: 334.7583 - logcount_predictions_loss: 0.4065 1792/1811 [============================>.] - ETA: 2s - loss: 340.7734 - logits_profile_predictions_loss: 334.7577 - logcount_predictions_loss: 0.4065 1793/1811 [============================>.] - ETA: 2s - loss: 340.7728 - logits_profile_predictions_loss: 334.7571 - logcount_predictions_loss: 0.4065 1794/1811 [============================>.] - ETA: 2s - loss: 340.7721 - logits_profile_predictions_loss: 334.7565 - logcount_predictions_loss: 0.4065 1795/1811 [============================>.] - ETA: 2s - loss: 340.7715 - logits_profile_predictions_loss: 334.7560 - logcount_predictions_loss: 0.4065 1796/1811 [============================>.] - ETA: 2s - loss: 340.7709 - logits_profile_predictions_loss: 334.7554 - logcount_predictions_loss: 0.4065 1797/1811 [============================>.] - ETA: 1s - loss: 340.7703 - logits_profile_predictions_loss: 334.7548 - logcount_predictions_loss: 0.4065 1798/1811 [============================>.] - ETA: 1s - loss: 340.7697 - logits_profile_predictions_loss: 334.7542 - logcount_predictions_loss: 0.4065 1799/1811 [============================>.] - ETA: 1s - loss: 340.7691 - logits_profile_predictions_loss: 334.7537 - logcount_predictions_loss: 0.4065 1800/1811 [============================>.] - ETA: 1s - loss: 340.7685 - logits_profile_predictions_loss: 334.7531 - logcount_predictions_loss: 0.4065 1801/1811 [============================>.] - ETA: 1s - loss: 340.7679 - logits_profile_predictions_loss: 334.7525 - logcount_predictions_loss: 0.4065 1802/1811 [============================>.] - ETA: 1s - loss: 340.7672 - logits_profile_predictions_loss: 334.7520 - logcount_predictions_loss: 0.4065 1803/1811 [============================>.] - ETA: 1s - loss: 340.7666 - logits_profile_predictions_loss: 334.7514 - logcount_predictions_loss: 0.4064 1804/1811 [============================>.] - ETA: 0s - loss: 340.7660 - logits_profile_predictions_loss: 334.7508 - logcount_predictions_loss: 0.4064 1805/1811 [============================>.] - ETA: 0s - loss: 340.7654 - logits_profile_predictions_loss: 334.7502 - logcount_predictions_loss: 0.4064 1806/1811 [============================>.] - ETA: 0s - loss: 340.7648 - logits_profile_predictions_loss: 334.7497 - logcount_predictions_loss: 0.4064 1807/1811 [============================>.] - ETA: 0s - loss: 340.7642 - logits_profile_predictions_loss: 334.7491 - logcount_predictions_loss: 0.4064 1808/1811 [============================>.] - ETA: 0s - loss: 340.7636 - logits_profile_predictions_loss: 334.7486 - logcount_predictions_loss: 0.4064 1809/1811 [============================>.] - ETA: 0s - loss: 340.7631 - logits_profile_predictions_loss: 334.7481 - logcount_predictions_loss: 0.4064 1810/1811 [============================>.] - ETA: 0s - loss: 340.7625 - logits_profile_predictions_loss: 334.7475 - logcount_predictions_loss: 0.4064 1811/1811 [==============================] - ETA: 0s - loss: 340.7619 - logits_profile_predictions_loss: 334.7470 - logcount_predictions_loss: 0.4064 1811/1811 [==============================] - 262s 144ms/step - loss: 340.7613 - logits_profile_predictions_loss: 334.7465 - logcount_predictions_loss: 0.4064 - val_loss: 366.9926 - val_logits_profile_predictions_loss: 359.7655 - val_logcount_predictions_loss: 0.4883 Epoch 00009: val_loss did not improve from 366.30872 Epoch 10/50 1/1811 [..............................] - ETA: 4:39 - loss: 350.3917 - logits_profile_predictions_loss: 344.6066 - logcount_predictions_loss: 0.3909 2/1811 [..............................] - ETA: 4:13 - loss: 345.2379 - logits_profile_predictions_loss: 339.4134 - logcount_predictions_loss: 0.3935 3/1811 [..............................] - ETA: 4:12 - loss: 340.0879 - logits_profile_predictions_loss: 334.2353 - logcount_predictions_loss: 0.3954 4/1811 [..............................] - ETA: 4:12 - loss: 339.3958 - logits_profile_predictions_loss: 333.4200 - logcount_predictions_loss: 0.4038 5/1811 [..............................] - ETA: 4:11 - loss: 338.6133 - logits_profile_predictions_loss: 332.6740 - logcount_predictions_loss: 0.4013 6/1811 [..............................] - ETA: 4:11 - loss: 338.1209 - logits_profile_predictions_loss: 332.2380 - logcount_predictions_loss: 0.3975 7/1811 [..............................] - ETA: 4:11 - loss: 338.2592 - logits_profile_predictions_loss: 332.4711 - logcount_predictions_loss: 0.3911 8/1811 [..............................] - ETA: 4:10 - loss: 338.4462 - logits_profile_predictions_loss: 332.7244 - logcount_predictions_loss: 0.3866 9/1811 [..............................] - ETA: 4:10 - loss: 338.4787 - logits_profile_predictions_loss: 332.8050 - logcount_predictions_loss: 0.3834 10/1811 [..............................] - ETA: 4:10 - loss: 338.2093 - logits_profile_predictions_loss: 332.5758 - logcount_predictions_loss: 0.3806 11/1811 [..............................] - ETA: 4:10 - loss: 337.8592 - logits_profile_predictions_loss: 332.2727 - logcount_predictions_loss: 0.3775 12/1811 [..............................] - ETA: 4:10 - loss: 337.6887 - logits_profile_predictions_loss: 332.1450 - logcount_predictions_loss: 0.3746 13/1811 [..............................] - ETA: 4:09 - loss: 337.5933 - logits_profile_predictions_loss: 332.0909 - logcount_predictions_loss: 0.3718 14/1811 [..............................] - ETA: 4:09 - loss: 337.5261 - logits_profile_predictions_loss: 332.0638 - logcount_predictions_loss: 0.3691 15/1811 [..............................] - ETA: 4:09 - loss: 337.3912 - logits_profile_predictions_loss: 331.9695 - logcount_predictions_loss: 0.3663 16/1811 [..............................] - ETA: 4:09 - loss: 337.2883 - logits_profile_predictions_loss: 331.9043 - logcount_predictions_loss: 0.3638 17/1811 [..............................] - ETA: 4:09 - loss: 337.1212 - logits_profile_predictions_loss: 331.7643 - logcount_predictions_loss: 0.3620 18/1811 [..............................] - ETA: 4:09 - loss: 336.9890 - logits_profile_predictions_loss: 331.6491 - logcount_predictions_loss: 0.3608 19/1811 [..............................] - ETA: 4:08 - loss: 336.8425 - logits_profile_predictions_loss: 331.5182 - logcount_predictions_loss: 0.3597 20/1811 [..............................] - ETA: 4:08 - loss: 336.7266 - logits_profile_predictions_loss: 331.4153 - logcount_predictions_loss: 0.3589 21/1811 [..............................] - ETA: 4:08 - loss: 336.6963 - logits_profile_predictions_loss: 331.3970 - logcount_predictions_loss: 0.3581 22/1811 [..............................] - ETA: 4:08 - loss: 336.6666 - logits_profile_predictions_loss: 331.3787 - logcount_predictions_loss: 0.3573 23/1811 [..............................] - ETA: 4:08 - loss: 336.6199 - logits_profile_predictions_loss: 331.3409 - logcount_predictions_loss: 0.3567 24/1811 [..............................] - ETA: 4:08 - loss: 336.5283 - logits_profile_predictions_loss: 331.2600 - logcount_predictions_loss: 0.3560 25/1811 [..............................] - ETA: 4:08 - loss: 336.4425 - logits_profile_predictions_loss: 331.1843 - logcount_predictions_loss: 0.3553 26/1811 [..............................] - ETA: 4:07 - loss: 336.3830 - logits_profile_predictions_loss: 331.1305 - logcount_predictions_loss: 0.3549 27/1811 [..............................] - ETA: 4:07 - loss: 336.3459 - logits_profile_predictions_loss: 331.0983 - logcount_predictions_loss: 0.3546 28/1811 [..............................] - ETA: 4:07 - loss: 336.2945 - logits_profile_predictions_loss: 331.0468 - logcount_predictions_loss: 0.3546 29/1811 [..............................] - ETA: 4:07 - loss: 336.2391 - logits_profile_predictions_loss: 330.9882 - logcount_predictions_loss: 0.3548 30/1811 [..............................] - ETA: 4:07 - loss: 336.1994 - logits_profile_predictions_loss: 330.9450 - logcount_predictions_loss: 0.3550 31/1811 [..............................] - ETA: 4:07 - loss: 336.1605 - logits_profile_predictions_loss: 330.9038 - logcount_predictions_loss: 0.3552 32/1811 [..............................] - ETA: 4:07 - loss: 336.1334 - logits_profile_predictions_loss: 330.8748 - logcount_predictions_loss: 0.3553 33/1811 [..............................] - ETA: 4:06 - loss: 336.1144 - logits_profile_predictions_loss: 330.8513 - logcount_predictions_loss: 0.3556 34/1811 [..............................] - ETA: 4:06 - loss: 336.0744 - logits_profile_predictions_loss: 330.8064 - logcount_predictions_loss: 0.3559 35/1811 [..............................] - ETA: 4:06 - loss: 336.0326 - logits_profile_predictions_loss: 330.7597 - logcount_predictions_loss: 0.3563 36/1811 [..............................] - ETA: 4:06 - loss: 336.0385 - logits_profile_predictions_loss: 330.7575 - logcount_predictions_loss: 0.3568 37/1811 [..............................] - ETA: 4:06 - loss: 336.0461 - logits_profile_predictions_loss: 330.7560 - logcount_predictions_loss: 0.3574 38/1811 [..............................] - ETA: 4:06 - loss: 336.0641 - logits_profile_predictions_loss: 330.7655 - logcount_predictions_loss: 0.3580 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[==>...........................] - ETA: 3:42 - loss: 337.1675 - logits_profile_predictions_loss: 331.4985 - logcount_predictions_loss: 0.3830 210/1811 [==>...........................] - ETA: 3:42 - loss: 337.1675 - logits_profile_predictions_loss: 331.4987 - logcount_predictions_loss: 0.3830 211/1811 [==>...........................] - ETA: 3:42 - loss: 337.1671 - logits_profile_predictions_loss: 331.4986 - logcount_predictions_loss: 0.3830 212/1811 [==>...........................] - ETA: 3:41 - loss: 337.1664 - logits_profile_predictions_loss: 331.4982 - logcount_predictions_loss: 0.3830 213/1811 [==>...........................] - ETA: 3:41 - loss: 337.1653 - logits_profile_predictions_loss: 331.4975 - logcount_predictions_loss: 0.3830 214/1811 [==>...........................] - ETA: 3:41 - loss: 337.1638 - logits_profile_predictions_loss: 331.4963 - logcount_predictions_loss: 0.3829 215/1811 [==>...........................] - ETA: 3:41 - loss: 337.1626 - 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[==>...........................] - ETA: 3:40 - loss: 337.1592 - logits_profile_predictions_loss: 331.4947 - logcount_predictions_loss: 0.3827 223/1811 [==>...........................] - ETA: 3:40 - loss: 337.1583 - logits_profile_predictions_loss: 331.4942 - logcount_predictions_loss: 0.3827 224/1811 [==>...........................] - ETA: 3:40 - loss: 337.1573 - logits_profile_predictions_loss: 331.4935 - logcount_predictions_loss: 0.3827 225/1811 [==>...........................] - ETA: 3:40 - loss: 337.1565 - logits_profile_predictions_loss: 331.4931 - logcount_predictions_loss: 0.3827 226/1811 [==>...........................] - ETA: 3:40 - loss: 337.1557 - logits_profile_predictions_loss: 331.4928 - logcount_predictions_loss: 0.3826 227/1811 [==>...........................] - ETA: 3:39 - loss: 337.1556 - logits_profile_predictions_loss: 331.4930 - logcount_predictions_loss: 0.3826 228/1811 [==>...........................] - ETA: 3:39 - loss: 337.1556 - 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[==>...........................] - ETA: 3:38 - loss: 337.1593 - logits_profile_predictions_loss: 331.4996 - logcount_predictions_loss: 0.3824 236/1811 [==>...........................] - ETA: 3:38 - loss: 337.1591 - logits_profile_predictions_loss: 331.4998 - logcount_predictions_loss: 0.3824 237/1811 [==>...........................] - ETA: 3:38 - loss: 337.1585 - logits_profile_predictions_loss: 331.4994 - logcount_predictions_loss: 0.3824 238/1811 [==>...........................] - ETA: 3:38 - loss: 337.1584 - logits_profile_predictions_loss: 331.4996 - logcount_predictions_loss: 0.3823 239/1811 [==>...........................] - ETA: 3:38 - loss: 337.1590 - logits_profile_predictions_loss: 331.5006 - logcount_predictions_loss: 0.3823 240/1811 [==>...........................] - ETA: 3:38 - loss: 337.1601 - logits_profile_predictions_loss: 331.5020 - logcount_predictions_loss: 0.3823 241/1811 [==>...........................] - ETA: 3:37 - loss: 337.1609 - logits_profile_predictions_loss: 331.5030 - logcount_predictions_loss: 0.3823 242/1811 [===>..........................] - ETA: 3:37 - loss: 337.1611 - logits_profile_predictions_loss: 331.5035 - logcount_predictions_loss: 0.3823 243/1811 [===>..........................] - ETA: 3:37 - loss: 337.1613 - logits_profile_predictions_loss: 331.5040 - logcount_predictions_loss: 0.3822 244/1811 [===>..........................] - ETA: 3:37 - loss: 337.1617 - logits_profile_predictions_loss: 331.5047 - logcount_predictions_loss: 0.3822 245/1811 [===>..........................] - ETA: 3:37 - loss: 337.1620 - logits_profile_predictions_loss: 331.5053 - logcount_predictions_loss: 0.3822 246/1811 [===>..........................] - ETA: 3:37 - loss: 337.1621 - logits_profile_predictions_loss: 331.5058 - logcount_predictions_loss: 0.3822 247/1811 [===>..........................] - ETA: 3:37 - loss: 337.1624 - logits_profile_predictions_loss: 331.5063 - logcount_predictions_loss: 0.3822 248/1811 [===>..........................] - ETA: 3:36 - loss: 337.1617 - logits_profile_predictions_loss: 331.5059 - logcount_predictions_loss: 0.3821 249/1811 [===>..........................] - ETA: 3:36 - loss: 337.1609 - logits_profile_predictions_loss: 331.5053 - logcount_predictions_loss: 0.3821 250/1811 [===>..........................] - ETA: 3:36 - loss: 337.1606 - logits_profile_predictions_loss: 331.5052 - logcount_predictions_loss: 0.3821 251/1811 [===>..........................] - ETA: 3:36 - loss: 337.1607 - logits_profile_predictions_loss: 331.5055 - logcount_predictions_loss: 0.3821 252/1811 [===>..........................] - ETA: 3:36 - loss: 337.1604 - logits_profile_predictions_loss: 331.5053 - logcount_predictions_loss: 0.3821 253/1811 [===>..........................] - ETA: 3:36 - loss: 337.1600 - logits_profile_predictions_loss: 331.5050 - logcount_predictions_loss: 0.3821 254/1811 [===>..........................] - ETA: 3:36 - loss: 337.1604 - 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[===>..........................] - ETA: 3:35 - loss: 337.1684 - logits_profile_predictions_loss: 331.5135 - logcount_predictions_loss: 0.3821 262/1811 [===>..........................] - ETA: 3:35 - loss: 337.1698 - logits_profile_predictions_loss: 331.5148 - logcount_predictions_loss: 0.3821 263/1811 [===>..........................] - ETA: 3:34 - loss: 337.1709 - logits_profile_predictions_loss: 331.5157 - logcount_predictions_loss: 0.3821 264/1811 [===>..........................] - ETA: 3:34 - loss: 337.1723 - logits_profile_predictions_loss: 331.5169 - logcount_predictions_loss: 0.3821 265/1811 [===>..........................] - ETA: 3:34 - loss: 337.1735 - logits_profile_predictions_loss: 331.5179 - logcount_predictions_loss: 0.3821 266/1811 [===>..........................] - ETA: 3:34 - loss: 337.1745 - logits_profile_predictions_loss: 331.5187 - logcount_predictions_loss: 0.3821 267/1811 [===>..........................] - ETA: 3:34 - loss: 337.1756 - 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[===>..........................] - ETA: 3:33 - loss: 337.1826 - logits_profile_predictions_loss: 331.5248 - logcount_predictions_loss: 0.3823 275/1811 [===>..........................] - ETA: 3:33 - loss: 337.1831 - logits_profile_predictions_loss: 331.5250 - logcount_predictions_loss: 0.3823 276/1811 [===>..........................] - ETA: 3:33 - loss: 337.1835 - logits_profile_predictions_loss: 331.5253 - logcount_predictions_loss: 0.3823 277/1811 [===>..........................] - ETA: 3:32 - loss: 337.1839 - logits_profile_predictions_loss: 331.5254 - logcount_predictions_loss: 0.3823 278/1811 [===>..........................] - ETA: 3:32 - loss: 337.1845 - logits_profile_predictions_loss: 331.5258 - logcount_predictions_loss: 0.3823 279/1811 [===>..........................] - ETA: 3:32 - loss: 337.1851 - logits_profile_predictions_loss: 331.5262 - logcount_predictions_loss: 0.3824 280/1811 [===>..........................] - ETA: 3:32 - loss: 337.1856 - 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[===>..........................] - ETA: 3:31 - loss: 337.1922 - logits_profile_predictions_loss: 331.5318 - logcount_predictions_loss: 0.3825 288/1811 [===>..........................] - ETA: 3:31 - loss: 337.1932 - logits_profile_predictions_loss: 331.5327 - logcount_predictions_loss: 0.3825 289/1811 [===>..........................] - ETA: 3:31 - loss: 337.1947 - logits_profile_predictions_loss: 331.5340 - logcount_predictions_loss: 0.3825 290/1811 [===>..........................] - ETA: 3:31 - loss: 337.1961 - logits_profile_predictions_loss: 331.5353 - logcount_predictions_loss: 0.3825 291/1811 [===>..........................] - ETA: 3:30 - loss: 337.1975 - logits_profile_predictions_loss: 331.5365 - logcount_predictions_loss: 0.3825 292/1811 [===>..........................] - ETA: 3:30 - loss: 337.1985 - logits_profile_predictions_loss: 331.5375 - logcount_predictions_loss: 0.3825 293/1811 [===>..........................] - ETA: 3:30 - loss: 337.1999 - logits_profile_predictions_loss: 331.5387 - logcount_predictions_loss: 0.3825 294/1811 [===>..........................] - ETA: 3:30 - loss: 337.2014 - logits_profile_predictions_loss: 331.5400 - logcount_predictions_loss: 0.3825 295/1811 [===>..........................] - ETA: 3:30 - loss: 337.2029 - logits_profile_predictions_loss: 331.5414 - logcount_predictions_loss: 0.3825 296/1811 [===>..........................] - ETA: 3:30 - loss: 337.2043 - logits_profile_predictions_loss: 331.5427 - logcount_predictions_loss: 0.3825 297/1811 [===>..........................] - ETA: 3:30 - loss: 337.2052 - logits_profile_predictions_loss: 331.5436 - logcount_predictions_loss: 0.3825 298/1811 [===>..........................] - ETA: 3:30 - loss: 337.2063 - logits_profile_predictions_loss: 331.5444 - logcount_predictions_loss: 0.3826 299/1811 [===>..........................] - ETA: 3:29 - loss: 337.2070 - logits_profile_predictions_loss: 331.5450 - logcount_predictions_loss: 0.3826 300/1811 [===>..........................] - ETA: 3:29 - loss: 337.2078 - logits_profile_predictions_loss: 331.5457 - logcount_predictions_loss: 0.3826 301/1811 [===>..........................] - ETA: 3:29 - loss: 337.2086 - logits_profile_predictions_loss: 331.5463 - logcount_predictions_loss: 0.3826 302/1811 [====>.........................] - ETA: 3:29 - loss: 337.2094 - logits_profile_predictions_loss: 331.5469 - logcount_predictions_loss: 0.3826 303/1811 [====>.........................] - ETA: 3:29 - loss: 337.2099 - logits_profile_predictions_loss: 331.5473 - logcount_predictions_loss: 0.3826 304/1811 [====>.........................] - ETA: 3:29 - loss: 337.2108 - logits_profile_predictions_loss: 331.5481 - logcount_predictions_loss: 0.3826 305/1811 [====>.........................] - ETA: 3:29 - loss: 337.2116 - logits_profile_predictions_loss: 331.5488 - logcount_predictions_loss: 0.3826 306/1811 [====>.........................] - ETA: 3:28 - loss: 337.2129 - logits_profile_predictions_loss: 331.5499 - logcount_predictions_loss: 0.3826 307/1811 [====>.........................] - ETA: 3:28 - loss: 337.2139 - logits_profile_predictions_loss: 331.5508 - logcount_predictions_loss: 0.3826 308/1811 [====>.........................] - ETA: 3:28 - loss: 337.2148 - logits_profile_predictions_loss: 331.5515 - logcount_predictions_loss: 0.3827 309/1811 [====>.........................] - ETA: 3:28 - loss: 337.2161 - logits_profile_predictions_loss: 331.5527 - logcount_predictions_loss: 0.3827 310/1811 [====>.........................] - ETA: 3:28 - loss: 337.2175 - logits_profile_predictions_loss: 331.5539 - logcount_predictions_loss: 0.3827 311/1811 [====>.........................] - ETA: 3:28 - loss: 337.2189 - logits_profile_predictions_loss: 331.5552 - logcount_predictions_loss: 0.3827 312/1811 [====>.........................] - ETA: 3:28 - loss: 337.2198 - logits_profile_predictions_loss: 331.5561 - logcount_predictions_loss: 0.3827 313/1811 [====>.........................] - ETA: 3:27 - loss: 337.2208 - logits_profile_predictions_loss: 331.5569 - logcount_predictions_loss: 0.3827 