ATAC-seq ATAC_PE Fri Mar 25 21:41:03 2022 +-----------------------------------------------------------------------------+ | NVIDIA-SMI 510.47.03 Driver Version: 510.47.03 CUDA Version: 11.6 | |-------------------------------+----------------------+----------------------+ | 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:C7:00.0 Off | 0 | | N/A 28C P0 52W / 400W | 0MiB / 40960MiB | 0% E. Process | | | | Disabled | +-------------------------------+----------------------+----------------------+ +-----------------------------------------------------------------------------+ | Processes: | | GPU GI CI PID Type Process name GPU Memory | | ID ID Usage | |=============================================================================| | No running processes found | +-----------------------------------------------------------------------------+ No logfile supplied - creating one 2022-03-25_21-41-07: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/helpers/hyperparameters/find_chrombpnet_hyperparams.py \ --genome=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ --bigwig=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR761TKU//preprocessing/bigWigs/ENCSR761TKU.bigWig \ --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR761TKU//preprocessing/downloads/peaks.bed.gz \ --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR761TKU//negatives_data/negatives_with_summit.bed \ --outlier_threshold=0.99 \ --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_0.json \ --negative_sampling_ratio=0.1 \ --inputlen=2114 \ --outputlen=1000 \ --max_jitter=500 \ --filters=512 \ --n_dilation_layers=8 \ --bias_model_path=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/k562_atac_bias_new.h5 \ --output_dir=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR761TKU//chrombpnet_model_feb15/ evaluating hyperparameters on the following chromosomes ['chr2', 'chr4', 'chr5', 'chr7', 'chr9', 'chr10', 'chr11', 'chr12', 'chr13', 'chr14', 'chr15', 'chr16', 'chr17', 'chr18', 'chr19', 'chr21', 'chr22', 'chrX', 'chrY', 'chr8', 'chr20'] Number of peaks input: 83037 Number of peaks filtered because the input/output is on the edge: 0 Number of peaks being used: 83037 Number of peaks input: 23456 Number of peaks filtered because the input/output is on the edge: 0 Number of peaks being used: 23456 Number of non peaks input: 83037 Number of non peaks filtered because the input/output is on the edge: 0 Number of non peaks being used: 83037 Number of non peaks input: 23455 Number of non peaks filtered because the input/output is on the edge: 0 Number of non peaks being used: 23455 Number of peaks after removing outliers: 82115 Number of nonpeaks after removing outliers: 73646 got the model Model: "functional_1" __________________________________________________________________________________________________ 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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ETA: 0s 2269/2302 [============================>.] - ETA: 0s 2277/2302 [============================>.] - ETA: 0s 2285/2302 [============================>.] - ETA: 0s 2293/2302 [============================>.] - ETA: 0s 2301/2302 [============================>.] - ETA: 0s 2302/2302 [==============================] - ETA: 0s 2302/2302 [==============================] - 31s 7ms/step 2022-03-25_21-48-14: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/train.py \ --genome=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ --bigwig=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR761TKU//preprocessing/bigWigs/ENCSR761TKU.bigWig \ --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR761TKU//chrombpnet_model_feb15//filtered.peaks.bed \ --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR761TKU//chrombpnet_model_feb15//filtered.nonpeaks.bed \ --params=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR761TKU//chrombpnet_model_feb15//chrombpnet_model_params.tsv \ --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR761TKU//chrombpnet_model_feb15//chrombpnet \ --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_0.json \ --batch_size=64 \ --architecture_from_file=/home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/models/chrombpnet_with_bias_model.py \ --trackables logcount_predictions_loss loss logits_profile_predictions_loss val_logcount_predictions_loss val_loss val_logits_profile_predictions_loss {'counts_loss_weight': '11.0', 'filters': '512', 'n_dil_layers': '8', 'bias_model_path': '/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR761TKU//chrombpnet_model_feb15/bias_model_scaled.h5', 'inputlen': '2114', 'outputlen': '1000', 'max_jitter': '500', 'chr_fold_path': '/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_0.json', 'negative_sampling_ratio': '0.1'} got the model loading peaks... got split:train for bed regions:(74790, 10) loading nonpeaks... got split:train for bed regions:(66899, 10) loading peaks... got split:valid for bed regions:(7325, 10) loading nonpeaks... got split:valid for bed regions:(6747, 10) Epoch 1/50 1/1286 [..............................] - ETA: 3:32:38 - loss: 313.7250 - logits_profile_predictions_loss: 294.8530 - logcount_predictions_loss: 1.7156 2/1286 [..............................] - ETA: 3:20 - loss: 318.0982 - logits_profile_predictions_loss: 301.4924 - logcount_predictions_loss: 1.5096  3/1286 [..............................] - ETA: 3:19 - loss: 322.2968 - logits_profile_predictions_loss: 305.5783 - logcount_predictions_loss: 1.5199 4/1286 [..............................] - ETA: 3:19 - loss: 324.1791 - logits_profile_predictions_loss: 307.4424 - logcount_predictions_loss: 1.5215 5/1286 [..............................] - ETA: 3:18 - loss: 325.8488 - logits_profile_predictions_loss: 308.8602 - logcount_predictions_loss: 1.5444 6/1286 [..............................] - ETA: 3:18 - loss: 327.0608 - logits_profile_predictions_loss: 309.9760 - logcount_predictions_loss: 1.5532 7/1286 [..............................] - ETA: 3:17 - loss: 327.8808 - logits_profile_predictions_loss: 310.6595 - logcount_predictions_loss: 1.5656 8/1286 [..............................] - ETA: 3:17 - loss: 328.1578 - logits_profile_predictions_loss: 310.8421 - logcount_predictions_loss: 1.5742 9/1286 [..............................] - ETA: 3:17 - loss: 327.6360 - logits_profile_predictions_loss: 310.3053 - logcount_predictions_loss: 1.5755 10/1286 [..............................] - ETA: 3:17 - loss: 327.2711 - logits_profile_predictions_loss: 309.8964 - logcount_predictions_loss: 1.5795 11/1286 [..............................] - ETA: 3:17 - loss: 326.6928 - logits_profile_predictions_loss: 309.2942 - logcount_predictions_loss: 1.5817 12/1286 [..............................] - ETA: 3:16 - loss: 326.0987 - logits_profile_predictions_loss: 308.6816 - logcount_predictions_loss: 1.5834 13/1286 [..............................] - ETA: 3:17 - loss: 325.7365 - logits_profile_predictions_loss: 308.2675 - logcount_predictions_loss: 1.5881 14/1286 [..............................] - ETA: 3:17 - loss: 325.3875 - logits_profile_predictions_loss: 307.8586 - logcount_predictions_loss: 1.5935 15/1286 [..............................] - ETA: 3:16 - loss: 325.0201 - logits_profile_predictions_loss: 307.4399 - logcount_predictions_loss: 1.5982 16/1286 [..............................] - ETA: 3:16 - loss: 324.7641 - logits_profile_predictions_loss: 307.1319 - logcount_predictions_loss: 1.6029 17/1286 [..............................] - ETA: 3:16 - loss: 324.6458 - logits_profile_predictions_loss: 306.9509 - logcount_predictions_loss: 1.6086 18/1286 [..............................] - ETA: 3:16 - loss: 324.6441 - logits_profile_predictions_loss: 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logits_profile_predictions_loss: 299.5414 - logcount_predictions_loss: 1.7783 157/1286 [==>...........................] - ETA: 2:54 - loss: 319.0610 - logits_profile_predictions_loss: 299.5006 - logcount_predictions_loss: 1.7782 158/1286 [==>...........................] - ETA: 2:54 - loss: 319.0198 - logits_profile_predictions_loss: 299.4602 - logcount_predictions_loss: 1.7781 159/1286 [==>...........................] - ETA: 2:54 - loss: 318.9784 - logits_profile_predictions_loss: 299.4196 - logcount_predictions_loss: 1.7781 160/1286 [==>...........................] - ETA: 2:54 - loss: 318.9364 - logits_profile_predictions_loss: 299.3786 - logcount_predictions_loss: 1.7780 161/1286 [==>...........................] - ETA: 2:53 - loss: 318.8954 - logits_profile_predictions_loss: 299.3385 - logcount_predictions_loss: 1.7779 162/1286 [==>...........................] - ETA: 2:53 - loss: 318.8546 - logits_profile_predictions_loss: 299.2985 - logcount_predictions_loss: 1.7778 163/1286 [==>...........................] - ETA: 2:53 - loss: 318.8151 - logits_profile_predictions_loss: 299.2596 - logcount_predictions_loss: 1.7778 164/1286 [==>...........................] - ETA: 2:53 - loss: 318.7764 - logits_profile_predictions_loss: 299.2215 - logcount_predictions_loss: 1.7777 165/1286 [==>...........................] - ETA: 2:53 - loss: 318.7368 - logits_profile_predictions_loss: 299.1827 - logcount_predictions_loss: 1.7776 166/1286 [==>...........................] - ETA: 2:53 - loss: 318.6976 - logits_profile_predictions_loss: 299.1442 - logcount_predictions_loss: 1.7776 167/1286 [==>...........................] - ETA: 2:53 - loss: 318.6596 - logits_profile_predictions_loss: 299.1069 - logcount_predictions_loss: 1.7775 168/1286 [==>...........................] - ETA: 2:52 - loss: 318.6241 - logits_profile_predictions_loss: 299.0717 - logcount_predictions_loss: 1.7775 169/1286 [==>...........................] - ETA: 2:52 - loss: 318.5884 - logits_profile_predictions_loss: 299.0364 - logcount_predictions_loss: 1.7775 170/1286 [==>...........................] - ETA: 2:52 - loss: 318.5523 - logits_profile_predictions_loss: 299.0007 - logcount_predictions_loss: 1.7774 171/1286 [==>...........................] - ETA: 2:52 - loss: 318.5170 - logits_profile_predictions_loss: 298.9657 - logcount_predictions_loss: 1.7774 172/1286 [===>..........................] - ETA: 2:52 - loss: 318.4820 - logits_profile_predictions_loss: 298.9311 - logcount_predictions_loss: 1.7774 173/1286 [===>..........................] - ETA: 2:52 - loss: 318.4471 - logits_profile_predictions_loss: 298.8965 - logcount_predictions_loss: 1.7773 174/1286 [===>..........................] - ETA: 2:51 - loss: 318.4123 - logits_profile_predictions_loss: 298.8621 - logcount_predictions_loss: 1.7773 175/1286 [===>..........................] - ETA: 2:51 - loss: 318.3788 - logits_profile_predictions_loss: 298.8289 - logcount_predictions_loss: 1.7773 176/1286 [===>..........................] - ETA: 2:51 - loss: 318.3464 - logits_profile_predictions_loss: 298.7967 - logcount_predictions_loss: 1.7772 177/1286 [===>..........................] - ETA: 2:51 - loss: 318.3132 - logits_profile_predictions_loss: 298.7639 - logcount_predictions_loss: 1.7772 178/1286 [===>..........................] - ETA: 2:51 - loss: 318.2799 - logits_profile_predictions_loss: 298.7309 - logcount_predictions_loss: 1.7772 179/1286 [===>..........................] - ETA: 2:51 - loss: 318.2468 - logits_profile_predictions_loss: 298.6981 - logcount_predictions_loss: 1.7772 180/1286 [===>..........................] - ETA: 2:51 - loss: 318.2125 - logits_profile_predictions_loss: 298.6643 - logcount_predictions_loss: 1.7771 181/1286 [===>..........................] - ETA: 2:50 - loss: 318.1785 - logits_profile_predictions_loss: 298.6308 - logcount_predictions_loss: 1.7771 182/1286 [===>..........................] - ETA: 2:50 - loss: 318.1454 - logits_profile_predictions_loss: 298.5982 - logcount_predictions_loss: 1.7770 183/1286 [===>..........................] - ETA: 2:50 - loss: 318.1121 - logits_profile_predictions_loss: 298.5653 - logcount_predictions_loss: 1.7770 184/1286 [===>..........................] - ETA: 2:50 - loss: 318.0790 - logits_profile_predictions_loss: 298.5327 - logcount_predictions_loss: 1.7769 185/1286 [===>..........................] - ETA: 2:50 - loss: 318.0455 - logits_profile_predictions_loss: 298.4999 - logcount_predictions_loss: 1.7769 186/1286 [===>..........................] - ETA: 2:50 - loss: 318.0126 - logits_profile_predictions_loss: 298.4675 - logcount_predictions_loss: 1.7768 187/1286 [===>..........................] - ETA: 2:50 - loss: 317.9800 - logits_profile_predictions_loss: 298.4354 - logcount_predictions_loss: 1.7768 188/1286 [===>..........................] - ETA: 2:49 - loss: 317.9482 - logits_profile_predictions_loss: 298.4041 - logcount_predictions_loss: 1.7767 189/1286 [===>..........................] - ETA: 2:49 - loss: 317.9162 - logits_profile_predictions_loss: 298.3726 - logcount_predictions_loss: 1.7767 190/1286 [===>..........................] - ETA: 2:49 - loss: 317.8833 - logits_profile_predictions_loss: 298.3403 - logcount_predictions_loss: 1.7766 191/1286 [===>..........................] - ETA: 2:49 - loss: 317.8503 - logits_profile_predictions_loss: 298.3079 - logcount_predictions_loss: 1.7766 192/1286 [===>..........................] - ETA: 2:49 - loss: 317.8166 - logits_profile_predictions_loss: 298.2750 - logcount_predictions_loss: 1.7765 193/1286 [===>..........................] - ETA: 2:49 - loss: 317.7830 - logits_profile_predictions_loss: 298.2422 - logcount_predictions_loss: 1.7764 194/1286 [===>..........................] - ETA: 2:48 - loss: 317.7498 - logits_profile_predictions_loss: 298.2096 - logcount_predictions_loss: 1.7764 195/1286 [===>..........................] - ETA: 2:48 - loss: 317.7164 - logits_profile_predictions_loss: 298.1770 - logcount_predictions_loss: 1.7763 196/1286 [===>..........................] - ETA: 2:48 - loss: 317.6832 - logits_profile_predictions_loss: 298.1445 - logcount_predictions_loss: 1.7762 197/1286 [===>..........................] - ETA: 2:48 - loss: 317.6500 - logits_profile_predictions_loss: 298.1119 - logcount_predictions_loss: 1.7762 198/1286 [===>..........................] - ETA: 2:48 - loss: 317.6164 - logits_profile_predictions_loss: 298.0792 - logcount_predictions_loss: 1.7761 199/1286 [===>..........................] - ETA: 2:48 - loss: 317.5833 - logits_profile_predictions_loss: 298.0469 - logcount_predictions_loss: 1.7760 200/1286 [===>..........................] - ETA: 2:48 - loss: 317.5507 - logits_profile_predictions_loss: 298.0150 - logcount_predictions_loss: 1.7760 201/1286 [===>..........................] - ETA: 2:47 - loss: 317.5173 - logits_profile_predictions_loss: 297.9825 - logcount_predictions_loss: 1.7759 202/1286 [===>..........................] - ETA: 2:47 - loss: 317.4845 - logits_profile_predictions_loss: 297.9506 - logcount_predictions_loss: 1.7758 203/1286 [===>..........................] - ETA: 2:47 - loss: 317.4517 - logits_profile_predictions_loss: 297.9187 - logcount_predictions_loss: 1.7757 204/1286 [===>..........................] - ETA: 2:47 - loss: 317.4194 - logits_profile_predictions_loss: 297.8872 - logcount_predictions_loss: 1.7757 205/1286 [===>..........................] - ETA: 2:47 - loss: 317.3868 - logits_profile_predictions_loss: 297.8556 - logcount_predictions_loss: 1.7756 206/1286 [===>..........................] - ETA: 2:47 - loss: 317.3534 - logits_profile_predictions_loss: 297.8232 - logcount_predictions_loss: 1.7755 207/1286 [===>..........................] - ETA: 2:47 - loss: 317.3200 - logits_profile_predictions_loss: 297.7909 - logcount_predictions_loss: 1.7754 208/1286 [===>..........................] - ETA: 2:46 - loss: 317.2878 - logits_profile_predictions_loss: 297.7595 - logcount_predictions_loss: 1.7753 209/1286 [===>..........................] - ETA: 2:46 - loss: 317.2552 - logits_profile_predictions_loss: 297.7279 - logcount_predictions_loss: 1.7752 210/1286 [===>..........................] - ETA: 2:46 - loss: 317.2234 - logits_profile_predictions_loss: 297.6969 - logcount_predictions_loss: 1.7751 211/1286 [===>..........................] - ETA: 2:46 - loss: 317.1922 - logits_profile_predictions_loss: 297.6665 - logcount_predictions_loss: 1.7751 212/1286 [===>..........................] - ETA: 2:46 - loss: 317.1618 - logits_profile_predictions_loss: 297.6369 - logcount_predictions_loss: 1.7750 213/1286 [===>..........................] - ETA: 2:46 - loss: 317.1317 - logits_profile_predictions_loss: 297.6075 - logcount_predictions_loss: 1.7749 214/1286 [===>..........................] - ETA: 2:45 - loss: 317.1024 - logits_profile_predictions_loss: 297.5788 - logcount_predictions_loss: 1.7749 215/1286 [====>.........................] - ETA: 2:45 - loss: 317.0732 - logits_profile_predictions_loss: 297.5502 - logcount_predictions_loss: 1.7748 216/1286 [====>.........................] - ETA: 2:45 - loss: 317.0446 - logits_profile_predictions_loss: 297.5222 - logcount_predictions_loss: 1.7748 217/1286 [====>.........................] - ETA: 2:45 - loss: 317.0158 - logits_profile_predictions_loss: 297.4940 - logcount_predictions_loss: 1.7747 218/1286 [====>.........................] - ETA: 2:45 - loss: 316.9864 - logits_profile_predictions_loss: 297.4653 - logcount_predictions_loss: 1.7746 219/1286 [====>.........................] - ETA: 2:45 - loss: 316.9576 - logits_profile_predictions_loss: 297.4372 - logcount_predictions_loss: 1.7746 220/1286 [====>.........................] - ETA: 2:45 - loss: 316.9292 - logits_profile_predictions_loss: 297.4094 - logcount_predictions_loss: 1.7745 221/1286 [====>.........................] - ETA: 2:44 - loss: 316.9006 - logits_profile_predictions_loss: 297.3815 - logcount_predictions_loss: 1.7745 222/1286 [====>.........................] - ETA: 2:44 - loss: 316.8718 - logits_profile_predictions_loss: 297.3534 - logcount_predictions_loss: 1.7744 223/1286 [====>.........................] - ETA: 2:44 - loss: 316.8424 - logits_profile_predictions_loss: 297.3249 - logcount_predictions_loss: 1.7743 224/1286 [====>.........................] - ETA: 2:44 - loss: 316.8132 - logits_profile_predictions_loss: 297.2964 - logcount_predictions_loss: 1.7743 225/1286 [====>.........................] - ETA: 2:44 - loss: 316.7838 - logits_profile_predictions_loss: 297.2679 - logcount_predictions_loss: 1.7742 226/1286 [====>.........................] - ETA: 2:44 - loss: 316.7542 - logits_profile_predictions_loss: 297.2392 - logcount_predictions_loss: 1.7741 227/1286 [====>.........................] - ETA: 2:43 - loss: 316.7246 - logits_profile_predictions_loss: 297.2105 - logcount_predictions_loss: 1.7740 228/1286 [====>.........................] - ETA: 2:43 - loss: 316.6952 - logits_profile_predictions_loss: 297.1820 - logcount_predictions_loss: 1.7739 229/1286 [====>.........................] - ETA: 2:43 - loss: 316.6665 - logits_profile_predictions_loss: 297.1541 - logcount_predictions_loss: 1.7739 230/1286 [====>.........................] - ETA: 2:43 - loss: 316.6380 - logits_profile_predictions_loss: 297.1264 - logcount_predictions_loss: 1.7738 231/1286 [====>.........................] - ETA: 2:43 - loss: 316.6103 - logits_profile_predictions_loss: 297.0994 - logcount_predictions_loss: 1.7737 232/1286 [====>.........................] - ETA: 2:43 - loss: 316.5825 - logits_profile_predictions_loss: 297.0723 - logcount_predictions_loss: 1.7737 233/1286 [====>.........................] - ETA: 2:43 - loss: 316.5551 - logits_profile_predictions_loss: 297.0455 - logcount_predictions_loss: 1.7736 234/1286 [====>.........................] - ETA: 2:42 - loss: 316.5275 - logits_profile_predictions_loss: 297.0187 - logcount_predictions_loss: 1.7735 235/1286 [====>.........................] - ETA: 2:42 - loss: 316.5000 - logits_profile_predictions_loss: 296.9919 - logcount_predictions_loss: 1.7735 236/1286 [====>.........................] - ETA: 2:42 - loss: 316.4727 - logits_profile_predictions_loss: 296.9654 - logcount_predictions_loss: 1.7734 237/1286 [====>.........................] - ETA: 2:42 - loss: 316.4452 - logits_profile_predictions_loss: 296.9387 - logcount_predictions_loss: 1.7733 238/1286 [====>.........................] - ETA: 2:42 - loss: 316.4178 - logits_profile_predictions_loss: 296.9120 - logcount_predictions_loss: 1.7732 239/1286 [====>.........................] - ETA: 2:42 - loss: 316.3902 - logits_profile_predictions_loss: 296.8853 - logcount_predictions_loss: 1.7732 240/1286 [====>.........................] - ETA: 2:41 - loss: 316.3629 - logits_profile_predictions_loss: 296.8588 - logcount_predictions_loss: 1.7731 241/1286 [====>.........................] - ETA: 2:41 - loss: 316.3360 - logits_profile_predictions_loss: 296.8327 - logcount_predictions_loss: 1.7730 242/1286 [====>.........................] - ETA: 2:41 - loss: 316.3092 - logits_profile_predictions_loss: 296.8066 - logcount_predictions_loss: 1.7730 243/1286 [====>.........................] - ETA: 2:41 - loss: 316.2823 - logits_profile_predictions_loss: 296.7806 - logcount_predictions_loss: 1.7729 244/1286 [====>.........................] - ETA: 2:41 - loss: 316.2553 - logits_profile_predictions_loss: 296.7545 - logcount_predictions_loss: 1.7728 245/1286 [====>.........................] - ETA: 2:41 - loss: 316.2281 - logits_profile_predictions_loss: 296.7281 - logcount_predictions_loss: 1.7727 246/1286 [====>.........................] - ETA: 2:41 - loss: 316.2011 - logits_profile_predictions_loss: 296.7020 - logcount_predictions_loss: 1.7727 247/1286 [====>.........................] - ETA: 2:40 - loss: 316.1746 - logits_profile_predictions_loss: 296.6762 - logcount_predictions_loss: 1.7726 248/1286 [====>.........................] - ETA: 2:40 - loss: 316.1481 - logits_profile_predictions_loss: 296.6504 - logcount_predictions_loss: 1.7725 249/1286 [====>.........................] - ETA: 2:40 - loss: 316.1213 - logits_profile_predictions_loss: 296.6245 - logcount_predictions_loss: 1.7724 250/1286 [====>.........................] - ETA: 2:40 - loss: 316.0949 - logits_profile_predictions_loss: 296.5988 - logcount_predictions_loss: 1.7724 251/1286 [====>.........................] - ETA: 2:40 - loss: 316.0688 - logits_profile_predictions_loss: 296.5734 - logcount_predictions_loss: 1.7723 252/1286 [====>.........................] - ETA: 2:40 - loss: 316.0429 - logits_profile_predictions_loss: 296.5483 - logcount_predictions_loss: 1.7722 253/1286 [====>.........................] - ETA: 2:39 - loss: 316.0169 - logits_profile_predictions_loss: 296.5231 - logcount_predictions_loss: 1.7722 254/1286 [====>.........................] - ETA: 2:39 - loss: 315.9912 - logits_profile_predictions_loss: 296.4981 - logcount_predictions_loss: 1.7721 255/1286 [====>.........................] - ETA: 2:39 - loss: 315.9651 - logits_profile_predictions_loss: 296.4728 - logcount_predictions_loss: 1.7720 256/1286 [====>.........................] - ETA: 2:39 - loss: 315.9390 - logits_profile_predictions_loss: 296.4476 - logcount_predictions_loss: 1.7719 257/1286 [====>.........................] - ETA: 2:39 - loss: 315.9136 - logits_profile_predictions_loss: 296.4230 - logcount_predictions_loss: 1.7719 258/1286 [=====>........................] - ETA: 2:39 - loss: 315.8881 - logits_profile_predictions_loss: 