ATAC-seq ATAC_PE /scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_1.json Wed Sep 21 10:13:23 2022 +-----------------------------------------------------------------------------+ | NVIDIA-SMI 515.65.01 Driver Version: 515.65.01 CUDA Version: 11.7 | |-------------------------------+----------------------+----------------------+ | GPU Name Persistence-M| Bus-Id Disp.A | Volatile Uncorr. ECC | | Fan Temp Perf Pwr:Usage/Cap| Memory-Usage | GPU-Util Compute M. | | | | MIG M. | |===============================+======================+======================| | 0 NVIDIA GeForce ... On | 00000000:06:00.0 Off | N/A | | 49% 45C P8 25W / 315W | 1MiB / 24576MiB | 0% E. Process | | | | N/A | +-------------------------------+----------------------+----------------------+ +-----------------------------------------------------------------------------+ | Processes: | | GPU GI CI PID Type Process name GPU Memory | | ID ID Usage | |=============================================================================| | No running processes found | +-----------------------------------------------------------------------------+ No logfile supplied - creating one 2022-09-21_10-13-23: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/helpers/hyperparameters/find_chrombpnet_hyperparams.py \ --genome=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ --bigwig=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/ATAC//ENCSR608KJD//preprocessing/bigWigs/ENCSR608KJD.bigWig \ --peaks=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/ATAC//ENCSR608KJD//preprocessing/downloads/peaks.bed.gz \ --nonpeaks=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/ATAC//ENCSR608KJD//negatives_data/negatives_with_summit.bed \ --outlier_threshold=0.99 \ --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_1.json \ --negative_sampling_ratio=0.1 \ --inputlen=2114 \ --outputlen=1000 \ --max_jitter=500 \ --filters=512 \ --n_dilation_layers=8 \ --bias_model_path=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/atac_bias_models/fold_1/bias.h5 \ --output_dir=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR608KJD//chrombpnet_model_feb15_fold_1/ evaluating hyperparameters on the following chromosomes ['chr1', 'chr3', 'chr4', 'chr5', 'chr6', 'chr7', 'chr10', 'chr11', 'chr13', 'chr14', 'chr15', 'chr18', 'chr19', 'chr20', 'chr21', 'chr22', 'chrX', 'chrY', 'chr12', 'chr17'] Number of peaks input: 105243 Number of peaks filtered because the input/output is on the edge: 0 Number of peaks being used: 105243 Number of peaks input: 26727 Number of peaks filtered because the input/output is on the edge: 0 Number of peaks being used: 26727 Number of non peaks input: 105619 Number of non peaks filtered because the input/output is on the edge: 0 Number of non peaks being used: 105619 Number of non peaks input: 26350 Number of non peaks filtered because the input/output is on the edge: 0 Number of non peaks being used: 26350 Number of peaks after removing outliers: 104084 Number of nonpeaks after removing outliers: 92678 got the model Model: "model" __________________________________________________________________________________________________ Layer (type) Output Shape Param # Connected to ================================================================================================== sequence (InputLayer) [(None, 2114, 4)] 0 __________________________________________________________________________________________________ bpnet_1st_conv (Conv1D) (None, 2094, 128) 10880 sequence[0][0] __________________________________________________________________________________________________ bpnet_1conv (Conv1D) (None, 2090, 128) 49280 bpnet_1st_conv[0][0] __________________________________________________________________________________________________ bpnet_1crop (Cropping1D) (None, 2090, 128) 0 bpnet_1st_conv[0][0] __________________________________________________________________________________________________ add (Add) (None, 2090, 128) 0 