314/1811 [====>.........................] - ETA: 3:27 - loss: 337.2221 - logits_profile_predictions_loss: 331.5582 - logcount_predictions_loss: 0.3827 315/1811 [====>.........................] - ETA: 3:27 - loss: 337.2234 - logits_profile_predictions_loss: 331.5594 - logcount_predictions_loss: 0.3827 316/1811 [====>.........................] - ETA: 3:27 - loss: 337.2248 - logits_profile_predictions_loss: 331.5606 - logcount_predictions_loss: 0.3827 317/1811 [====>.........................] - ETA: 3:27 - loss: 337.2260 - logits_profile_predictions_loss: 331.5617 - logcount_predictions_loss: 0.3827 318/1811 [====>.........................] - ETA: 3:27 - loss: 337.2271 - logits_profile_predictions_loss: 331.5627 - logcount_predictions_loss: 0.3827 319/1811 [====>.........................] - ETA: 3:27 - loss: 337.2281 - logits_profile_predictions_loss: 331.5636 - logcount_predictions_loss: 0.3827 320/1811 [====>.........................] - ETA: 3:26 - loss: 337.2289 - logits_profile_predictions_loss: 331.5643 - logcount_predictions_loss: 0.3827 321/1811 [====>.........................] - ETA: 3:26 - loss: 337.2298 - logits_profile_predictions_loss: 331.5652 - logcount_predictions_loss: 0.3827 322/1811 [====>.........................] - ETA: 3:26 - loss: 337.2309 - logits_profile_predictions_loss: 331.5661 - logcount_predictions_loss: 0.3828 323/1811 [====>.........................] - ETA: 3:26 - loss: 337.2319 - logits_profile_predictions_loss: 331.5670 - logcount_predictions_loss: 0.3828 324/1811 [====>.........................] - ETA: 3:26 - loss: 337.2330 - logits_profile_predictions_loss: 331.5679 - logcount_predictions_loss: 0.3828 325/1811 [====>.........................] - ETA: 3:26 - loss: 337.2340 - logits_profile_predictions_loss: 331.5689 - logcount_predictions_loss: 0.3828 326/1811 [====>.........................] - ETA: 3:26 - loss: 337.2348 - logits_profile_predictions_loss: 331.5696 - logcount_predictions_loss: 0.3828 327/1811 [====>.........................] - ETA: 3:26 - loss: 337.2356 - logits_profile_predictions_loss: 331.5702 - logcount_predictions_loss: 0.3828 328/1811 [====>.........................] - ETA: 3:25 - loss: 337.2363 - logits_profile_predictions_loss: 331.5708 - logcount_predictions_loss: 0.3828 329/1811 [====>.........................] - ETA: 3:25 - loss: 337.2370 - logits_profile_predictions_loss: 331.5715 - logcount_predictions_loss: 0.3828 330/1811 [====>.........................] - ETA: 3:25 - loss: 337.2381 - logits_profile_predictions_loss: 331.5724 - logcount_predictions_loss: 0.3828 331/1811 [====>.........................] - ETA: 3:25 - loss: 337.2390 - logits_profile_predictions_loss: 331.5733 - logcount_predictions_loss: 0.3828 332/1811 [====>.........................] - ETA: 3:25 - loss: 337.2400 - 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[=====>........................] - ETA: 3:18 - loss: 337.3062 - logits_profile_predictions_loss: 331.6356 - logcount_predictions_loss: 0.3832 379/1811 [=====>........................] - ETA: 3:18 - loss: 337.3080 - logits_profile_predictions_loss: 331.6371 - logcount_predictions_loss: 0.3832 380/1811 [=====>........................] - ETA: 3:18 - loss: 337.3097 - logits_profile_predictions_loss: 331.6387 - logcount_predictions_loss: 0.3832 381/1811 [=====>........................] - ETA: 3:18 - loss: 337.3112 - logits_profile_predictions_loss: 331.6400 - logcount_predictions_loss: 0.3832 382/1811 [=====>........................] - ETA: 3:18 - loss: 337.3127 - logits_profile_predictions_loss: 331.6413 - logcount_predictions_loss: 0.3832 383/1811 [=====>........................] - ETA: 3:18 - loss: 337.3141 - logits_profile_predictions_loss: 331.6426 - logcount_predictions_loss: 0.3832 384/1811 [=====>........................] - ETA: 3:18 - loss: 337.3156 - 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[=====>........................] - ETA: 3:17 - loss: 337.3254 - logits_profile_predictions_loss: 331.6524 - logcount_predictions_loss: 0.3833 392/1811 [=====>........................] - ETA: 3:17 - loss: 337.3271 - logits_profile_predictions_loss: 331.6539 - logcount_predictions_loss: 0.3833 393/1811 [=====>........................] - ETA: 3:16 - loss: 337.3288 - logits_profile_predictions_loss: 331.6554 - logcount_predictions_loss: 0.3833 394/1811 [=====>........................] - ETA: 3:16 - loss: 337.3306 - logits_profile_predictions_loss: 331.6571 - logcount_predictions_loss: 0.3833 395/1811 [=====>........................] - ETA: 3:16 - loss: 337.3326 - logits_profile_predictions_loss: 331.6589 - logcount_predictions_loss: 0.3834 396/1811 [=====>........................] - ETA: 3:16 - loss: 337.3344 - logits_profile_predictions_loss: 331.6605 - logcount_predictions_loss: 0.3834 397/1811 [=====>........................] - ETA: 3:16 - loss: 337.3361 - 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[=====>........................] - ETA: 3:15 - loss: 337.3478 - logits_profile_predictions_loss: 331.6728 - logcount_predictions_loss: 0.3834 405/1811 [=====>........................] - ETA: 3:15 - loss: 337.3491 - logits_profile_predictions_loss: 331.6740 - logcount_predictions_loss: 0.3835 406/1811 [=====>........................] - ETA: 3:15 - loss: 337.3508 - logits_profile_predictions_loss: 331.6756 - logcount_predictions_loss: 0.3835 407/1811 [=====>........................] - ETA: 3:14 - loss: 337.3525 - logits_profile_predictions_loss: 331.6772 - logcount_predictions_loss: 0.3835 408/1811 [=====>........................] - ETA: 3:14 - loss: 337.3543 - logits_profile_predictions_loss: 331.6789 - logcount_predictions_loss: 0.3835 409/1811 [=====>........................] - ETA: 3:14 - loss: 337.3564 - logits_profile_predictions_loss: 331.6808 - logcount_predictions_loss: 0.3835 410/1811 [=====>........................] - ETA: 3:14 - loss: 337.3586 - 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[===========================>..] - ETA: 11s - loss: 338.6132 - logits_profile_predictions_loss: 333.0034 - logcount_predictions_loss: 0.3791 1731/1811 [===========================>..] - ETA: 11s - loss: 338.6130 - logits_profile_predictions_loss: 333.0032 - logcount_predictions_loss: 0.3790 1732/1811 [===========================>..] - ETA: 10s - loss: 338.6128 - logits_profile_predictions_loss: 333.0030 - logcount_predictions_loss: 0.3790 1733/1811 [===========================>..] - ETA: 10s - loss: 338.6126 - logits_profile_predictions_loss: 333.0028 - logcount_predictions_loss: 0.3790 1734/1811 [===========================>..] - ETA: 10s - loss: 338.6124 - logits_profile_predictions_loss: 333.0026 - logcount_predictions_loss: 0.3790 1735/1811 [===========================>..] - ETA: 10s - loss: 338.6122 - logits_profile_predictions_loss: 333.0025 - logcount_predictions_loss: 0.3790 1736/1811 [===========================>..] - ETA: 10s - loss: 338.6120 - 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[===========================>..] - ETA: 9s - loss: 338.6107 - logits_profile_predictions_loss: 333.0010 - logcount_predictions_loss: 0.3790 1744/1811 [===========================>..] - ETA: 9s - loss: 338.6105 - logits_profile_predictions_loss: 333.0009 - logcount_predictions_loss: 0.3790 1745/1811 [===========================>..] - ETA: 9s - loss: 338.6103 - logits_profile_predictions_loss: 333.0007 - logcount_predictions_loss: 0.3790 1746/1811 [===========================>..] - ETA: 9s - loss: 338.6101 - logits_profile_predictions_loss: 333.0005 - logcount_predictions_loss: 0.3790 1747/1811 [===========================>..] - ETA: 8s - loss: 338.6099 - logits_profile_predictions_loss: 333.0004 - logcount_predictions_loss: 0.3790 1748/1811 [===========================>..] - ETA: 8s - loss: 338.6098 - logits_profile_predictions_loss: 333.0002 - logcount_predictions_loss: 0.3790 1749/1811 [===========================>..] - ETA: 8s - loss: 338.6096 - logits_profile_predictions_loss: 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1763/1811 [============================>.] - ETA: 6s - loss: 338.6068 - logits_profile_predictions_loss: 332.9975 - logcount_predictions_loss: 0.3790 1764/1811 [============================>.] - ETA: 6s - loss: 338.6066 - logits_profile_predictions_loss: 332.9973 - logcount_predictions_loss: 0.3790 1765/1811 [============================>.] - ETA: 6s - loss: 338.6064 - logits_profile_predictions_loss: 332.9971 - logcount_predictions_loss: 0.3790 1766/1811 [============================>.] - ETA: 6s - loss: 338.6062 - logits_profile_predictions_loss: 332.9969 - logcount_predictions_loss: 0.3790 1767/1811 [============================>.] - ETA: 6s - loss: 338.6060 - logits_profile_predictions_loss: 332.9967 - logcount_predictions_loss: 0.3790 1768/1811 [============================>.] - ETA: 5s - loss: 338.6059 - logits_profile_predictions_loss: 332.9966 - logcount_predictions_loss: 0.3790 1769/1811 [============================>.] - ETA: 5s - loss: 338.6057 - 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[============================>.] - ETA: 4s - loss: 338.6046 - logits_profile_predictions_loss: 332.9955 - logcount_predictions_loss: 0.3790 1777/1811 [============================>.] - ETA: 4s - loss: 338.6045 - logits_profile_predictions_loss: 332.9953 - logcount_predictions_loss: 0.3790 1778/1811 [============================>.] - ETA: 4s - loss: 338.6043 - logits_profile_predictions_loss: 332.9952 - logcount_predictions_loss: 0.3790 1779/1811 [============================>.] - ETA: 4s - loss: 338.6041 - logits_profile_predictions_loss: 332.9950 - logcount_predictions_loss: 0.3790 1780/1811 [============================>.] - ETA: 4s - loss: 338.6040 - logits_profile_predictions_loss: 332.9949 - logcount_predictions_loss: 0.3790 1781/1811 [============================>.] - ETA: 4s - loss: 338.6038 - logits_profile_predictions_loss: 332.9947 - logcount_predictions_loss: 0.3790 1782/1811 [============================>.] - ETA: 4s - loss: 338.6036 - logits_profile_predictions_loss: 332.9945 - logcount_predictions_loss: 0.3790 1783/1811 [============================>.] - ETA: 3s - loss: 338.6034 - logits_profile_predictions_loss: 332.9944 - logcount_predictions_loss: 0.3790 1784/1811 [============================>.] - ETA: 3s - loss: 338.6033 - logits_profile_predictions_loss: 332.9942 - logcount_predictions_loss: 0.3790 1785/1811 [============================>.] - ETA: 3s - loss: 338.6031 - logits_profile_predictions_loss: 332.9941 - logcount_predictions_loss: 0.3790 1786/1811 [============================>.] - ETA: 3s - loss: 338.6029 - logits_profile_predictions_loss: 332.9939 - logcount_predictions_loss: 0.3790 1787/1811 [============================>.] - ETA: 3s - loss: 338.6028 - logits_profile_predictions_loss: 332.9937 - logcount_predictions_loss: 0.3790 1788/1811 [============================>.] - ETA: 3s - loss: 338.6026 - logits_profile_predictions_loss: 332.9936 - logcount_predictions_loss: 0.3790 1789/1811 [============================>.] - ETA: 3s - loss: 338.6024 - logits_profile_predictions_loss: 332.9934 - logcount_predictions_loss: 0.3790 1790/1811 [============================>.] - ETA: 2s - loss: 338.6023 - logits_profile_predictions_loss: 332.9933 - logcount_predictions_loss: 0.3790 1791/1811 [============================>.] - ETA: 2s - loss: 338.6021 - logits_profile_predictions_loss: 332.9932 - logcount_predictions_loss: 0.3790 1792/1811 [============================>.] - ETA: 2s - loss: 338.6019 - logits_profile_predictions_loss: 332.9930 - logcount_predictions_loss: 0.3790 1793/1811 [============================>.] - ETA: 2s - loss: 338.6018 - logits_profile_predictions_loss: 332.9929 - logcount_predictions_loss: 0.3790 1794/1811 [============================>.] - ETA: 2s - loss: 338.6016 - logits_profile_predictions_loss: 332.9927 - logcount_predictions_loss: 0.3790 1795/1811 [============================>.] - ETA: 2s - loss: 338.6015 - logits_profile_predictions_loss: 332.9926 - logcount_predictions_loss: 0.3790 1796/1811 [============================>.] - ETA: 2s - loss: 338.6013 - logits_profile_predictions_loss: 332.9924 - logcount_predictions_loss: 0.3790 1797/1811 [============================>.] - ETA: 1s - loss: 338.6011 - logits_profile_predictions_loss: 332.9923 - logcount_predictions_loss: 0.3790 1798/1811 [============================>.] - ETA: 1s - loss: 338.6010 - logits_profile_predictions_loss: 332.9921 - logcount_predictions_loss: 0.3790 1799/1811 [============================>.] - ETA: 1s - loss: 338.6008 - logits_profile_predictions_loss: 332.9920 - logcount_predictions_loss: 0.3790 1800/1811 [============================>.] - ETA: 1s - loss: 338.6006 - logits_profile_predictions_loss: 332.9918 - logcount_predictions_loss: 0.3790 1801/1811 [============================>.] - ETA: 1s - loss: 338.6005 - logits_profile_predictions_loss: 332.9917 - logcount_predictions_loss: 0.3790 1802/1811 [============================>.] - ETA: 1s - loss: 338.6003 - logits_profile_predictions_loss: 332.9915 - logcount_predictions_loss: 0.3790 1803/1811 [============================>.] - ETA: 1s - loss: 338.6002 - logits_profile_predictions_loss: 332.9914 - logcount_predictions_loss: 0.3790 1804/1811 [============================>.] - ETA: 0s - loss: 338.6000 - logits_profile_predictions_loss: 332.9912 - logcount_predictions_loss: 0.3790 1805/1811 [============================>.] - ETA: 0s - loss: 338.5998 - logits_profile_predictions_loss: 332.9911 - logcount_predictions_loss: 0.3790 1806/1811 [============================>.] - ETA: 0s - loss: 338.5997 - logits_profile_predictions_loss: 332.9909 - logcount_predictions_loss: 0.3790 1807/1811 [============================>.] - ETA: 0s - loss: 338.5995 - logits_profile_predictions_loss: 332.9907 - logcount_predictions_loss: 0.3790 1808/1811 [============================>.] - ETA: 0s - loss: 338.5993 - logits_profile_predictions_loss: 332.9906 - logcount_predictions_loss: 0.3790 1809/1811 [============================>.] - ETA: 0s - loss: 338.5991 - logits_profile_predictions_loss: 332.9904 - logcount_predictions_loss: 0.3790 1810/1811 [============================>.] - ETA: 0s - loss: 338.5990 - logits_profile_predictions_loss: 332.9903 - logcount_predictions_loss: 0.3790 1811/1811 [==============================] - ETA: 0s - loss: 338.5988 - logits_profile_predictions_loss: 332.9901 - logcount_predictions_loss: 0.3790 1811/1811 [==============================] - 262s 145ms/step - loss: 338.5986 - logits_profile_predictions_loss: 332.9899 - logcount_predictions_loss: 0.3790 - val_loss: 367.8805 - val_logits_profile_predictions_loss: 360.4619 - val_logcount_predictions_loss: 0.5012 Epoch 00010: val_loss did not improve from 366.30872 Epoch 11/50 1/1811 [..............................] - ETA: 4:39 - loss: 333.9962 - logits_profile_predictions_loss: 329.5375 - logcount_predictions_loss: 0.3013 2/1811 [..............................] - ETA: 4:17 - loss: 328.1530 - logits_profile_predictions_loss: 323.5217 - logcount_predictions_loss: 0.3129 3/1811 [..............................] - ETA: 4:14 - loss: 328.0501 - logits_profile_predictions_loss: 323.3608 - logcount_predictions_loss: 0.3168 4/1811 [..............................] - ETA: 4:13 - loss: 328.5098 - logits_profile_predictions_loss: 323.9053 - logcount_predictions_loss: 0.3111 5/1811 [..............................] - ETA: 4:12 - loss: 328.2824 - logits_profile_predictions_loss: 323.6375 - logcount_predictions_loss: 0.3138 6/1811 [..............................] - ETA: 4:12 - loss: 328.7858 - logits_profile_predictions_loss: 324.1182 - logcount_predictions_loss: 0.3154 7/1811 [..............................] - ETA: 4:11 - loss: 328.1943 - logits_profile_predictions_loss: 323.5020 - logcount_predictions_loss: 0.3170 8/1811 [..............................] - ETA: 4:11 - loss: 327.8565 - logits_profile_predictions_loss: 323.1465 - logcount_predictions_loss: 0.3182 9/1811 [..............................] - ETA: 4:11 - loss: 327.4602 - logits_profile_predictions_loss: 322.7324 - logcount_predictions_loss: 0.3194 10/1811 [..............................] - ETA: 4:10 - loss: 327.2047 - logits_profile_predictions_loss: 322.4489 - logcount_predictions_loss: 0.3213 11/1811 [..............................] - ETA: 4:10 - loss: 327.4748 - logits_profile_predictions_loss: 322.6906 - logcount_predictions_loss: 0.3233 12/1811 [..............................] - ETA: 4:10 - loss: 327.6352 - logits_profile_predictions_loss: 322.8059 - logcount_predictions_loss: 0.3263 13/1811 [..............................] - ETA: 4:10 - loss: 327.5840 - logits_profile_predictions_loss: 322.7246 - logcount_predictions_loss: 0.3283 14/1811 [..............................] - ETA: 4:09 - loss: 327.6813 - logits_profile_predictions_loss: 322.8051 - logcount_predictions_loss: 0.3295 15/1811 [..............................] - ETA: 4:09 - loss: 327.6666 - logits_profile_predictions_loss: 322.7769 - logcount_predictions_loss: 0.3304 16/1811 [..............................] - ETA: 4:09 - loss: 327.7201 - logits_profile_predictions_loss: 322.8236 - logcount_predictions_loss: 0.3308 17/1811 [..............................] - ETA: 4:09 - loss: 327.7153 - logits_profile_predictions_loss: 322.8101 - logcount_predictions_loss: 0.3314 18/1811 [..............................] - ETA: 4:09 - loss: 327.7305 - logits_profile_predictions_loss: 322.8132 - logcount_predictions_loss: 0.3322 19/1811 [..............................] - ETA: 4:09 - loss: 327.6679 - logits_profile_predictions_loss: 322.7352 - logcount_predictions_loss: 0.3333 20/1811 [..............................] - ETA: 4:08 - loss: 327.6378 - logits_profile_predictions_loss: 322.6887 - logcount_predictions_loss: 0.3344 21/1811 [..............................] - ETA: 4:08 - loss: 327.6320 - logits_profile_predictions_loss: 322.6724 - logcount_predictions_loss: 0.3351 22/1811 [..............................] - ETA: 4:08 - loss: 327.6420 - logits_profile_predictions_loss: 322.6699 - logcount_predictions_loss: 0.3360 23/1811 [..............................] - ETA: 4:08 - loss: 327.6949 - logits_profile_predictions_loss: 322.7128 - logcount_predictions_loss: 0.3366 24/1811 [..............................] - ETA: 4:08 - loss: 327.7935 - logits_profile_predictions_loss: 322.8037 - logcount_predictions_loss: 0.3371 25/1811 [..............................] - ETA: 4:08 - loss: 327.8671 - logits_profile_predictions_loss: 322.8669 - logcount_predictions_loss: 0.3379 26/1811 [..............................] - ETA: 4:08 - loss: 328.0148 - logits_profile_predictions_loss: 323.0059 - logcount_predictions_loss: 0.3384 27/1811 [..............................] - ETA: 4:07 - loss: 328.1348 - logits_profile_predictions_loss: 323.1184 - logcount_predictions_loss: 0.3389 28/1811 [..............................] - ETA: 4:07 - loss: 328.2488 - logits_profile_predictions_loss: 323.2254 - logcount_predictions_loss: 0.3394 29/1811 [..............................] - ETA: 4:07 - loss: 328.3635 - logits_profile_predictions_loss: 323.3358 - logcount_predictions_loss: 0.3397 30/1811 [..............................] - ETA: 4:07 - loss: 328.4822 - logits_profile_predictions_loss: 323.4537 - logcount_predictions_loss: 0.3398 31/1811 [..............................] - ETA: 4:07 - loss: 328.5403 - logits_profile_predictions_loss: 323.5118 - logcount_predictions_loss: 0.3398 32/1811 [..............................] - ETA: 4:07 - loss: 328.5816 - logits_profile_predictions_loss: 323.5471 - logcount_predictions_loss: 0.3402 33/1811 [..............................] - ETA: 4:07 - loss: 328.6072 - logits_profile_predictions_loss: 323.5672 - logcount_predictions_loss: 0.3405 34/1811 [..............................] - ETA: 4:06 - loss: 328.6195 - logits_profile_predictions_loss: 323.5754 - logcount_predictions_loss: 0.3408 35/1811 [..............................] - ETA: 4:06 - loss: 328.6534 - logits_profile_predictions_loss: 323.6038 - logcount_predictions_loss: 0.3412 36/1811 [..............................] - ETA: 4:06 - loss: 328.6806 - logits_profile_predictions_loss: 323.6261 - logcount_predictions_loss: 0.3415 37/1811 [..............................] - ETA: 4:06 - loss: 328.7233 - logits_profile_predictions_loss: 323.6645 - logcount_predictions_loss: 