296.3982 - logcount_predictions_loss: 1.7718 259/1286 [=====>........................] - ETA: 2:38 - loss: 315.8631 - logits_profile_predictions_loss: 296.3740 - logcount_predictions_loss: 1.7717 260/1286 [=====>........................] - ETA: 2:38 - loss: 315.8384 - logits_profile_predictions_loss: 296.3500 - logcount_predictions_loss: 1.7717 261/1286 [=====>........................] - ETA: 2:38 - loss: 315.8139 - logits_profile_predictions_loss: 296.3262 - logcount_predictions_loss: 1.7716 262/1286 [=====>........................] - ETA: 2:38 - loss: 315.7895 - logits_profile_predictions_loss: 296.3024 - logcount_predictions_loss: 1.7715 263/1286 [=====>........................] - ETA: 2:38 - loss: 315.7647 - logits_profile_predictions_loss: 296.2784 - logcount_predictions_loss: 1.7715 264/1286 [=====>........................] - ETA: 2:38 - loss: 315.7402 - logits_profile_predictions_loss: 296.2547 - logcount_predictions_loss: 1.7714 265/1286 [=====>........................] - ETA: 2:38 - loss: 315.7160 - logits_profile_predictions_loss: 296.2312 - logcount_predictions_loss: 1.7713 266/1286 [=====>........................] - ETA: 2:37 - loss: 315.6919 - logits_profile_predictions_loss: 296.2078 - logcount_predictions_loss: 1.7713 267/1286 [=====>........................] - ETA: 2:37 - loss: 315.6676 - logits_profile_predictions_loss: 296.1842 - logcount_predictions_loss: 1.7712 268/1286 [=====>........................] - ETA: 2:37 - loss: 315.6436 - logits_profile_predictions_loss: 296.1609 - logcount_predictions_loss: 1.7711 269/1286 [=====>........................] - ETA: 2:37 - loss: 315.6198 - logits_profile_predictions_loss: 296.1379 - logcount_predictions_loss: 1.7711 270/1286 [=====>........................] - ETA: 2:37 - loss: 315.5958 - logits_profile_predictions_loss: 296.1146 - logcount_predictions_loss: 1.7710 271/1286 [=====>........................] - ETA: 2:37 - loss: 315.5717 - logits_profile_predictions_loss: 296.0913 - logcount_predictions_loss: 1.7709 272/1286 [=====>........................] - ETA: 2:36 - loss: 315.5476 - logits_profile_predictions_loss: 296.0680 - logcount_predictions_loss: 1.7709 273/1286 [=====>........................] - ETA: 2:36 - loss: 315.5242 - logits_profile_predictions_loss: 296.0452 - logcount_predictions_loss: 1.7708 274/1286 [=====>........................] - ETA: 2:36 - loss: 315.5003 - logits_profile_predictions_loss: 296.0222 - logcount_predictions_loss: 1.7707 275/1286 [=====>........................] - ETA: 2:36 - loss: 315.4765 - logits_profile_predictions_loss: 295.9991 - logcount_predictions_loss: 1.7707 276/1286 [=====>........................] - ETA: 2:36 - loss: 315.4521 - logits_profile_predictions_loss: 295.9756 - logcount_predictions_loss: 1.7706 277/1286 [=====>........................] - ETA: 2:36 - loss: 315.4279 - logits_profile_predictions_loss: 295.9523 - logcount_predictions_loss: 1.7705 278/1286 [=====>........................] - ETA: 2:36 - loss: 315.4042 - logits_profile_predictions_loss: 295.9294 - logcount_predictions_loss: 1.7704 279/1286 [=====>........................] - ETA: 2:35 - loss: 315.3803 - logits_profile_predictions_loss: 295.9063 - logcount_predictions_loss: 1.7704 280/1286 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1277/1286 [============================>.] - ETA: 1s - loss: 303.0530 - logits_profile_predictions_loss: 289.3208 - logcount_predictions_loss: 1.2484 1278/1286 [============================>.] - ETA: 1s - loss: 303.0459 - logits_profile_predictions_loss: 289.3181 - logcount_predictions_loss: 1.2480 1279/1286 [============================>.] - ETA: 1s - loss: 303.0388 - logits_profile_predictions_loss: 289.3154 - logcount_predictions_loss: 1.2476 1280/1286 [============================>.] - ETA: 0s - loss: 303.0317 - logits_profile_predictions_loss: 289.3127 - logcount_predictions_loss: 1.2472 1281/1286 [============================>.] - ETA: 0s - loss: 303.0245 - logits_profile_predictions_loss: 289.3100 - logcount_predictions_loss: 1.2468 1282/1286 [============================>.] - ETA: 0s - loss: 303.0174 - logits_profile_predictions_loss: 289.3073 - logcount_predictions_loss: 1.2464 1283/1286 [============================>.] - ETA: 0s - loss: 303.0103 - logits_profile_predictions_loss: 289.3046 - logcount_predictions_loss: 1.2460 1284/1286 [============================>.] - ETA: 0s - loss: 303.0031 - logits_profile_predictions_loss: 289.3019 - logcount_predictions_loss: 1.2456 1285/1286 [============================>.] - ETA: 0s - loss: 302.9960 - logits_profile_predictions_loss: 289.2992 - logcount_predictions_loss: 1.2452 1286/1286 [==============================] - ETA: 0s - loss: 302.9889 - logits_profile_predictions_loss: 289.2965 - logcount_predictions_loss: 1.2448 1286/1286 [==============================] - 220s 164ms/step - loss: 302.9818 - logits_profile_predictions_loss: 289.2938 - logcount_predictions_loss: 1.2444 - val_loss: 290.0381 - val_logits_profile_predictions_loss: 286.8175 - val_logcount_predictions_loss: 0.2928 Epoch 00001: val_loss improved from inf to 290.03806, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR761TKU//chrombpnet_model_feb15/chrombpnet.h5 Epoch 2/50 1/1286 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- logcount_predictions_loss: 0.3077 8/1286 [..............................] - ETA: 3:18 - loss: 283.5892 - logits_profile_predictions_loss: 280.2183 - logcount_predictions_loss: 0.3064 9/1286 [..............................] - ETA: 3:18 - loss: 284.1373 - logits_profile_predictions_loss: 280.7777 - logcount_predictions_loss: 0.3054 10/1286 [..............................] - ETA: 3:17 - loss: 284.3282 - logits_profile_predictions_loss: 280.9671 - logcount_predictions_loss: 0.3056 11/1286 [..............................] - ETA: 3:17 - loss: 284.5292 - logits_profile_predictions_loss: 281.1691 - logcount_predictions_loss: 0.3055 12/1286 [..............................] - ETA: 3:17 - loss: 284.7814 - logits_profile_predictions_loss: 281.4277 - logcount_predictions_loss: 0.3049 13/1286 [..............................] - ETA: 3:16 - loss: 284.7839 - logits_profile_predictions_loss: 281.4389 - logcount_predictions_loss: 0.3041 14/1286 [..............................] - ETA: 3:16 - loss: 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[..............................] - ETA: 3:15 - loss: 285.2878 - logits_profile_predictions_loss: 282.0250 - logcount_predictions_loss: 0.2966 22/1286 [..............................] - ETA: 3:15 - loss: 285.3639 - logits_profile_predictions_loss: 282.1107 - logcount_predictions_loss: 0.2957 23/1286 [..............................] - ETA: 3:14 - loss: 285.4084 - logits_profile_predictions_loss: 282.1645 - logcount_predictions_loss: 0.2949 24/1286 [..............................] - ETA: 3:14 - loss: 285.4227 - logits_profile_predictions_loss: 282.1864 - logcount_predictions_loss: 0.2942 25/1286 [..............................] - ETA: 3:14 - loss: 285.4293 - logits_profile_predictions_loss: 282.2006 - logcount_predictions_loss: 0.2935 26/1286 [..............................] - ETA: 3:14 - loss: 285.4000 - logits_profile_predictions_loss: 282.1785 - logcount_predictions_loss: 0.2929 27/1286 [..............................] - ETA: 3:14 - loss: 285.3189 - logits_profile_predictions_loss: 282.1044 - logcount_predictions_loss: 0.2922 28/1286 [..............................] - ETA: 3:13 - loss: 285.2178 - logits_profile_predictions_loss: 282.0095 - logcount_predictions_loss: 0.2917 29/1286 [..............................] - ETA: 3:13 - loss: 285.1255 - logits_profile_predictions_loss: 281.9242 - logcount_predictions_loss: 0.2910 30/1286 [..............................] - ETA: 3:13 - loss: 285.0373 - logits_profile_predictions_loss: 281.8425 - logcount_predictions_loss: 0.2904 31/1286 [..............................] - ETA: 3:13 - loss: 284.9620 - logits_profile_predictions_loss: 281.7720 - logcount_predictions_loss: 0.2900 32/1286 [..............................] - ETA: 3:13 - loss: 284.9036 - logits_profile_predictions_loss: 281.7185 - logcount_predictions_loss: 0.2896 33/1286 [..............................] - ETA: 3:12 - loss: 284.8651 - logits_profile_predictions_loss: 281.6841 - logcount_predictions_loss: 0.2892 34/1286 [..............................] - ETA: 3:12 - 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[>.............................] - ETA: 3:09 - loss: 284.8364 - logits_profile_predictions_loss: 281.7167 - logcount_predictions_loss: 0.2836 55/1286 [>.............................] - ETA: 3:09 - loss: 284.8447 - logits_profile_predictions_loss: 281.7268 - logcount_predictions_loss: 0.2834 56/1286 [>.............................] - ETA: 3:09 - loss: 284.8552 - logits_profile_predictions_loss: 281.7391 - logcount_predictions_loss: 0.2833 57/1286 [>.............................] - ETA: 3:08 - loss: 284.8641 - logits_profile_predictions_loss: 281.7495 - logcount_predictions_loss: 0.2831 58/1286 [>.............................] - ETA: 3:08 - loss: 284.8630 - logits_profile_predictions_loss: 281.7500 - logcount_predictions_loss: 0.2830 59/1286 [>.............................] - ETA: 3:08 - loss: 284.8543 - logits_profile_predictions_loss: 281.7429 - logcount_predictions_loss: 0.2829 60/1286 [>.............................] - ETA: 3:08 - loss: 284.8474 - logits_profile_predictions_loss: 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[=>............................] - ETA: 3:04 - loss: 284.1536 - logits_profile_predictions_loss: 281.0512 - logcount_predictions_loss: 0.2820 88/1286 [=>............................] - ETA: 3:04 - loss: 284.1329 - logits_profile_predictions_loss: 281.0304 - logcount_predictions_loss: 0.2820 89/1286 [=>............................] - ETA: 3:03 - loss: 284.1169 - logits_profile_predictions_loss: 281.0144 - logcount_predictions_loss: 0.2820 90/1286 [=>............................] - ETA: 3:03 - loss: 284.1008 - logits_profile_predictions_loss: 280.9984 - logcount_predictions_loss: 0.2820 91/1286 [=>............................] - ETA: 3:03 - loss: 284.0806 - logits_profile_predictions_loss: 280.9785 - logcount_predictions_loss: 0.2820 92/1286 [=>............................] - ETA: 3:03 - loss: 284.0641 - logits_profile_predictions_loss: 280.9621 - logcount_predictions_loss: 0.2820 93/1286 [=>............................] - ETA: 3:03 - loss: 284.0477 - logits_profile_predictions_loss: 280.9459 - logcount_predictions_loss: 0.2820 94/1286 [=>............................] - ETA: 3:03 - loss: 284.0333 - logits_profile_predictions_loss: 280.9317 - logcount_predictions_loss: 0.2820 95/1286 [=>............................] - ETA: 3:03 - loss: 284.0186 - logits_profile_predictions_loss: 280.9171 - logcount_predictions_loss: 0.2820 96/1286 [=>............................] - ETA: 3:02 - loss: 284.0067 - logits_profile_predictions_loss: 280.9054 - logcount_predictions_loss: 0.2819 97/1286 [=>............................] - ETA: 3:02 - loss: 283.9971 - logits_profile_predictions_loss: 280.8960 - logcount_predictions_loss: 0.2819 98/1286 [=>............................] - ETA: 3:02 - loss: 283.9876 - logits_profile_predictions_loss: 280.8867 - logcount_predictions_loss: 0.2819 99/1286 [=>............................] - ETA: 3:02 - loss: 283.9797 - logits_profile_predictions_loss: 280.8790 - logcount_predictions_loss: 0.2819 100/1286 [=>............................] - ETA: 3:02 - 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logits_profile_predictions_loss: 280.8367 - logcount_predictions_loss: 0.2817 114/1286 [=>............................] - ETA: 3:00 - loss: 283.9323 - logits_profile_predictions_loss: 280.8336 - logcount_predictions_loss: 0.2817 115/1286 [=>............................] - ETA: 2:59 - loss: 283.9296 - logits_profile_predictions_loss: 280.8314 - logcount_predictions_loss: 0.2817 116/1286 [=>............................] - ETA: 2:59 - loss: 283.9268 - logits_profile_predictions_loss: 280.8288 - logcount_predictions_loss: 0.2816 117/1286 [=>............................] - ETA: 2:59 - loss: 283.9238 - logits_profile_predictions_loss: 280.8261 - logcount_predictions_loss: 0.2816 118/1286 [=>............................] - ETA: 2:59 - loss: 283.9229 - logits_profile_predictions_loss: 280.8254 - logcount_predictions_loss: 0.2816 119/1286 [=>............................] - ETA: 2:59 - loss: 283.9216 - logits_profile_predictions_loss: 280.8243 - logcount_predictions_loss: 0.2816 120/1286 [=>............................] - ETA: 2:59 - loss: 283.9184 - logits_profile_predictions_loss: 280.8214 - logcount_predictions_loss: 0.2816 121/1286 [=>............................] - ETA: 2:59 - loss: 283.9157 - logits_profile_predictions_loss: 280.8189 - logcount_predictions_loss: 0.2815 122/1286 [=>............................] - ETA: 2:58 - loss: 283.9144 - logits_profile_predictions_loss: 280.8178 - logcount_predictions_loss: 0.2815 123/1286 [=>............................] - ETA: 2:58 - loss: 283.9112 - logits_profile_predictions_loss: 280.8149 - logcount_predictions_loss: 0.2815 124/1286 [=>............................] - ETA: 2:58 - loss: 283.9068 - logits_profile_predictions_loss: 280.8108 - logcount_predictions_loss: 0.2815 125/1286 [=>............................] - ETA: 2:58 - loss: 283.9014 - logits_profile_predictions_loss: 280.8057 - logcount_predictions_loss: 0.2814 126/1286 [=>............................] - ETA: 2:58 - loss: 283.8953 - logits_profile_predictions_loss: 280.8000 - logcount_predictions_loss: 0.2814 127/1286 [=>............................] - ETA: 2:58 - loss: 283.8884 - logits_profile_predictions_loss: 280.7935 - logcount_predictions_loss: 0.2814 128/1286 [=>............................] - ETA: 2:57 - loss: 283.8820 - logits_profile_predictions_loss: 280.7874 - logcount_predictions_loss: 0.2813 129/1286 [==>...........................] - ETA: 2:57 - loss: 283.8746 - logits_profile_predictions_loss: 280.7803 - logcount_predictions_loss: 0.2813 130/1286 [==>...........................] - ETA: 2:57 - loss: 283.8671 - logits_profile_predictions_loss: 280.7731 - logcount_predictions_loss: 0.2813 131/1286 [==>...........................] - ETA: 2:57 - loss: 283.8590 - logits_profile_predictions_loss: 280.7653 - logcount_predictions_loss: 0.2812 132/1286 [==>...........................] - ETA: 2:57 - loss: 283.8525 - logits_profile_predictions_loss: 280.7592 - logcount_predictions_loss: 0.2812 133/1286 [==>...........................] - ETA: 2:57 - loss: 283.8462 - logits_profile_predictions_loss: 280.7533 - logcount_predictions_loss: 0.2812 134/1286 [==>...........................] - ETA: 2:57 - loss: 283.8400 - logits_profile_predictions_loss: 280.7473 - logcount_predictions_loss: 0.2811 135/1286 [==>...........................] - ETA: 2:56 - loss: 283.8323 - logits_profile_predictions_loss: 280.7400 - logcount_predictions_loss: 0.2811 136/1286 [==>...........................] - ETA: 2:56 - loss: 283.8241 - logits_profile_predictions_loss: 280.7321 - logcount_predictions_loss: 0.2811 137/1286 [==>...........................] - ETA: 2:56 - loss: 283.8172 - logits_profile_predictions_loss: 280.7254 - logcount_predictions_loss: 0.2811 138/1286 [==>...........................] - ETA: 2:56 - loss: 283.8101 - logits_profile_predictions_loss: 280.7185 - logcount_predictions_loss: 0.2810 139/1286 [==>...........................] - ETA: 2:56 - loss: 283.8014 - logits_profile_predictions_loss: 280.7100 - logcount_predictions_loss: 0.2810 140/1286 [==>...........................] - ETA: 2:56 - loss: 283.7911 - logits_profile_predictions_loss: 280.7000 - logcount_predictions_loss: 0.2810 141/1286 [==>...........................] - ETA: 2:55 - loss: 283.7807 - logits_profile_predictions_loss: 280.6898 - logcount_predictions_loss: 0.2810 142/1286 [==>...........................] - ETA: 2:55 - loss: 283.7703 - logits_profile_predictions_loss: 280.6796 - logcount_predictions_loss: 0.2810 143/1286 [==>...........................] - ETA: 2:55 - loss: 283.7607 - logits_profile_predictions_loss: 280.6703 - logcount_predictions_loss: 0.2809 144/1286 [==>...........................] - ETA: 2:55 - loss: 283.7529 - logits_profile_predictions_loss: 280.6627 - logcount_predictions_loss: 0.2809 145/1286 [==>...........................] - ETA: 2:55 - loss: 283.7459 - logits_profile_predictions_loss: 280.6558 - logcount_predictions_loss: 0.2809 146/1286 [==>...........................] - ETA: 2:55 - loss: 283.7385 - logits_profile_predictions_loss: 280.6487 - logcount_predictions_loss: 0.2809 147/1286 [==>...........................] - ETA: 2:54 - loss: 283.7321 - logits_profile_predictions_loss: 280.6426 - logcount_predictions_loss: 0.2809 148/1286 [==>...........................] - ETA: 2:54 - loss: 283.7272 - logits_profile_predictions_loss: 280.6380 - logcount_predictions_loss: 0.2808 149/1286 [==>...........................] - ETA: 2:54 - loss: 283.7209 - logits_profile_predictions_loss: 280.6319 - logcount_predictions_loss: 0.2808 150/1286 [==>...........................] - ETA: 2:54 - loss: 283.7144 - logits_profile_predictions_loss: 280.6257 - logcount_predictions_loss: 0.2808 151/1286 [==>...........................] - ETA: 2:54 - loss: 283.7083 - logits_profile_predictions_loss: 280.6199 - logcount_predictions_loss: 0.2808 152/1286 [==>...........................] - ETA: 2:54 - loss: 283.7020 - logits_profile_predictions_loss: 280.6139 - logcount_predictions_loss: 0.2807 153/1286 [==>...........................] - ETA: 2:54 - loss: 283.6976 - logits_profile_predictions_loss: 280.6097 - logcount_predictions_loss: 0.2807 154/1286 [==>...........................] - ETA: 2:53 - loss: 283.6931 - logits_profile_predictions_loss: 280.6055 - logcount_predictions_loss: 0.2807 155/1286 [==>...........................] - ETA: 2:53 - loss: 283.6881 - logits_profile_predictions_loss: 280.6009 - logcount_predictions_loss: 0.2807 156/1286 [==>...........................] - ETA: 2:53 - loss: 283.6825 - logits_profile_predictions_loss: 280.5956 - logcount_predictions_loss: 0.2806 157/1286 [==>...........................] - ETA: 2:53 - loss: 283.6760 - logits_profile_predictions_loss: 280.5893 - logcount_predictions_loss: 0.2806 158/1286 [==>...........................] - ETA: 2:53 - loss: 283.6699 - logits_profile_predictions_loss: 280.5834 - logcount_predictions_loss: 0.2806 159/1286 [==>...........................] - ETA: 2:53 - loss: 283.6634 - logits_profile_predictions_loss: 280.5772 - logcount_predictions_loss: 0.2806 160/1286 [==>...........................] - ETA: 2:53 - loss: 283.6567 - logits_profile_predictions_loss: 280.5706 - logcount_predictions_loss: 0.2805 161/1286 [==>...........................] - ETA: 2:52 - loss: 283.6491 - logits_profile_predictions_loss: 280.5633 - logcount_predictions_loss: 0.2805 162/1286 [==>...........................] - ETA: 2:52 - loss: 283.6425 - logits_profile_predictions_loss: 280.5570 - logcount_predictions_loss: 0.2805 163/1286 [==>...........................] - ETA: 2:52 - loss: 283.6357 - logits_profile_predictions_loss: 280.5504 - logcount_predictions_loss: 0.2805 164/1286 [==>...........................] - ETA: 2:52 - loss: 283.6292 - logits_profile_predictions_loss: 280.5441 - logcount_predictions_loss: 0.2805 165/1286 [==>...........................] - ETA: 2:52 - loss: 283.6215 - logits_profile_predictions_loss: 280.5367 - logcount_predictions_loss: 0.2804 166/1286 [==>...........................] - ETA: 2:52 - loss: 283.6141 - logits_profile_predictions_loss: 280.5296 - logcount_predictions_loss: 0.2804 167/1286 [==>...........................] - ETA: 2:51 - loss: 283.6060 - logits_profile_predictions_loss: 280.5217 - logcount_predictions_loss: 0.2804 168/1286 [==>...........................] - ETA: 2:51 - loss: 283.5979 - logits_profile_predictions_loss: 280.5139 - logcount_predictions_loss: 0.2804 169/1286 [==>...........................] - ETA: 2:51 - loss: 283.5894 - logits_profile_predictions_loss: 280.5056 - logcount_predictions_loss: 0.2803 170/1286 [==>...........................] - ETA: 2:51 - loss: 283.5807 - logits_profile_predictions_loss: 280.4973 - logcount_predictions_loss: 0.2803 171/1286 [==>...........................] - ETA: 2:51 - loss: 283.5713 - logits_profile_predictions_loss: 280.4880 - logcount_predictions_loss: 0.2803 172/1286 [===>..........................] - ETA: 2:51 - loss: 283.5632 - logits_profile_predictions_loss: 280.4802 - logcount_predictions_loss: 0.2803 173/1286 [===>..........................] - ETA: 2:51 - loss: 283.5553 - logits_profile_predictions_loss: 280.4726 - logcount_predictions_loss: 0.2802 174/1286 [===>..........................] - ETA: 2:50 - loss: 283.5488 - logits_profile_predictions_loss: 280.4664 - logcount_predictions_loss: 0.2802 175/1286 [===>..........................] - ETA: 2:50 - loss: 283.5419 - logits_profile_predictions_loss: 280.4598 - logcount_predictions_loss: 0.2802 176/1286 [===>..........................] - ETA: 2:50 - loss: 283.5349 - logits_profile_predictions_loss: 280.4531 - logcount_predictions_loss: 0.2802 177/1286 [===>..........................] - ETA: 2:50 - loss: 283.5278 - logits_profile_predictions_loss: 280.4464 - logcount_predictions_loss: 0.2801 178/1286 [===>..........................] - ETA: 2:50 - loss: 283.5205 - logits_profile_predictions_loss: 280.4394 - logcount_predictions_loss: 0.2801 179/1286 [===>..........................] - ETA: 2:50 - loss: 283.5124 - logits_profile_predictions_loss: 280.4317 - logcount_predictions_loss: 0.2801 180/1286 [===>..........................] - ETA: 2:49 - loss: 283.5051 - logits_profile_predictions_loss: 280.4247 - logcount_predictions_loss: 0.2800 181/1286 [===>..........................] - ETA: 2:49 - loss: 283.4981 - logits_profile_predictions_loss: 280.4179 - logcount_predictions_loss: 0.2800 182/1286 [===>..........................] - ETA: 2:49 - loss: 283.4908 - logits_profile_predictions_loss: 280.4109 - logcount_predictions_loss: 0.2800 183/1286 [===>..........................] - ETA: 2:49 - loss: 283.4839 - logits_profile_predictions_loss: 280.4043 - logcount_predictions_loss: 0.2800 184/1286 [===>..........................] - ETA: 2:49 - loss: 283.4768 - logits_profile_predictions_loss: 280.3974 - logcount_predictions_loss: 0.2799 185/1286 [===>..........................] - ETA: 2:49 - loss: 283.4688 - logits_profile_predictions_loss: 280.3896 - logcount_predictions_loss: 0.2799 186/1286 [===>..........................] - ETA: 2:49 - loss: 283.4613 - logits_profile_predictions_loss: 280.3825 - logcount_predictions_loss: 0.2799 187/1286 [===>..........................] - ETA: 2:48 - loss: 283.4529 - logits_profile_predictions_loss: 280.3743 - logcount_predictions_loss: 0.2799 188/1286 [===>..........................] - ETA: 2:48 - loss: 283.4450 - logits_profile_predictions_loss: 280.3667 - logcount_predictions_loss: 0.2798 189/1286 [===>..........................] - ETA: 2:48 - loss: 283.4373 - logits_profile_predictions_loss: 280.3592 - logcount_predictions_loss: 0.2798 190/1286 [===>..........................] - ETA: 2:48 - loss: 283.4295 - logits_profile_predictions_loss: 280.3518 - logcount_predictions_loss: 0.2798 191/1286 [===>..........................] - ETA: 2:48 - loss: 283.4217 - logits_profile_predictions_loss: 280.3442 - logcount_predictions_loss: 0.2798 192/1286 [===>..........................] - ETA: 2:48 - loss: 283.4132 - logits_profile_predictions_loss: 280.3360 - logcount_predictions_loss: 0.2797 193/1286 [===>..........................] - ETA: 2:48 - loss: 283.4052 - logits_profile_predictions_loss: 280.3283 - logcount_predictions_loss: 0.2797 194/1286 [===>..........................] - ETA: 2:47 - loss: 283.3969 - logits_profile_predictions_loss: 280.3202 - logcount_predictions_loss: 0.2797 195/1286 [===>..........................] - ETA: 2:47 - loss: 283.3891 - logits_profile_predictions_loss: 280.3128 - logcount_predictions_loss: 0.2797 196/1286 [===>..........................] - ETA: 2:47 - loss: 283.3817 - logits_profile_predictions_loss: 280.3057 - logcount_predictions_loss: 0.2796 197/1286 [===>..........................] - ETA: 2:47 - loss: 283.3745 - logits_profile_predictions_loss: 280.2988 - logcount_predictions_loss: 0.2796 198/1286 [===>..........................] - ETA: 2:47 - loss: 283.3677 - logits_profile_predictions_loss: 280.2923 - logcount_predictions_loss: 0.2796 199/1286 [===>..........................] - ETA: 2:47 - loss: 283.3608 - logits_profile_predictions_loss: 280.2856 - logcount_predictions_loss: 0.2796 200/1286 [===>..........................] - ETA: 2:46 - loss: 283.3546 - logits_profile_predictions_loss: 280.2798 - logcount_predictions_loss: 0.2795 201/1286 [===>..........................] - ETA: 2:46 - loss: 283.3484 - logits_profile_predictions_loss: 280.2739 - logcount_predictions_loss: 0.2795 202/1286 [===>..........................] - ETA: 2:46 - loss: 283.3427 - logits_profile_predictions_loss: 280.2685 - logcount_predictions_loss: 0.2795 203/1286 [===>..........................] - ETA: 2:46 - loss: 283.3371 - logits_profile_predictions_loss: 280.2632 - logcount_predictions_loss: 0.2794 204/1286 [===>..........................] - ETA: 2:46 - loss: 283.3312 - logits_profile_predictions_loss: 280.2576 - logcount_predictions_loss: 0.2794 205/1286 [===>..........................] - ETA: 2:46 - loss: 283.3251 - logits_profile_predictions_loss: 280.2518 - logcount_predictions_loss: 0.2794 206/1286 [===>..........................] - ETA: 2:46 - loss: 283.3186 - logits_profile_predictions_loss: 280.2456 - logcount_predictions_loss: 0.2794 207/1286 [===>..........................] - ETA: 2:45 - loss: 283.3117 - logits_profile_predictions_loss: 280.2391 - logcount_predictions_loss: 0.2793 208/1286 [===>..........................] - ETA: 2:45 - loss: 283.3048 - logits_profile_predictions_loss: 280.2326 - logcount_predictions_loss: 0.2793 209/1286 [===>..........................] - ETA: 2:45 - loss: 283.2972 - logits_profile_predictions_loss: 280.2253 - logcount_predictions_loss: 0.2793 210/1286 [===>..........................] - ETA: 2:45 - loss: 283.2899 - logits_profile_predictions_loss: 280.2183 - logcount_predictions_loss: 0.2792 211/1286 [===>..........................] - ETA: 2:45 - loss: 283.2827 - logits_profile_predictions_loss: 280.2114 - logcount_predictions_loss: 0.2792 212/1286 [===>..........................] - ETA: 2:45 - loss: 283.2754 - logits_profile_predictions_loss: 280.2045 - logcount_predictions_loss: 0.2792 213/1286 [===>..........................] - ETA: 2:44 - loss: 283.2677 - logits_profile_predictions_loss: 280.1971 - logcount_predictions_loss: 0.2791 214/1286 [===>..........................] - ETA: 2:44 - loss: 283.2609 - logits_profile_predictions_loss: 280.1906 - logcount_predictions_loss: 0.2791 215/1286 [====>.........................] - ETA: 2:44 - loss: 283.2551 - logits_profile_predictions_loss: 280.1852 - logcount_predictions_loss: 0.2791 216/1286 [====>.........................] - ETA: 2:44 - loss: 283.2487 - logits_profile_predictions_loss: 280.1791 - logcount_predictions_loss: 0.2790 217/1286 [====>.........................] - ETA: 2:44 - loss: 283.2429 - logits_profile_predictions_loss: 280.1736 - logcount_predictions_loss: 0.2790 218/1286 [====>.........................] - ETA: 2:44 - loss: 283.2370 - logits_profile_predictions_loss: 280.1681 - logcount_predictions_loss: 0.2790 219/1286 [====>.........................] - ETA: 2:44 - loss: 283.2315 - logits_profile_predictions_loss: 280.1629 - logcount_predictions_loss: 0.2790 220/1286 [====>.........................] - ETA: 2:43 - loss: 283.2261 - logits_profile_predictions_loss: 280.1579 - logcount_predictions_loss: 0.2789 221/1286 [====>.........................] - ETA: 2:43 - loss: 283.2208 - logits_profile_predictions_loss: 280.1528 - logcount_predictions_loss: 0.2789 222/1286 [====>.........................] - ETA: 2:43 - loss: 283.2155 - logits_profile_predictions_loss: 280.1479 - logcount_predictions_loss: 0.2789 223/1286 [====>.........................] - ETA: 2:43 - loss: 283.2108 - logits_profile_predictions_loss: 280.1435 - logcount_predictions_loss: 0.2788 224/1286 [====>.........................] - ETA: 2:43 - loss: 283.2058 - logits_profile_predictions_loss: 280.1387 - logcount_predictions_loss: 0.2788 225/1286 [====>.........................] - ETA: 2:43 - loss: 283.2001 - logits_profile_predictions_loss: 280.1334 - logcount_predictions_loss: 0.2788 226/1286 [====>.........................] - ETA: 2:42 - loss: 283.1948 - logits_profile_predictions_loss: 280.1284 - logcount_predictions_loss: 0.2788 227/1286 [====>.........................] - ETA: 2:42 - loss: 283.1897 - logits_profile_predictions_loss: 280.1235 - logcount_predictions_loss: 0.2787 228/1286 [====>.........................] - ETA: 2:42 - loss: 283.1845 - logits_profile_predictions_loss: 280.1186 - logcount_predictions_loss: 0.2787 229/1286 [====>.........................] - ETA: 2:42 - loss: 283.1796 - logits_profile_predictions_loss: 280.1139 - logcount_predictions_loss: 0.2787 230/1286 [====>.........................] - ETA: 2:42 - loss: 283.1750 - logits_profile_predictions_loss: 280.1095 - logcount_predictions_loss: 0.2787 231/1286 [====>.........................] - ETA: 2:42 - loss: 283.1703 - logits_profile_predictions_loss: 280.1050 - logcount_predictions_loss: 0.2787 232/1286 [====>.........................] - ETA: 2:42 - loss: 283.1653 - logits_profile_predictions_loss: 280.1001 - logcount_predictions_loss: 0.2786 233/1286 [====>.........................] - ETA: 2:41 - loss: 283.1605 - logits_profile_predictions_loss: 280.0955 - logcount_predictions_loss: 0.2786 234/1286 [====>.........................] - ETA: 2:41 - loss: 283.1558 - logits_profile_predictions_loss: 280.0911 - logcount_predictions_loss: 0.2786 235/1286 [====>.........................] - ETA: 2:41 - loss: 283.1513 - logits_profile_predictions_loss: 280.0867 - logcount_predictions_loss: 0.2786 236/1286 [====>.........................] - ETA: 2:41 - loss: 283.1471 - logits_profile_predictions_loss: 280.0827 - logcount_predictions_loss: 0.2786 237/1286 [====>.........................] - ETA: 2:41 - loss: 283.1426 - logits_profile_predictions_loss: 280.0783 - logcount_predictions_loss: 0.2786 238/1286 [====>.........................] - ETA: 2:41 - loss: 283.1389 - logits_profile_predictions_loss: 280.0747 - logcount_predictions_loss: 0.2786 239/1286 [====>.........................] - ETA: 2:40 - loss: 283.1353 - logits_profile_predictions_loss: 280.0712 - logcount_predictions_loss: 0.2785 240/1286 [====>.........................] - ETA: 2:40 - loss: 283.1317 - logits_profile_predictions_loss: 280.0676 - logcount_predictions_loss: 0.2785 241/1286 [====>.........................] - ETA: 2:40 - loss: 283.1275 - logits_profile_predictions_loss: 280.0636 - logcount_predictions_loss: 0.2785 242/1286 [====>.........................] - ETA: 2:40 - loss: 283.1238 - logits_profile_predictions_loss: 280.0598 - logcount_predictions_loss: 0.2785 243/1286 [====>.........................] - ETA: 2:40 - loss: 283.1199 - logits_profile_predictions_loss: 280.0560 - logcount_predictions_loss: 0.2785 244/1286 [====>.........................] - ETA: 2:40 - loss: 283.1157 - logits_profile_predictions_loss: 280.0519 - logcount_predictions_loss: 0.2785 245/1286 [====>.........................] - ETA: 2:40 - loss: 283.1122 - logits_profile_predictions_loss: 280.0485 - logcount_predictions_loss: 0.2785 246/1286 [====>.........................] - ETA: 2:39 - loss: 283.1085 - logits_profile_predictions_loss: 280.0448 - logcount_predictions_loss: 0.2785 247/1286 [====>.........................] - ETA: 2:39 - loss: 283.1050 - logits_profile_predictions_loss: 280.0413 - logcount_predictions_loss: 0.2785 248/1286 [====>.........................] - ETA: 2:39 - loss: 283.1012 - logits_profile_predictions_loss: 280.0375 - logcount_predictions_loss: 0.2785 249/1286 [====>.........................] - ETA: 2:39 - loss: 283.0981 - logits_profile_predictions_loss: 280.0343 - logcount_predictions_loss: 0.2785 250/1286 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[============================>.] - ETA: 5s - loss: 283.0610 - logits_profile_predictions_loss: 279.9671 - logcount_predictions_loss: 0.2812 1254/1286 [============================>.] - ETA: 4s - loss: 283.0605 - logits_profile_predictions_loss: 279.9667 - logcount_predictions_loss: 0.2812 1255/1286 [============================>.] - ETA: 4s - loss: 283.0600 - logits_profile_predictions_loss: 279.9663 - logcount_predictions_loss: 0.2812 1256/1286 [============================>.] - ETA: 4s - loss: 283.0595 - logits_profile_predictions_loss: 279.9658 - logcount_predictions_loss: 0.2812 1257/1286 [============================>.] - ETA: 4s - loss: 283.0591 - logits_profile_predictions_loss: 279.9654 - logcount_predictions_loss: 0.2812 1258/1286 [============================>.] - ETA: 4s - loss: 283.0586 - logits_profile_predictions_loss: 279.9650 - logcount_predictions_loss: 0.2812 1259/1286 [============================>.] - ETA: 4s - loss: 283.0581 - logits_profile_predictions_loss: 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[==============================] - ETA: 0s - loss: 283.0459 - logits_profile_predictions_loss: 279.9537 - logcount_predictions_loss: 0.2811 1286/1286 [==============================] - 207s 161ms/step - loss: 283.0455 - logits_profile_predictions_loss: 279.9533 - logcount_predictions_loss: 0.2811 - val_loss: 287.2928 - val_logits_profile_predictions_loss: 284.6567 - val_logcount_predictions_loss: 0.2396 Epoch 00002: val_loss improved from 290.03806 to 287.29282, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR761TKU//chrombpnet_model_feb15/chrombpnet.h5 Epoch 3/50 1/1286 [..............................] - ETA: 4:01 - loss: 284.9526 - logits_profile_predictions_loss: 282.1176 - logcount_predictions_loss: 0.2577 2/1286 [..............................] - ETA: 3:31 - loss: 289.9710 - logits_profile_predictions_loss: 287.3338 - logcount_predictions_loss: 0.2397 3/1286 [..............................] - ETA: 3:24 - loss: 287.8157 - logits_profile_predictions_loss: 285.2032 - logcount_predictions_loss: 0.2375 4/1286 [..............................] - ETA: 3:21 - loss: 285.2513 - logits_profile_predictions_loss: 282.6559 - logcount_predictions_loss: 0.2360 5/1286 [..............................] - ETA: 3:20 - loss: 283.8813 - logits_profile_predictions_loss: 281.2958 - logcount_predictions_loss: 0.2350 6/1286 [..............................] - ETA: 3:19 - loss: 283.3002 - logits_profile_predictions_loss: 280.7228 - logcount_predictions_loss: 0.2343 7/1286 [..............................] - ETA: 3:18 - loss: 283.0020 - logits_profile_predictions_loss: 280.4252 - logcount_predictions_loss: 0.2343 8/1286 [..............................] - ETA: 3:18 - loss: 282.3826 - logits_profile_predictions_loss: 279.8103 - logcount_predictions_loss: 0.2338 9/1286 [..............................] - ETA: 3:18 - loss: 281.7556 - logits_profile_predictions_loss: 279.1832 - logcount_predictions_loss: 0.2339 10/1286 [..............................] - ETA: 3:17 - loss: 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[..............................] - ETA: 3:15 - loss: 280.5352 - logits_profile_predictions_loss: 277.8900 - logcount_predictions_loss: 0.2405 18/1286 [..............................] - ETA: 3:15 - loss: 280.4203 - logits_profile_predictions_loss: 277.7743 - logcount_predictions_loss: 0.2406 19/1286 [..............................] - ETA: 3:15 - loss: 280.3350 - logits_profile_predictions_loss: 277.6872 - logcount_predictions_loss: 0.2407 20/1286 [..............................] - ETA: 3:15 - loss: 280.2998 - logits_profile_predictions_loss: 277.6487 - logcount_predictions_loss: 0.2410 21/1286 [..............................] - ETA: 3:14 - loss: 280.2960 - logits_profile_predictions_loss: 277.6422 - logcount_predictions_loss: 0.2413 22/1286 [..............................] - ETA: 3:14 - loss: 280.2461 - logits_profile_predictions_loss: 277.5882 - logcount_predictions_loss: 0.2416 23/1286 [..............................] - ETA: 3:14 - loss: 280.1957 - logits_profile_predictions_loss: 277.5347 - logcount_predictions_loss: 0.2419 24/1286 [..............................] - ETA: 3:14 - loss: 280.1571 - logits_profile_predictions_loss: 277.4918 - logcount_predictions_loss: 0.2423 25/1286 [..............................] - ETA: 3:13 - loss: 280.1345 - logits_profile_predictions_loss: 277.4641 - logcount_predictions_loss: 0.2428 26/1286 [..............................] - ETA: 3:13 - loss: 280.1387 - logits_profile_predictions_loss: 277.4640 - logcount_predictions_loss: 0.2432 27/1286 [..............................] - ETA: 3:13 - loss: 280.1605 - logits_profile_predictions_loss: 277.4827 - logcount_predictions_loss: 0.2434 28/1286 [..............................] - ETA: 3:13 - loss: 280.1756 - logits_profile_predictions_loss: 277.4928 - logcount_predictions_loss: 0.2439 29/1286 [..............................] - ETA: 3:13 - loss: 280.1877 - logits_profile_predictions_loss: 277.4999 - logcount_predictions_loss: 0.2443 30/1286 [..............................] - ETA: 3:13 - 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37/1286 [..............................] - ETA: 3:11 - loss: 280.3239 - logits_profile_predictions_loss: 277.5864 - logcount_predictions_loss: 0.2489 38/1286 [..............................] - ETA: 3:11 - loss: 280.3363 - logits_profile_predictions_loss: 277.5930 - logcount_predictions_loss: 0.2494 39/1286 [..............................] - ETA: 3:11 - loss: 280.3432 - logits_profile_predictions_loss: 277.5940 - logcount_predictions_loss: 0.2499 40/1286 [..............................] - ETA: 3:11 - loss: 280.3613 - logits_profile_predictions_loss: 277.6063 - logcount_predictions_loss: 0.2505 41/1286 [..............................] - ETA: 3:11 - loss: 280.3796 - logits_profile_predictions_loss: 277.6192 - logcount_predictions_loss: 0.2509 42/1286 [..............................] - ETA: 3:11 - loss: 280.4041 - logits_profile_predictions_loss: 277.6383 - logcount_predictions_loss: 0.2514 43/1286 [>.............................] - ETA: 3:10 - loss: 280.4362 - 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[>.............................] - ETA: 3:09 - loss: 280.6057 - logits_profile_predictions_loss: 277.8068 - logcount_predictions_loss: 0.2544 51/1286 [>.............................] - ETA: 3:09 - loss: 280.6240 - logits_profile_predictions_loss: 277.8219 - logcount_predictions_loss: 0.2547 52/1286 [>.............................] - ETA: 3:09 - loss: 280.6416 - logits_profile_predictions_loss: 277.8364 - logcount_predictions_loss: 0.2550 53/1286 [>.............................] - ETA: 3:09 - loss: 280.6643 - logits_profile_predictions_loss: 277.8564 - logcount_predictions_loss: 0.2553 54/1286 [>.............................] - ETA: 3:09 - loss: 280.6934 - logits_profile_predictions_loss: 277.8833 - logcount_predictions_loss: 0.2555 55/1286 [>.............................] - ETA: 3:08 - loss: 280.7177 - logits_profile_predictions_loss: 277.9053 - logcount_predictions_loss: 0.2557 56/1286 [>.............................] - ETA: 3:08 - loss: 280.7379 - logits_profile_predictions_loss: 277.9234 - logcount_predictions_loss: 0.2559 57/1286 [>.............................] - ETA: 3:08 - loss: 280.7583 - logits_profile_predictions_loss: 277.9419 - logcount_predictions_loss: 0.2560 58/1286 [>.............................] - ETA: 3:08 - loss: 280.7770 - logits_profile_predictions_loss: 277.9589 - logcount_predictions_loss: 0.2562 59/1286 [>.............................] - ETA: 3:08 - loss: 280.7970 - logits_profile_predictions_loss: 277.9776 - logcount_predictions_loss: 0.2563 60/1286 [>.............................] - ETA: 3:08 - loss: 280.8147 - logits_profile_predictions_loss: 277.9943 - logcount_predictions_loss: 0.2564 61/1286 [>.............................] - ETA: 3:08 - loss: 280.8248 - logits_profile_predictions_loss: 278.0034 - logcount_predictions_loss: 0.2565 62/1286 [>.............................] - ETA: 3:07 - loss: 280.8353 - logits_profile_predictions_loss: 278.0133 - logcount_predictions_loss: 0.2566 63/1286 [>.............................] - ETA: 3:07 - 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70/1286 [>.............................] - ETA: 3:07 - loss: 280.9462 - logits_profile_predictions_loss: 278.1209 - logcount_predictions_loss: 0.2568 71/1286 [>.............................] - ETA: 3:06 - loss: 280.9450 - logits_profile_predictions_loss: 278.1195 - logcount_predictions_loss: 0.2569 72/1286 [>.............................] - ETA: 3:06 - loss: 280.9401 - logits_profile_predictions_loss: 278.1142 - logcount_predictions_loss: 0.2569 73/1286 [>.............................] - ETA: 3:06 - loss: 280.9277 - logits_profile_predictions_loss: 278.1015 - logcount_predictions_loss: 0.2569 74/1286 [>.............................] - ETA: 3:06 - loss: 280.9161 - logits_profile_predictions_loss: 278.0896 - logcount_predictions_loss: 0.2570 75/1286 [>.............................] - ETA: 3:06 - loss: 280.9022 - logits_profile_predictions_loss: 278.0755 - logcount_predictions_loss: 0.2570 76/1286 [>.............................] - ETA: 3:06 - loss: 280.8901 - 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[>.............................] - ETA: 3:04 - loss: 280.8056 - logits_profile_predictions_loss: 277.9786 - logcount_predictions_loss: 0.2570 84/1286 [>.............................] - ETA: 3:04 - loss: 280.8008 - logits_profile_predictions_loss: 277.9740 - logcount_predictions_loss: 0.2570 85/1286 [>.............................] - ETA: 3:04 - loss: 280.7996 - logits_profile_predictions_loss: 277.9731 - logcount_predictions_loss: 0.2570 86/1286 [=>............................] - ETA: 3:04 - loss: 280.7959 - logits_profile_predictions_loss: 277.9697 - logcount_predictions_loss: 0.2569 87/1286 [=>............................] - ETA: 3:04 - loss: 280.7938 - logits_profile_predictions_loss: 277.9680 - logcount_predictions_loss: 0.2569 88/1286 [=>............................] - ETA: 3:04 - loss: 280.7902 - logits_profile_predictions_loss: 277.9646 - logcount_predictions_loss: 0.2569 89/1286 [=>............................] - ETA: 3:03 - loss: 280.7843 - logits_profile_predictions_loss: 277.9591 - logcount_predictions_loss: 0.2568 90/1286 [=>............................] - ETA: 3:03 - loss: 280.7814 - logits_profile_predictions_loss: 277.9566 - logcount_predictions_loss: 0.2568 91/1286 [=>............................] - ETA: 3:03 - loss: 280.7825 - logits_profile_predictions_loss: 277.9580 - logcount_predictions_loss: 0.2568 92/1286 [=>............................] - ETA: 3:03 - loss: 280.7847 - logits_profile_predictions_loss: 277.9606 - logcount_predictions_loss: 0.2567 93/1286 [=>............................] - ETA: 3:03 - loss: 280.7865 - logits_profile_predictions_loss: 277.9627 - logcount_predictions_loss: 0.2567 94/1286 [=>............................] - ETA: 3:03 - loss: 280.7881 - logits_profile_predictions_loss: 277.9647 - logcount_predictions_loss: 0.2567 95/1286 [=>............................] - ETA: 3:03 - loss: 280.7915 - logits_profile_predictions_loss: 277.9684 - logcount_predictions_loss: 0.2566 96/1286 [=>............................] - ETA: 3:02 - 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285.17035, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR761TKU//chrombpnet_model_feb15/chrombpnet.h5 Epoch 4/50 1/1286 [..............................] - ETA: 4:01 - loss: 268.3250 - logits_profile_predictions_loss: 266.6617 - logcount_predictions_loss: 0.1512 2/1286 [..............................] - ETA: 3:17 - loss: 274.6539 - logits_profile_predictions_loss: 272.5736 - logcount_predictions_loss: 0.1891 3/1286 [..............................] - ETA: 3:16 - loss: 274.0868 - logits_profile_predictions_loss: 271.8084 - logcount_predictions_loss: 0.2071 4/1286 [..............................] - ETA: 3:16 - loss: 271.9574 - logits_profile_predictions_loss: 269.5879 - logcount_predictions_loss: 0.2154 5/1286 [..............................] - ETA: 3:16 - loss: 270.1673 - logits_profile_predictions_loss: 267.7240 - logcount_predictions_loss: 0.2221 6/1286 [..............................] - ETA: 3:16 - loss: 270.4179 - logits_profile_predictions_loss: 267.8907 - 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[..............................] - ETA: 3:13 - loss: 268.8456 - logits_profile_predictions_loss: 266.1995 - logcount_predictions_loss: 0.2406 21/1286 [..............................] - ETA: 3:13 - loss: 268.9642 - logits_profile_predictions_loss: 266.3207 - logcount_predictions_loss: 0.2403 22/1286 [..............................] - ETA: 3:14 - loss: 269.1192 - logits_profile_predictions_loss: 266.4782 - logcount_predictions_loss: 0.2401 23/1286 [..............................] - ETA: 3:14 - loss: 269.3067 - logits_profile_predictions_loss: 266.6665 - logcount_predictions_loss: 0.2400 24/1286 [..............................] - ETA: 3:14 - loss: 269.5157 - logits_profile_predictions_loss: 266.8760 - logcount_predictions_loss: 0.2400 25/1286 [..............................] - ETA: 3:13 - loss: 269.6909 - logits_profile_predictions_loss: 267.0523 - logcount_predictions_loss: 0.2399 26/1286 [..............................] - ETA: 3:13 - loss: 269.8410 - logits_profile_predictions_loss: 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40/1286 [..............................] - ETA: 3:11 - loss: 271.0452 - logits_profile_predictions_loss: 268.3819 - logcount_predictions_loss: 0.2421 41/1286 [..............................] - ETA: 3:11 - loss: 271.1256 - logits_profile_predictions_loss: 268.4600 - logcount_predictions_loss: 0.2423 42/1286 [..............................] - ETA: 3:11 - loss: 271.2162 - logits_profile_predictions_loss: 268.5481 - logcount_predictions_loss: 0.2426 43/1286 [>.............................] - ETA: 3:10 - loss: 271.3073 - logits_profile_predictions_loss: 268.6368 - logcount_predictions_loss: 0.2428 44/1286 [>.............................] - ETA: 3:10 - loss: 271.4116 - logits_profile_predictions_loss: 268.7391 - logcount_predictions_loss: 0.2430 45/1286 [>.............................] - ETA: 3:10 - loss: 271.5244 - logits_profile_predictions_loss: 