0.3418 38/1811 [..............................] - ETA: 4:06 - loss: 328.7501 - logits_profile_predictions_loss: 323.6860 - logcount_predictions_loss: 0.3422 39/1811 [..............................] - ETA: 4:06 - loss: 328.7691 - logits_profile_predictions_loss: 323.7000 - logcount_predictions_loss: 0.3425 40/1811 [..............................] - ETA: 4:05 - loss: 328.7784 - logits_profile_predictions_loss: 323.7048 - logcount_predictions_loss: 0.3428 41/1811 [..............................] - ETA: 4:05 - loss: 328.7724 - logits_profile_predictions_loss: 323.6939 - logcount_predictions_loss: 0.3431 42/1811 [..............................] - ETA: 4:05 - loss: 328.7844 - logits_profile_predictions_loss: 323.7009 - logcount_predictions_loss: 0.3435 43/1811 [..............................] - ETA: 4:05 - loss: 328.8084 - logits_profile_predictions_loss: 323.7207 - logcount_predictions_loss: 0.3438 44/1811 [..............................] - ETA: 4:05 - loss: 328.8335 - logits_profile_predictions_loss: 323.7425 - logcount_predictions_loss: 0.3440 45/1811 [..............................] - ETA: 4:05 - loss: 328.8628 - logits_profile_predictions_loss: 323.7693 - logcount_predictions_loss: 0.3442 46/1811 [..............................] - ETA: 4:05 - loss: 328.8841 - logits_profile_predictions_loss: 323.7890 - logcount_predictions_loss: 0.3443 47/1811 [..............................] - ETA: 4:04 - loss: 328.9020 - logits_profile_predictions_loss: 323.8063 - logcount_predictions_loss: 0.3443 48/1811 [..............................] - ETA: 4:04 - loss: 328.9166 - logits_profile_predictions_loss: 323.8198 - logcount_predictions_loss: 0.3444 49/1811 [..............................] - ETA: 4:04 - loss: 328.9395 - logits_profile_predictions_loss: 323.8416 - logcount_predictions_loss: 0.3445 50/1811 [..............................] - ETA: 4:04 - loss: 328.9466 - logits_profile_predictions_loss: 323.8478 - logcount_predictions_loss: 0.3445 51/1811 [..............................] - ETA: 4:04 - loss: 328.9597 - logits_profile_predictions_loss: 323.8603 - logcount_predictions_loss: 0.3446 52/1811 [..............................] - ETA: 4:04 - loss: 328.9678 - logits_profile_predictions_loss: 323.8674 - logcount_predictions_loss: 0.3446 53/1811 [..............................] - ETA: 4:04 - loss: 328.9881 - logits_profile_predictions_loss: 323.8864 - logcount_predictions_loss: 0.3447 54/1811 [..............................] - ETA: 4:03 - loss: 329.0163 - logits_profile_predictions_loss: 323.9136 - logcount_predictions_loss: 0.3448 55/1811 [..............................] - ETA: 4:03 - 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[==>...........................] - ETA: 3:43 - loss: 331.6595 - logits_profile_predictions_loss: 326.7292 - logcount_predictions_loss: 0.3331 200/1811 [==>...........................] - ETA: 3:43 - loss: 331.6664 - logits_profile_predictions_loss: 326.7370 - logcount_predictions_loss: 0.3331 201/1811 [==>...........................] - ETA: 3:43 - loss: 331.6730 - logits_profile_predictions_loss: 326.7445 - logcount_predictions_loss: 0.3330 202/1811 [==>...........................] - ETA: 3:43 - loss: 331.6791 - logits_profile_predictions_loss: 326.7516 - logcount_predictions_loss: 0.3329 203/1811 [==>...........................] - ETA: 3:43 - loss: 331.6849 - logits_profile_predictions_loss: 326.7584 - logcount_predictions_loss: 0.3329 204/1811 [==>...........................] - ETA: 3:43 - loss: 331.6911 - logits_profile_predictions_loss: 326.7655 - logcount_predictions_loss: 0.3328 205/1811 [==>...........................] - ETA: 3:43 - loss: 331.6972 - logits_profile_predictions_loss: 326.7726 - logcount_predictions_loss: 0.3327 206/1811 [==>...........................] - ETA: 3:42 - loss: 331.7032 - logits_profile_predictions_loss: 326.7795 - logcount_predictions_loss: 0.3327 207/1811 [==>...........................] - ETA: 3:42 - loss: 331.7088 - logits_profile_predictions_loss: 326.7861 - logcount_predictions_loss: 0.3326 208/1811 [==>...........................] - ETA: 3:42 - loss: 331.7147 - logits_profile_predictions_loss: 326.7930 - logcount_predictions_loss: 0.3326 209/1811 [==>...........................] - ETA: 3:42 - loss: 331.7208 - logits_profile_predictions_loss: 326.7999 - logcount_predictions_loss: 0.3325 210/1811 [==>...........................] - ETA: 3:42 - loss: 331.7271 - logits_profile_predictions_loss: 326.8072 - logcount_predictions_loss: 0.3324 211/1811 [==>...........................] - ETA: 3:42 - loss: 331.7327 - logits_profile_predictions_loss: 326.8137 - logcount_predictions_loss: 0.3324 212/1811 [==>...........................] - ETA: 3:42 - loss: 331.7381 - logits_profile_predictions_loss: 326.8201 - logcount_predictions_loss: 0.3323 213/1811 [==>...........................] - ETA: 3:41 - loss: 331.7441 - logits_profile_predictions_loss: 326.8270 - logcount_predictions_loss: 0.3322 214/1811 [==>...........................] - ETA: 3:41 - loss: 331.7501 - logits_profile_predictions_loss: 326.8338 - logcount_predictions_loss: 0.3322 215/1811 [==>...........................] - ETA: 3:41 - loss: 331.7563 - logits_profile_predictions_loss: 326.8410 - logcount_predictions_loss: 0.3321 216/1811 [==>...........................] - ETA: 3:41 - loss: 331.7625 - logits_profile_predictions_loss: 326.8480 - logcount_predictions_loss: 0.3321 217/1811 [==>...........................] - ETA: 3:41 - loss: 331.7683 - logits_profile_predictions_loss: 326.8547 - logcount_predictions_loss: 0.3320 218/1811 [==>...........................] - ETA: 3:41 - loss: 331.7739 - logits_profile_predictions_loss: 326.8611 - logcount_predictions_loss: 0.3319 219/1811 [==>...........................] - ETA: 3:41 - loss: 331.7800 - logits_profile_predictions_loss: 326.8680 - logcount_predictions_loss: 0.3319 220/1811 [==>...........................] - ETA: 3:40 - loss: 331.7862 - logits_profile_predictions_loss: 326.8750 - logcount_predictions_loss: 0.3318 221/1811 [==>...........................] - ETA: 3:40 - loss: 331.7928 - logits_profile_predictions_loss: 326.8824 - logcount_predictions_loss: 0.3318 222/1811 [==>...........................] - ETA: 3:40 - loss: 331.7990 - logits_profile_predictions_loss: 326.8894 - logcount_predictions_loss: 0.3317 223/1811 [==>...........................] - ETA: 3:40 - loss: 331.8054 - logits_profile_predictions_loss: 326.8966 - logcount_predictions_loss: 0.3317 224/1811 [==>...........................] - ETA: 3:40 - loss: 331.8108 - logits_profile_predictions_loss: 326.9029 - logcount_predictions_loss: 0.3316 225/1811 [==>...........................] - ETA: 3:40 - loss: 331.8165 - logits_profile_predictions_loss: 326.9095 - logcount_predictions_loss: 0.3316 226/1811 [==>...........................] - ETA: 3:40 - loss: 331.8218 - logits_profile_predictions_loss: 326.9156 - logcount_predictions_loss: 0.3315 227/1811 [==>...........................] - ETA: 3:39 - loss: 331.8269 - logits_profile_predictions_loss: 326.9216 - logcount_predictions_loss: 0.3314 228/1811 [==>...........................] - ETA: 3:39 - loss: 331.8321 - logits_profile_predictions_loss: 326.9276 - logcount_predictions_loss: 0.3314 229/1811 [==>...........................] - ETA: 3:39 - loss: 331.8372 - logits_profile_predictions_loss: 326.9335 - logcount_predictions_loss: 0.3313 230/1811 [==>...........................] - ETA: 3:39 - loss: 331.8417 - logits_profile_predictions_loss: 326.9389 - logcount_predictions_loss: 0.3313 231/1811 [==>...........................] - ETA: 3:39 - loss: 331.8467 - logits_profile_predictions_loss: 326.9448 - logcount_predictions_loss: 0.3312 232/1811 [==>...........................] - ETA: 3:39 - loss: 331.8529 - logits_profile_predictions_loss: 326.9519 - logcount_predictions_loss: 0.3312 233/1811 [==>...........................] - ETA: 3:39 - loss: 331.8587 - logits_profile_predictions_loss: 326.9586 - logcount_predictions_loss: 0.3311 234/1811 [==>...........................] - ETA: 3:39 - loss: 331.8649 - logits_profile_predictions_loss: 326.9656 - logcount_predictions_loss: 0.3310 235/1811 [==>...........................] - ETA: 3:38 - loss: 331.8708 - logits_profile_predictions_loss: 326.9724 - logcount_predictions_loss: 0.3310 236/1811 [==>...........................] - ETA: 3:38 - loss: 331.8770 - logits_profile_predictions_loss: 326.9794 - logcount_predictions_loss: 0.3309 237/1811 [==>...........................] - ETA: 3:38 - loss: 331.8832 - logits_profile_predictions_loss: 326.9865 - logcount_predictions_loss: 0.3309 238/1811 [==>...........................] - ETA: 3:38 - loss: 331.8897 - logits_profile_predictions_loss: 326.9939 - logcount_predictions_loss: 0.3308 239/1811 [==>...........................] - ETA: 3:38 - loss: 331.8959 - logits_profile_predictions_loss: 327.0009 - logcount_predictions_loss: 0.3307 240/1811 [==>...........................] - ETA: 3:38 - loss: 331.9022 - logits_profile_predictions_loss: 327.0081 - logcount_predictions_loss: 0.3307 241/1811 [==>...........................] - ETA: 3:38 - loss: 331.9086 - logits_profile_predictions_loss: 327.0154 - logcount_predictions_loss: 0.3306 242/1811 [===>..........................] - ETA: 3:37 - loss: 331.9147 - logits_profile_predictions_loss: 327.0224 - logcount_predictions_loss: 0.3306 243/1811 [===>..........................] - ETA: 3:37 - loss: 331.9208 - logits_profile_predictions_loss: 327.0293 - logcount_predictions_loss: 0.3305 244/1811 [===>..........................] - ETA: 3:37 - loss: 331.9261 - logits_profile_predictions_loss: 327.0355 - logcount_predictions_loss: 0.3304 245/1811 [===>..........................] - ETA: 3:37 - loss: 331.9312 - logits_profile_predictions_loss: 327.0414 - logcount_predictions_loss: 0.3304 246/1811 [===>..........................] - ETA: 3:37 - loss: 331.9364 - logits_profile_predictions_loss: 327.0474 - logcount_predictions_loss: 0.3303 247/1811 [===>..........................] - ETA: 3:37 - loss: 331.9413 - logits_profile_predictions_loss: 327.0531 - logcount_predictions_loss: 0.3303 248/1811 [===>..........................] - ETA: 3:37 - loss: 331.9462 - logits_profile_predictions_loss: 327.0587 - logcount_predictions_loss: 0.3302 249/1811 [===>..........................] - ETA: 3:36 - loss: 331.9511 - logits_profile_predictions_loss: 327.0645 - logcount_predictions_loss: 0.3302 250/1811 [===>..........................] - ETA: 3:36 - loss: 331.9564 - logits_profile_predictions_loss: 327.0704 - logcount_predictions_loss: 0.3301 251/1811 [===>..........................] - ETA: 3:36 - loss: 331.9618 - logits_profile_predictions_loss: 327.0766 - logcount_predictions_loss: 0.3301 252/1811 [===>..........................] - ETA: 3:36 - loss: 331.9671 - logits_profile_predictions_loss: 327.0825 - logcount_predictions_loss: 0.3300 253/1811 [===>..........................] - ETA: 3:36 - loss: 331.9727 - logits_profile_predictions_loss: 327.0888 - logcount_predictions_loss: 0.3300 254/1811 [===>..........................] - ETA: 3:36 - loss: 331.9790 - logits_profile_predictions_loss: 327.0958 - logcount_predictions_loss: 0.3299 255/1811 [===>..........................] - ETA: 3:36 - loss: 331.9856 - logits_profile_predictions_loss: 327.1030 - logcount_predictions_loss: 0.3299 256/1811 [===>..........................] - ETA: 3:35 - loss: 331.9918 - logits_profile_predictions_loss: 327.1099 - logcount_predictions_loss: 0.3299 257/1811 [===>..........................] - ETA: 3:35 - loss: 331.9979 - logits_profile_predictions_loss: 327.1167 - logcount_predictions_loss: 0.3298 258/1811 [===>..........................] - ETA: 3:35 - loss: 332.0039 - logits_profile_predictions_loss: 327.1233 - logcount_predictions_loss: 0.3298 259/1811 [===>..........................] - ETA: 3:35 - loss: 332.0102 - logits_profile_predictions_loss: 327.1302 - logcount_predictions_loss: 0.3297 260/1811 [===>..........................] - ETA: 3:35 - loss: 332.0163 - logits_profile_predictions_loss: 327.1369 - logcount_predictions_loss: 0.3297 261/1811 [===>..........................] - ETA: 3:35 - loss: 332.0229 - logits_profile_predictions_loss: 327.1441 - logcount_predictions_loss: 0.3296 262/1811 [===>..........................] - ETA: 3:35 - loss: 332.0298 - logits_profile_predictions_loss: 327.1516 - logcount_predictions_loss: 0.3296 263/1811 [===>..........................] - ETA: 3:34 - loss: 332.0368 - logits_profile_predictions_loss: 327.1592 - logcount_predictions_loss: 0.3296 264/1811 [===>..........................] - ETA: 3:34 - loss: 332.0442 - logits_profile_predictions_loss: 327.1671 - logcount_predictions_loss: 0.3295 265/1811 [===>..........................] - ETA: 3:34 - loss: 332.0517 - logits_profile_predictions_loss: 327.1752 - logcount_predictions_loss: 0.3295 266/1811 [===>..........................] - ETA: 3:34 - loss: 332.0591 - logits_profile_predictions_loss: 327.1832 - logcount_predictions_loss: 0.3295 267/1811 [===>..........................] - ETA: 3:34 - loss: 332.0669 - logits_profile_predictions_loss: 327.1915 - logcount_predictions_loss: 0.3294 268/1811 [===>..........................] - ETA: 3:34 - loss: 332.0745 - logits_profile_predictions_loss: 327.1997 - logcount_predictions_loss: 0.3294 269/1811 [===>..........................] - ETA: 3:34 - loss: 332.0824 - logits_profile_predictions_loss: 327.2082 - logcount_predictions_loss: 0.3293 270/1811 [===>..........................] - ETA: 3:34 - loss: 332.0902 - logits_profile_predictions_loss: 327.2165 - logcount_predictions_loss: 0.3293 271/1811 [===>..........................] - ETA: 3:33 - loss: 332.0978 - logits_profile_predictions_loss: 327.2246 - logcount_predictions_loss: 0.3293 272/1811 [===>..........................] - ETA: 3:33 - loss: 332.1058 - logits_profile_predictions_loss: 327.2332 - logcount_predictions_loss: 0.3292 273/1811 [===>..........................] - ETA: 3:33 - loss: 332.1137 - logits_profile_predictions_loss: 327.2417 - logcount_predictions_loss: 0.3292 274/1811 [===>..........................] - ETA: 3:33 - loss: 332.1216 - logits_profile_predictions_loss: 327.2502 - logcount_predictions_loss: 0.3291 275/1811 [===>..........................] - ETA: 3:33 - loss: 332.1291 - logits_profile_predictions_loss: 327.2583 - logcount_predictions_loss: 0.3291 276/1811 [===>..........................] - ETA: 3:33 - loss: 332.1367 - logits_profile_predictions_loss: 327.2664 - logcount_predictions_loss: 0.3291 277/1811 [===>..........................] - ETA: 3:33 - loss: 332.1441 - logits_profile_predictions_loss: 327.2744 - logcount_predictions_loss: 0.3290 278/1811 [===>..........................] - ETA: 3:32 - loss: 332.1515 - logits_profile_predictions_loss: 327.2824 - logcount_predictions_loss: 0.3290 279/1811 [===>..........................] - ETA: 3:32 - loss: 332.1587 - logits_profile_predictions_loss: 327.2902 - logcount_predictions_loss: 0.3290 280/1811 [===>..........................] - ETA: 3:32 - loss: 332.1666 - logits_profile_predictions_loss: 327.2986 - logcount_predictions_loss: 0.3289 281/1811 [===>..........................] - ETA: 3:32 - loss: 332.1744 - logits_profile_predictions_loss: 327.3070 - logcount_predictions_loss: 0.3289 282/1811 [===>..........................] - ETA: 3:32 - loss: 332.1823 - logits_profile_predictions_loss: 327.3154 - logcount_predictions_loss: 0.3288 283/1811 [===>..........................] - ETA: 3:32 - loss: 332.1903 - logits_profile_predictions_loss: 327.3241 - logcount_predictions_loss: 0.3288 284/1811 [===>..........................] - ETA: 3:32 - loss: 332.1980 - logits_profile_predictions_loss: 327.3323 - logcount_predictions_loss: 0.3288 285/1811 [===>..........................] - ETA: 3:31 - loss: 332.2058 - logits_profile_predictions_loss: 327.3407 - logcount_predictions_loss: 0.3287 286/1811 [===>..........................] - ETA: 3:31 - loss: 332.2130 - logits_profile_predictions_loss: 327.3485 - logcount_predictions_loss: 0.3287 287/1811 [===>..........................] - ETA: 3:31 - loss: 332.2203 - logits_profile_predictions_loss: 327.3563 - logcount_predictions_loss: 0.3286 288/1811 [===>..........................] - ETA: 3:31 - loss: 332.2278 - logits_profile_predictions_loss: 327.3643 - logcount_predictions_loss: 0.3286 289/1811 [===>..........................] - ETA: 3:31 - loss: 332.2349 - logits_profile_predictions_loss: 327.3720 - logcount_predictions_loss: 0.3286 290/1811 [===>..........................] - ETA: 3:31 - loss: 332.2421 - logits_profile_predictions_loss: 327.3797 - logcount_predictions_loss: 0.3285 291/1811 [===>..........................] - ETA: 3:31 - loss: 332.2492 - logits_profile_predictions_loss: 327.3873 - logcount_predictions_loss: 0.3285 292/1811 [===>..........................] - ETA: 3:30 - loss: 332.2566 - logits_profile_predictions_loss: 327.3952 - logcount_predictions_loss: 0.3285 293/1811 [===>..........................] - ETA: 3:30 - loss: 332.2633 - logits_profile_predictions_loss: 327.4024 - logcount_predictions_loss: 0.3284 294/1811 [===>..........................] - ETA: 3:30 - loss: 332.2701 - logits_profile_predictions_loss: 327.4097 - logcount_predictions_loss: 0.3284 295/1811 [===>..........................] - ETA: 3:30 - loss: 332.2777 - logits_profile_predictions_loss: 327.4178 - logcount_predictions_loss: 0.3284 296/1811 [===>..........................] - ETA: 3:30 - loss: 332.2849 - logits_profile_predictions_loss: 327.4255 - logcount_predictions_loss: 0.3283 297/1811 [===>..........................] - ETA: 3:30 - loss: 332.2924 - logits_profile_predictions_loss: 327.4335 - logcount_predictions_loss: 0.3283 298/1811 [===>..........................] - ETA: 3:30 - loss: 332.2995 - logits_profile_predictions_loss: 327.4412 - logcount_predictions_loss: 0.3283 299/1811 [===>..........................] - ETA: 3:30 - loss: 332.3065 - logits_profile_predictions_loss: 327.4486 - logcount_predictions_loss: 0.3282 300/1811 [===>..........................] - ETA: 3:29 - loss: 332.3138 - logits_profile_predictions_loss: 327.4564 - logcount_predictions_loss: 0.3282 301/1811 [===>..........................] - ETA: 3:29 - loss: 332.3219 - logits_profile_predictions_loss: 327.4649 - logcount_predictions_loss: 0.3282 302/1811 [====>.........................] - ETA: 3:29 - loss: 332.3300 - logits_profile_predictions_loss: 327.4736 - logcount_predictions_loss: 0.3281 303/1811 [====>.........................] - ETA: 3:29 - loss: 332.3378 - logits_profile_predictions_loss: 327.4818 - logcount_predictions_loss: 0.3281 304/1811 [====>.........................] - ETA: 3:29 - loss: 332.3450 - logits_profile_predictions_loss: 327.4895 - logcount_predictions_loss: 0.3281 305/1811 [====>.........................] - ETA: 3:29 - loss: 332.3520 - logits_profile_predictions_loss: 327.4969 - logcount_predictions_loss: 0.3280 306/1811 [====>.........................] - ETA: 3:29 - loss: 332.3591 - logits_profile_predictions_loss: 327.5044 - logcount_predictions_loss: 0.3280 307/1811 [====>.........................] - ETA: 3:28 - loss: 332.3656 - logits_profile_predictions_loss: 327.5114 - logcount_predictions_loss: 0.3280 308/1811 [====>.........................] - ETA: 3:28 - loss: 332.3720 - logits_profile_predictions_loss: 327.5183 - logcount_predictions_loss: 0.3280 309/1811 [====>.........................] - ETA: 3:28 - loss: 332.3782 - logits_profile_predictions_loss: 327.5249 - logcount_predictions_loss: 0.3279 310/1811 [====>.........................] - ETA: 3:28 - loss: 332.3844 - logits_profile_predictions_loss: 327.5315 - logcount_predictions_loss: 0.3279 311/1811 [====>.........................] - ETA: 3:28 - loss: 332.3906 - logits_profile_predictions_loss: 327.5382 - logcount_predictions_loss: 0.3279 312/1811 [====>.........................] - ETA: 3:28 - loss: 332.3967 - logits_profile_predictions_loss: 327.5446 - logcount_predictions_loss: 0.3278 313/1811 [====>.........................] - ETA: 3:28 - loss: 332.4027 - logits_profile_predictions_loss: 327.5511 - logcount_predictions_loss: 0.3278 314/1811 [====>.........................] - ETA: 3:27 - loss: 332.4089 - logits_profile_predictions_loss: 327.5577 - logcount_predictions_loss: 0.3278 315/1811 [====>.........................] - ETA: 3:27 - loss: 332.4151 - logits_profile_predictions_loss: 