268.8499 - logcount_predictions_loss: 0.2431 46/1286 [>.............................] - ETA: 3:10 - loss: 271.6361 - 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[=====>........................] - ETA: 2:37 - loss: 276.5800 - logits_profile_predictions_loss: 273.9108 - logcount_predictions_loss: 0.2427 263/1286 [=====>........................] - ETA: 2:36 - loss: 276.5819 - logits_profile_predictions_loss: 273.9126 - logcount_predictions_loss: 0.2427 264/1286 [=====>........................] - ETA: 2:36 - loss: 276.5837 - logits_profile_predictions_loss: 273.9144 - logcount_predictions_loss: 0.2427 265/1286 [=====>........................] - ETA: 2:36 - loss: 276.5856 - logits_profile_predictions_loss: 273.9163 - logcount_predictions_loss: 0.2427 266/1286 [=====>........................] - ETA: 2:36 - loss: 276.5876 - logits_profile_predictions_loss: 273.9183 - logcount_predictions_loss: 0.2427 267/1286 [=====>........................] - ETA: 2:36 - loss: 276.5896 - logits_profile_predictions_loss: 273.9203 - logcount_predictions_loss: 0.2427 268/1286 [=====>........................] - ETA: 2:36 - loss: 276.5912 - 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[=====>........................] - ETA: 2:35 - loss: 276.6025 - logits_profile_predictions_loss: 273.9329 - logcount_predictions_loss: 0.2427 276/1286 [=====>........................] - ETA: 2:34 - loss: 276.6041 - logits_profile_predictions_loss: 273.9346 - logcount_predictions_loss: 0.2427 277/1286 [=====>........................] - ETA: 2:34 - loss: 276.6057 - logits_profile_predictions_loss: 273.9361 - logcount_predictions_loss: 0.2427 278/1286 [=====>........................] - ETA: 2:34 - loss: 276.6071 - logits_profile_predictions_loss: 273.9375 - logcount_predictions_loss: 0.2427 279/1286 [=====>........................] - ETA: 2:34 - loss: 276.6087 - logits_profile_predictions_loss: 273.9391 - logcount_predictions_loss: 0.2427 280/1286 [=====>........................] - ETA: 2:34 - loss: 276.6101 - logits_profile_predictions_loss: 273.9405 - logcount_predictions_loss: 0.2427 281/1286 [=====>........................] - ETA: 2:34 - loss: 276.6114 - 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[=====>........................] - ETA: 2:33 - loss: 276.6209 - logits_profile_predictions_loss: 273.9511 - logcount_predictions_loss: 0.2427 289/1286 [=====>........................] - ETA: 2:33 - loss: 276.6222 - logits_profile_predictions_loss: 273.9523 - logcount_predictions_loss: 0.2427 290/1286 [=====>........................] - ETA: 2:32 - loss: 276.6234 - logits_profile_predictions_loss: 273.9535 - logcount_predictions_loss: 0.2427 291/1286 [=====>........................] - ETA: 2:32 - loss: 276.6244 - logits_profile_predictions_loss: 273.9544 - logcount_predictions_loss: 0.2427 292/1286 [=====>........................] - ETA: 2:32 - loss: 276.6253 - logits_profile_predictions_loss: 273.9552 - logcount_predictions_loss: 0.2427 293/1286 [=====>........................] - ETA: 2:32 - loss: 276.6257 - logits_profile_predictions_loss: 273.9557 - logcount_predictions_loss: 0.2427 294/1286 [=====>........................] - ETA: 2:32 - loss: 276.6260 - 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[======>.......................] - ETA: 2:31 - loss: 276.6259 - logits_profile_predictions_loss: 273.9557 - logcount_predictions_loss: 0.2427 302/1286 [======>.......................] - ETA: 2:31 - loss: 276.6252 - logits_profile_predictions_loss: 273.9550 - logcount_predictions_loss: 0.2427 303/1286 [======>.......................] - ETA: 2:30 - loss: 276.6247 - logits_profile_predictions_loss: 273.9545 - logcount_predictions_loss: 0.2427 304/1286 [======>.......................] - ETA: 2:30 - loss: 276.6241 - logits_profile_predictions_loss: 273.9540 - logcount_predictions_loss: 0.2427 305/1286 [======>.......................] - ETA: 2:30 - loss: 276.6239 - logits_profile_predictions_loss: 273.9537 - logcount_predictions_loss: 0.2427 306/1286 [======>.......................] - ETA: 2:30 - loss: 276.6237 - logits_profile_predictions_loss: 273.9535 - logcount_predictions_loss: 0.2427 307/1286 [======>.......................] - ETA: 2:30 - loss: 276.6237 - 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[==========================>...] - ETA: 13s - loss: 277.0365 - logits_profile_predictions_loss: 274.3835 - logcount_predictions_loss: 0.2412 1201/1286 [===========================>..] - ETA: 13s - loss: 277.0370 - logits_profile_predictions_loss: 274.3839 - logcount_predictions_loss: 0.2412 1202/1286 [===========================>..] - ETA: 12s - loss: 277.0375 - logits_profile_predictions_loss: 274.3844 - logcount_predictions_loss: 0.2412 1203/1286 [===========================>..] - ETA: 12s - loss: 277.0379 - logits_profile_predictions_loss: 274.3849 - logcount_predictions_loss: 0.2412 1204/1286 [===========================>..] - ETA: 12s - loss: 277.0384 - logits_profile_predictions_loss: 274.3853 - logcount_predictions_loss: 0.2412 1205/1286 [===========================>..] - ETA: 12s - loss: 277.0388 - logits_profile_predictions_loss: 274.3858 - logcount_predictions_loss: 0.2412 1206/1286 [===========================>..] - ETA: 12s - loss: 277.0393 - 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[===========================>..] - ETA: 11s - loss: 277.0426 - logits_profile_predictions_loss: 274.3896 - logcount_predictions_loss: 0.2412 1214/1286 [===========================>..] - ETA: 11s - loss: 277.0431 - logits_profile_predictions_loss: 274.3901 - logcount_predictions_loss: 0.2412 1215/1286 [===========================>..] - ETA: 10s - loss: 277.0435 - logits_profile_predictions_loss: 274.3906 - logcount_predictions_loss: 0.2412 1216/1286 [===========================>..] - ETA: 10s - loss: 277.0440 - logits_profile_predictions_loss: 274.3911 - logcount_predictions_loss: 0.2412 1217/1286 [===========================>..] - ETA: 10s - loss: 277.0445 - logits_profile_predictions_loss: 274.3916 - logcount_predictions_loss: 0.2412 1218/1286 [===========================>..] - ETA: 10s - loss: 277.0450 - logits_profile_predictions_loss: 274.3920 - logcount_predictions_loss: 0.2412 1219/1286 [===========================>..] - ETA: 10s - loss: 277.0454 - 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[===========================>..] - ETA: 9s - loss: 277.0487 - logits_profile_predictions_loss: 274.3959 - logcount_predictions_loss: 0.2412 1227/1286 [===========================>..] - ETA: 9s - loss: 277.0492 - logits_profile_predictions_loss: 274.3963 - logcount_predictions_loss: 0.2412 1228/1286 [===========================>..] - ETA: 8s - loss: 277.0496 - logits_profile_predictions_loss: 274.3968 - logcount_predictions_loss: 0.2412 1229/1286 [===========================>..] - ETA: 8s - loss: 277.0501 - logits_profile_predictions_loss: 274.3973 - logcount_predictions_loss: 0.2412 1230/1286 [===========================>..] - ETA: 8s - loss: 277.0506 - logits_profile_predictions_loss: 274.3977 - logcount_predictions_loss: 0.2412 1231/1286 [===========================>..] - ETA: 8s - loss: 277.0511 - logits_profile_predictions_loss: 274.3982 - logcount_predictions_loss: 0.2412 1232/1286 [===========================>..] - ETA: 8s - loss: 277.0515 - logits_profile_predictions_loss: 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[============================>.] - ETA: 4s - loss: 277.0634 - logits_profile_predictions_loss: 274.4106 - logcount_predictions_loss: 0.2412 1260/1286 [============================>.] - ETA: 4s - loss: 277.0638 - logits_profile_predictions_loss: 274.4110 - logcount_predictions_loss: 0.2412 1261/1286 [============================>.] - ETA: 3s - loss: 277.0642 - logits_profile_predictions_loss: 274.4114 - logcount_predictions_loss: 0.2412 1262/1286 [============================>.] - ETA: 3s - loss: 277.0646 - logits_profile_predictions_loss: 274.4119 - logcount_predictions_loss: 0.2412 1263/1286 [============================>.] - ETA: 3s - loss: 277.0650 - logits_profile_predictions_loss: 274.4123 - logcount_predictions_loss: 0.2412 1264/1286 [============================>.] - ETA: 3s - loss: 277.0654 - logits_profile_predictions_loss: 274.4126 - logcount_predictions_loss: 0.2412 1265/1286 [============================>.] - ETA: 3s - loss: 277.0658 - logits_profile_predictions_loss: 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1279/1286 [============================>.] - ETA: 1s - loss: 277.0707 - logits_profile_predictions_loss: 274.4180 - logcount_predictions_loss: 0.2412 1280/1286 [============================>.] - ETA: 0s - loss: 277.0711 - logits_profile_predictions_loss: 274.4184 - logcount_predictions_loss: 0.2412 1281/1286 [============================>.] - ETA: 0s - loss: 277.0714 - logits_profile_predictions_loss: 274.4187 - logcount_predictions_loss: 0.2412 1282/1286 [============================>.] - ETA: 0s - loss: 277.0718 - logits_profile_predictions_loss: 274.4191 - logcount_predictions_loss: 0.2412 1283/1286 [============================>.] - ETA: 0s - loss: 277.0722 - logits_profile_predictions_loss: 274.4195 - logcount_predictions_loss: 0.2412 1284/1286 [============================>.] - ETA: 0s - loss: 277.0725 - logits_profile_predictions_loss: 274.4198 - logcount_predictions_loss: 0.2412 1285/1286 [============================>.] - ETA: 0s - loss: 277.0729 - logits_profile_predictions_loss: 274.4202 - logcount_predictions_loss: 0.2412 1286/1286 [==============================] - ETA: 0s - loss: 277.0733 - logits_profile_predictions_loss: 274.4206 - logcount_predictions_loss: 0.2412 1286/1286 [==============================] - 207s 161ms/step - loss: 277.0737 - logits_profile_predictions_loss: 274.4210 - logcount_predictions_loss: 0.2412 - val_loss: 285.2470 - val_logits_profile_predictions_loss: 282.9964 - val_logcount_predictions_loss: 0.2046 Epoch 00004: val_loss did not improve from 285.17035 Epoch 5/50 1/1286 [..............................] - ETA: 3:52 - loss: 274.7019 - logits_profile_predictions_loss: 272.3799 - logcount_predictions_loss: 0.2111 2/1286 [..............................] - ETA: 3:17 - loss: 277.4361 - logits_profile_predictions_loss: 275.1195 - logcount_predictions_loss: 0.2106 3/1286 [..............................] - ETA: 3:17 - loss: 279.5842 - logits_profile_predictions_loss: 277.1242 - logcount_predictions_loss: 0.2236 4/1286 [..............................] - ETA: 3:17 - loss: 282.5076 - logits_profile_predictions_loss: 280.0128 - logcount_predictions_loss: 0.2268 5/1286 [..............................] - ETA: 3:16 - loss: 283.4843 - logits_profile_predictions_loss: 280.9940 - logcount_predictions_loss: 0.2264 6/1286 [..............................] - ETA: 3:16 - loss: 283.3981 - logits_profile_predictions_loss: 280.8877 - logcount_predictions_loss: 0.2282 7/1286 [..............................] - ETA: 3:16 - loss: 283.3182 - logits_profile_predictions_loss: 280.7807 - logcount_predictions_loss: 0.2307 8/1286 [..............................] - ETA: 3:16 - loss: 283.5303 - logits_profile_predictions_loss: 280.9708 - logcount_predictions_loss: 0.2327 9/1286 [..............................] - ETA: 3:16 - loss: 283.4576 - logits_profile_predictions_loss: 280.8857 - logcount_predictions_loss: 0.2338 10/1286 [..............................] - ETA: 3:16 - loss: 283.4148 - logits_profile_predictions_loss: 280.8342 - logcount_predictions_loss: 0.2346 11/1286 [..............................] - ETA: 3:15 - loss: 283.1057 - logits_profile_predictions_loss: 280.5105 - logcount_predictions_loss: 0.2359 12/1286 [..............................] - ETA: 3:15 - loss: 282.8298 - logits_profile_predictions_loss: 280.2261 - logcount_predictions_loss: 0.2367 13/1286 [..............................] - ETA: 3:15 - loss: 282.4173 - logits_profile_predictions_loss: 279.8088 - logcount_predictions_loss: 0.2371 14/1286 [..............................] - ETA: 3:15 - loss: 282.0826 - logits_profile_predictions_loss: 279.4719 - logcount_predictions_loss: 0.2373 15/1286 [..............................] - ETA: 3:15 - loss: 281.7621 - logits_profile_predictions_loss: 279.1509 - logcount_predictions_loss: 0.2374 16/1286 [..............................] - ETA: 3:15 - loss: 281.4326 - logits_profile_predictions_loss: 278.8203 - logcount_predictions_loss: 0.2375 17/1286 [..............................] - ETA: 3:14 - loss: 281.2272 - logits_profile_predictions_loss: 278.6138 - logcount_predictions_loss: 0.2376 18/1286 [..............................] - ETA: 3:14 - loss: 280.9870 - logits_profile_predictions_loss: 278.3736 - logcount_predictions_loss: 0.2376 19/1286 [..............................] - ETA: 3:14 - loss: 280.7610 - logits_profile_predictions_loss: 278.1486 - logcount_predictions_loss: 0.2375 20/1286 [..............................] - ETA: 3:14 - loss: 280.5732 - logits_profile_predictions_loss: 277.9638 - logcount_predictions_loss: 0.2372 21/1286 [..............................] - ETA: 3:14 - loss: 280.4137 - logits_profile_predictions_loss: 277.8084 - logcount_predictions_loss: 0.2368 22/1286 [..............................] - ETA: 3:14 - loss: 280.2648 - logits_profile_predictions_loss: 277.6647 - logcount_predictions_loss: 0.2364 23/1286 [..............................] - ETA: 3:14 - loss: 280.1474 - logits_profile_predictions_loss: 277.5526 - logcount_predictions_loss: 0.2359 24/1286 [..............................] - ETA: 3:13 - loss: 280.0485 - logits_profile_predictions_loss: 277.4595 - logcount_predictions_loss: 0.2354 25/1286 [..............................] - ETA: 3:13 - loss: 279.9696 - logits_profile_predictions_loss: 277.3858 - logcount_predictions_loss: 0.2349 26/1286 [..............................] - ETA: 3:13 - loss: 279.9098 - logits_profile_predictions_loss: 277.3312 - logcount_predictions_loss: 0.2344 27/1286 [..............................] - ETA: 3:13 - loss: 279.8152 - logits_profile_predictions_loss: 277.2427 - logcount_predictions_loss: 0.2339 28/1286 [..............................] - ETA: 3:13 - loss: 279.7307 - logits_profile_predictions_loss: 277.1629 - logcount_predictions_loss: 0.2334 29/1286 [..............................] - ETA: 3:13 - loss: 279.6293 - logits_profile_predictions_loss: 277.0662 - logcount_predictions_loss: 0.2330 30/1286 [..............................] - ETA: 3:13 - 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37/1286 [..............................] - ETA: 3:12 - loss: 278.7974 - logits_profile_predictions_loss: 276.2637 - logcount_predictions_loss: 0.2303 38/1286 [..............................] - ETA: 3:11 - loss: 278.6944 - logits_profile_predictions_loss: 276.1643 - logcount_predictions_loss: 0.2300 39/1286 [..............................] - ETA: 3:11 - loss: 278.6051 - logits_profile_predictions_loss: 276.0784 - logcount_predictions_loss: 0.2297 40/1286 [..............................] - ETA: 3:11 - loss: 278.5367 - logits_profile_predictions_loss: 276.0130 - logcount_predictions_loss: 0.2294 41/1286 [..............................] - ETA: 3:11 - loss: 278.4896 - logits_profile_predictions_loss: 275.9691 - logcount_predictions_loss: 0.2291 42/1286 [..............................] - ETA: 3:11 - loss: 278.4527 - logits_profile_predictions_loss: 275.9350 - logcount_predictions_loss: 0.2289 43/1286 [>.............................] - ETA: 3:11 - loss: 278.4213 - 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logits_profile_predictions_loss: 274.4683 - logcount_predictions_loss: 0.2326 214/1286 [===>..........................] - ETA: 2:44 - loss: 277.0236 - logits_profile_predictions_loss: 274.4652 - logcount_predictions_loss: 0.2326 215/1286 [====>.........................] - ETA: 2:44 - loss: 277.0204 - logits_profile_predictions_loss: 274.4618 - logcount_predictions_loss: 0.2326 216/1286 [====>.........................] - ETA: 2:44 - loss: 277.0168 - logits_profile_predictions_loss: 274.4580 - logcount_predictions_loss: 0.2326 217/1286 [====>.........................] - ETA: 2:44 - loss: 277.0134 - logits_profile_predictions_loss: 274.4544 - logcount_predictions_loss: 0.2326 218/1286 [====>.........................] - ETA: 2:44 - loss: 277.0104 - logits_profile_predictions_loss: 274.4512 - logcount_predictions_loss: 0.2327 219/1286 [====>.........................] - ETA: 2:44 - loss: 277.0071 - logits_profile_predictions_loss: 274.4477 - logcount_predictions_loss: 0.2327 220/1286 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[====>.........................] - ETA: 2:40 - loss: 276.8802 - logits_profile_predictions_loss: 274.3132 - logcount_predictions_loss: 0.2334 247/1286 [====>.........................] - ETA: 2:39 - loss: 276.8750 - logits_profile_predictions_loss: 274.3078 - logcount_predictions_loss: 0.2334 248/1286 [====>.........................] - ETA: 2:39 - loss: 276.8698 - logits_profile_predictions_loss: 274.3023 - logcount_predictions_loss: 0.2334 249/1286 [====>.........................] - ETA: 2:39 - loss: 276.8646 - logits_profile_predictions_loss: 274.2969 - logcount_predictions_loss: 0.2334 250/1286 [====>.........................] - ETA: 2:39 - loss: 276.8593 - logits_profile_predictions_loss: 274.2913 - logcount_predictions_loss: 0.2334 251/1286 [====>.........................] - ETA: 2:39 - loss: 276.8536 - logits_profile_predictions_loss: 274.2854 - logcount_predictions_loss: 0.2335 252/1286 [====>.........................] - ETA: 2:39 - loss: 276.8479 - 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[=====>........................] - ETA: 2:38 - loss: 276.8067 - logits_profile_predictions_loss: 274.2364 - logcount_predictions_loss: 0.2337 260/1286 [=====>........................] - ETA: 2:37 - loss: 276.8003 - logits_profile_predictions_loss: 274.2298 - logcount_predictions_loss: 0.2337 261/1286 [=====>........................] - ETA: 2:37 - loss: 276.7938 - logits_profile_predictions_loss: 274.2231 - logcount_predictions_loss: 0.2337 262/1286 [=====>........................] - ETA: 2:37 - loss: 276.7876 - logits_profile_predictions_loss: 274.2166 - logcount_predictions_loss: 0.2337 263/1286 [=====>........................] - ETA: 2:37 - loss: 276.7814 - logits_profile_predictions_loss: 274.2102 - logcount_predictions_loss: 0.2337 264/1286 [=====>........................] - ETA: 2:37 - loss: 276.7754 - logits_profile_predictions_loss: 274.2039 - logcount_predictions_loss: 0.2338 265/1286 [=====>........................] - ETA: 2:37 - loss: 276.7692 - 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[=====>........................] - ETA: 2:36 - loss: 276.7336 - logits_profile_predictions_loss: 274.1604 - logcount_predictions_loss: 0.2339 273/1286 [=====>........................] - ETA: 2:35 - loss: 276.7291 - logits_profile_predictions_loss: 274.1557 - logcount_predictions_loss: 0.2339 274/1286 [=====>........................] - ETA: 2:35 - loss: 276.7244 - logits_profile_predictions_loss: 274.1508 - logcount_predictions_loss: 0.2340 275/1286 [=====>........................] - ETA: 2:35 - loss: 276.7196 - logits_profile_predictions_loss: 274.1458 - logcount_predictions_loss: 0.2340 276/1286 [=====>........................] - ETA: 2:35 - loss: 276.7147 - logits_profile_predictions_loss: 274.1407 - logcount_predictions_loss: 0.2340 277/1286 [=====>........................] - ETA: 2:35 - loss: 276.7100 - logits_profile_predictions_loss: 274.1358 - logcount_predictions_loss: 0.2340 278/1286 [=====>........................] - ETA: 2:35 - loss: 276.7054 - 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[=====>........................] - ETA: 2:34 - loss: 276.6763 - logits_profile_predictions_loss: 274.1007 - logcount_predictions_loss: 0.2341 286/1286 [=====>........................] - ETA: 2:33 - loss: 276.6721 - logits_profile_predictions_loss: 274.0962 - logcount_predictions_loss: 0.2342 287/1286 [=====>........................] - ETA: 2:33 - loss: 276.6679 - logits_profile_predictions_loss: 274.0919 - logcount_predictions_loss: 0.2342 288/1286 [=====>........................] - ETA: 2:33 - loss: 276.6634 - logits_profile_predictions_loss: 274.0873 - logcount_predictions_loss: 0.2342 289/1286 [=====>........................] - ETA: 2:33 - loss: 276.6588 - logits_profile_predictions_loss: 274.0825 - logcount_predictions_loss: 0.2342 290/1286 [=====>........................] - ETA: 2:33 - loss: 276.6542 - logits_profile_predictions_loss: 274.0777 - logcount_predictions_loss: 0.2342 291/1286 [=====>........................] - ETA: 2:33 - loss: 276.6499 - logits_profile_predictions_loss: 274.0733 - logcount_predictions_loss: 0.2342 292/1286 [=====>........................] - ETA: 2:32 - loss: 276.6456 - logits_profile_predictions_loss: 274.0687 - logcount_predictions_loss: 0.2343 293/1286 [=====>........................] - ETA: 2:32 - loss: 276.6412 - logits_profile_predictions_loss: 274.0642 - logcount_predictions_loss: 0.2343 294/1286 [=====>........................] - ETA: 2:32 - loss: 276.6370 - logits_profile_predictions_loss: 274.0597 - logcount_predictions_loss: 0.2343 295/1286 [=====>........................] - ETA: 2:32 - loss: 276.6327 - logits_profile_predictions_loss: 274.0552 - logcount_predictions_loss: 0.2343 296/1286 [=====>........................] - ETA: 2:32 - loss: 276.6285 - logits_profile_predictions_loss: 274.0509 - logcount_predictions_loss: 0.2343 297/1286 [=====>........................] - ETA: 2:32 - loss: 276.6239 - logits_profile_predictions_loss: 274.0460 - logcount_predictions_loss: 0.2343 298/1286 [=====>........................] - ETA: 2:32 - loss: 276.6192 - logits_profile_predictions_loss: 274.0411 - logcount_predictions_loss: 0.2344 299/1286 [=====>........................] - ETA: 2:31 - loss: 276.6148 - logits_profile_predictions_loss: 274.0365 - logcount_predictions_loss: 0.2344 300/1286 [=====>........................] - ETA: 2:31 - loss: 276.6105 - logits_profile_predictions_loss: 274.0319 - logcount_predictions_loss: 0.2344 301/1286 [======>.......................] - ETA: 2:31 - loss: 276.6059 - logits_profile_predictions_loss: 274.0271 - logcount_predictions_loss: 0.2344 302/1286 [======>.......................] - ETA: 2:31 - loss: 276.6015 - logits_profile_predictions_loss: 274.0224 - logcount_predictions_loss: 0.2345 303/1286 [======>.......................] - ETA: 2:31 - loss: 276.5969 - logits_profile_predictions_loss: 274.0176 - logcount_predictions_loss: 0.2345 304/1286 [======>.......................] - ETA: 2:31 - loss: 276.5922 - 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[============================>.] - ETA: 4s - loss: 275.9439 - logits_profile_predictions_loss: 273.3546 - logcount_predictions_loss: 0.2354 1257/1286 [============================>.] - ETA: 4s - loss: 275.9437 - logits_profile_predictions_loss: 273.3544 - logcount_predictions_loss: 0.2354 1258/1286 [============================>.] - ETA: 4s - loss: 275.9435 - logits_profile_predictions_loss: 273.3543 - logcount_predictions_loss: 0.2354 1259/1286 [============================>.] - ETA: 4s - loss: 275.9433 - logits_profile_predictions_loss: 273.3541 - logcount_predictions_loss: 0.2354 1260/1286 [============================>.] - ETA: 4s - loss: 275.9432 - logits_profile_predictions_loss: 273.3540 - logcount_predictions_loss: 0.2354 1261/1286 [============================>.] - ETA: 3s - loss: 275.9430 - logits_profile_predictions_loss: 273.3539 - logcount_predictions_loss: 0.2354 1262/1286 [============================>.] - ETA: 3s - loss: 275.9429 - logits_profile_predictions_loss: 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1276/1286 [============================>.] - ETA: 1s - loss: 275.9407 - logits_profile_predictions_loss: 273.3519 - logcount_predictions_loss: 0.2353 1277/1286 [============================>.] - ETA: 1s - loss: 275.9405 - logits_profile_predictions_loss: 273.3518 - logcount_predictions_loss: 0.2353 1278/1286 [============================>.] - ETA: 1s - loss: 275.9404 - logits_profile_predictions_loss: 273.3516 - logcount_predictions_loss: 0.2353 1279/1286 [============================>.] - ETA: 1s - loss: 275.9402 - logits_profile_predictions_loss: 273.3515 - logcount_predictions_loss: 0.2353 1280/1286 [============================>.] - ETA: 0s - loss: 275.9400 - logits_profile_predictions_loss: 273.3513 - logcount_predictions_loss: 0.2353 1281/1286 [============================>.] - ETA: 0s - loss: 275.9398 - logits_profile_predictions_loss: 273.3512 - logcount_predictions_loss: 0.2353 1282/1286 [============================>.] - ETA: 0s - loss: 275.9397 - logits_profile_predictions_loss: 273.3510 - logcount_predictions_loss: 0.2353 1283/1286 [============================>.] - ETA: 0s - loss: 275.9395 - logits_profile_predictions_loss: 273.3509 - logcount_predictions_loss: 0.2353 1284/1286 [============================>.] - ETA: 0s - loss: 275.9394 - logits_profile_predictions_loss: 273.3508 - logcount_predictions_loss: 0.2353 1285/1286 [============================>.] - ETA: 0s - loss: 275.9392 - logits_profile_predictions_loss: 273.3506 - logcount_predictions_loss: 0.2353 1286/1286 [==============================] - ETA: 0s - loss: 275.9391 - logits_profile_predictions_loss: 273.3505 - logcount_predictions_loss: 0.2353 1286/1286 [==============================] - 207s 161ms/step - loss: 275.9389 - logits_profile_predictions_loss: 273.3504 - logcount_predictions_loss: 0.2353 - val_loss: 285.6909 - val_logits_profile_predictions_loss: 283.3661 - val_logcount_predictions_loss: 0.2113 Epoch 00005: val_loss did not improve from 285.17035 Epoch 6/50 1/1286 [..............................] - ETA: 4:01 - loss: 230.7636 - logits_profile_predictions_loss: 228.2267 - logcount_predictions_loss: 0.2306 2/1286 [..............................] - ETA: 3:31 - loss: 245.4789 - logits_profile_predictions_loss: 242.8858 - logcount_predictions_loss: 0.2357 3/1286 [..............................] - ETA: 3:24 - loss: 250.5243 - logits_profile_predictions_loss: 247.8961 - logcount_predictions_loss: 0.2389 4/1286 [..............................] - ETA: 3:21 - loss: 253.7311 - logits_profile_predictions_loss: 251.0258 - logcount_predictions_loss: 0.2459 5/1286 [..............................] - ETA: 3:20 - loss: 256.2242 - logits_profile_predictions_loss: 253.5044 - logcount_predictions_loss: 0.2473 6/1286 [..............................] - ETA: 3:19 - loss: 258.5567 - logits_profile_predictions_loss: 255.8494 - logcount_predictions_loss: 0.2461 7/1286 [..............................] - ETA: 3:18 - loss: 260.1669 - logits_profile_predictions_loss: 257.4645 - logcount_predictions_loss: 0.2457 8/1286 [..............................] - ETA: 3:18 - loss: 261.6288 - logits_profile_predictions_loss: 258.9293 - logcount_predictions_loss: 0.2454 9/1286 [..............................] - ETA: 3:17 - loss: 262.5561 - logits_profile_predictions_loss: 259.8563 - logcount_predictions_loss: 0.2454 10/1286 [..............................] - ETA: 3:17 - loss: 263.1360 - logits_profile_predictions_loss: 260.4415 - logcount_predictions_loss: 0.2450 11/1286 [..............................] - ETA: 3:17 - loss: 263.7547 - logits_profile_predictions_loss: 261.0699 - logcount_predictions_loss: 0.2441 12/1286 [..............................] - ETA: 3:17 - loss: 264.3977 - logits_profile_predictions_loss: 261.7265 - logcount_predictions_loss: 0.2428 13/1286 [..............................] - ETA: 3:16 - loss: 264.9167 - logits_profile_predictions_loss: 262.2603 - logcount_predictions_loss: 0.2415 14/1286 [..............................] - ETA: 3:16 - loss: 265.4359 - logits_profile_predictions_loss: 262.7925 - logcount_predictions_loss: 0.2403 15/1286 [..............................] - ETA: 3:16 - loss: 265.7175 - logits_profile_predictions_loss: 263.0881 - logcount_predictions_loss: 0.2390 16/1286 [..............................] - ETA: 3:16 - loss: 265.9237 - logits_profile_predictions_loss: 263.3059 - logcount_predictions_loss: 0.2380 17/1286 [..............................] - ETA: 3:16 - loss: 266.1180 - logits_profile_predictions_loss: 263.5091 - logcount_predictions_loss: 0.2372 18/1286 [..............................] - ETA: 3:15 - loss: 266.2912 - logits_profile_predictions_loss: 263.6882 - logcount_predictions_loss: 0.2366 19/1286 [..............................] - ETA: 3:15 - loss: 266.4705 - logits_profile_predictions_loss: 263.8718 - logcount_predictions_loss: 0.2362 20/1286 [..............................] - ETA: 3:15 - loss: 266.6561 - logits_profile_predictions_loss: 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loss: 268.1675 - logits_profile_predictions_loss: 265.6103 - logcount_predictions_loss: 0.2325 28/1286 [..............................] - ETA: 3:14 - loss: 268.3364 - logits_profile_predictions_loss: 265.7837 - logcount_predictions_loss: 0.2321 29/1286 [..............................] - ETA: 3:13 - loss: 268.4829 - logits_profile_predictions_loss: 265.9344 - logcount_predictions_loss: 0.2317 30/1286 [..............................] - ETA: 3:13 - loss: 268.6304 - logits_profile_predictions_loss: 266.0855 - logcount_predictions_loss: 0.2313 31/1286 [..............................] - ETA: 3:13 - loss: 268.8226 - logits_profile_predictions_loss: 266.2818 - logcount_predictions_loss: 0.2310 32/1286 [..............................] - ETA: 3:13 - loss: 269.0369 - logits_profile_predictions_loss: 266.4990 - logcount_predictions_loss: 0.2307 33/1286 [..............................] - ETA: 3:13 - loss: 269.2377 - logits_profile_predictions_loss: 266.7028 - logcount_predictions_loss: 0.2304 34/1286 [..............................] - ETA: 3:12 - loss: 269.4288 - logits_profile_predictions_loss: 266.8966 - logcount_predictions_loss: 0.2302 35/1286 [..............................] - ETA: 3:12 - loss: 269.6042 - logits_profile_predictions_loss: 267.0748 - logcount_predictions_loss: 0.2299 36/1286 [..............................] - ETA: 3:12 - loss: 269.7764 - logits_profile_predictions_loss: 267.2496 - logcount_predictions_loss: 0.2297 37/1286 [..............................] - ETA: 3:12 - loss: 269.9358 - logits_profile_predictions_loss: 267.4111 - logcount_predictions_loss: 0.2295 38/1286 [..............................] - ETA: 3:12 - loss: 270.0807 - logits_profile_predictions_loss: 267.5582 - logcount_predictions_loss: 0.2293 39/1286 [..............................] - ETA: 3:12 - loss: 270.2251 - logits_profile_predictions_loss: 267.7052 - logcount_predictions_loss: 0.2291 40/1286 [..............................] - ETA: 3:12 - loss: 270.3660 - logits_profile_predictions_loss: 267.8486 - logcount_predictions_loss: 0.2289 41/1286 [..............................] - ETA: 3:11 - loss: 270.5264 - logits_profile_predictions_loss: 268.0115 - logcount_predictions_loss: 0.2286 42/1286 [..............................] - ETA: 3:11 - loss: 270.6781 - logits_profile_predictions_loss: 268.1654 - logcount_predictions_loss: 0.2284 43/1286 [>.............................] - ETA: 3:11 - loss: 270.8190 - logits_profile_predictions_loss: 268.3085 - logcount_predictions_loss: 0.2282 44/1286 [>.............................] - ETA: 3:11 - loss: 270.9526 - logits_profile_predictions_loss: 268.4443 - logcount_predictions_loss: 0.2280 45/1286 [>.............................] - ETA: 3:11 - loss: 271.0829 - logits_profile_predictions_loss: 268.5763 - logcount_predictions_loss: 0.2279 46/1286 [>.............................] - ETA: 3:11 - loss: 271.2065 - logits_profile_predictions_loss: 268.7017 - logcount_predictions_loss: 0.2277 47/1286 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269.4874 - logcount_predictions_loss: 0.2263 54/1286 [>.............................] - ETA: 3:09 - loss: 272.0609 - logits_profile_predictions_loss: 269.5739 - logcount_predictions_loss: 0.2261 55/1286 [>.............................] - ETA: 3:09 - loss: 272.1413 - logits_profile_predictions_loss: 269.6568 - logcount_predictions_loss: 0.2259 56/1286 [>.............................] - ETA: 3:09 - loss: 272.2219 - logits_profile_predictions_loss: 269.7398 - logcount_predictions_loss: 0.2256 57/1286 [>.............................] - ETA: 3:09 - loss: 272.2941 - logits_profile_predictions_loss: 269.8144 - logcount_predictions_loss: 0.2254 58/1286 [>.............................] - ETA: 3:09 - loss: 272.3643 - logits_profile_predictions_loss: 269.8868 - logcount_predictions_loss: 0.2252 59/1286 [>.............................] - ETA: 3:09 - loss: 272.4306 - logits_profile_predictions_loss: 269.9555 - logcount_predictions_loss: 0.2250 60/1286 [>.............................] - ETA: 3:08 - loss: 272.4985 - logits_profile_predictions_loss: 270.0257 - logcount_predictions_loss: 0.2248 61/1286 [>.............................] - ETA: 3:08 - loss: 272.5644 - logits_profile_predictions_loss: 270.0937 - logcount_predictions_loss: 0.2246 62/1286 [>.............................] - ETA: 3:08 - loss: 272.6293 - logits_profile_predictions_loss: 270.1608 - logcount_predictions_loss: 0.2244 63/1286 [>.............................] - ETA: 3:08 - loss: 272.6870 - logits_profile_predictions_loss: 270.2206 - logcount_predictions_loss: 0.2242 64/1286 [>.............................] - ETA: 3:08 - loss: 272.7411 - logits_profile_predictions_loss: 270.2768 - logcount_predictions_loss: 0.2240 65/1286 [>.............................] - ETA: 3:08 - loss: 272.7964 - logits_profile_predictions_loss: 270.3341 - logcount_predictions_loss: 0.2238 66/1286 [>.............................] - ETA: 3:08 - loss: 272.8542 - logits_profile_predictions_loss: 270.3935 - logcount_predictions_loss: 0.2237 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logits_profile_predictions_loss: 270.7569 - logcount_predictions_loss: 0.2232 74/1286 [>.............................] - ETA: 3:06 - loss: 273.2576 - logits_profile_predictions_loss: 270.8018 - logcount_predictions_loss: 0.2233 75/1286 [>.............................] - ETA: 3:06 - loss: 273.2984 - logits_profile_predictions_loss: 270.8426 - logcount_predictions_loss: 0.2233 76/1286 [>.............................] - ETA: 3:06 - loss: 273.3376 - logits_profile_predictions_loss: 270.8815 - logcount_predictions_loss: 0.2233 77/1286 [>.............................] - ETA: 3:06 - loss: 273.3764 - logits_profile_predictions_loss: 270.9197 - logcount_predictions_loss: 0.2233 78/1286 [>.............................] - ETA: 3:06 - loss: 273.4122 - logits_profile_predictions_loss: 270.9551 - logcount_predictions_loss: 0.2234 79/1286 [>.............................] - ETA: 3:05 - loss: 273.4472 - logits_profile_predictions_loss: 270.9898 - logcount_predictions_loss: 0.2234 80/1286 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loss: 273.8389 - logits_profile_predictions_loss: 271.3732 - logcount_predictions_loss: 0.2242 94/1286 [=>............................] - ETA: 3:03 - loss: 273.8550 - logits_profile_predictions_loss: 271.3889 - logcount_predictions_loss: 0.2242 95/1286 [=>............................] - ETA: 3:03 - loss: 273.8721 - logits_profile_predictions_loss: 271.4056 - logcount_predictions_loss: 0.2242 96/1286 [=>............................] - ETA: 3:03 - loss: 273.8911 - logits_profile_predictions_loss: 271.4242 - logcount_predictions_loss: 0.2243 97/1286 [=>............................] - ETA: 3:03 - loss: 273.9064 - logits_profile_predictions_loss: 271.4391 - logcount_predictions_loss: 0.2243 98/1286 [=>............................] - ETA: 3:02 - loss: 273.9230 - logits_profile_predictions_loss: 271.4553 - logcount_predictions_loss: 0.2243 99/1286 [=>............................] - ETA: 3:02 - loss: 273.9378 - logits_profile_predictions_loss: 271.4696 - logcount_predictions_loss: 0.2244 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[=>............................] - ETA: 2:58 - loss: 274.1788 - logits_profile_predictions_loss: 271.6981 - logcount_predictions_loss: 0.2255 127/1286 [=>............................] - ETA: 2:58 - loss: 274.1834 - logits_profile_predictions_loss: 271.7024 - logcount_predictions_loss: 0.2255 128/1286 [=>............................] - ETA: 2:58 - loss: 274.1871 - logits_profile_predictions_loss: 271.7059 - logcount_predictions_loss: 0.2256 129/1286 [==>...........................] - ETA: 2:58 - loss: 274.1896 - logits_profile_predictions_loss: 271.7081 - logcount_predictions_loss: 0.2256 130/1286 [==>...........................] - ETA: 2:58 - loss: 274.1927 - logits_profile_predictions_loss: 271.7110 - logcount_predictions_loss: 0.2256 131/1286 [==>...........................] - ETA: 2:58 - loss: 274.1958 - logits_profile_predictions_loss: 271.7139 - logcount_predictions_loss: 0.2256 132/1286 [==>...........................] - ETA: 2:57 - loss: 274.1990 - 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[=====>........................] - ETA: 2:36 - loss: 273.9720 - logits_profile_predictions_loss: 271.4875 - logcount_predictions_loss: 0.2259 270/1286 [=====>........................] - ETA: 2:36 - loss: 273.9698 - logits_profile_predictions_loss: 271.4853 - logcount_predictions_loss: 0.2259 271/1286 [=====>........................] - ETA: 2:36 - loss: 273.9675 - logits_profile_predictions_loss: 271.4831 - logcount_predictions_loss: 0.2259 272/1286 [=====>........................] - ETA: 2:36 - loss: 273.9657 - logits_profile_predictions_loss: 271.4813 - logcount_predictions_loss: 0.2259 273/1286 [=====>........................] - ETA: 2:36 - loss: 273.9636 - logits_profile_predictions_loss: 271.4793 - logcount_predictions_loss: 0.2258 274/1286 [=====>........................] - ETA: 2:35 - loss: 273.9615 - logits_profile_predictions_loss: 271.4772 - logcount_predictions_loss: 0.2258 275/1286 [=====>........................] - ETA: 2:35 - loss: 273.9598 - 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1273/1286 [============================>.] - ETA: 2s - loss: 273.7403 - logits_profile_predictions_loss: 271.2832 - logcount_predictions_loss: 0.2234 1274/1286 [============================>.] - ETA: 1s - loss: 273.7402 - logits_profile_predictions_loss: 271.2831 - logcount_predictions_loss: 0.2234 1275/1286 [============================>.] - ETA: 1s - loss: 273.7401 - logits_profile_predictions_loss: 271.2830 - logcount_predictions_loss: 0.2234 1276/1286 [============================>.] - ETA: 1s - loss: 273.7400 - logits_profile_predictions_loss: 271.2829 - logcount_predictions_loss: 0.2234 1277/1286 [============================>.] - ETA: 1s - loss: 273.7399 - logits_profile_predictions_loss: 271.2829 - logcount_predictions_loss: 0.2234 1278/1286 [============================>.] - ETA: 1s - loss: 273.7398 - logits_profile_predictions_loss: 271.2828 - logcount_predictions_loss: 0.2234 1279/1286 [============================>.] - ETA: 1s - loss: 273.7398 - logits_profile_predictions_loss: 271.2827 - logcount_predictions_loss: 0.2234 1280/1286 [============================>.] - ETA: 0s - loss: 273.7397 - logits_profile_predictions_loss: 271.2826 - logcount_predictions_loss: 0.2234 1281/1286 [============================>.] - ETA: 0s - loss: 273.7396 - logits_profile_predictions_loss: 271.2826 - logcount_predictions_loss: 0.2234 1282/1286 [============================>.] - ETA: 0s - loss: 273.7395 - logits_profile_predictions_loss: 271.2825 - logcount_predictions_loss: 0.2234 1283/1286 [============================>.] - ETA: 0s - loss: 273.7394 - logits_profile_predictions_loss: 271.2824 - logcount_predictions_loss: 0.2234 1284/1286 [============================>.] - ETA: 0s - loss: 273.7394 - logits_profile_predictions_loss: 271.2824 - logcount_predictions_loss: 0.2234 1285/1286 [============================>.] - ETA: 0s - loss: 273.7393 - logits_profile_predictions_loss: 271.2823 - logcount_predictions_loss: 0.2234 1286/1286 [==============================] - ETA: 0s - loss: 273.7392 - logits_profile_predictions_loss: 271.2822 - logcount_predictions_loss: 0.2234 1286/1286 [==============================] - 207s 161ms/step - loss: 273.7391 - logits_profile_predictions_loss: 271.2821 - logcount_predictions_loss: 0.2234 - val_loss: 285.7365 - val_logits_profile_predictions_loss: 283.5606 - val_logcount_predictions_loss: 0.1978 Epoch 00006: val_loss did not improve from 285.17035 Epoch 7/50 1/1286 [..............................] - ETA: 3:59 - loss: 263.8834 - logits_profile_predictions_loss: 261.5553 - logcount_predictions_loss: 0.2116 2/1286 [..............................] - ETA: 3:32 - loss: 271.1352 - logits_profile_predictions_loss: 268.8131 - logcount_predictions_loss: 0.2111 3/1286 [..............................] - ETA: 3:25 - loss: 271.5017 - logits_profile_predictions_loss: 269.1817 - logcount_predictions_loss: 0.2109 4/1286 [..............................] - ETA: 3:22 - loss: 273.1355 - logits_profile_predictions_loss: 270.8540 - logcount_predictions_loss: 0.2074 5/1286 [..............................] - ETA: 3:21 - loss: 272.7284 - logits_profile_predictions_loss: 270.4719 - logcount_predictions_loss: 0.2051 6/1286 [..............................] - ETA: 3:20 - loss: 272.3404 - logits_profile_predictions_loss: 270.0765 - logcount_predictions_loss: 0.2058 7/1286 [..............................] - ETA: 3:19 - loss: 271.6625 - logits_profile_predictions_loss: 269.4052 - logcount_predictions_loss: 0.2052 8/1286 [..............................] - ETA: 3:19 - loss: 271.0582 - logits_profile_predictions_loss: 268.8120 - logcount_predictions_loss: 0.2042 9/1286 [..............................] - ETA: 3:18 - loss: 270.8383 - logits_profile_predictions_loss: 268.5738 - logcount_predictions_loss: 0.2059 10/1286 [..............................] - ETA: 3:18 - loss: 270.6795 - logits_profile_predictions_loss: 268.4045 - logcount_predictions_loss: 0.2068 11/1286 [..............................] - ETA: 3:18 - loss: 270.7703 - logits_profile_predictions_loss: 268.4808 - logcount_predictions_loss: 0.2081 12/1286 [..............................] - ETA: 3:17 - loss: 270.8630 - logits_profile_predictions_loss: 268.5615 - logcount_predictions_loss: 0.2092 13/1286 [..............................] - ETA: 3:17 - loss: 270.9824 - logits_profile_predictions_loss: 268.6733 - logcount_predictions_loss: 0.2099 14/1286 [..............................] - ETA: 3:17 - loss: 271.1297 - logits_profile_predictions_loss: 268.8163 - logcount_predictions_loss: 0.2103 15/1286 [..............................] - ETA: 3:16 - loss: 271.2059 - logits_profile_predictions_loss: 268.8922 - logcount_predictions_loss: 0.2103 16/1286 [..............................] - ETA: 3:16 - loss: 271.3172 - logits_profile_predictions_loss: 269.0023 - logcount_predictions_loss: 0.2104 17/1286 [..............................] - ETA: 3:16 - loss: 271.4074 - logits_profile_predictions_loss: 269.0914 - logcount_predictions_loss: 0.2105 18/1286 [..............................] - ETA: 3:16 - loss: 271.4823 - logits_profile_predictions_loss: 269.1658 - logcount_predictions_loss: 0.2106 19/1286 [..............................] - ETA: 3:16 - loss: 271.5091 - logits_profile_predictions_loss: 269.1930 - logcount_predictions_loss: 0.2106 20/1286 [..............................] - ETA: 3:16 - loss: 271.5388 - logits_profile_predictions_loss: 269.2254 - logcount_predictions_loss: 0.2103 21/1286 [..............................] - ETA: 3:15 - loss: 271.5753 - logits_profile_predictions_loss: 269.2642 - logcount_predictions_loss: 0.2101 22/1286 [..............................] - ETA: 3:15 - loss: 271.6276 - logits_profile_predictions_loss: 269.3191 - logcount_predictions_loss: 0.2099 23/1286 [..............................] - ETA: 3:15 - loss: 271.6672 - logits_profile_predictions_loss: 269.3613 - logcount_predictions_loss: 0.2096 24/1286 [..............................] - ETA: 3:15 - loss: 271.6680 - logits_profile_predictions_loss: 269.3653 - logcount_predictions_loss: 0.2093 25/1286 [..............................] - ETA: 3:15 - loss: 271.6524 - logits_profile_predictions_loss: 269.3538 - logcount_predictions_loss: 0.2090 26/1286 [..............................] - ETA: 3:14 - loss: 271.6188 - logits_profile_predictions_loss: 269.3232 - logcount_predictions_loss: 0.2087 27/1286 [..............................] - ETA: 3:14 - loss: 271.5495 - logits_profile_predictions_loss: 269.2573 - logcount_predictions_loss: 0.2084 28/1286 [..............................] - ETA: 3:14 - loss: 271.4589 - logits_profile_predictions_loss: 269.1696 - logcount_predictions_loss: 0.2081 29/1286 [..............................] - ETA: 3:14 - loss: 271.3838 - logits_profile_predictions_loss: 269.0978 - logcount_predictions_loss: 0.2078 30/1286 [..............................] - ETA: 3:14 - loss: 271.2878 - logits_profile_predictions_loss: 269.0053 - logcount_predictions_loss: 0.2075 31/1286 [..............................] - ETA: 3:14 - loss: 271.2298 - logits_profile_predictions_loss: 268.9495 - logcount_predictions_loss: 0.2073 32/1286 [..............................] - ETA: 3:13 - loss: 271.1373 - logits_profile_predictions_loss: 268.8591 - logcount_predictions_loss: 0.2071 33/1286 [..............................] - ETA: 3:13 - loss: 271.0628 - logits_profile_predictions_loss: 268.7869 - logcount_predictions_loss: 0.2069 34/1286 [..............................] - ETA: 3:13 - loss: 270.9916 - logits_profile_predictions_loss: 268.7179 - logcount_predictions_loss: 0.2067 35/1286 [..............................] - ETA: 3:13 - loss: 270.9315 - logits_profile_predictions_loss: 268.6602 - logcount_predictions_loss: 0.2065 36/1286 [..............................] - ETA: 3:13 - loss: 270.8677 - logits_profile_predictions_loss: 268.5982 - logcount_predictions_loss: 0.2063 37/1286 [..............................] - ETA: 3:12 - loss: 270.8088 - logits_profile_predictions_loss: 268.5407 - logcount_predictions_loss: 0.2062 38/1286 [..............................] - ETA: 3:12 - loss: 270.7534 - logits_profile_predictions_loss: 268.4864 - logcount_predictions_loss: 0.2061 39/1286 [..............................] - ETA: 3:12 - loss: 270.6811 - logits_profile_predictions_loss: 268.4153 - logcount_predictions_loss: 0.2060 40/1286 [..............................] - ETA: 3:12 - loss: 270.6116 - logits_profile_predictions_loss: 268.3470 - logcount_predictions_loss: 0.2059 41/1286 [..............................] - ETA: 3:12 - loss: 270.5376 - logits_profile_predictions_loss: 268.2736 - logcount_predictions_loss: 0.2058 42/1286 [..............................] - ETA: 