327.5642 - logcount_predictions_loss: 0.3278 316/1811 [====>.........................] - ETA: 3:27 - loss: 332.4213 - logits_profile_predictions_loss: 327.5708 - logcount_predictions_loss: 0.3277 317/1811 [====>.........................] - ETA: 3:27 - loss: 332.4272 - logits_profile_predictions_loss: 327.5770 - logcount_predictions_loss: 0.3277 318/1811 [====>.........................] - ETA: 3:27 - loss: 332.4330 - logits_profile_predictions_loss: 327.5833 - logcount_predictions_loss: 0.3277 319/1811 [====>.........................] - ETA: 3:27 - loss: 332.4385 - logits_profile_predictions_loss: 327.5891 - logcount_predictions_loss: 0.3277 320/1811 [====>.........................] - ETA: 3:27 - loss: 332.4437 - logits_profile_predictions_loss: 327.5947 - logcount_predictions_loss: 0.3276 321/1811 [====>.........................] - ETA: 3:26 - loss: 332.4487 - logits_profile_predictions_loss: 327.5999 - logcount_predictions_loss: 0.3276 322/1811 [====>.........................] - ETA: 3:26 - loss: 332.4537 - logits_profile_predictions_loss: 327.6053 - logcount_predictions_loss: 0.3276 323/1811 [====>.........................] - ETA: 3:26 - loss: 332.4584 - logits_profile_predictions_loss: 327.6104 - logcount_predictions_loss: 0.3276 324/1811 [====>.........................] - ETA: 3:26 - loss: 332.4632 - logits_profile_predictions_loss: 327.6154 - logcount_predictions_loss: 0.3275 325/1811 [====>.........................] - ETA: 3:26 - loss: 332.4681 - logits_profile_predictions_loss: 327.6207 - logcount_predictions_loss: 0.3275 326/1811 [====>.........................] - ETA: 3:26 - loss: 332.4731 - logits_profile_predictions_loss: 327.6260 - logcount_predictions_loss: 0.3275 327/1811 [====>.........................] - ETA: 3:26 - loss: 332.4780 - logits_profile_predictions_loss: 327.6313 - logcount_predictions_loss: 0.3275 328/1811 [====>.........................] - ETA: 3:25 - loss: 332.4833 - logits_profile_predictions_loss: 327.6369 - logcount_predictions_loss: 0.3275 329/1811 [====>.........................] - ETA: 3:25 - loss: 332.4888 - logits_profile_predictions_loss: 327.6427 - logcount_predictions_loss: 0.3274 330/1811 [====>.........................] - ETA: 3:25 - loss: 332.4938 - logits_profile_predictions_loss: 327.6481 - logcount_predictions_loss: 0.3274 331/1811 [====>.........................] - ETA: 3:25 - loss: 332.4988 - logits_profile_predictions_loss: 327.6533 - logcount_predictions_loss: 0.3274 332/1811 [====>.........................] - ETA: 3:25 - loss: 332.5037 - logits_profile_predictions_loss: 327.6586 - logcount_predictions_loss: 0.3274 333/1811 [====>.........................] - ETA: 3:25 - loss: 332.5087 - logits_profile_predictions_loss: 327.6639 - logcount_predictions_loss: 0.3274 334/1811 [====>.........................] - ETA: 3:25 - loss: 332.5139 - logits_profile_predictions_loss: 327.6694 - logcount_predictions_loss: 0.3273 335/1811 [====>.........................] - ETA: 3:25 - loss: 332.5192 - logits_profile_predictions_loss: 327.6750 - logcount_predictions_loss: 0.3273 336/1811 [====>.........................] - ETA: 3:24 - loss: 332.5243 - logits_profile_predictions_loss: 327.6805 - logcount_predictions_loss: 0.3273 337/1811 [====>.........................] - ETA: 3:24 - loss: 332.5296 - logits_profile_predictions_loss: 327.6860 - logcount_predictions_loss: 0.3273 338/1811 [====>.........................] - ETA: 3:24 - loss: 332.5346 - logits_profile_predictions_loss: 327.6913 - logcount_predictions_loss: 0.3272 339/1811 [====>.........................] - ETA: 3:24 - loss: 332.5397 - logits_profile_predictions_loss: 327.6968 - logcount_predictions_loss: 0.3272 340/1811 [====>.........................] - ETA: 3:24 - loss: 332.5449 - logits_profile_predictions_loss: 327.7023 - logcount_predictions_loss: 0.3272 341/1811 [====>.........................] - ETA: 3:24 - loss: 332.5500 - logits_profile_predictions_loss: 327.7077 - logcount_predictions_loss: 0.3272 342/1811 [====>.........................] - ETA: 3:24 - loss: 332.5554 - logits_profile_predictions_loss: 327.7134 - logcount_predictions_loss: 0.3272 343/1811 [====>.........................] - ETA: 3:23 - loss: 332.5608 - logits_profile_predictions_loss: 327.7192 - logcount_predictions_loss: 0.3271 344/1811 [====>.........................] - ETA: 3:23 - loss: 332.5666 - logits_profile_predictions_loss: 327.7253 - logcount_predictions_loss: 0.3271 345/1811 [====>.........................] - ETA: 3:23 - loss: 332.5721 - logits_profile_predictions_loss: 327.7312 - logcount_predictions_loss: 0.3271 346/1811 [====>.........................] - ETA: 3:23 - loss: 332.5774 - logits_profile_predictions_loss: 327.7367 - logcount_predictions_loss: 0.3271 347/1811 [====>.........................] - ETA: 3:23 - loss: 332.5826 - logits_profile_predictions_loss: 327.7422 - logcount_predictions_loss: 0.3270 348/1811 [====>.........................] - ETA: 3:23 - loss: 332.5880 - logits_profile_predictions_loss: 327.7479 - logcount_predictions_loss: 0.3270 349/1811 [====>.........................] - ETA: 3:23 - loss: 332.5935 - logits_profile_predictions_loss: 327.7537 - logcount_predictions_loss: 0.3270 350/1811 [====>.........................] - ETA: 3:22 - loss: 332.5993 - logits_profile_predictions_loss: 327.7599 - logcount_predictions_loss: 0.3270 351/1811 [====>.........................] - ETA: 3:22 - loss: 332.6049 - logits_profile_predictions_loss: 327.7658 - logcount_predictions_loss: 0.3270 352/1811 [====>.........................] - ETA: 3:22 - loss: 332.6106 - logits_profile_predictions_loss: 327.7718 - logcount_predictions_loss: 0.3269 353/1811 [====>.........................] - ETA: 3:22 - loss: 332.6162 - logits_profile_predictions_loss: 327.7777 - logcount_predictions_loss: 0.3269 354/1811 [====>.........................] - ETA: 3:22 - loss: 332.6217 - logits_profile_predictions_loss: 327.7836 - logcount_predictions_loss: 0.3269 355/1811 [====>.........................] - ETA: 3:22 - loss: 332.6270 - logits_profile_predictions_loss: 327.7892 - logcount_predictions_loss: 0.3269 356/1811 [====>.........................] - ETA: 3:22 - loss: 332.6323 - logits_profile_predictions_loss: 327.7947 - logcount_predictions_loss: 0.3269 357/1811 [====>.........................] - ETA: 3:21 - loss: 332.6377 - logits_profile_predictions_loss: 327.8005 - logcount_predictions_loss: 0.3268 358/1811 [====>.........................] - ETA: 3:21 - loss: 332.6428 - logits_profile_predictions_loss: 327.8059 - logcount_predictions_loss: 0.3268 359/1811 [====>.........................] - ETA: 3:21 - loss: 332.6481 - logits_profile_predictions_loss: 327.8114 - logcount_predictions_loss: 0.3268 360/1811 [====>.........................] - ETA: 3:21 - loss: 332.6536 - logits_profile_predictions_loss: 327.8171 - logcount_predictions_loss: 0.3268 361/1811 [====>.........................] - ETA: 3:21 - loss: 332.6588 - logits_profile_predictions_loss: 327.8227 - logcount_predictions_loss: 0.3268 362/1811 [====>.........................] - ETA: 3:21 - loss: 332.6641 - logits_profile_predictions_loss: 327.8282 - logcount_predictions_loss: 0.3267 363/1811 [=====>........................] - ETA: 3:21 - loss: 332.6691 - logits_profile_predictions_loss: 327.8335 - logcount_predictions_loss: 0.3267 364/1811 [=====>........................] - ETA: 3:21 - loss: 332.6742 - logits_profile_predictions_loss: 327.8388 - logcount_predictions_loss: 0.3267 365/1811 [=====>........................] - ETA: 3:20 - loss: 332.6790 - logits_profile_predictions_loss: 327.8438 - logcount_predictions_loss: 0.3267 366/1811 [=====>........................] - ETA: 3:20 - loss: 332.6839 - logits_profile_predictions_loss: 327.8489 - logcount_predictions_loss: 0.3267 367/1811 [=====>........................] - ETA: 3:20 - loss: 332.6889 - logits_profile_predictions_loss: 327.8542 - logcount_predictions_loss: 0.3267 368/1811 [=====>........................] - ETA: 3:20 - loss: 332.6942 - logits_profile_predictions_loss: 327.8597 - logcount_predictions_loss: 0.3267 369/1811 [=====>........................] - ETA: 3:20 - loss: 332.6993 - logits_profile_predictions_loss: 327.8651 - logcount_predictions_loss: 0.3266 370/1811 [=====>........................] - ETA: 3:20 - loss: 332.7049 - logits_profile_predictions_loss: 327.8708 - logcount_predictions_loss: 0.3266 371/1811 [=====>........................] - ETA: 3:20 - loss: 332.7104 - logits_profile_predictions_loss: 327.8765 - logcount_predictions_loss: 0.3266 372/1811 [=====>........................] - ETA: 3:19 - loss: 332.7157 - logits_profile_predictions_loss: 327.8821 - logcount_predictions_loss: 0.3266 373/1811 [=====>........................] - ETA: 3:19 - loss: 332.7210 - logits_profile_predictions_loss: 327.8876 - logcount_predictions_loss: 0.3266 374/1811 [=====>........................] - ETA: 3:19 - loss: 332.7262 - 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[=====>........................] - ETA: 3:18 - loss: 332.7640 - logits_profile_predictions_loss: 327.9323 - logcount_predictions_loss: 0.3265 382/1811 [=====>........................] - ETA: 3:18 - loss: 332.7690 - logits_profile_predictions_loss: 327.9376 - logcount_predictions_loss: 0.3264 383/1811 [=====>........................] - ETA: 3:18 - loss: 332.7741 - logits_profile_predictions_loss: 327.9429 - logcount_predictions_loss: 0.3264 384/1811 [=====>........................] - ETA: 3:18 - loss: 332.7791 - logits_profile_predictions_loss: 327.9481 - logcount_predictions_loss: 0.3264 385/1811 [=====>........................] - ETA: 3:18 - loss: 332.7840 - logits_profile_predictions_loss: 327.9532 - logcount_predictions_loss: 0.3264 386/1811 [=====>........................] - ETA: 3:17 - loss: 332.7890 - logits_profile_predictions_loss: 327.9584 - logcount_predictions_loss: 0.3264 387/1811 [=====>........................] - ETA: 3:17 - loss: 332.7938 - logits_profile_predictions_loss: 327.9634 - logcount_predictions_loss: 0.3264 388/1811 [=====>........................] - ETA: 3:17 - loss: 332.7986 - logits_profile_predictions_loss: 327.9684 - logcount_predictions_loss: 0.3264 389/1811 [=====>........................] - ETA: 3:17 - loss: 332.8031 - logits_profile_predictions_loss: 327.9731 - logcount_predictions_loss: 0.3263 390/1811 [=====>........................] - ETA: 3:17 - loss: 332.8076 - logits_profile_predictions_loss: 327.9779 - logcount_predictions_loss: 0.3263 391/1811 [=====>........................] - ETA: 3:17 - loss: 332.8120 - logits_profile_predictions_loss: 327.9824 - logcount_predictions_loss: 0.3263 392/1811 [=====>........................] - ETA: 3:17 - loss: 332.8163 - logits_profile_predictions_loss: 327.9869 - logcount_predictions_loss: 0.3263 393/1811 [=====>........................] - ETA: 3:16 - loss: 332.8205 - logits_profile_predictions_loss: 327.9913 - logcount_predictions_loss: 0.3263 394/1811 [=====>........................] - ETA: 3:16 - loss: 332.8246 - logits_profile_predictions_loss: 327.9956 - logcount_predictions_loss: 0.3263 395/1811 [=====>........................] - ETA: 3:16 - loss: 332.8284 - logits_profile_predictions_loss: 327.9997 - logcount_predictions_loss: 0.3263 396/1811 [=====>........................] - ETA: 3:16 - loss: 332.8322 - logits_profile_predictions_loss: 328.0037 - logcount_predictions_loss: 0.3262 397/1811 [=====>........................] - ETA: 3:16 - loss: 332.8359 - logits_profile_predictions_loss: 328.0077 - logcount_predictions_loss: 0.3262 398/1811 [=====>........................] - ETA: 3:16 - loss: 332.8398 - logits_profile_predictions_loss: 328.0118 - logcount_predictions_loss: 0.3262 399/1811 [=====>........................] - ETA: 3:16 - loss: 332.8434 - logits_profile_predictions_loss: 328.0157 - logcount_predictions_loss: 0.3262 400/1811 [=====>........................] - ETA: 3:16 - loss: 332.8470 - logits_profile_predictions_loss: 328.0196 - logcount_predictions_loss: 0.3262 401/1811 [=====>........................] - ETA: 3:15 - loss: 332.8505 - logits_profile_predictions_loss: 328.0233 - logcount_predictions_loss: 0.3262 402/1811 [=====>........................] - ETA: 3:15 - loss: 332.8539 - logits_profile_predictions_loss: 328.0270 - logcount_predictions_loss: 0.3261 403/1811 [=====>........................] - ETA: 3:15 - loss: 332.8575 - logits_profile_predictions_loss: 328.0309 - logcount_predictions_loss: 0.3261 404/1811 [=====>........................] - ETA: 3:15 - loss: 332.8613 - logits_profile_predictions_loss: 328.0349 - logcount_predictions_loss: 0.3261 405/1811 [=====>........................] - ETA: 3:15 - loss: 332.8653 - logits_profile_predictions_loss: 328.0391 - logcount_predictions_loss: 0.3261 406/1811 [=====>........................] - ETA: 3:15 - loss: 332.8694 - logits_profile_predictions_loss: 328.0435 - logcount_predictions_loss: 0.3261 407/1811 [=====>........................] - ETA: 3:15 - loss: 332.8735 - logits_profile_predictions_loss: 328.0479 - logcount_predictions_loss: 0.3261 408/1811 [=====>........................] - ETA: 3:14 - loss: 332.8778 - logits_profile_predictions_loss: 328.0523 - logcount_predictions_loss: 0.3260 409/1811 [=====>........................] - ETA: 3:14 - loss: 332.8820 - logits_profile_predictions_loss: 328.0568 - logcount_predictions_loss: 0.3260 410/1811 [=====>........................] - ETA: 3:14 - loss: 332.8862 - logits_profile_predictions_loss: 328.0613 - logcount_predictions_loss: 0.3260 411/1811 [=====>........................] - ETA: 3:14 - loss: 332.8904 - logits_profile_predictions_loss: 328.0657 - logcount_predictions_loss: 0.3260 412/1811 [=====>........................] - ETA: 3:14 - loss: 332.8944 - logits_profile_predictions_loss: 328.0699 - logcount_predictions_loss: 0.3260 413/1811 [=====>........................] - ETA: 3:14 - loss: 332.8984 - 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[=====>........................] - ETA: 3:13 - loss: 332.9253 - logits_profile_predictions_loss: 328.1026 - logcount_predictions_loss: 0.3259 421/1811 [=====>........................] - ETA: 3:13 - loss: 332.9290 - logits_profile_predictions_loss: 328.1065 - logcount_predictions_loss: 0.3258 422/1811 [=====>........................] - ETA: 3:12 - loss: 332.9327 - logits_profile_predictions_loss: 328.1104 - logcount_predictions_loss: 0.3258 423/1811 [======>.......................] - ETA: 3:12 - loss: 332.9363 - logits_profile_predictions_loss: 328.1141 - logcount_predictions_loss: 0.3258 424/1811 [======>.......................] - ETA: 3:12 - loss: 332.9398 - logits_profile_predictions_loss: 328.1179 - logcount_predictions_loss: 0.3258 425/1811 [======>.......................] - ETA: 3:12 - loss: 332.9433 - logits_profile_predictions_loss: 328.1215 - logcount_predictions_loss: 0.3258 426/1811 [======>.......................] - ETA: 3:12 - loss: 332.9468 - 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[======>.......................] - ETA: 3:11 - loss: 332.9691 - logits_profile_predictions_loss: 328.1488 - logcount_predictions_loss: 0.3257 434/1811 [======>.......................] - ETA: 3:11 - loss: 332.9722 - logits_profile_predictions_loss: 328.1521 - logcount_predictions_loss: 0.3257 435/1811 [======>.......................] - ETA: 3:11 - loss: 332.9753 - logits_profile_predictions_loss: 328.1553 - logcount_predictions_loss: 0.3257 436/1811 [======>.......................] - ETA: 3:11 - loss: 332.9784 - logits_profile_predictions_loss: 328.1586 - logcount_predictions_loss: 0.3257 437/1811 [======>.......................] - ETA: 3:10 - loss: 332.9814 - logits_profile_predictions_loss: 328.1618 - logcount_predictions_loss: 0.3256 438/1811 [======>.......................] - ETA: 3:10 - loss: 332.9845 - logits_profile_predictions_loss: 328.1651 - logcount_predictions_loss: 0.3256 439/1811 [======>.......................] - ETA: 3:10 - loss: 332.9876 - 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[============================>.] - ETA: 4s - loss: 333.6330 - logits_profile_predictions_loss: 328.9511 - logcount_predictions_loss: 0.3163 1780/1811 [============================>.] - ETA: 4s - loss: 333.6330 - logits_profile_predictions_loss: 328.9512 - logcount_predictions_loss: 0.3163 1781/1811 [============================>.] - ETA: 4s - loss: 333.6330 - logits_profile_predictions_loss: 328.9512 - logcount_predictions_loss: 0.3163 1782/1811 [============================>.] - ETA: 4s - loss: 333.6330 - logits_profile_predictions_loss: 328.9512 - logcount_predictions_loss: 0.3163 1783/1811 [============================>.] - ETA: 3s - loss: 333.6330 - logits_profile_predictions_loss: 328.9513 - logcount_predictions_loss: 0.3163 1784/1811 [============================>.] - ETA: 3s - loss: 333.6330 - logits_profile_predictions_loss: 328.9513 - logcount_predictions_loss: 0.3163 1785/1811 [============================>.] - ETA: 3s - loss: 333.6330 - logits_profile_predictions_loss: 328.9514 - logcount_predictions_loss: 0.3163 1786/1811 [============================>.] - ETA: 3s - loss: 333.6330 - logits_profile_predictions_loss: 328.9514 - logcount_predictions_loss: 0.3163 1787/1811 [============================>.] - ETA: 3s - loss: 333.6329 - logits_profile_predictions_loss: 328.9515 - logcount_predictions_loss: 0.3163 1788/1811 [============================>.] - ETA: 3s - loss: 333.6329 - logits_profile_predictions_loss: 328.9515 - logcount_predictions_loss: 0.3163 1789/1811 [============================>.] - ETA: 3s - loss: 333.6329 - logits_profile_predictions_loss: 328.9516 - logcount_predictions_loss: 0.3163 1790/1811 [============================>.] - ETA: 2s - loss: 333.6329 - logits_profile_predictions_loss: 328.9516 - logcount_predictions_loss: 0.3163 1791/1811 [============================>.] - ETA: 2s - loss: 333.6329 - logits_profile_predictions_loss: 328.9516 - logcount_predictions_loss: 0.3163 1792/1811 [============================>.] - ETA: 2s - 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1799/1811 [============================>.] - ETA: 1s - loss: 333.6330 - logits_profile_predictions_loss: 328.9521 - logcount_predictions_loss: 0.3163 1800/1811 [============================>.] - ETA: 1s - loss: 333.6330 - logits_profile_predictions_loss: 328.9521 - logcount_predictions_loss: 0.3163 1801/1811 [============================>.] - ETA: 1s - loss: 333.6330 - logits_profile_predictions_loss: 328.9522 - logcount_predictions_loss: 0.3163 1802/1811 [============================>.] - ETA: 1s - loss: 333.6330 - logits_profile_predictions_loss: 328.9522 - logcount_predictions_loss: 0.3162 1803/1811 [============================>.] - ETA: 1s - loss: 333.6329 - logits_profile_predictions_loss: 328.9523 - logcount_predictions_loss: 0.3162 1804/1811 [============================>.] - ETA: 0s - loss: 333.6329 - logits_profile_predictions_loss: 328.9523 - logcount_predictions_loss: 0.3162 1805/1811 [============================>.] - ETA: 0s - loss: 333.6329 - logits_profile_predictions_loss: 328.9524 - logcount_predictions_loss: 0.3162 1806/1811 [============================>.] - ETA: 0s - loss: 333.6329 - logits_profile_predictions_loss: 328.9524 - logcount_predictions_loss: 0.3162 1807/1811 [============================>.] - ETA: 0s - loss: 333.6329 - logits_profile_predictions_loss: 328.9525 - logcount_predictions_loss: 0.3162 1808/1811 [============================>.] - ETA: 0s - loss: 333.6329 - logits_profile_predictions_loss: 328.9525 - logcount_predictions_loss: 0.3162 1809/1811 [============================>.] - ETA: 0s - loss: 333.6329 - logits_profile_predictions_loss: 328.9526 - logcount_predictions_loss: 0.3162 1810/1811 [============================>.] - ETA: 0s - loss: 333.6329 - logits_profile_predictions_loss: 328.9526 - logcount_predictions_loss: 0.3162 1811/1811 [==============================] - ETA: 0s - loss: 333.6329 - logits_profile_predictions_loss: 328.9527 - logcount_predictions_loss: 0.3162 1811/1811 [==============================] - 262s 145ms/step - loss: 333.6329 - logits_profile_predictions_loss: 328.9527 - logcount_predictions_loss: 0.3162 - val_loss: 367.5364 - val_logits_profile_predictions_loss: 360.2323 - val_logcount_predictions_loss: 0.4935 Epoch 00011: val_loss did not improve from 366.30872 Epoch 12/50 1/1811 [..............................] - ETA: 4:39 - loss: 335.8989 - logits_profile_predictions_loss: 330.8422 - logcount_predictions_loss: 0.3417 2/1811 [..............................] - ETA: 4:25 - loss: 333.5558 - logits_profile_predictions_loss: 328.9053 - logcount_predictions_loss: 0.3142 3/1811 [..............................] - ETA: 4:19 - loss: 331.8159 - logits_profile_predictions_loss: 327.3728 - logcount_predictions_loss: 0.3002 4/1811 [..............................] - ETA: 4:16 - loss: 330.7581 - logits_profile_predictions_loss: 326.4056 - logcount_predictions_loss: 0.2941 5/1811 [..............................] - ETA: 4:15 - loss: 330.0606 - logits_profile_predictions_loss: 325.8064 - logcount_predictions_loss: 0.2874 6/1811 [..............................] - ETA: 4:14 - loss: 329.8577 - logits_profile_predictions_loss: 325.6766 - logcount_predictions_loss: 0.2825 7/1811 [..............................] - ETA: 4:13 - loss: 329.6716 - logits_profile_predictions_loss: 325.5256 - logcount_predictions_loss: 0.2801 8/1811 [..............................] - ETA: 4:12 - loss: 329.4721 - logits_profile_predictions_loss: 325.3495 - logcount_predictions_loss: 0.2786 9/1811 [..............................] - ETA: 4:12 - loss: 329.2816 - logits_profile_predictions_loss: 325.1625 - logcount_predictions_loss: 0.2783 10/1811 [..............................] - ETA: 4:11 - loss: 329.1178 - logits_profile_predictions_loss: 325.0031 - logcount_predictions_loss: 0.2780 11/1811 [..............................] - ETA: 4:11 - loss: 329.1626 - logits_profile_predictions_loss: 325.0387 - logcount_predictions_loss: 0.2786 12/1811 [..............................] - ETA: 4:11 - loss: 329.4601 - logits_profile_predictions_loss: 325.3286 - logcount_predictions_loss: 0.2792 13/1811 [..............................] - ETA: 4:10 - loss: 329.5918 - logits_profile_predictions_loss: 325.4541 - logcount_predictions_loss: 0.2796 14/1811 [..............................] - ETA: 4:10 - loss: 329.8446 - logits_profile_predictions_loss: 325.7063 - logcount_predictions_loss: 0.2796 15/1811 [..............................] - ETA: 4:10 - loss: 329.9927 - logits_profile_predictions_loss: 325.8589 - logcount_predictions_loss: 0.2793 16/1811 [..............................] - ETA: 4:10 - loss: 330.1456 - logits_profile_predictions_loss: 326.0203 - logcount_predictions_loss: 0.2787 17/1811 [..............................] - ETA: 4:09 - loss: 330.3616 - logits_profile_predictions_loss: 326.2439 - logcount_predictions_loss: 0.2782 18/1811 [..............................] - ETA: 4:09 - loss: 330.3758 - logits_profile_predictions_loss: 326.2672 - logcount_predictions_loss: 0.2776 19/1811 [..............................] - ETA: 4:09 - loss: 330.3855 - logits_profile_predictions_loss: 326.2845 - logcount_predictions_loss: 0.2771 20/1811 [..............................] - ETA: 4:09 - loss: 330.3626 - logits_profile_predictions_loss: 326.2668 - logcount_predictions_loss: 0.2767 21/1811 [..............................] - ETA: 4:09 - loss: 330.3940 - logits_profile_predictions_loss: 326.3042 - logcount_predictions_loss: 0.2763 22/1811 [..............................] - ETA: 4:08 - loss: 330.4381 - logits_profile_predictions_loss: 326.3518 - logcount_predictions_loss: 0.2761 23/1811 [..............................] - ETA: 4:08 - loss: 330.4835 - logits_profile_predictions_loss: 326.4006 - logcount_predictions_loss: 0.2759 24/1811 [..............................] - ETA: 4:08 - loss: 330.5387 - logits_profile_predictions_loss: 326.4615 - logcount_predictions_loss: 0.2755 25/1811 [..............................] - ETA: 4:08 - loss: 330.5651 - logits_profile_predictions_loss: 326.4929 - logcount_predictions_loss: 0.2751 26/1811 [..............................] - ETA: 4:08 - loss: 330.6366 - logits_profile_predictions_loss: 326.5707 - logcount_predictions_loss: 0.2747 27/1811 [..............................] - ETA: 4:08 - loss: 330.6545 - logits_profile_predictions_loss: 326.5931 - logcount_predictions_loss: 0.2744 28/1811 [..............................] - ETA: 4:07 - loss: 330.6784 - logits_profile_predictions_loss: 326.6214 - logcount_predictions_loss: 0.2741 29/1811 [..............................] - ETA: 4:07 - loss: 330.6795 - logits_profile_predictions_loss: 326.6263 - logcount_predictions_loss: 0.2739 30/1811 [..............................] - ETA: 4:07 - loss: 330.6432 - logits_profile_predictions_loss: 326.5932 - logcount_predictions_loss: 0.2737 31/1811 [..............................] - ETA: 4:07 - loss: 330.5666 - logits_profile_predictions_loss: 326.5200 - logcount_predictions_loss: 0.2734 32/1811 [..............................] - ETA: 4:07 - loss: 330.4763 - logits_profile_predictions_loss: 326.4321 - logcount_predictions_loss: 0.2733 33/1811 [..............................] - ETA: 4:07 - loss: 330.3954 - logits_profile_predictions_loss: 326.3545 - logcount_predictions_loss: 0.2730 34/1811 [..............................] - ETA: 4:06 - loss: 330.3084 - logits_profile_predictions_loss: 326.2708 - logcount_predictions_loss: 0.2728 35/1811 [..............................] - ETA: 4:06 - loss: 330.2576 - logits_profile_predictions_loss: 326.2219 - logcount_predictions_loss: 0.2727 36/1811 [..............................] - ETA: 4:06 - loss: 330.2029 - logits_profile_predictions_loss: 326.1695 - logcount_predictions_loss: 0.2725 37/1811 [..............................] - ETA: 4:06 - loss: 330.1413 - logits_profile_predictions_loss: 326.1102 - logcount_predictions_loss: 0.2724 38/1811 [..............................] - ETA: 4:06 - loss: 330.0879 - logits_profile_predictions_loss: 326.0590 - logcount_predictions_loss: 0.2722 39/1811 [..............................] - ETA: 4:06 - loss: 330.0835 - logits_profile_predictions_loss: 326.0564 - logcount_predictions_loss: 0.2721 40/1811 [..............................] - ETA: 4:06 - loss: 330.0921 - logits_profile_predictions_loss: 326.0663 - logcount_predictions_loss: 0.2720 41/1811 [..............................] - ETA: 4:05 - loss: 330.0962 - logits_profile_predictions_loss: 326.0718 - logcount_predictions_loss: 0.2719 42/1811 [..............................] - ETA: 4:05 - loss: 330.1159 - logits_profile_predictions_loss: 326.0926 - logcount_predictions_loss: 0.2718 43/1811 [..............................] - ETA: 4:05 - loss: 330.1404 - logits_profile_predictions_loss: 326.1185 - logcount_predictions_loss: 0.2718 44/1811 [..............................] - ETA: 4:05 - loss: 330.1737 - logits_profile_predictions_loss: 326.1528 - logcount_predictions_loss: 0.2717 45/1811 [..............................] - ETA: 4:05 - loss: 330.2140 - logits_profile_predictions_loss: 326.1936 - logcount_predictions_loss: 0.2717 46/1811 [..............................] - ETA: 4:05 - loss: 330.2443 - logits_profile_predictions_loss: 326.2246 - logcount_predictions_loss: 0.2716 47/1811 [..............................] - ETA: 4:05 - loss: 330.2794 - logits_profile_predictions_loss: 326.2598 - logcount_predictions_loss: 0.2716 48/1811 [..............................] - ETA: 4:04 - loss: 330.3180 - logits_profile_predictions_loss: 326.2982 - logcount_predictions_loss: 0.2716 49/1811 [..............................] - ETA: 4:04 - loss: 330.3552 - logits_profile_predictions_loss: 326.3354 - logcount_predictions_loss: 0.2716 50/1811 [..............................] - ETA: 4:04 - loss: 330.3910 - logits_profile_predictions_loss: 326.3711 - logcount_predictions_loss: 0.2716 51/1811 [..............................] - ETA: 4:04 - loss: 330.4406 - logits_profile_predictions_loss: 326.4208 - logcount_predictions_loss: 0.2716 52/1811 [..............................] - ETA: 4:04 - loss: 330.4882 - logits_profile_predictions_loss: 326.4682 - logcount_predictions_loss: 0.2716 53/1811 [..............................] - ETA: 4:04 - loss: 330.5335 - logits_profile_predictions_loss: 326.5127 - logcount_predictions_loss: 0.2717 54/1811 [..............................] - ETA: 4:04 - loss: 330.5789 - logits_profile_predictions_loss: 326.5575 - logcount_predictions_loss: 0.2717 55/1811 [..............................] - ETA: 4:03 - loss: 330.6236 - logits_profile_predictions_loss: 326.6012 - logcount_predictions_loss: 0.2718 56/1811 [..............................] - ETA: 4:03 - loss: 330.6623 - logits_profile_predictions_loss: 326.6387 - logcount_predictions_loss: 0.2719 57/1811 [..............................] - ETA: 4:03 - loss: 330.6917 - logits_profile_predictions_loss: 326.6672 - logcount_predictions_loss: 0.2719 58/1811 [..............................] - ETA: 4:03 - 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[==>...........................] - ETA: 3:43 - loss: 329.9833 - logits_profile_predictions_loss: 325.8392 - logcount_predictions_loss: 0.2800 203/1811 [==>...........................] - ETA: 3:43 - loss: 329.9755 - logits_profile_predictions_loss: 325.8310 - logcount_predictions_loss: 0.2800 204/1811 [==>...........................] - ETA: 3:43 - loss: 329.9682 - logits_profile_predictions_loss: 325.8233 - logcount_predictions_loss: 0.2801 205/1811 [==>...........................] - ETA: 3:42 - loss: 329.9610 - logits_profile_predictions_loss: 325.8156 - logcount_predictions_loss: 0.2801 206/1811 [==>...........................] - ETA: 3:42 - loss: 329.9538 - logits_profile_predictions_loss: 325.8080 - logcount_predictions_loss: 0.2801 207/1811 [==>...........................] - ETA: 3:42 - loss: 329.9468 - logits_profile_predictions_loss: 325.8006 - logcount_predictions_loss: 0.2801 208/1811 [==>...........................] - ETA: 3:42 - loss: 329.9394 - logits_profile_predictions_loss: 325.7929 - logcount_predictions_loss: 0.2802 209/1811 [==>...........................] - ETA: 3:42 - loss: 329.9319 - logits_profile_predictions_loss: 325.7849 - logcount_predictions_loss: 0.2802 210/1811 [==>...........................] - ETA: 3:42 - loss: 329.9245 - logits_profile_predictions_loss: 325.7772 - logcount_predictions_loss: 0.2802 211/1811 [==>...........................] - ETA: 3:42 - loss: 329.9169 - logits_profile_predictions_loss: 325.7691 - logcount_predictions_loss: 0.2803 212/1811 [==>...........................] - ETA: 3:41 - loss: 329.9100 - logits_profile_predictions_loss: 325.7618 - logcount_predictions_loss: 0.2803 213/1811 [==>...........................] - ETA: 3:41 - loss: 329.9023 - logits_profile_predictions_loss: 325.7537 - logcount_predictions_loss: 0.2803 214/1811 [==>...........................] - ETA: 3:41 - loss: 329.8949 - logits_profile_predictions_loss: 325.7458 - logcount_predictions_loss: 0.2803 215/1811 [==>...........................] - ETA: 3:41 - loss: 329.8872 - logits_profile_predictions_loss: 325.7377 - logcount_predictions_loss: 0.2804 216/1811 [==>...........................] - ETA: 3:41 - loss: 329.8798 - logits_profile_predictions_loss: 325.7299 - logcount_predictions_loss: 0.2804 217/1811 [==>...........................] - ETA: 3:41 - loss: 329.8715 - logits_profile_predictions_loss: 325.7212 - logcount_predictions_loss: 0.2804 218/1811 [==>...........................] - ETA: 3:41 - loss: 329.8637 - logits_profile_predictions_loss: 325.7130 - logcount_predictions_loss: 0.2805 219/1811 [==>...........................] - ETA: 3:40 - loss: 329.8564 - logits_profile_predictions_loss: 325.7053 - logcount_predictions_loss: 0.2805 220/1811 [==>...........................] - ETA: 3:40 - loss: 329.8491 - logits_profile_predictions_loss: 325.6975 - logcount_predictions_loss: 0.2805 221/1811 [==>...........................] - ETA: 3:40 - loss: 329.8424 - logits_profile_predictions_loss: 325.6904 - logcount_predictions_loss: 0.2805 222/1811 [==>...........................] - ETA: 3:40 - loss: 329.8354 - logits_profile_predictions_loss: 325.6830 - logcount_predictions_loss: 0.2806 223/1811 [==>...........................] - ETA: 3:40 - loss: 329.8295 - logits_profile_predictions_loss: 325.6767 - logcount_predictions_loss: 0.2806 224/1811 [==>...........................] - ETA: 3:40 - loss: 329.8233 - logits_profile_predictions_loss: 325.6701 - logcount_predictions_loss: 0.2806 225/1811 [==>...........................] - ETA: 3:40 - loss: 329.8172 - logits_profile_predictions_loss: 325.6638 - logcount_predictions_loss: 0.2806 226/1811 [==>...........................] - ETA: 3:40 - loss: 329.8115 - logits_profile_predictions_loss: 325.6577 - logcount_predictions_loss: 0.2807 227/1811 [==>...........................] - ETA: 3:39 - loss: 329.8063 - logits_profile_predictions_loss: 325.6521 - logcount_predictions_loss: 0.2807 228/1811 [==>...........................] - ETA: 3:39 - loss: 329.8010 - logits_profile_predictions_loss: 325.6465 - logcount_predictions_loss: 0.2807 229/1811 [==>...........................] - ETA: 3:39 - loss: 329.7959 - logits_profile_predictions_loss: 325.6412 - logcount_predictions_loss: 0.2807 230/1811 [==>...........................] - ETA: 3:39 - loss: 329.7915 - logits_profile_predictions_loss: 325.6364 - logcount_predictions_loss: 0.2807 231/1811 [==>...........................] - ETA: 3:39 - loss: 329.7867 - logits_profile_predictions_loss: 325.6314 - logcount_predictions_loss: 0.2808 232/1811 [==>...........................] - ETA: 3:39 - loss: 329.7813 - logits_profile_predictions_loss: 325.6257 - logcount_predictions_loss: 0.2808 233/1811 [==>...........................] - ETA: 3:39 - loss: 329.7757 - logits_profile_predictions_loss: 325.6199 - logcount_predictions_loss: 0.2808 234/1811 [==>...........................] - ETA: 3:38 - loss: 329.7707 - logits_profile_predictions_loss: 325.6146 - logcount_predictions_loss: 0.2808 235/1811 [==>...........................] - ETA: 3:38 - loss: 329.7662 - logits_profile_predictions_loss: 325.6099 - logcount_predictions_loss: 0.2808 236/1811 [==>...........................] - ETA: 3:38 - loss: 329.7623 - logits_profile_predictions_loss: 325.6058 - logcount_predictions_loss: 0.2808 237/1811 [==>...........................] - ETA: 3:38 - loss: 329.7585 - logits_profile_predictions_loss: 325.6017 - logcount_predictions_loss: 0.2809 238/1811 [==>...........................] - ETA: 3:38 - loss: 329.7546 - logits_profile_predictions_loss: 325.5976 - logcount_predictions_loss: 0.2809 239/1811 [==>...........................] - ETA: 3:38 - loss: 329.7508 - logits_profile_predictions_loss: 325.5936 - logcount_predictions_loss: 0.2809 240/1811 [==>...........................] - ETA: 3:38 - loss: 329.7480 - logits_profile_predictions_loss: 325.5906 - logcount_predictions_loss: 0.2809 241/1811 [==>...........................] - ETA: 3:37 - loss: 329.7461 - logits_profile_predictions_loss: 325.5885 - logcount_predictions_loss: 0.2809 242/1811 [===>..........................] - ETA: 3:37 - loss: 329.7444 - logits_profile_predictions_loss: 325.5866 - logcount_predictions_loss: 0.2809 243/1811 [===>..........................] - ETA: 3:37 - loss: 329.7429 - logits_profile_predictions_loss: 325.5850 - logcount_predictions_loss: 0.2809 244/1811 [===>..........................] - ETA: 3:37 - loss: 329.7412 - logits_profile_predictions_loss: 325.5832 - logcount_predictions_loss: 0.2809 245/1811 [===>..........................] - ETA: 3:37 - loss: 329.7390 - logits_profile_predictions_loss: 325.5809 - logcount_predictions_loss: 0.2810 246/1811 [===>..........................] - ETA: 3:37 - loss: 329.7366 - logits_profile_predictions_loss: 325.5783 - logcount_predictions_loss: 0.2810 247/1811 [===>..........................] - ETA: 3:37 - loss: 329.7350 - logits_profile_predictions_loss: 325.5765 - logcount_predictions_loss: 0.2810 248/1811 [===>..........................] - ETA: 3:36 - loss: 329.7339 - logits_profile_predictions_loss: 325.5752 - logcount_predictions_loss: 0.2810 249/1811 [===>..........................] - ETA: 3:36 - loss: 329.7324 - logits_profile_predictions_loss: 325.5735 - logcount_predictions_loss: 0.2810 250/1811 [===>..........................] - ETA: 3:36 - loss: 329.7304 - logits_profile_predictions_loss: 325.5714 - logcount_predictions_loss: 0.2810 251/1811 [===>..........................] - ETA: 3:36 - loss: 329.7280 - logits_profile_predictions_loss: 325.5689 - logcount_predictions_loss: 0.2810 252/1811 [===>..........................] - ETA: 3:36 - loss: 329.7255 - logits_profile_predictions_loss: 325.5662 - logcount_predictions_loss: 0.2810 253/1811 [===>..........................] - ETA: 3:36 - loss: 329.7229 - logits_profile_predictions_loss: 325.5634 - logcount_predictions_loss: 0.2810 254/1811 [===>..........................] - ETA: 3:36 - loss: 329.7203 - logits_profile_predictions_loss: 325.5607 - logcount_predictions_loss: 0.2811 255/1811 [===>..........................] - ETA: 3:35 - loss: 329.7180 - logits_profile_predictions_loss: 325.5583 - logcount_predictions_loss: 0.2811 256/1811 [===>..........................] - ETA: 3:35 - loss: 329.7164 - logits_profile_predictions_loss: 325.5567 - logcount_predictions_loss: 0.2811 257/1811 [===>..........................] - ETA: 3:35 - loss: 329.7145 - logits_profile_predictions_loss: 325.5546 - logcount_predictions_loss: 0.2811 258/1811 [===>..........................] - ETA: 3:35 - loss: 329.7128 - logits_profile_predictions_loss: 325.5528 - logcount_predictions_loss: 0.2811 259/1811 [===>..........................] - ETA: 3:35 - loss: 329.7110 - logits_profile_predictions_loss: 325.5510 - logcount_predictions_loss: 0.2811 260/1811 [===>..........................] - ETA: 3:35 - loss: 329.7089 - logits_profile_predictions_loss: 325.5488 - logcount_predictions_loss: 0.2811 261/1811 [===>..........................] - ETA: 3:35 - loss: 329.7069 - logits_profile_predictions_loss: 325.5467 - logcount_predictions_loss: 0.2811 262/1811 [===>..........................] - ETA: 3:34 - loss: 329.7046 - logits_profile_predictions_loss: 325.5443 - logcount_predictions_loss: 0.2811 263/1811 [===>..........................] - ETA: 3:34 - loss: 329.7021 - logits_profile_predictions_loss: 325.5417 - logcount_predictions_loss: 0.2811 264/1811 [===>..........................] - ETA: 3:34 - loss: 329.6997 - logits_profile_predictions_loss: 325.5392 - logcount_predictions_loss: 0.2811 265/1811 [===>..........................] - ETA: 3:34 - loss: 329.6974 - logits_profile_predictions_loss: 325.5367 - logcount_predictions_loss: 0.2811 266/1811 [===>..........................] - ETA: 3:34 - loss: 329.6953 - logits_profile_predictions_loss: 325.5345 - logcount_predictions_loss: 0.2811 267/1811 [===>..........................] - ETA: 3:34 - loss: 329.6932 - logits_profile_predictions_loss: 325.5323 - logcount_predictions_loss: 0.2811 268/1811 [===>..........................] - ETA: 3:34 - loss: 329.6917 - logits_profile_predictions_loss: 325.5306 - logcount_predictions_loss: 0.2812 269/1811 [===>..........................] - ETA: 3:34 - loss: 329.6901 - logits_profile_predictions_loss: 325.5289 - logcount_predictions_loss: 0.2812 270/1811 [===>..........................] - ETA: 3:33 - loss: 329.6882 - logits_profile_predictions_loss: 325.5269 - logcount_predictions_loss: 0.2812 271/1811 [===>..........................] - ETA: 3:33 - loss: 329.6861 - logits_profile_predictions_loss: 325.5247 - logcount_predictions_loss: 0.2812 272/1811 [===>..........................] - ETA: 3:33 - loss: 329.6838 - logits_profile_predictions_loss: 325.5223 - logcount_predictions_loss: 0.2812 273/1811 [===>..........................] - ETA: 3:33 - loss: 329.6816 - 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[===>..........................] - ETA: 3:32 - loss: 329.6664 - logits_profile_predictions_loss: 325.5043 - logcount_predictions_loss: 0.2812 281/1811 [===>..........................] - ETA: 3:32 - loss: 329.6630 - logits_profile_predictions_loss: 325.5008 - logcount_predictions_loss: 0.2812 282/1811 [===>..........................] - ETA: 3:32 - loss: 329.6603 - logits_profile_predictions_loss: 325.4980 - logcount_predictions_loss: 0.2812 283/1811 [===>..........................] - ETA: 3:32 - loss: 329.6578 - logits_profile_predictions_loss: 325.4955 - logcount_predictions_loss: 0.2812 284/1811 [===>..........................] - ETA: 3:31 - loss: 329.6554 - logits_profile_predictions_loss: 325.4930 - logcount_predictions_loss: 0.2812 285/1811 [===>..........................] - ETA: 