3:12 - loss: 270.4715 - logits_profile_predictions_loss: 268.2081 - logcount_predictions_loss: 0.2058 43/1286 [>.............................] - ETA: 3:11 - loss: 270.4109 - logits_profile_predictions_loss: 268.1483 - logcount_predictions_loss: 0.2057 44/1286 [>.............................] - ETA: 3:11 - loss: 270.3709 - logits_profile_predictions_loss: 268.1090 - logcount_predictions_loss: 0.2056 45/1286 [>.............................] - ETA: 3:11 - loss: 270.3317 - logits_profile_predictions_loss: 268.0706 - logcount_predictions_loss: 0.2055 46/1286 [>.............................] - ETA: 3:11 - loss: 270.2994 - logits_profile_predictions_loss: 268.0390 - logcount_predictions_loss: 0.2055 47/1286 [>.............................] - ETA: 3:11 - loss: 270.2710 - logits_profile_predictions_loss: 268.0110 - logcount_predictions_loss: 0.2054 48/1286 [>.............................] - ETA: 3:11 - loss: 270.2362 - logits_profile_predictions_loss: 267.9769 - logcount_predictions_loss: 0.2054 49/1286 [>.............................] - ETA: 3:10 - loss: 270.2008 - logits_profile_predictions_loss: 267.9423 - logcount_predictions_loss: 0.2053 50/1286 [>.............................] - ETA: 3:10 - loss: 270.1701 - logits_profile_predictions_loss: 267.9121 - logcount_predictions_loss: 0.2053 51/1286 [>.............................] - ETA: 3:10 - loss: 270.1468 - logits_profile_predictions_loss: 267.8893 - logcount_predictions_loss: 0.2052 52/1286 [>.............................] - ETA: 3:10 - loss: 270.1231 - logits_profile_predictions_loss: 267.8664 - logcount_predictions_loss: 0.2052 53/1286 [>.............................] - ETA: 3:10 - loss: 270.1081 - logits_profile_predictions_loss: 267.8521 - logcount_predictions_loss: 0.2051 54/1286 [>.............................] - ETA: 3:10 - loss: 270.0980 - logits_profile_predictions_loss: 267.8430 - logcount_predictions_loss: 0.2050 55/1286 [>.............................] - ETA: 3:09 - loss: 270.0961 - logits_profile_predictions_loss: 267.8421 - logcount_predictions_loss: 0.2049 56/1286 [>.............................] - ETA: 3:09 - loss: 270.0908 - logits_profile_predictions_loss: 267.8377 - logcount_predictions_loss: 0.2048 57/1286 [>.............................] - ETA: 3:09 - loss: 270.0909 - logits_profile_predictions_loss: 267.8387 - logcount_predictions_loss: 0.2047 58/1286 [>.............................] - ETA: 3:09 - loss: 270.0855 - logits_profile_predictions_loss: 267.8341 - logcount_predictions_loss: 0.2047 59/1286 [>.............................] - ETA: 3:09 - loss: 270.0696 - logits_profile_predictions_loss: 267.8189 - logcount_predictions_loss: 0.2046 60/1286 [>.............................] - ETA: 3:09 - loss: 270.0510 - logits_profile_predictions_loss: 267.8009 - logcount_predictions_loss: 0.2046 61/1286 [>.............................] - ETA: 3:08 - loss: 270.0354 - logits_profile_predictions_loss: 267.7861 - logcount_predictions_loss: 0.2045 62/1286 [>.............................] - ETA: 3:08 - loss: 270.0142 - logits_profile_predictions_loss: 267.7658 - logcount_predictions_loss: 0.2044 63/1286 [>.............................] - ETA: 3:08 - loss: 269.9895 - logits_profile_predictions_loss: 267.7421 - logcount_predictions_loss: 0.2043 64/1286 [>.............................] - ETA: 3:08 - loss: 269.9604 - logits_profile_predictions_loss: 267.7140 - logcount_predictions_loss: 0.2042 65/1286 [>.............................] - ETA: 3:08 - loss: 269.9327 - logits_profile_predictions_loss: 267.6874 - logcount_predictions_loss: 0.2041 66/1286 [>.............................] - ETA: 3:08 - loss: 269.9095 - logits_profile_predictions_loss: 267.6653 - logcount_predictions_loss: 0.2040 67/1286 [>.............................] - ETA: 3:07 - loss: 269.8885 - logits_profile_predictions_loss: 267.6453 - logcount_predictions_loss: 0.2039 68/1286 [>.............................] - ETA: 3:07 - loss: 269.8719 - logits_profile_predictions_loss: 267.6298 - logcount_predictions_loss: 0.2038 69/1286 [>.............................] - ETA: 3:07 - loss: 269.8547 - logits_profile_predictions_loss: 267.6137 - logcount_predictions_loss: 0.2037 70/1286 [>.............................] - ETA: 3:07 - loss: 269.8346 - logits_profile_predictions_loss: 267.5948 - logcount_predictions_loss: 0.2036 71/1286 [>.............................] - ETA: 3:07 - loss: 269.8186 - logits_profile_predictions_loss: 267.5799 - logcount_predictions_loss: 0.2035 72/1286 [>.............................] - ETA: 3:07 - loss: 269.8035 - logits_profile_predictions_loss: 267.5661 - logcount_predictions_loss: 0.2034 73/1286 [>.............................] - ETA: 3:06 - loss: 269.7873 - logits_profile_predictions_loss: 267.5512 - logcount_predictions_loss: 0.2033 74/1286 [>.............................] - ETA: 3:06 - loss: 269.7655 - logits_profile_predictions_loss: 267.5306 - logcount_predictions_loss: 0.2032 75/1286 [>.............................] - ETA: 3:06 - loss: 269.7421 - logits_profile_predictions_loss: 267.5084 - logcount_predictions_loss: 0.2031 76/1286 [>.............................] - ETA: 3:06 - loss: 269.7233 - logits_profile_predictions_loss: 267.4909 - logcount_predictions_loss: 0.2030 77/1286 [>.............................] - ETA: 3:06 - loss: 269.7031 - logits_profile_predictions_loss: 267.4719 - logcount_predictions_loss: 0.2028 78/1286 [>.............................] - ETA: 3:06 - loss: 269.6819 - logits_profile_predictions_loss: 267.4520 - logcount_predictions_loss: 0.2027 79/1286 [>.............................] - ETA: 3:06 - loss: 269.6616 - logits_profile_predictions_loss: 267.4329 - logcount_predictions_loss: 0.2026 80/1286 [>.............................] - ETA: 3:06 - loss: 269.6381 - logits_profile_predictions_loss: 267.4106 - logcount_predictions_loss: 0.2025 81/1286 [>.............................] - ETA: 3:06 - loss: 269.6151 - logits_profile_predictions_loss: 267.3885 - logcount_predictions_loss: 0.2024 82/1286 [>.............................] - ETA: 3:05 - loss: 269.5944 - logits_profile_predictions_loss: 267.3687 - logcount_predictions_loss: 0.2023 83/1286 [>.............................] - ETA: 3:05 - loss: 269.5761 - logits_profile_predictions_loss: 267.3515 - logcount_predictions_loss: 0.2022 84/1286 [>.............................] - ETA: 3:05 - loss: 269.5650 - logits_profile_predictions_loss: 267.3415 - logcount_predictions_loss: 0.2021 85/1286 [>.............................] - ETA: 3:05 - loss: 269.5538 - logits_profile_predictions_loss: 267.3312 - logcount_predictions_loss: 0.2021 86/1286 [=>............................] - ETA: 3:05 - loss: 269.5427 - logits_profile_predictions_loss: 267.3210 - logcount_predictions_loss: 0.2020 87/1286 [=>............................] - ETA: 3:05 - loss: 269.5316 - logits_profile_predictions_loss: 267.3109 - logcount_predictions_loss: 0.2019 88/1286 [=>............................] - ETA: 3:04 - loss: 269.5227 - logits_profile_predictions_loss: 267.3029 - logcount_predictions_loss: 0.2018 89/1286 [=>............................] - ETA: 3:04 - loss: 269.5130 - logits_profile_predictions_loss: 267.2940 - logcount_predictions_loss: 0.2017 90/1286 [=>............................] - ETA: 3:04 - loss: 269.5035 - logits_profile_predictions_loss: 267.2853 - logcount_predictions_loss: 0.2016 91/1286 [=>............................] - ETA: 3:04 - loss: 269.4930 - logits_profile_predictions_loss: 267.2755 - logcount_predictions_loss: 0.2016 92/1286 [=>............................] - ETA: 3:04 - loss: 269.4843 - logits_profile_predictions_loss: 267.2675 - logcount_predictions_loss: 0.2015 93/1286 [=>............................] - ETA: 3:04 - loss: 269.4703 - logits_profile_predictions_loss: 267.2541 - logcount_predictions_loss: 0.2015 94/1286 [=>............................] - ETA: 3:03 - loss: 269.4554 - logits_profile_predictions_loss: 267.2396 - logcount_predictions_loss: 0.2014 95/1286 [=>............................] - ETA: 3:03 - loss: 269.4405 - logits_profile_predictions_loss: 267.2254 - logcount_predictions_loss: 0.2014 96/1286 [=>............................] - ETA: 3:03 - loss: 269.4250 - logits_profile_predictions_loss: 267.2104 - logcount_predictions_loss: 0.2013 97/1286 [=>............................] - ETA: 3:03 - loss: 269.4112 - logits_profile_predictions_loss: 267.1971 - logcount_predictions_loss: 0.2013 98/1286 [=>............................] - ETA: 3:03 - loss: 269.3980 - logits_profile_predictions_loss: 267.1844 - logcount_predictions_loss: 0.2012 99/1286 [=>............................] - ETA: 3:03 - loss: 269.3840 - logits_profile_predictions_loss: 267.1707 - logcount_predictions_loss: 0.2012 100/1286 [=>............................] - ETA: 3:03 - loss: 269.3718 - logits_profile_predictions_loss: 267.1587 - logcount_predictions_loss: 0.2012 101/1286 [=>............................] - ETA: 3:02 - loss: 269.3593 - logits_profile_predictions_loss: 267.1465 - logcount_predictions_loss: 0.2012 102/1286 [=>............................] - ETA: 3:02 - loss: 269.3471 - logits_profile_predictions_loss: 267.1346 - logcount_predictions_loss: 0.2011 103/1286 [=>............................] - ETA: 3:02 - loss: 269.3374 - logits_profile_predictions_loss: 267.1251 - logcount_predictions_loss: 0.2011 104/1286 [=>............................] - ETA: 3:02 - loss: 269.3287 - logits_profile_predictions_loss: 267.1167 - logcount_predictions_loss: 0.2011 105/1286 [=>............................] - ETA: 3:02 - loss: 269.3222 - logits_profile_predictions_loss: 267.1105 - logcount_predictions_loss: 0.2011 106/1286 [=>............................] - ETA: 3:02 - loss: 269.3156 - logits_profile_predictions_loss: 267.1040 - logcount_predictions_loss: 0.2011 107/1286 [=>............................] - ETA: 3:01 - loss: 269.3076 - logits_profile_predictions_loss: 267.0962 - logcount_predictions_loss: 0.2010 108/1286 [=>............................] - ETA: 3:01 - loss: 269.2990 - logits_profile_predictions_loss: 267.0878 - logcount_predictions_loss: 0.2010 109/1286 [=>............................] - ETA: 3:01 - loss: 269.2928 - logits_profile_predictions_loss: 267.0817 - logcount_predictions_loss: 0.2010 110/1286 [=>............................] - ETA: 3:01 - loss: 269.2862 - logits_profile_predictions_loss: 267.0752 - logcount_predictions_loss: 0.2010 111/1286 [=>............................] - ETA: 3:01 - loss: 269.2797 - logits_profile_predictions_loss: 267.0689 - logcount_predictions_loss: 0.2010 112/1286 [=>............................] - ETA: 3:01 - loss: 269.2720 - logits_profile_predictions_loss: 267.0613 - logcount_predictions_loss: 0.2010 113/1286 [=>............................] - ETA: 3:00 - loss: 269.2633 - logits_profile_predictions_loss: 267.0527 - logcount_predictions_loss: 0.2010 114/1286 [=>............................] - ETA: 3:00 - loss: 269.2536 - logits_profile_predictions_loss: 267.0431 - logcount_predictions_loss: 0.2010 115/1286 [=>............................] - ETA: 3:00 - loss: 269.2427 - logits_profile_predictions_loss: 267.0324 - logcount_predictions_loss: 0.2009 116/1286 [=>............................] - ETA: 3:00 - loss: 269.2301 - logits_profile_predictions_loss: 267.0198 - logcount_predictions_loss: 0.2009 117/1286 [=>............................] - ETA: 3:00 - loss: 269.2202 - logits_profile_predictions_loss: 267.0101 - logcount_predictions_loss: 0.2009 118/1286 [=>............................] - ETA: 3:00 - loss: 269.2108 - logits_profile_predictions_loss: 267.0008 - logcount_predictions_loss: 0.2009 119/1286 [=>............................] - ETA: 3:00 - loss: 269.2017 - logits_profile_predictions_loss: 266.9917 - logcount_predictions_loss: 0.2009 120/1286 [=>............................] - ETA: 2:59 - loss: 269.1927 - logits_profile_predictions_loss: 266.9829 - logcount_predictions_loss: 0.2009 121/1286 [=>............................] - ETA: 2:59 - loss: 269.1849 - logits_profile_predictions_loss: 266.9752 - logcount_predictions_loss: 0.2009 122/1286 [=>............................] - ETA: 2:59 - loss: 269.1764 - logits_profile_predictions_loss: 266.9668 - logcount_predictions_loss: 0.2009 123/1286 [=>............................] - ETA: 2:59 - loss: 269.1689 - logits_profile_predictions_loss: 266.9596 - logcount_predictions_loss: 0.2009 124/1286 [=>............................] - ETA: 2:59 - loss: 269.1611 - logits_profile_predictions_loss: 266.9520 - logcount_predictions_loss: 0.2008 125/1286 [=>............................] - ETA: 2:59 - loss: 269.1519 - logits_profile_predictions_loss: 266.9429 - logcount_predictions_loss: 0.2008 126/1286 [=>............................] - ETA: 2:58 - loss: 269.1428 - logits_profile_predictions_loss: 266.9341 - logcount_predictions_loss: 0.2008 127/1286 [=>............................] - ETA: 2:58 - loss: 269.1354 - logits_profile_predictions_loss: 266.9269 - logcount_predictions_loss: 0.2008 128/1286 [=>............................] - ETA: 2:58 - loss: 269.1281 - logits_profile_predictions_loss: 266.9197 - logcount_predictions_loss: 0.2008 129/1286 [==>...........................] - ETA: 2:58 - loss: 269.1209 - 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1276/1286 [============================>.] - ETA: 1s - loss: 269.3880 - logits_profile_predictions_loss: 267.1953 - logcount_predictions_loss: 0.1993 1277/1286 [============================>.] - ETA: 1s - loss: 269.3882 - logits_profile_predictions_loss: 267.1955 - logcount_predictions_loss: 0.1993 1278/1286 [============================>.] - ETA: 1s - loss: 269.3885 - logits_profile_predictions_loss: 267.1958 - logcount_predictions_loss: 0.1993 1279/1286 [============================>.] - ETA: 1s - loss: 269.3887 - logits_profile_predictions_loss: 267.1960 - logcount_predictions_loss: 0.1993 1280/1286 [============================>.] - ETA: 0s - loss: 269.3889 - logits_profile_predictions_loss: 267.1962 - logcount_predictions_loss: 0.1993 1281/1286 [============================>.] - ETA: 0s - loss: 269.3891 - logits_profile_predictions_loss: 267.1964 - logcount_predictions_loss: 0.1993 1282/1286 [============================>.] - ETA: 0s - loss: 269.3893 - logits_profile_predictions_loss: 267.1966 - logcount_predictions_loss: 0.1993 1283/1286 [============================>.] - ETA: 0s - loss: 269.3895 - logits_profile_predictions_loss: 267.1969 - logcount_predictions_loss: 0.1993 1284/1286 [============================>.] - ETA: 0s - loss: 269.3898 - logits_profile_predictions_loss: 267.1971 - logcount_predictions_loss: 0.1993 1285/1286 [============================>.] - ETA: 0s - loss: 269.3900 - logits_profile_predictions_loss: 267.1973 - logcount_predictions_loss: 0.1993 1286/1286 [==============================] - ETA: 0s - loss: 269.3902 - logits_profile_predictions_loss: 267.1976 - logcount_predictions_loss: 0.1993 1286/1286 [==============================] - 207s 161ms/step - loss: 269.3905 - logits_profile_predictions_loss: 267.1978 - logcount_predictions_loss: 0.1993 - val_loss: 286.1407 - val_logits_profile_predictions_loss: 284.0146 - val_logcount_predictions_loss: 0.1933 Epoch 00007: val_loss did not improve from 285.17035 Epoch 8/50 1/1286 [..............................] - ETA: 4:03 - loss: 257.3121 - logits_profile_predictions_loss: 254.6355 - logcount_predictions_loss: 0.2433 2/1286 [..............................] - ETA: 3:35 - loss: 259.7751 - logits_profile_predictions_loss: 257.3116 - logcount_predictions_loss: 0.2240 3/1286 [..............................] - ETA: 3:25 - loss: 263.0978 - logits_profile_predictions_loss: 260.6445 - logcount_predictions_loss: 0.2230 4/1286 [..............................] - ETA: 3:22 - loss: 264.5525 - logits_profile_predictions_loss: 262.1572 - logcount_predictions_loss: 0.2178 5/1286 [..............................] - ETA: 3:21 - loss: 264.8294 - logits_profile_predictions_loss: 262.4722 - logcount_predictions_loss: 0.2143 6/1286 [..............................] - ETA: 3:20 - loss: 264.3399 - logits_profile_predictions_loss: 262.0129 - logcount_predictions_loss: 0.2115 7/1286 [..............................] - ETA: 3:19 - loss: 263.8321 - logits_profile_predictions_loss: 261.5293 - logcount_predictions_loss: 0.2093 8/1286 [..............................] - ETA: 3:19 - loss: 263.4224 - logits_profile_predictions_loss: 261.1361 - logcount_predictions_loss: 0.2079 9/1286 [..............................] - ETA: 3:18 - loss: 262.9908 - logits_profile_predictions_loss: 260.7250 - logcount_predictions_loss: 0.2060 10/1286 [..............................] - ETA: 3:18 - loss: 262.6819 - logits_profile_predictions_loss: 260.4264 - logcount_predictions_loss: 0.2050 11/1286 [..............................] - ETA: 3:17 - loss: 262.5968 - logits_profile_predictions_loss: 260.3522 - logcount_predictions_loss: 0.2041 12/1286 [..............................] - ETA: 3:17 - loss: 262.4563 - logits_profile_predictions_loss: 260.2236 - logcount_predictions_loss: 0.2030 13/1286 [..............................] - ETA: 3:17 - loss: 262.3135 - logits_profile_predictions_loss: 260.0949 - logcount_predictions_loss: 0.2017 14/1286 [..............................] - ETA: 3:17 - loss: 262.1487 - logits_profile_predictions_loss: 259.9441 - logcount_predictions_loss: 0.2004 15/1286 [..............................] - ETA: 3:17 - loss: 262.0804 - logits_profile_predictions_loss: 259.8865 - logcount_predictions_loss: 0.1994 16/1286 [..............................] - ETA: 3:16 - loss: 262.0774 - logits_profile_predictions_loss: 259.8941 - logcount_predictions_loss: 0.1985 17/1286 [..............................] - ETA: 3:16 - loss: 262.0005 - logits_profile_predictions_loss: 259.8267 - logcount_predictions_loss: 0.1976 18/1286 [..............................] - ETA: 3:16 - loss: 261.9734 - logits_profile_predictions_loss: 259.8070 - logcount_predictions_loss: 0.1969 19/1286 [..............................] - ETA: 3:16 - loss: 261.9714 - logits_profile_predictions_loss: 259.8128 - logcount_predictions_loss: 0.1962 20/1286 [..............................] - ETA: 3:15 - loss: 262.0340 - logits_profile_predictions_loss: 259.8825 - logcount_predictions_loss: 0.1956 21/1286 [..............................] - ETA: 3:15 - loss: 262.1491 - logits_profile_predictions_loss: 260.0044 - logcount_predictions_loss: 0.1950 22/1286 [..............................] - ETA: 3:15 - loss: 262.2687 - logits_profile_predictions_loss: 260.1271 - logcount_predictions_loss: 0.1947 23/1286 [..............................] - ETA: 3:15 - loss: 262.3818 - logits_profile_predictions_loss: 260.2427 - logcount_predictions_loss: 0.1945 24/1286 [..............................] - ETA: 3:15 - loss: 262.4959 - logits_profile_predictions_loss: 260.3592 - logcount_predictions_loss: 0.1942 25/1286 [..............................] - ETA: 3:14 - loss: 262.6076 - logits_profile_predictions_loss: 260.4737 - logcount_predictions_loss: 0.1940 26/1286 [..............................] - ETA: 3:14 - loss: 262.7213 - logits_profile_predictions_loss: 260.5910 - logcount_predictions_loss: 0.1937 27/1286 [..............................] - ETA: 3:14 - loss: 262.8129 - logits_profile_predictions_loss: 260.6857 - logcount_predictions_loss: 0.1934 28/1286 [..............................] - ETA: 3:14 - loss: 262.9109 - logits_profile_predictions_loss: 260.7866 - logcount_predictions_loss: 0.1931 29/1286 [..............................] - ETA: 3:14 - loss: 263.0012 - logits_profile_predictions_loss: 260.8796 - logcount_predictions_loss: 0.1929 30/1286 [..............................] - ETA: 3:14 - loss: 263.0734 - logits_profile_predictions_loss: 260.9538 - logcount_predictions_loss: 0.1927 31/1286 [..............................] - ETA: 3:14 - loss: 263.1572 - logits_profile_predictions_loss: 261.0400 - logcount_predictions_loss: 0.1925 32/1286 [..............................] - ETA: 3:14 - loss: 263.2332 - logits_profile_predictions_loss: 261.1179 - logcount_predictions_loss: 0.1923 33/1286 [..............................] - ETA: 3:14 - loss: 263.3152 - logits_profile_predictions_loss: 261.2015 - logcount_predictions_loss: 0.1922 34/1286 [..............................] - ETA: 3:13 - loss: 263.3916 - logits_profile_predictions_loss: 261.2787 - logcount_predictions_loss: 0.1921 35/1286 [..............................] - ETA: 3:13 - loss: 263.4585 - logits_profile_predictions_loss: 261.3457 - logcount_predictions_loss: 0.1921 36/1286 [..............................] - ETA: 3:13 - loss: 263.5187 - logits_profile_predictions_loss: 261.4057 - logcount_predictions_loss: 0.1921 37/1286 [..............................] - ETA: 3:13 - loss: 263.5863 - logits_profile_predictions_loss: 261.4731 - logcount_predictions_loss: 0.1921 38/1286 [..............................] - ETA: 3:13 - loss: 263.6384 - logits_profile_predictions_loss: 261.5251 - logcount_predictions_loss: 0.1921 39/1286 [..............................] - ETA: 3:12 - loss: 263.6809 - logits_profile_predictions_loss: 261.5677 - logcount_predictions_loss: 0.1921 40/1286 [..............................] - ETA: 3:12 - loss: 263.7150 - logits_profile_predictions_loss: 261.6019 - logcount_predictions_loss: 0.1921 41/1286 [..............................] - ETA: 3:12 - loss: 263.7564 - logits_profile_predictions_loss: 261.6437 - logcount_predictions_loss: 0.1921 42/1286 [..............................] - ETA: 3:12 - loss: 263.7964 - logits_profile_predictions_loss: 261.6845 - logcount_predictions_loss: 0.1920 43/1286 [>.............................] - ETA: 3:12 - loss: 263.8407 - logits_profile_predictions_loss: 261.7292 - logcount_predictions_loss: 0.1920 44/1286 [>.............................] - ETA: 3:12 - loss: 263.8849 - logits_profile_predictions_loss: 261.7737 - logcount_predictions_loss: 0.1919 45/1286 [>.............................] - ETA: 3:11 - loss: 263.9217 - logits_profile_predictions_loss: 261.8108 - logcount_predictions_loss: 0.1919 46/1286 [>.............................] - ETA: 3:11 - loss: 263.9632 - logits_profile_predictions_loss: 261.8523 - logcount_predictions_loss: 0.1919 47/1286 [>.............................] - ETA: 3:11 - loss: 264.0091 - logits_profile_predictions_loss: 261.8982 - logcount_predictions_loss: 0.1919 48/1286 [>.............................] - ETA: 3:11 - loss: 264.0605 - logits_profile_predictions_loss: 261.9491 - logcount_predictions_loss: 0.1920 49/1286 [>.............................] - ETA: 3:11 - loss: 264.1140 - logits_profile_predictions_loss: 262.0024 - logcount_predictions_loss: 0.1920 50/1286 [>.............................] - ETA: 3:11 - loss: 264.1614 - logits_profile_predictions_loss: 262.0499 - logcount_predictions_loss: 0.1920 51/1286 [>.............................] - ETA: 3:10 - loss: 264.2090 - logits_profile_predictions_loss: 262.0975 - logcount_predictions_loss: 0.1920 52/1286 [>.............................] - ETA: 3:10 - loss: 264.2566 - logits_profile_predictions_loss: 262.1452 - logcount_predictions_loss: 0.1919 53/1286 [>.............................] - ETA: 3:10 - loss: 264.3101 - logits_profile_predictions_loss: 262.1987 - logcount_predictions_loss: 0.1920 54/1286 [>.............................] - ETA: 3:10 - loss: 264.3696 - logits_profile_predictions_loss: 