3:31 - loss: 329.6528 - logits_profile_predictions_loss: 325.4903 - logcount_predictions_loss: 0.2812 286/1811 [===>..........................] - ETA: 3:31 - loss: 329.6504 - logits_profile_predictions_loss: 325.4878 - logcount_predictions_loss: 0.2813 287/1811 [===>..........................] - ETA: 3:31 - loss: 329.6476 - logits_profile_predictions_loss: 325.4850 - logcount_predictions_loss: 0.2813 288/1811 [===>..........................] - ETA: 3:31 - loss: 329.6453 - logits_profile_predictions_loss: 325.4826 - logcount_predictions_loss: 0.2813 289/1811 [===>..........................] - ETA: 3:31 - loss: 329.6428 - logits_profile_predictions_loss: 325.4800 - logcount_predictions_loss: 0.2813 290/1811 [===>..........................] - ETA: 3:31 - loss: 329.6399 - logits_profile_predictions_loss: 325.4770 - logcount_predictions_loss: 0.2813 291/1811 [===>..........................] - ETA: 3:30 - loss: 329.6372 - logits_profile_predictions_loss: 325.4741 - logcount_predictions_loss: 0.2813 292/1811 [===>..........................] - ETA: 3:30 - loss: 329.6345 - logits_profile_predictions_loss: 325.4713 - logcount_predictions_loss: 0.2813 293/1811 [===>..........................] - ETA: 3:30 - loss: 329.6317 - logits_profile_predictions_loss: 325.4685 - logcount_predictions_loss: 0.2813 294/1811 [===>..........................] - ETA: 3:30 - loss: 329.6291 - logits_profile_predictions_loss: 325.4657 - logcount_predictions_loss: 0.2813 295/1811 [===>..........................] - ETA: 3:30 - loss: 329.6265 - logits_profile_predictions_loss: 325.4630 - logcount_predictions_loss: 0.2813 296/1811 [===>..........................] - ETA: 3:30 - loss: 329.6235 - logits_profile_predictions_loss: 325.4599 - logcount_predictions_loss: 0.2813 297/1811 [===>..........................] - ETA: 3:30 - loss: 329.6209 - logits_profile_predictions_loss: 325.4571 - logcount_predictions_loss: 0.2813 298/1811 [===>..........................] - ETA: 3:29 - loss: 329.6178 - logits_profile_predictions_loss: 325.4540 - logcount_predictions_loss: 0.2813 299/1811 [===>..........................] - ETA: 3:29 - loss: 329.6149 - logits_profile_predictions_loss: 325.4509 - logcount_predictions_loss: 0.2813 300/1811 [===>..........................] - ETA: 3:29 - loss: 329.6121 - logits_profile_predictions_loss: 325.4481 - logcount_predictions_loss: 0.2814 301/1811 [===>..........................] - ETA: 3:29 - loss: 329.6094 - logits_profile_predictions_loss: 325.4452 - logcount_predictions_loss: 0.2814 302/1811 [====>.........................] - ETA: 3:29 - loss: 329.6066 - logits_profile_predictions_loss: 325.4423 - logcount_predictions_loss: 0.2814 303/1811 [====>.........................] - ETA: 3:29 - loss: 329.6040 - logits_profile_predictions_loss: 325.4396 - logcount_predictions_loss: 0.2814 304/1811 [====>.........................] - ETA: 3:29 - loss: 329.6013 - logits_profile_predictions_loss: 325.4367 - logcount_predictions_loss: 0.2814 305/1811 [====>.........................] - ETA: 3:29 - loss: 329.5988 - logits_profile_predictions_loss: 325.4341 - logcount_predictions_loss: 0.2814 306/1811 [====>.........................] - ETA: 3:28 - loss: 329.5965 - logits_profile_predictions_loss: 325.4317 - logcount_predictions_loss: 0.2814 307/1811 [====>.........................] - ETA: 3:28 - loss: 329.5943 - logits_profile_predictions_loss: 325.4294 - logcount_predictions_loss: 0.2814 308/1811 [====>.........................] - ETA: 3:28 - loss: 329.5922 - logits_profile_predictions_loss: 325.4272 - logcount_predictions_loss: 0.2814 309/1811 [====>.........................] - ETA: 3:28 - loss: 329.5904 - logits_profile_predictions_loss: 325.4253 - logcount_predictions_loss: 0.2814 310/1811 [====>.........................] - ETA: 3:28 - loss: 329.5887 - logits_profile_predictions_loss: 325.4235 - logcount_predictions_loss: 0.2814 311/1811 [====>.........................] - ETA: 3:28 - loss: 329.5869 - logits_profile_predictions_loss: 325.4216 - logcount_predictions_loss: 0.2814 312/1811 [====>.........................] - ETA: 3:28 - loss: 329.5853 - logits_profile_predictions_loss: 325.4199 - logcount_predictions_loss: 0.2814 313/1811 [====>.........................] - ETA: 3:27 - loss: 329.5840 - logits_profile_predictions_loss: 325.4184 - logcount_predictions_loss: 0.2815 314/1811 [====>.........................] - ETA: 3:27 - loss: 329.5830 - logits_profile_predictions_loss: 325.4173 - logcount_predictions_loss: 0.2815 315/1811 [====>.........................] - ETA: 3:27 - loss: 329.5816 - logits_profile_predictions_loss: 325.4158 - logcount_predictions_loss: 0.2815 316/1811 [====>.........................] - ETA: 3:27 - loss: 329.5799 - logits_profile_predictions_loss: 325.4140 - logcount_predictions_loss: 0.2815 317/1811 [====>.........................] - ETA: 3:27 - loss: 329.5782 - logits_profile_predictions_loss: 325.4122 - logcount_predictions_loss: 0.2815 318/1811 [====>.........................] - ETA: 3:27 - loss: 329.5766 - logits_profile_predictions_loss: 325.4105 - logcount_predictions_loss: 0.2815 319/1811 [====>.........................] - ETA: 3:27 - loss: 329.5753 - logits_profile_predictions_loss: 325.4091 - logcount_predictions_loss: 0.2815 320/1811 [====>.........................] - ETA: 3:26 - loss: 329.5743 - logits_profile_predictions_loss: 325.4080 - logcount_predictions_loss: 0.2815 321/1811 [====>.........................] - ETA: 3:26 - loss: 329.5732 - logits_profile_predictions_loss: 325.4068 - logcount_predictions_loss: 0.2815 322/1811 [====>.........................] - ETA: 3:26 - loss: 329.5719 - logits_profile_predictions_loss: 325.4054 - logcount_predictions_loss: 0.2815 323/1811 [====>.........................] - ETA: 3:26 - loss: 329.5705 - logits_profile_predictions_loss: 325.4038 - logcount_predictions_loss: 0.2815 324/1811 [====>.........................] - ETA: 3:26 - loss: 329.5687 - logits_profile_predictions_loss: 325.4020 - logcount_predictions_loss: 0.2815 325/1811 [====>.........................] - ETA: 3:26 - loss: 329.5670 - logits_profile_predictions_loss: 325.4002 - logcount_predictions_loss: 0.2815 326/1811 [====>.........................] - ETA: 3:26 - loss: 329.5655 - logits_profile_predictions_loss: 325.3986 - logcount_predictions_loss: 0.2815 327/1811 [====>.........................] - ETA: 3:25 - loss: 329.5638 - logits_profile_predictions_loss: 325.3968 - logcount_predictions_loss: 0.2816 328/1811 [====>.........................] - ETA: 3:25 - loss: 329.5621 - logits_profile_predictions_loss: 325.3951 - logcount_predictions_loss: 0.2816 329/1811 [====>.........................] - ETA: 3:25 - loss: 329.5607 - logits_profile_predictions_loss: 325.3936 - logcount_predictions_loss: 0.2816 330/1811 [====>.........................] - ETA: 3:25 - loss: 329.5594 - logits_profile_predictions_loss: 325.3922 - logcount_predictions_loss: 0.2816 331/1811 [====>.........................] - ETA: 3:25 - loss: 329.5582 - logits_profile_predictions_loss: 325.3908 - logcount_predictions_loss: 0.2816 332/1811 [====>.........................] - ETA: 3:25 - loss: 329.5564 - logits_profile_predictions_loss: 325.3890 - logcount_predictions_loss: 0.2816 333/1811 [====>.........................] - ETA: 3:25 - loss: 329.5552 - logits_profile_predictions_loss: 325.3877 - logcount_predictions_loss: 0.2816 334/1811 [====>.........................] - ETA: 3:24 - loss: 329.5542 - logits_profile_predictions_loss: 325.3867 - logcount_predictions_loss: 0.2816 335/1811 [====>.........................] - ETA: 3:24 - loss: 329.5531 - logits_profile_predictions_loss: 325.3855 - logcount_predictions_loss: 0.2816 336/1811 [====>.........................] - ETA: 3:24 - loss: 329.5521 - logits_profile_predictions_loss: 325.3844 - logcount_predictions_loss: 0.2816 337/1811 [====>.........................] - ETA: 3:24 - loss: 329.5509 - logits_profile_predictions_loss: 325.3832 - logcount_predictions_loss: 0.2816 338/1811 [====>.........................] - ETA: 3:24 - loss: 329.5495 - 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[====>.........................] - ETA: 3:21 - loss: 329.5451 - logits_profile_predictions_loss: 325.3768 - logcount_predictions_loss: 0.2816 359/1811 [====>.........................] - ETA: 3:21 - loss: 329.5457 - logits_profile_predictions_loss: 325.3774 - logcount_predictions_loss: 0.2816 360/1811 [====>.........................] - ETA: 3:21 - loss: 329.5467 - logits_profile_predictions_loss: 325.3783 - logcount_predictions_loss: 0.2816 361/1811 [====>.........................] - ETA: 3:21 - loss: 329.5477 - logits_profile_predictions_loss: 325.3794 - logcount_predictions_loss: 0.2816 362/1811 [====>.........................] - ETA: 3:21 - loss: 329.5485 - logits_profile_predictions_loss: 325.3802 - logcount_predictions_loss: 0.2816 363/1811 [=====>........................] - ETA: 3:20 - loss: 329.5493 - logits_profile_predictions_loss: 325.3810 - logcount_predictions_loss: 0.2816 364/1811 [=====>........................] - ETA: 3:20 - loss: 329.5497 - 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[=====>........................] - ETA: 3:18 - loss: 329.5486 - logits_profile_predictions_loss: 325.3790 - logcount_predictions_loss: 0.2817 385/1811 [=====>........................] - ETA: 3:17 - loss: 329.5481 - logits_profile_predictions_loss: 325.3784 - logcount_predictions_loss: 0.2817 386/1811 [=====>........................] - ETA: 3:17 - loss: 329.5477 - logits_profile_predictions_loss: 325.3779 - logcount_predictions_loss: 0.2817 387/1811 [=====>........................] - ETA: 3:17 - loss: 329.5475 - logits_profile_predictions_loss: 325.3776 - logcount_predictions_loss: 0.2817 388/1811 [=====>........................] - ETA: 3:17 - loss: 329.5471 - logits_profile_predictions_loss: 325.3772 - logcount_predictions_loss: 0.2817 389/1811 [=====>........................] - ETA: 3:17 - loss: 329.5469 - logits_profile_predictions_loss: 325.3768 - logcount_predictions_loss: 0.2818 390/1811 [=====>........................] - ETA: 3:17 - loss: 329.5465 - 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[=====>........................] - ETA: 3:16 - loss: 329.5464 - logits_profile_predictions_loss: 325.3756 - logcount_predictions_loss: 0.2818 398/1811 [=====>........................] - ETA: 3:16 - loss: 329.5465 - logits_profile_predictions_loss: 325.3757 - logcount_predictions_loss: 0.2818 399/1811 [=====>........................] - ETA: 3:15 - loss: 329.5466 - logits_profile_predictions_loss: 325.3757 - logcount_predictions_loss: 0.2818 400/1811 [=====>........................] - ETA: 3:15 - loss: 329.5464 - logits_profile_predictions_loss: 325.3754 - logcount_predictions_loss: 0.2818 401/1811 [=====>........................] - ETA: 3:15 - loss: 329.5463 - logits_profile_predictions_loss: 325.3752 - logcount_predictions_loss: 0.2818 402/1811 [=====>........................] - ETA: 3:15 - loss: 329.5461 - logits_profile_predictions_loss: 325.3749 - logcount_predictions_loss: 0.2818 403/1811 [=====>........................] - ETA: 3:15 - loss: 329.5460 - 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[=====>........................] - ETA: 3:14 - loss: 329.5456 - logits_profile_predictions_loss: 325.3739 - logcount_predictions_loss: 0.2819 411/1811 [=====>........................] - ETA: 3:14 - loss: 329.5453 - logits_profile_predictions_loss: 325.3735 - logcount_predictions_loss: 0.2819 412/1811 [=====>........................] - ETA: 3:14 - loss: 329.5448 - logits_profile_predictions_loss: 325.3730 - logcount_predictions_loss: 0.2819 413/1811 [=====>........................] - ETA: 3:14 - loss: 329.5443 - logits_profile_predictions_loss: 325.3724 - logcount_predictions_loss: 0.2819 414/1811 [=====>........................] - ETA: 3:13 - loss: 329.5439 - logits_profile_predictions_loss: 325.3719 - logcount_predictions_loss: 0.2819 415/1811 [=====>........................] - ETA: 3:13 - loss: 329.5437 - logits_profile_predictions_loss: 325.3717 - logcount_predictions_loss: 0.2819 416/1811 [=====>........................] - ETA: 3:13 - loss: 329.5435 - 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logits_profile_predictions_loss: 326.1856 - logcount_predictions_loss: 0.2848 1730/1811 [===========================>..] - ETA: 11s - loss: 330.4020 - logits_profile_predictions_loss: 326.1862 - logcount_predictions_loss: 0.2848 1731/1811 [===========================>..] - ETA: 11s - loss: 330.4025 - logits_profile_predictions_loss: 326.1868 - logcount_predictions_loss: 0.2848 1732/1811 [===========================>..] - ETA: 10s - loss: 330.4031 - logits_profile_predictions_loss: 326.1874 - logcount_predictions_loss: 0.2848 1733/1811 [===========================>..] - ETA: 10s - loss: 330.4037 - logits_profile_predictions_loss: 326.1879 - logcount_predictions_loss: 0.2848 1734/1811 [===========================>..] - ETA: 10s - loss: 330.4042 - logits_profile_predictions_loss: 326.1885 - logcount_predictions_loss: 0.2848 1735/1811 [===========================>..] - ETA: 10s - loss: 330.4048 - logits_profile_predictions_loss: 326.1891 - logcount_predictions_loss: 0.2848 1736/1811 [===========================>..] - ETA: 10s - loss: 330.4054 - logits_profile_predictions_loss: 326.1897 - logcount_predictions_loss: 0.2848 1737/1811 [===========================>..] - ETA: 10s - loss: 330.4059 - logits_profile_predictions_loss: 326.1903 - logcount_predictions_loss: 0.2848 1738/1811 [===========================>..] - ETA: 10s - loss: 330.4065 - logits_profile_predictions_loss: 326.1908 - logcount_predictions_loss: 0.2848 1739/1811 [===========================>..] - ETA: 9s - loss: 330.4071 - logits_profile_predictions_loss: 326.1914 - logcount_predictions_loss: 0.2848  1740/1811 [===========================>..] - ETA: 9s - loss: 330.4076 - logits_profile_predictions_loss: 326.1920 - logcount_predictions_loss: 0.2848 1741/1811 [===========================>..] - ETA: 9s - loss: 330.4082 - logits_profile_predictions_loss: 326.1925 - logcount_predictions_loss: 0.2848 1742/1811 [===========================>..] - ETA: 9s - loss: 330.4088 - logits_profile_predictions_loss: 326.1931 - logcount_predictions_loss: 0.2848 1743/1811 [===========================>..] - ETA: 9s - loss: 330.4093 - logits_profile_predictions_loss: 326.1937 - logcount_predictions_loss: 0.2848 1744/1811 [===========================>..] - ETA: 9s - loss: 330.4098 - logits_profile_predictions_loss: 326.1942 - logcount_predictions_loss: 0.2848 1745/1811 [===========================>..] - ETA: 9s - loss: 330.4104 - logits_profile_predictions_loss: 326.1947 - logcount_predictions_loss: 0.2848 1746/1811 [===========================>..] - ETA: 9s - loss: 330.4109 - logits_profile_predictions_loss: 326.1953 - logcount_predictions_loss: 0.2848 1747/1811 [===========================>..] - ETA: 8s - loss: 330.4114 - logits_profile_predictions_loss: 326.1958 - logcount_predictions_loss: 0.2848 1748/1811 [===========================>..] - ETA: 8s - loss: 330.4119 - logits_profile_predictions_loss: 326.1963 - logcount_predictions_loss: 0.2848 1749/1811 [===========================>..] - ETA: 8s - loss: 330.4125 - logits_profile_predictions_loss: 326.1969 - logcount_predictions_loss: 0.2848 1750/1811 [===========================>..] - ETA: 8s - loss: 330.4130 - logits_profile_predictions_loss: 326.1974 - logcount_predictions_loss: 0.2848 1751/1811 [============================>.] - ETA: 8s - loss: 330.4135 - logits_profile_predictions_loss: 326.1979 - logcount_predictions_loss: 0.2848 1752/1811 [============================>.] - ETA: 8s - loss: 330.4140 - logits_profile_predictions_loss: 326.1984 - logcount_predictions_loss: 0.2848 1753/1811 [============================>.] - ETA: 8s - loss: 330.4145 - logits_profile_predictions_loss: 326.1989 - logcount_predictions_loss: 0.2848 1754/1811 [============================>.] - ETA: 7s - loss: 330.4150 - logits_profile_predictions_loss: 326.1995 - logcount_predictions_loss: 0.2848 1755/1811 [============================>.] - ETA: 7s - loss: 330.4155 - logits_profile_predictions_loss: 326.2000 - logcount_predictions_loss: 0.2848 1756/1811 [============================>.] - ETA: 7s - loss: 330.4160 - logits_profile_predictions_loss: 326.2005 - logcount_predictions_loss: 0.2848 1757/1811 [============================>.] - ETA: 7s - loss: 330.4165 - logits_profile_predictions_loss: 326.2010 - logcount_predictions_loss: 0.2848 1758/1811 [============================>.] - ETA: 7s - loss: 330.4170 - logits_profile_predictions_loss: 326.2015 - logcount_predictions_loss: 0.2848 1759/1811 [============================>.] - ETA: 7s - loss: 330.4175 - logits_profile_predictions_loss: 326.2020 - logcount_predictions_loss: 0.2848 1760/1811 [============================>.] - ETA: 7s - loss: 330.4180 - logits_profile_predictions_loss: 326.2025 - logcount_predictions_loss: 0.2848 1761/1811 [============================>.] - ETA: 6s - loss: 330.4185 - logits_profile_predictions_loss: 326.2030 - logcount_predictions_loss: 0.2848 1762/1811 [============================>.] - ETA: 6s - loss: 330.4190 - logits_profile_predictions_loss: 326.2035 - logcount_predictions_loss: 0.2848 1763/1811 [============================>.] - ETA: 6s - loss: 330.4195 - logits_profile_predictions_loss: 326.2040 - logcount_predictions_loss: 0.2848 1764/1811 [============================>.] - ETA: 6s - loss: 330.4200 - logits_profile_predictions_loss: 326.2045 - logcount_predictions_loss: 0.2848 1765/1811 [============================>.] - ETA: 6s - loss: 330.4205 - logits_profile_predictions_loss: 326.2050 - logcount_predictions_loss: 0.2848 1766/1811 [============================>.] - ETA: 6s - loss: 330.4210 - logits_profile_predictions_loss: 326.2055 - logcount_predictions_loss: 0.2848 1767/1811 [============================>.] - ETA: 6s - loss: 330.4215 - logits_profile_predictions_loss: 326.2060 - logcount_predictions_loss: 0.2848 1768/1811 [============================>.] - ETA: 5s - loss: 330.4219 - logits_profile_predictions_loss: 326.2065 - logcount_predictions_loss: 0.2848 1769/1811 [============================>.] - ETA: 5s - loss: 330.4224 - logits_profile_predictions_loss: 326.2070 - logcount_predictions_loss: 0.2848 1770/1811 [============================>.] - ETA: 5s - loss: 330.4229 - logits_profile_predictions_loss: 326.2074 - logcount_predictions_loss: 0.2848 1771/1811 [============================>.] - ETA: 5s - loss: 330.4234 - logits_profile_predictions_loss: 326.2079 - logcount_predictions_loss: 0.2848 1772/1811 [============================>.] - ETA: 5s - loss: 330.4238 - logits_profile_predictions_loss: 326.2084 - logcount_predictions_loss: 0.2848 1773/1811 [============================>.] - ETA: 5s - loss: 330.4243 - logits_profile_predictions_loss: 326.2089 - logcount_predictions_loss: 0.2848 1774/1811 [============================>.] - ETA: 5s - loss: 330.4248 - logits_profile_predictions_loss: 326.2094 - logcount_predictions_loss: 0.2848 1775/1811 [============================>.] - ETA: 4s - loss: 330.4253 - logits_profile_predictions_loss: 326.2099 - logcount_predictions_loss: 0.2848 1776/1811 [============================>.] - ETA: 4s - loss: 330.4257 - logits_profile_predictions_loss: 326.2103 - logcount_predictions_loss: 0.2848 1777/1811 [============================>.] - ETA: 4s - loss: 330.4262 - logits_profile_predictions_loss: 326.2108 - logcount_predictions_loss: 0.2848 1778/1811 [============================>.] - ETA: 4s - loss: 330.4267 - logits_profile_predictions_loss: 326.2113 - logcount_predictions_loss: 0.2848 1779/1811 [============================>.] - ETA: 4s - loss: 330.4271 - logits_profile_predictions_loss: 326.2118 - logcount_predictions_loss: 0.2848 1780/1811 [============================>.] - ETA: 4s - loss: 330.4276 - logits_profile_predictions_loss: 326.2123 - logcount_predictions_loss: 0.2848 1781/1811 [============================>.] - ETA: 4s - loss: 330.4281 - logits_profile_predictions_loss: 326.2128 - logcount_predictions_loss: 0.2848 1782/1811 [============================>.] - ETA: 4s - loss: 330.4286 - logits_profile_predictions_loss: 326.2133 - logcount_predictions_loss: 0.2848 1783/1811 [============================>.] - ETA: 3s - loss: 330.4291 - logits_profile_predictions_loss: 326.2137 - logcount_predictions_loss: 0.2848 1784/1811 [============================>.] - ETA: 3s - loss: 330.4296 - logits_profile_predictions_loss: 326.2142 - logcount_predictions_loss: 0.2848 1785/1811 [============================>.] - ETA: 3s - loss: 330.4300 - logits_profile_predictions_loss: 326.2147 - logcount_predictions_loss: 0.2848 1786/1811 [============================>.] - ETA: 3s - loss: 330.4305 - logits_profile_predictions_loss: 326.2152 - logcount_predictions_loss: 0.2848 1787/1811 [============================>.] - ETA: 3s - loss: 330.4310 - logits_profile_predictions_loss: 326.2157 - logcount_predictions_loss: 0.2848 1788/1811 [============================>.] - ETA: 3s - loss: 330.4315 - logits_profile_predictions_loss: 326.2162 - logcount_predictions_loss: 0.2848 1789/1811 [============================>.] - ETA: 3s - loss: 330.4320 - logits_profile_predictions_loss: 326.2167 - logcount_predictions_loss: 0.2848 1790/1811 [============================>.] - ETA: 2s - loss: 330.4325 - logits_profile_predictions_loss: 326.2172 - logcount_predictions_loss: 0.2848 1791/1811 [============================>.] - ETA: 2s - loss: 330.4330 - logits_profile_predictions_loss: 326.2177 - logcount_predictions_loss: 0.2848 1792/1811 [============================>.] - ETA: 2s - loss: 330.4335 - logits_profile_predictions_loss: 326.2182 - logcount_predictions_loss: 0.2848 1793/1811 [============================>.] - ETA: 2s - loss: 330.4339 - logits_profile_predictions_loss: 326.2187 - logcount_predictions_loss: 0.2848 1794/1811 [============================>.] - ETA: 2s - loss: 330.4344 - logits_profile_predictions_loss: 326.2192 - logcount_predictions_loss: 0.2848 1795/1811 [============================>.] - ETA: 2s - loss: 330.4349 - logits_profile_predictions_loss: 326.2197 - logcount_predictions_loss: 0.2848 1796/1811 [============================>.] - ETA: 2s - loss: 330.4354 - logits_profile_predictions_loss: 326.2202 - logcount_predictions_loss: 0.2848 1797/1811 [============================>.] - ETA: 1s - loss: 330.4359 - logits_profile_predictions_loss: 326.2207 - logcount_predictions_loss: 0.2848 1798/1811 [============================>.] - ETA: 1s - loss: 330.4364 - logits_profile_predictions_loss: 326.2212 - logcount_predictions_loss: 0.2848 1799/1811 [============================>.] - ETA: 1s - loss: 330.4369 - logits_profile_predictions_loss: 326.2217 - logcount_predictions_loss: 0.2848 1800/1811 [============================>.] - ETA: 1s - loss: 330.4374 - logits_profile_predictions_loss: 326.2222 - logcount_predictions_loss: 0.2848 1801/1811 [============================>.] - ETA: 1s - loss: 330.4379 - logits_profile_predictions_loss: 326.2227 - logcount_predictions_loss: 0.2848 1802/1811 [============================>.] - ETA: 1s - loss: 330.4384 - logits_profile_predictions_loss: 326.2232 - logcount_predictions_loss: 0.2848 1803/1811 [============================>.] - ETA: 1s - loss: 330.4389 - logits_profile_predictions_loss: 326.2237 - logcount_predictions_loss: 0.2848 1804/1811 [============================>.] - ETA: 0s - loss: 330.4394 - logits_profile_predictions_loss: 326.2242 - logcount_predictions_loss: 0.2848 1805/1811 [============================>.] - ETA: 0s - loss: 330.4399 - logits_profile_predictions_loss: 326.2248 - logcount_predictions_loss: 0.2848 1806/1811 [============================>.] - ETA: 0s - loss: 330.4404 - logits_profile_predictions_loss: 326.2253 - logcount_predictions_loss: 0.2848 1807/1811 [============================>.] - ETA: 0s - loss: 330.4409 - logits_profile_predictions_loss: 326.2258 - logcount_predictions_loss: 0.2848 1808/1811 [============================>.] - ETA: 0s - loss: 330.4414 - logits_profile_predictions_loss: 326.2263 - logcount_predictions_loss: 0.2848 1809/1811 [============================>.] - ETA: 0s - loss: 330.4419 - logits_profile_predictions_loss: 326.2268 - logcount_predictions_loss: 0.2848 1810/1811 [============================>.] - ETA: 0s - loss: 330.4424 - logits_profile_predictions_loss: 326.2273 - logcount_predictions_loss: 0.2848 1811/1811 [==============================] - ETA: 0s - loss: 330.4429 - logits_profile_predictions_loss: 326.2278 - logcount_predictions_loss: 0.2848 1811/1811 [==============================] - 262s 144ms/step - loss: 330.4433 - logits_profile_predictions_loss: 326.2283 - logcount_predictions_loss: 0.2848 - val_loss: 368.1174 - val_logits_profile_predictions_loss: 360.9226 - val_logcount_predictions_loss: 0.4861 Epoch 00012: val_loss did not improve from 366.30872 Restoring model weights from the end of the best epoch. Epoch 00012: early stopping save model save model without bias 2022-09-21_21-03-43: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/predict.py \ --genome=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ --bigwig=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/ATAC//ENCSR063UNG//preprocessing/bigWigs/ENCSR063UNG.bigWig \ --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR063UNG//chrombpnet_model_feb15_fold_2//filtered.peaks.bed \ --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR063UNG//chrombpnet_model_feb15_fold_2//filtered.nonpeaks.bed \ --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_2.json \ --inputlen=2114 \ --outputlen=1000 \ --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR063UNG//chrombpnet_model_feb15_fold_2//chrombpnet \ --batch_size=256 \ --model_h5=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR063UNG//chrombpnet_model_feb15_fold_2//chrombpnet.h5 got the model loading peaks... got split:test for bed regions:(26496, 10) loading nonpeaks... got split:test for bed regions:(24049, 10) 0/198 100/198 2022-09-21_21-05-39: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/predict.py \ --genome=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ --bigwig=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/ATAC//ENCSR063UNG//preprocessing/bigWigs/ENCSR063UNG.bigWig \ --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR063UNG//chrombpnet_model_feb15_fold_2//filtered.peaks.bed \ --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR063UNG//chrombpnet_model_feb15_fold_2//filtered.nonpeaks.bed \ --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_2.json \ --inputlen=2114 \ --outputlen=1000 \ --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR063UNG//chrombpnet_model_feb15_fold_2//chrombpnet_wo_bias \ --batch_size=256 \ --model_h5=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR063UNG//chrombpnet_model_feb15_fold_2//chrombpnet_wo_bias.h5 got the model loading peaks... got split:test for bed regions:(26496, 10) loading nonpeaks... got split:test for bed regions:(24049, 10) 0/198 100/198 2022-09-21_21-07-27: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/predict.py \ --genome=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ --bigwig=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/ATAC//ENCSR063UNG//preprocessing/bigWigs/ENCSR063UNG.bigWig \ --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR063UNG//chrombpnet_model_feb15_fold_2//filtered.peaks.bed \ --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR063UNG//chrombpnet_model_feb15_fold_2//filtered.nonpeaks.bed \ --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_2.json \ --inputlen=2114 \ --outputlen=1000 \ --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR063UNG//chrombpnet_model_feb15_fold_2//bias \ --batch_size=256 \ --model_h5=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR063UNG//chrombpnet_model_feb15_fold_2//bias_model_scaled.h5 got the model loading peaks... got split:test for bed regions:(26496, 10) loading nonpeaks... got split:test for bed regions:(24049, 10) 0/198 100/198 2022-09-21_21-08-38: mkdir /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR063UNG//chrombpnet_model_feb15_fold_2//footprints 2022-09-21_21-08-38: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/evaluation/marginal_footprints/marginal_footprinting.py \ -g /scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ -r /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR063UNG//chrombpnet_model_feb15_fold_2//filtered.nonpeaks.bed \ -chr chr1 \ -m /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR063UNG//chrombpnet_model_feb15_fold_2//chrombpnet_wo_bias.h5 \ -bs 512 \ -o /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR063UNG//chrombpnet_model_feb15_fold_2//footprints/corrected \ -pwm_f src/evaluation/marginal_footprints/motif_to_pwm.tsv \ -mo tn5_1,tn5_2,tn5_3,tn5_4,tn5_5 MOTIF_NAME MOTIF_PWM_FWD 0 tn5_1 GCACAGTACAGAGCTG 1 tn5_2 GTGCACAGTTCTAGAGTGTGCAG 2 tn5_3 CCTCTACACTGTGCAGAA 3 tn5_4 GCACAGTTCTAGACTGTGCAG 4 tn5_5 CTGCACAGTGTAGAGTTGTGC 5 dnase_1 TTTACAAGTCCA 6 dnase_2 TGTACTTACGAA 7 NRF1 GCGCATGCGC 8 AP1 CGATATGACTCATCCC 9 CTCF TTGGCCACTAGGGGGCGCTAT 10 ETS CCGAAAGCGGAAGTGAGAC 11 SP1 AAGGGGGCGGGGCCTAA 12 RUNX CCCTAACCACAGCCC 13 NFKB GCAAGGGAAATTCCCCAGG 14 GATA+TAL GGCTGGGGGGGGCAGATAAGGCC 15 TAL GGCTGGG 16 NFYB CCAGCCAATCAGAGC 17 GABPA GAAACCGGAAGTGGCC 18 BACH1+MAFK AACTGCTGAGTCATCCCG 19 NRF1 CCCCGCGCATGCGCAGTGC 20 HNF4G CCGTTGGACTTTGGACCCTG got the model Model: "model_1" __________________________________________________________________________________________________ Layer (type) Output Shape Param # Connected to ================================================================================================== sequence (InputLayer) [(None, 2114, 4)] 0 __________________________________________________________________________________________________ wo_bias_bpnet_1st_conv (Conv1D) (None, 2094, 512) 43520 sequence[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_1conv (Conv1D) (None, 2090, 512) 786944 wo_bias_bpnet_1st_conv[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_1crop (Cropping1D (None, 2090, 512) 0 wo_bias_bpnet_1st_conv[0][0] __________________________________________________________________________________________________ add (Add) (None, 2090, 512) 0 wo_bias_bpnet_1conv[0][0] wo_bias_bpnet_1crop[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_2conv (Conv1D) (None, 2082, 512) 786944 add[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_2crop (Cropping1D (None, 2082, 512) 0 add[0][0] __________________________________________________________________________________________________ add_1 (Add) (None, 2082, 512) 0 wo_bias_bpnet_2conv[0][0] wo_bias_bpnet_2crop[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_3conv (Conv1D) (None, 2066, 512) 786944 add_1[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_3crop (Cropping1D (None, 2066, 512) 0 add_1[0][0] __________________________________________________________________________________________________ add_2 (Add) (None, 2066, 512) 0 wo_bias_bpnet_3conv[0][0] wo_bias_bpnet_3crop[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_4conv (Conv1D) (None, 2034, 512) 786944 add_2[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_4crop (Cropping1D (None, 2034, 512) 0 add_2[0][0] __________________________________________________________________________________________________ add_3 (Add) (None, 2034, 512) 0 wo_bias_bpnet_4conv[0][0] wo_bias_bpnet_4crop[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_5conv (Conv1D) (None, 1970, 512) 786944 add_3[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_5crop (Cropping1D (None, 1970, 512) 0 add_3[0][0] __________________________________________________________________________________________________ add_4 (Add) (None, 1970, 512) 0 wo_bias_bpnet_5conv[0][0] wo_bias_bpnet_5crop[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_6conv (Conv1D) (None, 1842, 512) 786944 add_4[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_6crop (Cropping1D (None, 1842, 512) 0 add_4[0][0] __________________________________________________________________________________________________ add_5 (Add) (None, 1842, 512) 0 wo_bias_bpnet_6conv[0][0] wo_bias_bpnet_6crop[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_7conv (Conv1D) (None, 1586, 512) 786944 add_5[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_7crop (Cropping1D (None, 1586, 512) 0 add_5[0][0] __________________________________________________________________________________________________ add_6 (Add) (None, 1586, 512) 0 wo_bias_bpnet_7conv[0][0] wo_bias_bpnet_7crop[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_8conv (Conv1D) (None, 1074, 512) 786944 add_6[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_8crop (Cropping1D (None, 1074, 512) 0 add_6[0][0] __________________________________________________________________________________________________ add_7 (Add) (None, 1074, 512) 0 wo_bias_bpnet_8conv[0][0] wo_bias_bpnet_8crop[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_prof_out_precrop (None, 1000, 1) 38401 add_7[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_logitt_before_fla (None, 1000, 1) 0 wo_bias_bpnet_prof_out_precrop[0] __________________________________________________________________________________________________ gap (GlobalAveragePooling1D) (None, 512) 0 add_7[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_logits_profile_pr (None, 1000) 0 wo_bias_bpnet_logitt_before_flatt __________________________________________________________________________________________________ wo_bias_bpnet_logcount_predicti (None, 1) 513 gap[0][0] ================================================================================================== Total params: 6,377,986 Trainable params: 6,377,986 Non-trainable params: 0 __________________________________________________________________________________________________ inferred model inputlen: 2114 inferred model outputlen: 1000 inserting motif: tn5_1 GCACAGTACAGAGCTG 1/27 [>.............................] - ETA: 2:30 3/27 [==>...........................] - ETA: 7s  4/27 [===>..........................] - ETA: 9s 5/27 [====>.........................] - ETA: 10s 6/27 [=====>........................] - ETA: 10s 7/27 [======>.......................] - ETA: 10s 8/27 [=======>......................] - ETA: 10s 9/27 [=========>....................] - ETA: 9s  10/27 [==========>...................] - ETA: 9s 11/27 [===========>..................] - ETA: 9s 12/27 [============>.................] - ETA: 8s 13/27 [=============>................] - ETA: 8s 14/27 [==============>...............] - ETA: 7s 15/27 [===============>..............] - ETA: 6s 16/27 [================>.............] - ETA: 6s 17/27 [=================>............] - ETA: 5s 18/27 [===================>..........] - ETA: 5s 19/27 [====================>.........] - ETA: 4s 20/27 [=====================>........] - ETA: 4s 21/27 [======================>.......] - ETA: 3s 22/27 [=======================>......] - ETA: 2s 23/27 [========================>.....] - ETA: 2s 24/27 [=========================>....] - ETA: 1s 25/27 [==========================>...] - ETA: 1s 26/27 [===========================>..] - ETA: 0s 27/27 [==============================] - ETA: 0s 27/27 [==============================] - 23s 675ms/step 1/27 [>.............................] - ETA: 0s 2/27 [=>............................] - ETA: 15s 3/27 [==>...........................] - ETA: 14s 4/27 [===>..........................] - ETA: 14s 5/27 [====>.........................] - ETA: 13s 6/27 [=====>........................] - ETA: 13s 7/27 [======>.......................] - ETA: 12s 8/27 [=======>......................] - ETA: 11s 9/27 [=========>....................] - ETA: 11s 10/27 [==========>...................] - ETA: 10s 11/27 [===========>..................] - ETA: 9s  12/27 [============>.................] - ETA: 9s 13/27 [=============>................] - ETA: 8s 14/27 [==============>...............] - ETA: 8s 15/27 [===============>..............] - ETA: 7s 16/27 [================>.............] - ETA: 6s 17/27 [=================>............] - ETA: 6s 18/27 [===================>..........] - ETA: 5s 19/27 [====================>.........] - ETA: 4s 20/27 [=====================>........] - ETA: 4s 21/27 [======================>.......] - ETA: 3s 22/27 [=======================>......] - ETA: 3s 23/27 [========================>.....] - ETA: 2s 24/27 [=========================>....] - ETA: 1s 25/27 [==========================>...] - ETA: 1s 26/27 [===========================>..] - ETA: 0s 27/27 [==============================] - ETA: 0s 27/27 [==============================] - 16s 629ms/step inserting motif: tn5_2 GTGCACAGTTCTAGAGTGTGCAG 1/27 [>.............................] - ETA: 0s 2/27 [=>............................] - ETA: 15s 3/27 [==>...........................] - ETA: 14s 4/27 [===>..........................] - ETA: 14s 5/27 [====>.........................] - ETA: 13s 6/27 [=====>........................] - ETA: 13s 7/27 [======>.......................] - ETA: 12s 8/27 [=======>......................] - ETA: 11s 9/27 [=========>....................] - ETA: 11s 10/27 [==========>...................] - ETA: 10s 11/27 [===========>..................] - ETA: 9s  12/27 [============>.................] - ETA: 9s 13/27 [=============>................] - ETA: 8s 14/27 [==============>...............] - ETA: 8s 15/27 [===============>..............] - ETA: 7s 16/27 [================>.............] - ETA: 6s 17/27 [=================>............] - ETA: 6s 18/27 [===================>..........] - ETA: 5s 19/27 [====================>.........] - ETA: 4s 20/27 [=====================>........] - ETA: 4s 21/27 [======================>.......] - ETA: 3s 22/27 [=======================>......] - ETA: 3s 23/27 [========================>.....] - ETA: 2s 24/27 [=========================>....] - ETA: 1s 25/27 [==========================>...] - ETA: 1s 26/27 [===========================>..] - ETA: 0s 27/27 [==============================] - ETA: 0s 27/27 [==============================] - 16s 629ms/step 1/27 [>.............................] - ETA: 0s 2/27 [=>............................] - ETA: 15s 3/27 [==>...........................] - ETA: 14s 4/27 [===>..........................] - ETA: 14s 5/27 [====>.........................] - ETA: 13s 6/27 [=====>........................] - ETA: 13s 7/27 [======>.......................] - ETA: 12s 8/27 [=======>......................] - ETA: 11s 9/27 [=========>....................] - ETA: 11s 10/27 [==========>...................] - ETA: 10s 11/27 [===========>..................] - ETA: 9s  12/27 [============>.................] - ETA: 9s 13/27 [=============>................] - ETA: 8s 14/27 [==============>...............] - ETA: 8s 15/27 [===============>..............] - ETA: 7s 16/27 [================>.............] - ETA: 6s 17/27 [=================>............] - ETA: 6s 18/27 [===================>..........] - ETA: 5s 19/27 [====================>.........] - ETA: 4s 20/27 [=====================>........] - ETA: 4s 21/27 [======================>.......] - ETA: 3s 22/27 [=======================>......] - ETA: 3s 23/27 [========================>.....] - ETA: 2s 24/27 [=========================>....] - ETA: 1s 25/27 [==========================>...] - ETA: 1s 26/27 [===========================>..] - ETA: 0s 27/27 [==============================] - ETA: 0s 27/27 [==============================] - 16s 629ms/step inserting motif: tn5_3 CCTCTACACTGTGCAGAA 1/27 [>.............................] - ETA: 0s 2/27 [=>............................] - ETA: 15s 3/27 [==>...........................] - ETA: 14s 4/27 [===>..........................] - ETA: 14s 5/27 [====>.........................] - ETA: 13s 6/27 [=====>........................] - ETA: 13s 7/27 [======>.......................] - ETA: 12s 8/27 [=======>......................] - ETA: 11s 9/27 [=========>....................] - ETA: 11s 10/27 [==========>...................] - ETA: 10s 11/27 [===========>..................] - ETA: 9s  12/27 [============>.................] - ETA: 9s 13/27 [=============>................] - ETA: 8s 14/27 [==============>...............] - ETA: 8s 15/27 [===============>..............] - ETA: 7s 16/27 [================>.............] - ETA: 6s 17/27 [=================>............] - ETA: 6s 18/27 [===================>..........] - ETA: 5s 19/27 [====================>.........] - ETA: 4s 20/27 [=====================>........] - ETA: 4s 21/27 [======================>.......] - ETA: 3s 22/27 [=======================>......] - ETA: 3s 23/27 [========================>.....] - ETA: 2s 24/27 [=========================>....] - ETA: 1s 25/27 [==========================>...] - ETA: 1s 26/27 [===========================>..] - ETA: 0s 27/27 [==============================] - ETA: 0s 27/27 [==============================] - 16s 629ms/step 1/27 [>.............................] - ETA: 0s 2/27 [=>............................] - ETA: 15s 3/27 [==>...........................] - ETA: 14s 4/27 [===>..........................] - ETA: 14s 5/27 [====>.........................] - ETA: 13s 6/27 [=====>........................] - ETA: 13s 7/27 [======>.......................] - ETA: 12s 8/27 [=======>......................] - ETA: 11s 9/27 [=========>....................] - ETA: 11s 10/27 [==========>...................] - ETA: 10s 11/27 [===========>..................] - ETA: 9s  12/27 [============>.................] - ETA: 9s 13/27 [=============>................] - ETA: 8s 14/27 [==============>...............] - ETA: 8s 15/27 [===============>..............] - ETA: 7s 16/27 [================>.............] - ETA: 6s 17/27 [=================>............] - ETA: 6s 18/27 [===================>..........] - ETA: 5s 19/27 [====================>.........] - ETA: 4s 20/27 [=====================>........] - ETA: 4s 21/27 [======================>.......] - ETA: 3s 22/27 [=======================>......] - ETA: 3s 23/27 [========================>.....] - ETA: 2s 24/27 [=========================>....] - ETA: 1s 25/27 [==========================>...] - ETA: 1s 26/27 [===========================>..] - ETA: 0s 27/27 [==============================] - ETA: 0s 27/27 [==============================] - 16s 628ms/step inserting motif: tn5_4 GCACAGTTCTAGACTGTGCAG 1/27 [>.............................] - ETA: 0s 2/27 [=>............................] - ETA: 15s 3/27 [==>...........................] - ETA: 14s 4/27 [===>..........................] - ETA: 14s 5/27 [====>.........................] - ETA: 13s 6/27 [=====>........................] - ETA: 13s 7/27 [======>.......................] - ETA: 12s 8/27 [=======>......................] - ETA: 11s 9/27 [=========>....................] - ETA: 11s 10/27 [==========>...................] - ETA: 10s 11/27 [===========>..................] - ETA: 9s  12/27 [============>.................] - ETA: 9s 13/27 [=============>................] - ETA: 8s 14/27 [==============>...............] - ETA: 8s 15/27 [===============>..............] - ETA: 7s 16/27 [================>.............] - ETA: 6s 17/27 [=================>............] - ETA: 6s 18/27 [===================>..........] - ETA: 5s 19/27 [====================>.........] - ETA: 4s 20/27 [=====================>........] - ETA: 4s 21/27 [======================>.......] - ETA: 3s 22/27 [=======================>......] - ETA: 3s 23/27 [========================>.....] - ETA: 2s 24/27 [=========================>....] - ETA: 1s 25/27 [==========================>...] - ETA: 1s 26/27 [===========================>..] - ETA: 0s 27/27 [==============================] - ETA: 0s 27/27 [==============================] - 16s 629ms/step 1/27 [>.............................] - ETA: 0s 2/27 [=>............................] - ETA: 15s 3/27 [==>...........................] - ETA: 14s 4/27 [===>..........................] - ETA: 14s 5/27 [====>.........................] - ETA: 13s 6/27 [=====>........................] - ETA: 13s 7/27 [======>.......................] - ETA: 12s 8/27 [=======>......................] - ETA: 11s 9/27 [=========>....................] - ETA: 11s 10/27 [==========>...................] - ETA: 10s 11/27 [===========>..................] - ETA: 9s  12/27 [============>.................] - ETA: 9s 13/27 [=============>................] - ETA: 8s 14/27 [==============>...............] - ETA: 8s 15/27 [===============>..............] - ETA: 7s 16/27 [================>.............] - ETA: 6s 17/27 [=================>............] - ETA: 6s 18/27 [===================>..........] - ETA: 5s 19/27 [====================>.........] - ETA: 4s 20/27 [=====================>........] - ETA: 4s 21/27 [======================>.......] - ETA: 3s 22/27 [=======================>......] - ETA: 3s 23/27 [========================>.....] - ETA: 2s 24/27 [=========================>....] - ETA: 1s 25/27 [==========================>...] - ETA: 1s 26/27 [===========================>..] - ETA: 0s 27/27 [==============================] - ETA: 0s 27/27 [==============================] - 16s 628ms/step inserting motif: tn5_5 CTGCACAGTGTAGAGTTGTGC 1/27 [>.............................] - ETA: 0s 2/27 [=>............................] - ETA: 15s 3/27 [==>...........................] - ETA: 14s 4/27 [===>..........................] - ETA: 14s 5/27 [====>.........................] - ETA: 13s 6/27 [=====>........................] - ETA: 13s 7/27 [======>.......................] - ETA: 12s 8/27 [=======>......................] - ETA: 11s 9/27 [=========>....................] - ETA: 11s 10/27 [==========>...................] - ETA: 10s 11/27 [===========>..................] - ETA: 9s  12/27 [============>.................] - ETA: 9s 13/27 [=============>................] - ETA: 8s 14/27 [==============>...............] - ETA: 8s 15/27 [===============>..............] - ETA: 7s 16/27 [================>.............] - ETA: 6s 17/27 [=================>............] - ETA: 6s 18/27 [===================>..........] - ETA: 5s 19/27 [====================>.........] - ETA: 4s 20/27 [=====================>........] - ETA: 4s 21/27 [======================>.......] - ETA: 3s 22/27 [=======================>......] - ETA: 3s 23/27 [========================>.....] - ETA: 2s 24/27 [=========================>....] - ETA: 1s 25/27 [==========================>...] - ETA: 1s 26/27 [===========================>..] - ETA: 0s 27/27 [==============================] - ETA: 0s 27/27 [==============================] - 16s 628ms/step 1/27 [>.............................] - ETA: 0s 2/27 [=>............................] - ETA: 15s 3/27 [==>...........................] - ETA: 14s 4/27 [===>..........................] - ETA: 14s 5/27 [====>.........................] - ETA: 13s 6/27 [=====>........................] - ETA: 13s 7/27 [======>.......................] - ETA: 12s 8/27 [=======>......................] - ETA: 11s 9/27 [=========>....................] - ETA: 11s 10/27 [==========>...................] - ETA: 10s 11/27 [===========>..................] - ETA: 9s  12/27 [============>.................] - ETA: 9s 13/27 [=============>................] - ETA: 8s 14/27 [==============>...............] - ETA: 8s 15/27 [===============>..............] - ETA: 7s 16/27 [================>.............] - ETA: 6s 17/27 [=================>............] - ETA: 6s 18/27 [===================>..........] - ETA: 5s 19/27 [====================>.........] - ETA: 4s 20/27 [=====================>........] - ETA: 4s 21/27 [======================>.......] - ETA: 3s 22/27 [=======================>......] - ETA: 3s 23/27 [========================>.....] - ETA: 2s 24/27 [=========================>....] - ETA: 1s 25/27 [==========================>...] - ETA: 1s 26/27 [===========================>..] - ETA: 0s 27/27 [==============================] - ETA: 0s 27/27 [==============================] - 16s 628ms/step Saving marginal footprints 2022-09-21_21-11-43: mkdir /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR063UNG//chrombpnet_model_feb15_fold_2//footprints 2022-09-21_21-11-43: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/evaluation/marginal_footprints/marginal_footprinting.py \ -g /scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ -r /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR063UNG//chrombpnet_model_feb15_fold_2//filtered.nonpeaks.bed \ -chr chr1 \ -m /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR063UNG//chrombpnet_model_feb15_fold_2//bias_model_scaled.h5 \ -bs 512 \ -o /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR063UNG//chrombpnet_model_feb15_fold_2//footprints/bias \ -pwm_f src/evaluation/marginal_footprints/motif_to_pwm.tsv \ -mo tn5_1,tn5_2,tn5_3,tn5_4,tn5_5 MOTIF_NAME MOTIF_PWM_FWD 0 tn5_1 GCACAGTACAGAGCTG 1 tn5_2 GTGCACAGTTCTAGAGTGTGCAG 2 tn5_3 CCTCTACACTGTGCAGAA 3 tn5_4 GCACAGTTCTAGACTGTGCAG 4 tn5_5 CTGCACAGTGTAGAGTTGTGC 5 dnase_1 TTTACAAGTCCA 6 dnase_2 TGTACTTACGAA 7 NRF1 GCGCATGCGC 8 AP1 CGATATGACTCATCCC 9 CTCF TTGGCCACTAGGGGGCGCTAT 10 ETS CCGAAAGCGGAAGTGAGAC 11 SP1 AAGGGGGCGGGGCCTAA 12 RUNX CCCTAACCACAGCCC 13 NFKB GCAAGGGAAATTCCCCAGG 14 GATA+TAL GGCTGGGGGGGGCAGATAAGGCC 15 TAL GGCTGGG 16 NFYB CCAGCCAATCAGAGC 17 GABPA GAAACCGGAAGTGGCC 18 BACH1+MAFK AACTGCTGAGTCATCCCG 19 NRF1 CCCCGCGCATGCGCAGTGC 20 HNF4G CCGTTGGACTTTGGACCCTG got the model Model: "model" __________________________________________________________________________________________________ Layer (type) Output Shape Param # Connected to ================================================================================================== sequence (InputLayer) [(None, 2114, 4)] 0 __________________________________________________________________________________________________ bpnet_1st_conv (Conv1D) (None, 2094, 128) 10880 sequence[0][0] __________________________________________________________________________________________________ bpnet_1conv (Conv1D) (None, 2090, 128) 49280 bpnet_1st_conv[0][0] __________________________________________________________________________________________________ bpnet_1crop (Cropping1D) (None, 2090, 128) 0 bpnet_1st_conv[0][0] __________________________________________________________________________________________________ add (Add) (None, 2090, 128) 0 bpnet_1conv[0][0] bpnet_1crop[0][0] __________________________________________________________________________________________________ bpnet_2conv (Conv1D) (None, 2082, 128) 49280 add[0][0] __________________________________________________________________________________________________ bpnet_2crop (Cropping1D) (None, 2082, 128) 0 add[0][0] __________________________________________________________________________________________________ add_1 (Add) (None, 2082, 128) 0 bpnet_2conv[0][0] bpnet_2crop[0][0] __________________________________________________________________________________________________ bpnet_3conv (Conv1D) (None, 2066, 128) 49280 add_1[0][0] __________________________________________________________________________________________________ bpnet_3crop (Cropping1D) (None, 2066, 128) 0 add_1[0][0] __________________________________________________________________________________________________ add_2 (Add) (None, 2066, 128) 0 bpnet_3conv[0][0] bpnet_3crop[0][0] __________________________________________________________________________________________________ bpnet_4conv (Conv1D) (None, 2034, 128) 49280 add_2[0][0] __________________________________________________________________________________________________ bpnet_4crop (Cropping1D) (None, 2034, 128) 0 add_2[0][0] __________________________________________________________________________________________________ add_3 (Add) (None, 2034, 128) 0 bpnet_4conv[0][0] bpnet_4crop[0][0] __________________________________________________________________________________________________ prof_out_precrop (Conv1D) (None, 1960, 1) 9601 add_3[0][0] __________________________________________________________________________________________________ logits_profile_predictions_pref (None, 1000, 1) 0 prof_out_precrop[0][0] __________________________________________________________________________________________________ gap (GlobalAveragePooling1D) (None, 128) 0 add_3[0][0] __________________________________________________________________________________________________ logits_profile_predictions (Fla (None, 1000) 0 logits_profile_predictions_prefla __________________________________________________________________________________________________ logcount_predictions (Dense) (None, 1) 129 gap[0][0] ================================================================================================== Total params: 217,730 Trainable params: 217,730 Non-trainable params: 0 __________________________________________________________________________________________________ inferred model inputlen: 2114 inferred model outputlen: 1000 inserting motif: tn5_1 GCACAGTACAGAGCTG 1/27 [>.............................] - ETA: 59s 3/27 [==>...........................] - ETA: 0s  4/27 [===>..........................] - ETA: 0s 5/27 [====>.........................] - ETA: 0s 6/27 [=====>........................] - ETA: 0s 7/27 [======>.......................] - ETA: 0s 8/27 [=======>......................] - ETA: 0s 9/27 [=========>....................] - ETA: 0s 10/27 [==========>...................] - ETA: 0s 11/27 [===========>..................] - ETA: 0s 12/27 [============>.................] - ETA: 0s 13/27 [=============>................] - ETA: 0s 15/27 [===============>..............] - ETA: 0s 17/27 [=================>............] - ETA: 0s 19/27 [====================>.........] - ETA: 0s 21/27 [======================>.......] - ETA: 0s 23/27 [========================>.....] - ETA: 0s 25/27 [==========================>...] - ETA: 0s 27/27 [==============================] - ETA: 0s 27/27 [==============================] - 4s 55ms/step 1/27 [>.............................] - ETA: 0s 3/27 [==>...........................] - ETA: 1s 5/27 [====>.........................] - ETA: 1s 7/27 [======>.......................] - ETA: 0s 9/27 [=========>....................] - ETA: 0s 11/27 [===========>..................] - ETA: 0s 13/27 [=============>................] - ETA: 0s 15/27 [===============>..............] - ETA: 0s 17/27 [=================>............] - ETA: 0s 19/27 [====================>.........] - ETA: 0s 21/27 [======================>.......] - ETA: 0s 23/27 [========================>.....] - ETA: 0s 25/27 [==========================>...] - ETA: 0s 27/27 [==============================] - ETA: 0s 27/27 [==============================] - 1s 50ms/step inserting motif: tn5_2 GTGCACAGTTCTAGAGTGTGCAG 1/27 [>.............................] - ETA: 0s 3/27 [==>...........................] - ETA: 1s 5/27 [====>.........................] - ETA: 1s 7/27 [======>.......................] - ETA: 0s 9/27 [=========>....................] - ETA: 0s 11/27 [===========>..................] - ETA: 0s 13/27 [=============>................] - ETA: 0s 15/27 [===============>..............] - ETA: 0s 17/27 [=================>............] - ETA: 0s 19/27 [====================>.........] - ETA: 0s 21/27 [======================>.......] - ETA: 0s 23/27 [========================>.....] - ETA: 0s 25/27 [==========================>...] - ETA: 0s 27/27 [==============================] - ETA: 0s 27/27 [==============================] - 1s 50ms/step 1/27 [>.............................] - ETA: 0s 3/27 [==>...........................] - ETA: 1s 5/27 [====>.........................] - ETA: 1s 7/27 [======>.......................] - ETA: 0s 9/27 [=========>....................] - ETA: 0s 11/27 [===========>..................] - ETA: 0s 13/27 [=============>................] - ETA: 0s 15/27 [===============>..............] - ETA: 0s 17/27 [=================>............] - ETA: 0s 19/27 [====================>.........] - ETA: 0s 21/27 [======================>.......] - ETA: 0s 23/27 [========================>.....] - ETA: 0s 25/27 [==========================>...] - ETA: 0s 27/27 [==============================] - ETA: 0s 27/27 [==============================] - 1s 50ms/step inserting motif: tn5_3 CCTCTACACTGTGCAGAA 1/27 [>.............................] - ETA: 0s 3/27 [==>...........................] - ETA: 1s 5/27 [====>.........................] - ETA: 1s 7/27 [======>.......................] - ETA: 0s 9/27 [=========>....................] - ETA: 0s 11/27 [===========>..................] - ETA: 0s 13/27 [=============>................] - ETA: 0s 15/27 [===============>..............] - ETA: 0s 17/27 [=================>............] - ETA: 0s 19/27 [====================>.........] - ETA: 0s 21/27 [======================>.......] - ETA: 0s 23/27 [========================>.....] - ETA: 0s 25/27 [==========================>...] - ETA: 0s 27/27 [==============================] - ETA: 0s 27/27 [==============================] - 1s 50ms/step 1/27 [>.............................] - ETA: 0s 3/27 [==>...........................] - ETA: 1s 5/27 [====>.........................] - ETA: 1s 7/27 [======>.......................] - ETA: 0s 9/27 [=========>....................] - ETA: 0s 11/27 [===========>..................] - ETA: 0s 13/27 [=============>................] - ETA: 0s 15/27 [===============>..............] - ETA: 0s 17/27 [=================>............] - ETA: 0s 19/27 [====================>.........] - ETA: 0s 21/27 [======================>.......] - ETA: 0s 23/27 [========================>.....] - ETA: 0s 24/27 [=========================>....] - ETA: 0s 26/27 [===========================>..] - ETA: 0s 27/27 [==============================] - 1s 50ms/step inserting motif: tn5_4 GCACAGTTCTAGACTGTGCAG 1/27 [>.............................] - ETA: 0s 3/27 [==>...........................] - ETA: 1s 5/27 [====>.........................] - ETA: 1s 7/27 [======>.......................] - ETA: 0s 9/27 [=========>....................] - ETA: 0s 11/27 [===========>..................] - ETA: 0s 13/27 [=============>................] - ETA: 0s 15/27 [===============>..............] - ETA: 0s 16/27 [================>.............] - ETA: 0s 17/27 [=================>............] - ETA: 0s 18/27 [===================>..........] - ETA: 0s 20/27 [=====================>........] - ETA: 0s 22/27 [=======================>......] - ETA: 0s 24/27 [=========================>....] - ETA: 0s 26/27 [===========================>..] - ETA: 0s 27/27 [==============================] - 1s 50ms/step 1/27 [>.............................] - ETA: 0s 3/27 [==>...........................] - ETA: 1s 5/27 [====>.........................] - ETA: 1s 7/27 [======>.......................] - ETA: 0s 9/27 [=========>....................] - ETA: 0s 11/27 [===========>..................] - ETA: 0s 13/27 [=============>................] - ETA: 0s 15/27 [===============>..............] - ETA: 0s 17/27 [=================>............] - ETA: 0s 19/27 [====================>.........] - ETA: 0s 21/27 [======================>.......] - ETA: 0s 23/27 [========================>.....] - ETA: 0s 25/27 [==========================>...] - ETA: 0s 27/27 [==============================] - ETA: 0s 27/27 [==============================] - 1s 50ms/step inserting motif: tn5_5 CTGCACAGTGTAGAGTTGTGC 1/27 [>.............................] - ETA: 0s 3/27 [==>...........................] - ETA: 1s 5/27 [====>.........................] - ETA: 1s 7/27 [======>.......................] - ETA: 0s 9/27 [=========>....................] - ETA: 0s 11/27 [===========>..................] - ETA: 0s 13/27 [=============>................] - ETA: 0s 15/27 [===============>..............] - ETA: 0s 17/27 [=================>............] - ETA: 0s 19/27 [====================>.........] - ETA: 0s 21/27 [======================>.......] - ETA: 0s 23/27 [========================>.....] - ETA: 0s 25/27 [==========================>...] - ETA: 0s 27/27 [==============================] - ETA: 0s 27/27 [==============================] - 1s 50ms/step 1/27 [>.............................] - ETA: 0s 3/27 [==>...........................] - ETA: 1s 5/27 [====>.........................] - ETA: 1s 7/27 [======>.......................] - ETA: 0s 9/27 [=========>....................] - ETA: 0s 11/27 [===========>..................] - ETA: 0s 13/27 [=============>................] - ETA: 0s 15/27 [===============>..............] - ETA: 0s 17/27 [=================>............] - ETA: 0s 19/27 [====================>.........] - ETA: 0s 21/27 [======================>.......] - ETA: 0s 23/27 [========================>.....] - ETA: 0s 25/27 [==========================>...] - ETA: 0s 27/27 [==============================] - ETA: 0s 27/27 [==============================] - 1s 50ms/step Saving marginal footprints