262.2582 - logcount_predictions_loss: 0.1920 55/1286 [>.............................] - ETA: 3:10 - loss: 264.4274 - logits_profile_predictions_loss: 262.3158 - logcount_predictions_loss: 0.1920 56/1286 [>.............................] - ETA: 3:10 - loss: 264.4825 - logits_profile_predictions_loss: 262.3704 - logcount_predictions_loss: 0.1920 57/1286 [>.............................] - ETA: 3:09 - loss: 264.5384 - logits_profile_predictions_loss: 262.4260 - logcount_predictions_loss: 0.1920 58/1286 [>.............................] - ETA: 3:09 - loss: 264.5933 - logits_profile_predictions_loss: 262.4805 - logcount_predictions_loss: 0.1921 59/1286 [>.............................] - ETA: 3:09 - loss: 264.6403 - logits_profile_predictions_loss: 262.5274 - logcount_predictions_loss: 0.1921 60/1286 [>.............................] - ETA: 3:09 - loss: 264.6847 - logits_profile_predictions_loss: 262.5716 - logcount_predictions_loss: 0.1921 61/1286 [>.............................] - ETA: 3:09 - loss: 264.7336 - logits_profile_predictions_loss: 262.6203 - logcount_predictions_loss: 0.1921 62/1286 [>.............................] - ETA: 3:09 - loss: 264.7832 - logits_profile_predictions_loss: 262.6693 - logcount_predictions_loss: 0.1922 63/1286 [>.............................] - ETA: 3:08 - loss: 264.8354 - logits_profile_predictions_loss: 262.7208 - logcount_predictions_loss: 0.1922 64/1286 [>.............................] - ETA: 3:08 - loss: 264.8839 - logits_profile_predictions_loss: 262.7687 - logcount_predictions_loss: 0.1923 65/1286 [>.............................] - ETA: 3:08 - loss: 264.9295 - logits_profile_predictions_loss: 262.8137 - logcount_predictions_loss: 0.1923 66/1286 [>.............................] - ETA: 3:08 - loss: 264.9773 - logits_profile_predictions_loss: 262.8609 - logcount_predictions_loss: 0.1924 67/1286 [>.............................] - ETA: 3:08 - loss: 265.0261 - logits_profile_predictions_loss: 262.9092 - logcount_predictions_loss: 0.1924 68/1286 [>.............................] - ETA: 3:08 - loss: 265.0704 - logits_profile_predictions_loss: 262.9532 - logcount_predictions_loss: 0.1925 69/1286 [>.............................] - ETA: 3:07 - loss: 265.1072 - logits_profile_predictions_loss: 262.9896 - logcount_predictions_loss: 0.1925 70/1286 [>.............................] - ETA: 3:07 - loss: 265.1422 - logits_profile_predictions_loss: 263.0244 - logcount_predictions_loss: 0.1925 71/1286 [>.............................] - ETA: 3:07 - loss: 265.1828 - logits_profile_predictions_loss: 263.0647 - logcount_predictions_loss: 0.1926 72/1286 [>.............................] - ETA: 3:07 - loss: 265.2300 - logits_profile_predictions_loss: 263.1119 - logcount_predictions_loss: 0.1926 73/1286 [>.............................] - ETA: 3:07 - loss: 265.2740 - logits_profile_predictions_loss: 263.1558 - logcount_predictions_loss: 0.1926 74/1286 [>.............................] - ETA: 3:07 - loss: 265.3176 - logits_profile_predictions_loss: 263.1995 - logcount_predictions_loss: 0.1926 75/1286 [>.............................] - ETA: 3:06 - loss: 265.3580 - logits_profile_predictions_loss: 263.2401 - logcount_predictions_loss: 0.1925 76/1286 [>.............................] - ETA: 3:06 - loss: 265.3968 - logits_profile_predictions_loss: 263.2791 - logcount_predictions_loss: 0.1925 77/1286 [>.............................] - ETA: 3:06 - loss: 265.4343 - logits_profile_predictions_loss: 263.3167 - logcount_predictions_loss: 0.1925 78/1286 [>.............................] - ETA: 3:06 - loss: 265.4697 - logits_profile_predictions_loss: 263.3525 - logcount_predictions_loss: 0.1925 79/1286 [>.............................] - ETA: 3:06 - loss: 265.5027 - logits_profile_predictions_loss: 263.3857 - logcount_predictions_loss: 0.1925 80/1286 [>.............................] - ETA: 3:06 - loss: 265.5384 - logits_profile_predictions_loss: 263.4216 - logcount_predictions_loss: 0.1924 81/1286 [>.............................] - ETA: 3:05 - loss: 265.5740 - logits_profile_predictions_loss: 263.4575 - logcount_predictions_loss: 0.1924 82/1286 [>.............................] - ETA: 3:05 - loss: 265.6039 - logits_profile_predictions_loss: 263.4876 - logcount_predictions_loss: 0.1924 83/1286 [>.............................] - ETA: 3:05 - loss: 265.6357 - logits_profile_predictions_loss: 263.5196 - logcount_predictions_loss: 0.1924 84/1286 [>.............................] - ETA: 3:05 - loss: 265.6679 - logits_profile_predictions_loss: 263.5521 - logcount_predictions_loss: 0.1923 85/1286 [>.............................] - ETA: 3:05 - loss: 265.7032 - logits_profile_predictions_loss: 263.5877 - logcount_predictions_loss: 0.1923 86/1286 [=>............................] - ETA: 3:05 - loss: 265.7356 - logits_profile_predictions_loss: 263.6205 - logcount_predictions_loss: 0.1923 87/1286 [=>............................] - ETA: 3:04 - loss: 265.7654 - logits_profile_predictions_loss: 263.6506 - logcount_predictions_loss: 0.1923 88/1286 [=>............................] - ETA: 3:04 - loss: 265.7968 - logits_profile_predictions_loss: 263.6822 - logcount_predictions_loss: 0.1922 89/1286 [=>............................] - ETA: 3:04 - loss: 265.8266 - logits_profile_predictions_loss: 263.7122 - logcount_predictions_loss: 0.1922 90/1286 [=>............................] - ETA: 3:04 - loss: 265.8541 - logits_profile_predictions_loss: 263.7399 - logcount_predictions_loss: 0.1922 91/1286 [=>............................] - ETA: 3:04 - loss: 265.8801 - logits_profile_predictions_loss: 263.7662 - logcount_predictions_loss: 0.1922 92/1286 [=>............................] - ETA: 3:04 - loss: 265.9023 - logits_profile_predictions_loss: 263.7887 - logcount_predictions_loss: 0.1922 93/1286 [=>............................] - ETA: 3:04 - loss: 265.9248 - logits_profile_predictions_loss: 263.8115 - logcount_predictions_loss: 0.1921 94/1286 [=>............................] - ETA: 3:03 - loss: 265.9476 - logits_profile_predictions_loss: 263.8347 - logcount_predictions_loss: 0.1921 95/1286 [=>............................] - ETA: 3:03 - loss: 265.9676 - logits_profile_predictions_loss: 263.8551 - logcount_predictions_loss: 0.1920 96/1286 [=>............................] - ETA: 3:03 - loss: 265.9881 - logits_profile_predictions_loss: 263.8760 - logcount_predictions_loss: 0.1920 97/1286 [=>............................] - ETA: 3:03 - loss: 266.0103 - logits_profile_predictions_loss: 263.8987 - logcount_predictions_loss: 0.1920 98/1286 [=>............................] - ETA: 3:03 - loss: 266.0332 - logits_profile_predictions_loss: 263.9221 - logcount_predictions_loss: 0.1919 99/1286 [=>............................] - ETA: 3:03 - loss: 266.0556 - logits_profile_predictions_loss: 263.9451 - logcount_predictions_loss: 0.1919 100/1286 [=>............................] - ETA: 3:02 - loss: 266.0773 - logits_profile_predictions_loss: 263.9675 - logcount_predictions_loss: 0.1918 101/1286 [=>............................] - ETA: 3:02 - loss: 266.0992 - logits_profile_predictions_loss: 263.9900 - logcount_predictions_loss: 0.1918 102/1286 [=>............................] - ETA: 3:02 - loss: 266.1212 - logits_profile_predictions_loss: 264.0128 - logcount_predictions_loss: 0.1917 103/1286 [=>............................] - ETA: 3:02 - loss: 266.1398 - logits_profile_predictions_loss: 264.0321 - logcount_predictions_loss: 0.1916 104/1286 [=>............................] - ETA: 3:02 - loss: 266.1579 - logits_profile_predictions_loss: 264.0508 - logcount_predictions_loss: 0.1916 105/1286 [=>............................] - ETA: 3:02 - loss: 266.1752 - logits_profile_predictions_loss: 264.0688 - logcount_predictions_loss: 0.1915 106/1286 [=>............................] - ETA: 3:01 - loss: 266.1939 - logits_profile_predictions_loss: 264.0881 - logcount_predictions_loss: 0.1914 107/1286 [=>............................] - ETA: 3:01 - loss: 266.2115 - logits_profile_predictions_loss: 264.1064 - logcount_predictions_loss: 0.1914 108/1286 [=>............................] - ETA: 3:01 - loss: 266.2291 - logits_profile_predictions_loss: 264.1245 - logcount_predictions_loss: 0.1913 109/1286 [=>............................] - ETA: 3:01 - loss: 266.2478 - logits_profile_predictions_loss: 264.1438 - logcount_predictions_loss: 0.1913 110/1286 [=>............................] - ETA: 3:01 - loss: 266.2644 - logits_profile_predictions_loss: 264.1610 - logcount_predictions_loss: 0.1912 111/1286 [=>............................] - ETA: 3:01 - loss: 266.2798 - logits_profile_predictions_loss: 264.1769 - logcount_predictions_loss: 0.1912 112/1286 [=>............................] - ETA: 3:01 - loss: 266.2946 - logits_profile_predictions_loss: 264.1921 - logcount_predictions_loss: 0.1911 113/1286 [=>............................] - ETA: 3:00 - loss: 266.3071 - logits_profile_predictions_loss: 264.2050 - logcount_predictions_loss: 0.1911 114/1286 [=>............................] - ETA: 3:00 - loss: 266.3202 - logits_profile_predictions_loss: 264.2186 - logcount_predictions_loss: 0.1911 115/1286 [=>............................] - ETA: 3:00 - loss: 266.3320 - logits_profile_predictions_loss: 264.2307 - logcount_predictions_loss: 0.1910 116/1286 [=>............................] - ETA: 3:00 - loss: 266.3422 - logits_profile_predictions_loss: 264.2412 - logcount_predictions_loss: 0.1910 117/1286 [=>............................] - ETA: 3:00 - loss: 266.3509 - logits_profile_predictions_loss: 264.2504 - logcount_predictions_loss: 0.1910 118/1286 [=>............................] - ETA: 3:00 - loss: 266.3607 - logits_profile_predictions_loss: 264.2605 - logcount_predictions_loss: 0.1909 119/1286 [=>............................] - ETA: 2:59 - loss: 266.3706 - logits_profile_predictions_loss: 264.2707 - logcount_predictions_loss: 0.1909 120/1286 [=>............................] - ETA: 2:59 - loss: 266.3816 - logits_profile_predictions_loss: 264.2820 - logcount_predictions_loss: 0.1909 121/1286 [=>............................] - ETA: 2:59 - loss: 266.3912 - logits_profile_predictions_loss: 264.2920 - logcount_predictions_loss: 0.1908 122/1286 [=>............................] - ETA: 2:59 - loss: 266.4012 - logits_profile_predictions_loss: 264.3023 - logcount_predictions_loss: 0.1908 123/1286 [=>............................] - ETA: 2:59 - loss: 266.4100 - logits_profile_predictions_loss: 264.3114 - logcount_predictions_loss: 0.1908 124/1286 [=>............................] - ETA: 2:59 - loss: 266.4198 - logits_profile_predictions_loss: 264.3215 - logcount_predictions_loss: 0.1908 125/1286 [=>............................] - ETA: 2:59 - loss: 266.4308 - logits_profile_predictions_loss: 264.3327 - logcount_predictions_loss: 0.1907 126/1286 [=>............................] - ETA: 2:58 - loss: 266.4413 - logits_profile_predictions_loss: 264.3436 - logcount_predictions_loss: 0.1907 127/1286 [=>............................] - ETA: 2:58 - loss: 266.4502 - logits_profile_predictions_loss: 264.3528 - logcount_predictions_loss: 0.1907 128/1286 [=>............................] - ETA: 2:58 - loss: 266.4589 - logits_profile_predictions_loss: 264.3618 - logcount_predictions_loss: 0.1907 129/1286 [==>...........................] - ETA: 2:58 - loss: 266.4677 - logits_profile_predictions_loss: 264.3709 - logcount_predictions_loss: 0.1906 130/1286 [==>...........................] - ETA: 2:58 - loss: 266.4762 - logits_profile_predictions_loss: 264.3797 - logcount_predictions_loss: 0.1906 131/1286 [==>...........................] - ETA: 2:58 - loss: 266.4852 - logits_profile_predictions_loss: 264.3890 - logcount_predictions_loss: 0.1906 132/1286 [==>...........................] - ETA: 2:57 - loss: 266.4946 - logits_profile_predictions_loss: 264.3987 - logcount_predictions_loss: 0.1905 133/1286 [==>...........................] - ETA: 2:57 - loss: 266.5038 - logits_profile_predictions_loss: 264.4082 - logcount_predictions_loss: 0.1905 134/1286 [==>...........................] - ETA: 2:57 - loss: 266.5126 - logits_profile_predictions_loss: 264.4174 - logcount_predictions_loss: 0.1905 135/1286 [==>...........................] - ETA: 2:57 - loss: 266.5222 - logits_profile_predictions_loss: 264.4273 - logcount_predictions_loss: 0.1905 136/1286 [==>...........................] - ETA: 2:57 - loss: 266.5324 - logits_profile_predictions_loss: 264.4378 - logcount_predictions_loss: 0.1904 137/1286 [==>...........................] - ETA: 2:57 - loss: 266.5427 - logits_profile_predictions_loss: 264.4484 - logcount_predictions_loss: 0.1904 138/1286 [==>...........................] - ETA: 2:56 - loss: 266.5518 - logits_profile_predictions_loss: 264.4577 - logcount_predictions_loss: 0.1904 139/1286 [==>...........................] - ETA: 2:56 - loss: 266.5605 - logits_profile_predictions_loss: 264.4667 - logcount_predictions_loss: 0.1904 140/1286 [==>...........................] - ETA: 2:56 - loss: 266.5702 - logits_profile_predictions_loss: 264.4766 - logcount_predictions_loss: 0.1903 141/1286 [==>...........................] - ETA: 2:56 - loss: 266.5801 - logits_profile_predictions_loss: 264.4868 - logcount_predictions_loss: 0.1903 142/1286 [==>...........................] - ETA: 2:56 - loss: 266.5910 - logits_profile_predictions_loss: 264.4979 - logcount_predictions_loss: 0.1903 143/1286 [==>...........................] - ETA: 2:56 - loss: 266.6000 - logits_profile_predictions_loss: 264.5070 - logcount_predictions_loss: 0.1903 144/1286 [==>...........................] - ETA: 2:56 - loss: 266.6104 - logits_profile_predictions_loss: 264.5177 - logcount_predictions_loss: 0.1903 145/1286 [==>...........................] - ETA: 2:55 - loss: 266.6219 - 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loss: 267.1592 - logits_profile_predictions_loss: 265.0682 - logcount_predictions_loss: 0.1901 1267/1286 [============================>.] - ETA: 2s - loss: 267.1590 - logits_profile_predictions_loss: 265.0679 - logcount_predictions_loss: 0.1901 1268/1286 [============================>.] - ETA: 2s - loss: 267.1588 - logits_profile_predictions_loss: 265.0677 - logcount_predictions_loss: 0.1901 1269/1286 [============================>.] - ETA: 2s - loss: 267.1586 - logits_profile_predictions_loss: 265.0675 - logcount_predictions_loss: 0.1901 1270/1286 [============================>.] - ETA: 2s - loss: 267.1584 - logits_profile_predictions_loss: 265.0673 - logcount_predictions_loss: 0.1901 1271/1286 [============================>.] - ETA: 2s - loss: 267.1581 - logits_profile_predictions_loss: 265.0670 - logcount_predictions_loss: 0.1901 1272/1286 [============================>.] - ETA: 2s - loss: 267.1579 - logits_profile_predictions_loss: 265.0668 - logcount_predictions_loss: 0.1901 1273/1286 [============================>.] - ETA: 2s - loss: 267.1577 - logits_profile_predictions_loss: 265.0666 - logcount_predictions_loss: 0.1901 1274/1286 [============================>.] - ETA: 1s - loss: 267.1575 - logits_profile_predictions_loss: 265.0663 - logcount_predictions_loss: 0.1901 1275/1286 [============================>.] - ETA: 1s - loss: 267.1572 - logits_profile_predictions_loss: 265.0661 - logcount_predictions_loss: 0.1901 1276/1286 [============================>.] - ETA: 1s - loss: 267.1570 - logits_profile_predictions_loss: 265.0659 - logcount_predictions_loss: 0.1901 1277/1286 [============================>.] - ETA: 1s - loss: 267.1569 - logits_profile_predictions_loss: 265.0657 - logcount_predictions_loss: 0.1901 1278/1286 [============================>.] - ETA: 1s - loss: 267.1567 - logits_profile_predictions_loss: 265.0655 - logcount_predictions_loss: 0.1901 1279/1286 [============================>.] - ETA: 1s - loss: 267.1565 - logits_profile_predictions_loss: 265.0654 - logcount_predictions_loss: 0.1901 1280/1286 [============================>.] - ETA: 0s - loss: 267.1563 - logits_profile_predictions_loss: 265.0652 - logcount_predictions_loss: 0.1901 1281/1286 [============================>.] - ETA: 0s - loss: 267.1562 - logits_profile_predictions_loss: 265.0650 - logcount_predictions_loss: 0.1901 1282/1286 [============================>.] - ETA: 0s - loss: 267.1560 - logits_profile_predictions_loss: 265.0649 - logcount_predictions_loss: 0.1901 1283/1286 [============================>.] - ETA: 0s - loss: 267.1558 - logits_profile_predictions_loss: 265.0647 - logcount_predictions_loss: 0.1901 1284/1286 [============================>.] - ETA: 0s - loss: 267.1557 - logits_profile_predictions_loss: 265.0645 - logcount_predictions_loss: 0.1901 1285/1286 [============================>.] - ETA: 0s - loss: 267.1555 - logits_profile_predictions_loss: 265.0644 - logcount_predictions_loss: 0.1901 1286/1286 [==============================] - ETA: 0s - loss: 267.1554 - logits_profile_predictions_loss: 265.0642 - logcount_predictions_loss: 0.1901 1286/1286 [==============================] - 207s 161ms/step - loss: 267.1552 - logits_profile_predictions_loss: 265.0641 - logcount_predictions_loss: 0.1901 - val_loss: 287.4885 - val_logits_profile_predictions_loss: 285.2391 - val_logcount_predictions_loss: 0.2045 Epoch 00008: val_loss did not improve from 285.17035 Restoring model weights from the end of the best epoch. Epoch 00008: early stopping save model save model without bias 2022-03-25_22-21-59: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/predict.py \ --genome=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ --bigwig=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR761TKU//preprocessing/bigWigs/ENCSR761TKU.bigWig \ --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR761TKU//chrombpnet_model_feb15//filtered.peaks.bed \ --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR761TKU//chrombpnet_model_feb15//filtered.nonpeaks.bed \ --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_0.json \ --inputlen=2114 \ --outputlen=1000 \ --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR761TKU//chrombpnet_model_feb15//chrombpnet \ --batch_size=256 \ --model_h5=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR761TKU//chrombpnet_model_feb15//chrombpnet.h5 got the model loading peaks... got split:test for bed regions:(23456, 10) loading nonpeaks... got split:test for bed regions:(23455, 10) 0/184 100/184 2022-03-25_22-24-54: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/predict.py \ --genome=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ --bigwig=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR761TKU//preprocessing/bigWigs/ENCSR761TKU.bigWig \ --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR761TKU//chrombpnet_model_feb15//filtered.peaks.bed \ --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR761TKU//chrombpnet_model_feb15//filtered.nonpeaks.bed \ --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_0.json \ --inputlen=2114 \ --outputlen=1000 \ --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR761TKU//chrombpnet_model_feb15//chrombpnet_wo_bias \ --batch_size=256 \ --model_h5=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR761TKU//chrombpnet_model_feb15//chrombpnet_wo_bias.h5 got the model loading peaks... got split:test for bed regions:(23456, 10) loading nonpeaks... got split:test for bed regions:(23455, 10) 0/184 100/184 2022-03-25_22-27-39: 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=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR761TKU//preprocessing/bigWigs/ENCSR761TKU.bigWig \ --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR761TKU//chrombpnet_model_feb15//filtered.peaks.bed \ --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR761TKU//chrombpnet_model_feb15//filtered.nonpeaks.bed \ --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_0.json \ --inputlen=2114 \ --outputlen=1000 \ --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR761TKU//chrombpnet_model_feb15//bias \ --batch_size=256 \ --model_h5=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR761TKU//chrombpnet_model_feb15//bias_model_scaled.h5 got the model loading peaks... got split:test for bed regions:(23456, 10) loading nonpeaks... got split:test for bed regions:(23455, 10) 0/184 100/184 2022-03-25_22-29-47: mkdir /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR761TKU//chrombpnet_model_feb15//footprints 2022-03-25_22-29-47: 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/ENCSR761TKU//chrombpnet_model_feb15//filtered.nonpeaks.bed \ -chr chr1 \ -m /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR761TKU//chrombpnet_model_feb15//chrombpnet_wo_bias.h5 \ -bs 512 \ -o /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR761TKU//chrombpnet_model_feb15//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 1/24 [>.............................] - ETA: 3:12 3/24 [==>...........................] - ETA: 7s  4/24 [====>.........................] - ETA: 8s 5/24 [=====>........................] - ETA: 9s 6/24 [======>.......................] - ETA: 9s 7/24 [=======>......................] - ETA: 9s 8/24 [=========>....................] - ETA: 9s 9/24 [==========>...................] - ETA: 8s 10/24 [===========>..................] - ETA: 8s 11/24 [============>.................] - ETA: 7s 12/24 [==============>...............] - ETA: 7s 13/24 [===============>..............] - ETA: 6s 14/24 [================>.............] - ETA: 6s 15/24 [=================>............] - ETA: 5s 16/24 [===================>..........] - ETA: 4s 17/24 [====================>.........] - ETA: 4s 18/24 [=====================>........] - ETA: 3s 19/24 [======================>.......] - ETA: 3s 20/24 [========================>.....] - ETA: 2s 21/24 [=========================>....] - ETA: 1s 22/24 [==========================>...] - ETA: 1s 23/24 [===========================>..] - ETA: 0s 24/24 [==============================] - ETA: 0s 24/24 [==============================] - 26s 781ms/step 1/24 [>.............................] - ETA: 0s 2/24 [=>............................] - ETA: 14s 3/24 [==>...........................] - ETA: 13s 4/24 [====>.........................] - ETA: 13s 5/24 [=====>........................] - ETA: 12s 6/24 [======>.......................] - ETA: 11s 7/24 [=======>......................] - ETA: 11s 8/24 [=========>....................] - ETA: 10s 9/24 [==========>...................] - ETA: 9s  10/24 [===========>..................] - ETA: 9s 11/24 [============>.................] - ETA: 8s 12/24 [==============>...............] - ETA: 7s 13/24 [===============>..............] - ETA: 7s 14/24 [================>.............] - ETA: 6s 15/24 [=================>............] - ETA: 5s 16/24 [===================>..........] - ETA: 5s 17/24 [====================>.........] - ETA: 4s 18/24 [=====================>........] - ETA: 3s 19/24 [======================>.......] - ETA: 3s 20/24 [========================>.....] - ETA: 2s 21/24 [=========================>....] - ETA: 1s 22/24 [==========================>...] - ETA: 1s 23/24 [===========================>..] - ETA: 0s 24/24 [==============================] - ETA: 0s 24/24 [==============================] - 15s 673ms/step inserting motif: tn5_2 GTGCACAGTTCTAGAGTGTGCAG 1/24 [>.............................] - ETA: 0s 2/24 [=>............................] - ETA: 14s 3/24 [==>...........................] - ETA: 13s 4/24 [====>.........................] - ETA: 13s 5/24 [=====>........................] - ETA: 12s 6/24 [======>.......................] - ETA: 11s 7/24 [=======>......................] - ETA: 11s 8/24 [=========>....................] - ETA: 10s 9/24 [==========>...................] - ETA: 9s  10/24 [===========>..................] - ETA: 9s 11/24 [============>.................] - ETA: 8s 12/24 [==============>...............] - ETA: 7s 13/24 [===============>..............] - ETA: 7s 14/24 [================>.............] - ETA: 6s 15/24 [=================>............] - ETA: 5s 16/24 [===================>..........] - ETA: 5s 17/24 [====================>.........] - ETA: 4s 18/24 [=====================>........] - ETA: 3s 19/24 [======================>.......] - ETA: 3s 20/24 [========================>.....] - ETA: 2s 21/24 [=========================>....] - ETA: 1s 22/24 [==========================>...] - ETA: 1s 23/24 [===========================>..] - ETA: 0s 24/24 [==============================] - ETA: 0s 24/24 [==============================] - 15s 672ms/step 1/24 [>.............................] - ETA: 0s 2/24 [=>............................] - ETA: 14s 3/24 [==>...........................] - ETA: 13s 4/24 [====>.........................] - ETA: 13s 5/24 [=====>........................] - ETA: 12s 6/24 [======>.......................] - ETA: 11s 7/24 [=======>......................] - ETA: 11s 8/24 [=========>....................] - ETA: 10s 9/24 [==========>...................] - ETA: 9s  10/24 [===========>..................] - ETA: 9s 11/24 [============>.................] - ETA: 8s 12/24 [==============>...............] - ETA: 7s 13/24 [===============>..............] - ETA: 7s 14/24 [================>.............] - ETA: 6s 15/24 [=================>............] - ETA: 5s 16/24 [===================>..........] - ETA: 5s 17/24 [====================>.........] - ETA: 4s 18/24 [=====================>........] - ETA: 3s 19/24 [======================>.......] - ETA: 3s 20/24 [========================>.....] - ETA: 2s 21/24 [=========================>....] - ETA: 1s 22/24 [==========================>...] - ETA: 1s 23/24 [===========================>..] - ETA: 0s 24/24 [==============================] - ETA: 0s 24/24 [==============================] - 15s 672ms/step inserting motif: tn5_3 CCTCTACACTGTGCAGAA 1/24 [>.............................] - ETA: 0s 2/24 [=>............................] - ETA: 14s 3/24 [==>...........................] - ETA: 13s 4/24 [====>.........................] - ETA: 13s 5/24 [=====>........................] - ETA: 12s 6/24 [======>.......................] - ETA: 11s 7/24 [=======>......................] - ETA: 11s 8/24 [=========>....................] - ETA: 10s 9/24 [==========>...................] - ETA: 9s  10/24 [===========>..................] - ETA: 9s 11/24 [============>.................] - ETA: 8s 12/24 [==============>...............] - ETA: 7s 13/24 [===============>..............] - ETA: 7s 14/24 [================>.............] - ETA: 6s 15/24 [=================>............] - ETA: 5s 16/24 [===================>..........] - ETA: 5s 17/24 [====================>.........] - ETA: 4s 18/24 [=====================>........] - ETA: 3s 19/24 [======================>.......] - ETA: 3s 20/24 [========================>.....] - ETA: 2s 21/24 [=========================>....] - ETA: 1s 22/24 [==========================>...] - ETA: 1s 23/24 [===========================>..] - ETA: 0s 24/24 [==============================] - ETA: 0s 24/24 [==============================] - 15s 672ms/step 1/24 [>.............................] - ETA: 0s 2/24 [=>............................] - ETA: 14s 3/24 [==>...........................] - ETA: 13s 4/24 [====>.........................] - ETA: 13s 5/24 [=====>........................] - ETA: 12s 6/24 [======>.......................] - ETA: 11s 7/24 [=======>......................] - ETA: 11s 8/24 [=========>....................] - ETA: 10s 9/24 [==========>...................] - ETA: 9s  10/24 [===========>..................] - ETA: 9s 11/24 [============>.................] - ETA: 8s 12/24 [==============>...............] - ETA: 7s 13/24 [===============>..............] - ETA: 7s 14/24 [================>.............] - ETA: 6s 15/24 [=================>............] - ETA: 5s 16/24 [===================>..........] - ETA: 5s 17/24 [====================>.........] - ETA: 4s 18/24 [=====================>........] - ETA: 3s 19/24 [======================>.......] - ETA: 3s 20/24 [========================>.....] - ETA: 2s 21/24 [=========================>....] - ETA: 1s 22/24 [==========================>...] - ETA: 1s 23/24 [===========================>..] - ETA: 0s 24/24 [==============================] - ETA: 0s 24/24 [==============================] - 15s 672ms/step inserting motif: tn5_4 GCACAGTTCTAGACTGTGCAG 1/24 [>.............................] - ETA: 0s 2/24 [=>............................] - ETA: 14s 3/24 [==>...........................] - ETA: 13s 4/24 [====>.........................] - ETA: 13s 5/24 [=====>........................] - ETA: 12s 6/24 [======>.......................] - ETA: 11s 7/24 [=======>......................] - ETA: 11s 8/24 [=========>....................] - ETA: 10s 9/24 [==========>...................] - ETA: 9s  10/24 [===========>..................] - ETA: 9s 11/24 [============>.................] - ETA: 8s 12/24 [==============>...............] - ETA: 7s 13/24 [===============>..............] - ETA: 7s 14/24 [================>.............] - ETA: 6s 15/24 [=================>............] - ETA: 5s 16/24 [===================>..........] - ETA: 5s 17/24 [====================>.........] - ETA: 4s 18/24 [=====================>........] - ETA: 3s 19/24 [======================>.......] - ETA: 3s 20/24 [========================>.....] - ETA: 2s 21/24 [=========================>....] - ETA: 1s 22/24 [==========================>...] - ETA: 1s 23/24 [===========================>..] - ETA: 0s 24/24 [==============================] - ETA: 0s 24/24 [==============================] - 15s 672ms/step 1/24 [>.............................] - ETA: 0s 2/24 [=>............................] - ETA: 14s 3/24 [==>...........................] - ETA: 13s 4/24 [====>.........................] - ETA: 13s 5/24 [=====>........................] - ETA: 12s 6/24 [======>.......................] - ETA: 11s 7/24 [=======>......................] - ETA: 11s 8/24 [=========>....................] - ETA: 10s 9/24 [==========>...................] - ETA: 9s  10/24 [===========>..................] - ETA: 9s 11/24 [============>.................] - ETA: 8s 12/24 [==============>...............] - ETA: 7s 13/24 [===============>..............] - ETA: 7s 14/24 [================>.............] - ETA: 6s 15/24 [=================>............] - ETA: 5s 16/24 [===================>..........] - ETA: 5s 17/24 [====================>.........] - ETA: 4s 18/24 [=====================>........] - ETA: 3s 19/24 [======================>.......] - ETA: 3s 20/24 [========================>.....] - ETA: 2s 21/24 [=========================>....] - ETA: 1s 22/24 [==========================>...] - ETA: 1s 23/24 [===========================>..] - ETA: 0s 24/24 [==============================] - ETA: 0s 24/24 [==============================] - 15s 672ms/step inserting motif: tn5_5 CTGCACAGTGTAGAGTTGTGC 1/24 [>.............................] - ETA: 0s 2/24 [=>............................] - ETA: 14s 3/24 [==>...........................] - ETA: 13s 4/24 [====>.........................] - ETA: 13s 5/24 [=====>........................] - ETA: 12s 6/24 [======>.......................] - ETA: 11s 7/24 [=======>......................] - ETA: 11s 8/24 [=========>....................] - ETA: 10s 9/24 [==========>...................] - ETA: 9s  10/24 [===========>..................] - ETA: 9s 11/24 [============>.................] - ETA: 8s 12/24 [==============>...............] - ETA: 7s 13/24 [===============>..............] - ETA: 7s 14/24 [================>.............] - ETA: 6s 15/24 [=================>............] - ETA: 5s 16/24 [===================>..........] - ETA: 5s 17/24 [====================>.........] - ETA: 4s 18/24 [=====================>........] - ETA: 3s 19/24 [======================>.......] - ETA: 3s 20/24 [========================>.....] - ETA: 2s 21/24 [=========================>....] - ETA: 1s 22/24 [==========================>...] - ETA: 1s 23/24 [===========================>..] - ETA: 0s 24/24 [==============================] - ETA: 0s 24/24 [==============================] - 15s 673ms/step 1/24 [>.............................] - ETA: 0s 2/24 [=>............................] - ETA: 14s 3/24 [==>...........................] - ETA: 13s 4/24 [====>.........................] - ETA: 13s 5/24 [=====>........................] - ETA: 12s 6/24 [======>.......................] - ETA: 11s 7/24 [=======>......................] - ETA: 11s 8/24 [=========>....................] - ETA: 10s 9/24 [==========>...................] - ETA: 9s  10/24 [===========>..................] - ETA: 9s 11/24 [============>.................] - ETA: 8s 12/24 [==============>...............] - ETA: 7s 13/24 [===============>..............] - ETA: 7s 14/24 [================>.............] - ETA: 6s 15/24 [=================>............] - ETA: 5s 16/24 [===================>..........] - ETA: 5s 17/24 [====================>.........] - ETA: 4s 18/24 [=====================>........] - ETA: 3s 19/24 [======================>.......] - ETA: 3s 20/24 [========================>.....] - ETA: 2s 21/24 [=========================>....] - ETA: 1s 22/24 [==========================>...] - ETA: 1s 23/24 [===========================>..] - ETA: 0s 24/24 [==============================] - ETA: 0s 24/24 [==============================] - 15s 672ms/step Saving marginal footprints 2022-03-25_22-33-03: mkdir /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR761TKU//chrombpnet_model_feb15//footprints 2022-03-25_22-33-03: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/evaluation/marginal_footprints/marginal_footprinting.py \ -g /scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ -r /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR761TKU//chrombpnet_model_feb15//filtered.nonpeaks.bed \ -chr chr1 \ -m /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR761TKU//chrombpnet_model_feb15//bias_model_scaled.h5 \ -bs 512 \ -o /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR761TKU//chrombpnet_model_feb15//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: "functional_1" __________________________________________________________________________________________________ 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 1/24 [>.............................] - ETA: 1:45 3/24 [==>...........................] - ETA: 0s  4/24 [====>.........................] - ETA: 0s 5/24 [=====>........................] - ETA: 0s 6/24 [======>.......................] - ETA: 0s 7/24 [=======>......................] - ETA: 0s 8/24 [=========>....................] - ETA: 0s 9/24 [==========>...................] - ETA: 0s 10/24 [===========>..................] - ETA: 0s 11/24 [============>.................] - ETA: 0s 12/24 [==============>...............] - ETA: 0s 13/24 [===============>..............] - ETA: 0s 14/24 [================>.............] - ETA: 0s 15/24 [=================>............] - ETA: 0s 16/24 [===================>..........] - ETA: 0s 17/24 [====================>.........] - ETA: 0s 18/24 [=====================>........] - ETA: 0s 19/24 [======================>.......] - ETA: 0s 20/24 [========================>.....] - ETA: 0s 21/24 [=========================>....] - ETA: 0s 22/24 [==========================>...] - ETA: 0s 23/24 [===========================>..] - ETA: 0s 24/24 [==============================] - ETA: 0s 24/24 [==============================] - 6s 75ms/step 1/24 [>.............................] - ETA: 0s 2/24 [=>............................] - ETA: 1s 3/24 [==>...........................] - ETA: 1s 4/24 [====>.........................] - ETA: 1s 5/24 [=====>........................] - ETA: 1s 6/24 [======>.......................] - ETA: 1s 7/24 [=======>......................] - ETA: 0s 8/24 [=========>....................] - ETA: 0s 9/24 [==========>...................] - ETA: 0s 10/24 [===========>..................] - ETA: 0s 11/24 [============>.................] - ETA: 0s 12/24 [==============>...............] - ETA: 0s 13/24 [===============>..............] - ETA: 0s 14/24 [================>.............] - ETA: 0s 15/24 [=================>............] - ETA: 0s 16/24 [===================>..........] - ETA: 0s 17/24 [====================>.........] - ETA: 0s 18/24 [=====================>........] - ETA: 0s 19/24 [======================>.......] - ETA: 0s 20/24 [========================>.....] - ETA: 0s 21/24 [=========================>....] - ETA: 0s 22/24 [==========================>...] - ETA: 0s 23/24 [===========================>..] - ETA: 0s 24/24 [==============================] - ETA: 0s 24/24 [==============================] - 1s 62ms/step inserting motif: tn5_2 GTGCACAGTTCTAGAGTGTGCAG 1/24 [>.............................] - ETA: 0s 2/24 [=>............................] - ETA: 1s 3/24 [==>...........................] - ETA: 1s 4/24 [====>.........................] - ETA: 1s 5/24 [=====>........................] - ETA: 1s 6/24 [======>.......................] - ETA: 1s 7/24 [=======>......................] - ETA: 0s 8/24 [=========>....................] - ETA: 0s 9/24 [==========>...................] - ETA: 0s 10/24 [===========>..................] - ETA: 0s 11/24 [============>.................] - ETA: 0s 12/24 [==============>...............] - ETA: 0s 13/24 [===============>..............] - ETA: 0s 14/24 [================>.............] - ETA: 0s 15/24 [=================>............] - ETA: 0s 16/24 [===================>..........] - ETA: 0s 17/24 [====================>.........] - ETA: 0s 18/24 [=====================>........] - ETA: 0s 19/24 [======================>.......] - ETA: 0s 20/24 [========================>.....] - ETA: 0s 21/24 [=========================>....] - ETA: 0s 22/24 [==========================>...] - ETA: 0s 23/24 [===========================>..] - ETA: 0s 24/24 [==============================] - ETA: 0s 24/24 [==============================] - 1s 60ms/step 1/24 [>.............................] - ETA: 0s 2/24 [=>............................] - ETA: 1s 3/24 [==>...........................] - ETA: 1s 4/24 [====>.........................] - ETA: 1s 5/24 [=====>........................] - ETA: 1s 6/24 [======>.......................] - ETA: 1s 7/24 [=======>......................] - ETA: 0s 8/24 [=========>....................] - ETA: 0s 9/24 [==========>...................] - ETA: 0s 10/24 [===========>..................] - ETA: 0s 11/24 [============>.................] - ETA: 0s 12/24 [==============>...............] - ETA: 0s 13/24 [===============>..............] - ETA: 0s 14/24 [================>.............] - ETA: 0s 15/24 [=================>............] - ETA: 0s 16/24 [===================>..........] - ETA: 0s 17/24 [====================>.........] - ETA: 0s 18/24 [=====================>........] - ETA: 0s 19/24 [======================>.......] - ETA: 0s 20/24 [========================>.....] - ETA: 0s 21/24 [=========================>....] - ETA: 0s 22/24 [==========================>...] - ETA: 0s 23/24 [===========================>..] - ETA: 0s 24/24 [==============================] - ETA: 0s 24/24 [==============================] - 1s 60ms/step inserting motif: tn5_3 CCTCTACACTGTGCAGAA 1/24 [>.............................] - ETA: 0s 2/24 [=>............................] - ETA: 1s 3/24 [==>...........................] - ETA: 1s 4/24 [====>.........................] - ETA: 1s 5/24 [=====>........................] - ETA: 1s 6/24 [======>.......................] - ETA: 1s 7/24 [=======>......................] - ETA: 0s 8/24 [=========>....................] - ETA: 0s 9/24 [==========>...................] - ETA: 0s 10/24 [===========>..................] - ETA: 0s 11/24 [============>.................] - ETA: 0s 12/24 [==============>...............] - ETA: 0s 13/24 [===============>..............] - ETA: 0s 14/24 [================>.............] - ETA: 0s 15/24 [=================>............] - ETA: 0s 16/24 [===================>..........] - ETA: 0s 17/24 [====================>.........] - ETA: 0s 18/24 [=====================>........] - ETA: 0s 19/24 [======================>.......] - ETA: 0s 20/24 [========================>.....] - ETA: 0s 21/24 [=========================>....] - ETA: 0s 22/24 [==========================>...] - ETA: 0s 23/24 [===========================>..] - ETA: 0s 24/24 [==============================] - ETA: 0s 24/24 [==============================] - 1s 60ms/step 1/24 [>.............................] - ETA: 0s 2/24 [=>............................] - ETA: 1s 3/24 [==>...........................] - ETA: 1s 4/24 [====>.........................] - ETA: 1s 5/24 [=====>........................] - ETA: 1s 6/24 [======>.......................] - ETA: 1s 7/24 [=======>......................] - ETA: 1s 8/24 [=========>....................] - ETA: 0s 9/24 [==========>...................] - ETA: 0s 10/24 [===========>..................] - ETA: 0s 11/24 [============>.................] - ETA: 0s 12/24 [==============>...............] - ETA: 0s 13/24 [===============>..............] - ETA: 0s 14/24 [================>.............] - ETA: 0s 15/24 [=================>............] - ETA: 0s 16/24 [===================>..........] - ETA: 0s 17/24 [====================>.........] - ETA: 0s 18/24 [=====================>........] - ETA: 0s 19/24 [======================>.......] - ETA: 0s 20/24 [========================>.....] - ETA: 0s 21/24 [=========================>....] - ETA: 0s 22/24 [==========================>...] - ETA: 0s 23/24 [===========================>..] - ETA: 0s 24/24 [==============================] - ETA: 0s 24/24 [==============================] - 1s 60ms/step inserting motif: tn5_4 GCACAGTTCTAGACTGTGCAG 1/24 [>.............................] - ETA: 0s 2/24 [=>............................] - ETA: 1s 3/24 [==>...........................] - ETA: 1s 4/24 [====>.........................] - ETA: 1s 5/24 [=====>........................] - ETA: 1s 6/24 [======>.......................] - ETA: 1s 7/24 [=======>......................] - ETA: 0s 8/24 [=========>....................] - ETA: 0s 9/24 [==========>...................] - ETA: 0s 10/24 [===========>..................] - ETA: 0s 11/24 [============>.................] - ETA: 0s 12/24 [==============>...............] - ETA: 0s 13/24 [===============>..............] - ETA: 0s 14/24 [================>.............] - ETA: 0s 15/24 [=================>............] - ETA: 0s 16/24 [===================>..........] - ETA: 0s 17/24 [====================>.........] - ETA: 0s 18/24 [=====================>........] - ETA: 0s 19/24 [======================>.......] - ETA: 0s 20/24 [========================>.....] - ETA: 0s 21/24 [=========================>....] - ETA: 0s 22/24 [==========================>...] - ETA: 0s 23/24 [===========================>..] - ETA: 0s 24/24 [==============================] - ETA: 0s 24/24 [==============================] - 1s 60ms/step 1/24 [>.............................] - ETA: 0s 2/24 [=>............................] - ETA: 1s 3/24 [==>...........................] - ETA: 1s 4/24 [====>.........................] - ETA: 1s 5/24 [=====>........................] - ETA: 1s 6/24 [======>.......................] - ETA: 1s 7/24 [=======>......................] - ETA: 0s 8/24 [=========>....................] - ETA: 0s 9/24 [==========>...................] - ETA: 0s 10/24 [===========>..................] - ETA: 0s 11/24 [============>.................] - ETA: 0s 12/24 [==============>...............] - ETA: 0s 13/24 [===============>..............] - ETA: 0s 14/24 [================>.............] - ETA: 0s 15/24 [=================>............] - ETA: 0s 16/24 [===================>..........] - ETA: 0s 17/24 [====================>.........] - ETA: 0s 18/24 [=====================>........] - ETA: 0s 19/24 [======================>.......] - ETA: 0s 20/24 [========================>.....] - ETA: 0s 21/24 [=========================>....] - ETA: 0s 22/24 [==========================>...] - ETA: 0s 23/24 [===========================>..] - ETA: 0s 24/24 [==============================] - ETA: 0s 24/24 [==============================] - 1s 61ms/step inserting motif: tn5_5 CTGCACAGTGTAGAGTTGTGC 1/24 [>.............................] - ETA: 0s 2/24 [=>............................] - ETA: 1s 3/24 [==>...........................] - ETA: 1s 4/24 [====>.........................] - ETA: 1s 5/24 [=====>........................] - ETA: 1s 6/24 [======>.......................] - ETA: 1s 7/24 [=======>......................] - ETA: 0s 8/24 [=========>....................] - ETA: 0s 9/24 [==========>...................] - ETA: 0s 10/24 [===========>..................] - ETA: 0s 11/24 [============>.................] - ETA: 0s 12/24 [==============>...............] - ETA: 0s 13/24 [===============>..............] - ETA: 0s 14/24 [================>.............] - ETA: 0s 15/24 [=================>............] - ETA: 0s 16/24 [===================>..........] - ETA: 0s 17/24 [====================>.........] - ETA: 0s 18/24 [=====================>........] - ETA: 0s 19/24 [======================>.......] - ETA: 0s 20/24 [========================>.....] - ETA: 0s 21/24 [=========================>....] - ETA: 0s 22/24 [==========================>...] - ETA: 0s 23/24 [===========================>..] - ETA: 0s 24/24 [==============================] - ETA: 0s 24/24 [==============================] - 1s 61ms/step 1/24 [>.............................] - ETA: 0s 2/24 [=>............................] - ETA: 1s 3/24 [==>...........................] - ETA: 1s 4/24 [====>.........................] - ETA: 1s 5/24 [=====>........................] - ETA: 1s 6/24 [======>.......................] - ETA: 1s 7/24 [=======>......................] - ETA: 1s 8/24 [=========>....................] - ETA: 0s 9/24 [==========>...................] - ETA: 0s 10/24 [===========>..................] - ETA: 0s 11/24 [============>.................] - ETA: 0s 12/24 [==============>...............] - ETA: 0s 13/24 [===============>..............] - ETA: 0s 14/24 [================>.............] - ETA: 0s 15/24 [=================>............] - ETA: 0s 16/24 [===================>..........] - ETA: 0s 17/24 [====================>.........] - ETA: 0s 18/24 [=====================>........] - ETA: 0s 19/24 [======================>.......] - ETA: 0s 20/24 [========================>.....] - ETA: 0s 21/24 [=========================>....] - ETA: 0s 22/24 [==========================>...] - ETA: 0s 23/24 [===========================>..] - ETA: 0s 24/24 [==============================] - ETA: 0s 24/24 [==============================] - 1s 60ms/step Saving marginal footprints