bpnet_1conv[0][0] bpnet_1crop[0][0] __________________________________________________________________________________________________ bpnet_2conv (Conv1D) (None, 2082, 128) 49280 add[0][0] __________________________________________________________________________________________________ bpnet_2crop (Cropping1D) (None, 2082, 128) 0 add[0][0] __________________________________________________________________________________________________ add_1 (Add) (None, 2082, 128) 0 bpnet_2conv[0][0] bpnet_2crop[0][0] __________________________________________________________________________________________________ bpnet_3conv (Conv1D) (None, 2066, 128) 49280 add_1[0][0] __________________________________________________________________________________________________ bpnet_3crop (Cropping1D) (None, 2066, 128) 0 add_1[0][0] __________________________________________________________________________________________________ add_2 (Add) (None, 2066, 128) 0 bpnet_3conv[0][0] bpnet_3crop[0][0] __________________________________________________________________________________________________ bpnet_4conv (Conv1D) (None, 2034, 128) 49280 add_2[0][0] __________________________________________________________________________________________________ bpnet_4crop (Cropping1D) (None, 2034, 128) 0 add_2[0][0] __________________________________________________________________________________________________ add_3 (Add) (None, 2034, 128) 0 bpnet_4conv[0][0] bpnet_4crop[0][0] __________________________________________________________________________________________________ prof_out_precrop (Conv1D) (None, 1960, 1) 9601 add_3[0][0] __________________________________________________________________________________________________ logits_profile_predictions_pref (None, 1000, 1) 0 prof_out_precrop[0][0] __________________________________________________________________________________________________ gap (GlobalAveragePooling1D) (None, 128) 0 add_3[0][0] __________________________________________________________________________________________________ logits_profile_predictions (Fla (None, 1000) 0 logits_profile_predictions_prefla __________________________________________________________________________________________________ logcount_predictions (Dense) (None, 1) 129 gap[0][0] ================================================================================================== Total params: 217,730 Trainable params: 217,730 Non-trainable params: 0 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[============================>.] - ETA: 0s 2821/2897 [============================>.] - ETA: 0s 2830/2897 [============================>.] - ETA: 0s 2839/2897 [============================>.] - ETA: 0s 2848/2897 [============================>.] - ETA: 0s 2857/2897 [============================>.] - ETA: 0s 2866/2897 [============================>.] - ETA: 0s 2875/2897 [============================>.] - ETA: 0s 2884/2897 [============================>.] - ETA: 0s 2893/2897 [============================>.] - ETA: 0s 2897/2897 [==============================] - ETA: 0s 2897/2897 [==============================] - 59s 11ms/step 2022-09-21_10-17-24: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/train.py \ --genome=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ --bigwig=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/ATAC//ENCSR608KJD//preprocessing/bigWigs/ENCSR608KJD.bigWig \ --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR608KJD//chrombpnet_model_feb15_fold_1//filtered.peaks.bed \ --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR608KJD//chrombpnet_model_feb15_fold_1//filtered.nonpeaks.bed \ --params=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR608KJD//chrombpnet_model_feb15_fold_1//chrombpnet_model_params.tsv \ --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR608KJD//chrombpnet_model_feb15_fold_1//chrombpnet \ --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_1.json \ --batch_size=64 \ --architecture_from_file=/home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/models/chrombpnet_with_bias_model.py \ --trackables logcount_predictions_loss loss logits_profile_predictions_loss val_logcount_predictions_loss val_loss val_logits_profile_predictions_loss {'counts_loss_weight': '12.7', 'filters': '512', 'n_dil_layers': '8', 'bias_model_path': '/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR608KJD//chrombpnet_model_feb15_fold_1/bias_model_scaled.h5', 'inputlen': '2114', 'outputlen': '1000', 'max_jitter': '500', 'chr_fold_path': '/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_1.json', 'negative_sampling_ratio': '0.1'} got the model loading peaks... got split:train for bed regions:(92715, 10) loading nonpeaks... got split:train for bed regions:(83119, 10) loading peaks... got split:valid for bed regions:(11369, 10) loading nonpeaks... got split:valid for bed regions:(9559, 10) Epoch 1/50 1/1594 [..............................] - ETA: 53:21:55 - loss: 439.9066 - logits_profile_predictions_loss: 385.4128 - logcount_predictions_loss: 4.2909 2/1594 [..............................] - ETA: 8:21 - loss: 468.8713 - logits_profile_predictions_loss: 383.7868 - logcount_predictions_loss: 6.6996  3/1594 [..............................] - ETA: 8:17 - loss: 466.1412 - logits_profile_predictions_loss: 378.5009 - logcount_predictions_loss: 6.9008 4/1594 [..............................] - ETA: 8:15 - loss: 458.3366 - logits_profile_predictions_loss: 372.5674 - logcount_predictions_loss: 6.7535 5/1594 [..............................] - ETA: 8:14 - loss: 449.5245 - logits_profile_predictions_loss: 366.5539 - logcount_predictions_loss: 6.5331 6/1594 [..............................] - ETA: 8:13 - loss: 442.6511 - logits_profile_predictions_loss: 362.2772 - logcount_predictions_loss: 6.3286 7/1594 [..............................] - ETA: 8:13 - loss: 435.5624 - logits_profile_predictions_loss: 357.7437 - logcount_predictions_loss: 6.1275 8/1594 [..............................] - ETA: 8:12 - loss: 430.3059 - logits_profile_predictions_loss: 354.5885 - logcount_predictions_loss: 5.9620 9/1594 [..............................] - ETA: 8:12 - loss: 426.6748 - logits_profile_predictions_loss: 352.6924 - logcount_predictions_loss: 5.8254 10/1594 [..............................] - ETA: 8:11 - loss: 423.9811 - logits_profile_predictions_loss: 351.4807 - logcount_predictions_loss: 5.7087 11/1594 [..............................] - ETA: 8:11 - loss: 421.5677 - logits_profile_predictions_loss: 350.3842 - logcount_predictions_loss: 5.6050 12/1594 [..............................] - ETA: 8:10 - loss: 419.6758 - logits_profile_predictions_loss: 349.6310 - logcount_predictions_loss: 5.5153 13/1594 [..............................] - ETA: 8:10 - loss: 419.4925 - logits_profile_predictions_loss: 350.4290 - logcount_predictions_loss: 5.4381 14/1594 [..............................] - ETA: 8:10 - loss: 419.7513 - logits_profile_predictions_loss: 351.5408 - logcount_predictions_loss: 5.3709 15/1594 [..............................] - ETA: 8:09 - loss: 420.2015 - logits_profile_predictions_loss: 352.7296 - logcount_predictions_loss: 5.3127 16/1594 [..............................] - ETA: 8:09 - loss: 420.6804 - logits_profile_predictions_loss: 353.8681 - logcount_predictions_loss: 5.2608 17/1594 [..............................] - ETA: 8:09 - loss: 421.1001 - logits_profile_predictions_loss: 354.8864 - logcount_predictions_loss: 5.2137 18/1594 [..............................] - ETA: 8:08 - loss: 421.3459 - logits_profile_predictions_loss: 355.6989 - logcount_predictions_loss: 5.1691 19/1594 [..............................] - ETA: 8:08 - loss: 421.5199 - logits_profile_predictions_loss: 356.3950 - logcount_predictions_loss: 5.1279 20/1594 [..............................] - ETA: 8:08 - loss: 421.4959 - logits_profile_predictions_loss: 356.8692 - logcount_predictions_loss: 5.0887 21/1594 [..............................] - ETA: 8:08 - loss: 421.3647 - logits_profile_predictions_loss: 357.2110 - logcount_predictions_loss: 5.0515 22/1594 [..............................] - ETA: 8:07 - loss: 421.2630 - logits_profile_predictions_loss: 357.5420 - logcount_predictions_loss: 5.0174 23/1594 [..............................] - ETA: 8:07 - loss: 421.2252 - logits_profile_predictions_loss: 357.8928 - logcount_predictions_loss: 4.9868 24/1594 [..............................] - ETA: 8:07 - loss: 421.2141 - logits_profile_predictions_loss: 358.2356 - logcount_predictions_loss: 4.9589 25/1594 [..............................] - ETA: 8:06 - loss: 421.1622 - logits_profile_predictions_loss: 358.5128 - logcount_predictions_loss: 4.9330 26/1594 [..............................] - ETA: 8:06 - loss: 421.1333 - logits_profile_predictions_loss: 358.7888 - logcount_predictions_loss: 4.9090 27/1594 [..............................] - ETA: 8:06 - loss: 421.0894 - logits_profile_predictions_loss: 359.0336 - logcount_predictions_loss: 4.8863 28/1594 [..............................] - ETA: 8:05 - loss: 421.0390 - logits_profile_predictions_loss: 359.2553 - logcount_predictions_loss: 4.8649 29/1594 [..............................] - ETA: 8:05 - loss: 420.9385 - logits_profile_predictions_loss: 359.4210 - logcount_predictions_loss: 4.8439 30/1594 [..............................] - ETA: 8:05 - loss: 420.8424 - logits_profile_predictions_loss: 359.5731 - logcount_predictions_loss: 4.8244 31/1594 [..............................] - ETA: 8:04 - loss: 420.7290 - logits_profile_predictions_loss: 359.6945 - logcount_predictions_loss: 4.8059 32/1594 [..............................] - ETA: 8:04 - loss: 420.6183 - logits_profile_predictions_loss: 359.8032 - logcount_predictions_loss: 4.7886 33/1594 [..............................] - ETA: 8:04 - loss: 420.5475 - logits_profile_predictions_loss: 359.9340 - logcount_predictions_loss: 4.7727 34/1594 [..............................] - ETA: 8:04 - loss: 420.4796 - logits_profile_predictions_loss: 360.0558 - logcount_predictions_loss: 4.7578 35/1594 [..............................] - ETA: 8:03 - loss: 420.4591 - logits_profile_predictions_loss: 360.2069 - logcount_predictions_loss: 4.7443 36/1594 [..............................] - ETA: 8:03 - loss: 420.4096 - logits_profile_predictions_loss: 360.3241 - logcount_predictions_loss: 4.7311 37/1594 [..............................] - ETA: 8:03 - loss: 420.3360 - logits_profile_predictions_loss: 360.4128 - logcount_predictions_loss: 4.7184 38/1594 [..............................] - ETA: 8:02 - loss: 420.2242 - logits_profile_predictions_loss: 360.4620 - logcount_predictions_loss: 4.7057 39/1594 [..............................] - ETA: 8:02 - loss: 420.1016 - logits_profile_predictions_loss: 360.4948 - logcount_predictions_loss: 4.6934 40/1594 [..............................] - ETA: 8:02 - loss: 419.9529 - logits_profile_predictions_loss: 360.4974 - logcount_predictions_loss: 4.6815 41/1594 [..............................] - ETA: 8:01 - loss: 419.8269 - logits_profile_predictions_loss: 360.5116 - logcount_predictions_loss: 4.6705 42/1594 [..............................] - ETA: 8:01 - loss: 419.7244 - logits_profile_predictions_loss: 360.5395 - logcount_predictions_loss: 4.6602 43/1594 [..............................] - ETA: 8:01 - loss: 419.6019 - logits_profile_predictions_loss: 360.5442 - logcount_predictions_loss: 4.6502 44/1594 [..............................] - ETA: 8:01 - loss: 419.4493 - logits_profile_predictions_loss: 360.5197 - logcount_predictions_loss: 4.6401 45/1594 [..............................] - ETA: 8:00 - loss: 419.2814 - logits_profile_predictions_loss: 360.4780 - logcount_predictions_loss: 4.6302 46/1594 [..............................] - ETA: 8:00 - loss: 419.1191 - logits_profile_predictions_loss: 360.4368 - logcount_predictions_loss: 4.6207 47/1594 [..............................] - ETA: 8:00 - loss: 418.9700 - logits_profile_predictions_loss: 360.4029 - logcount_predictions_loss: 4.6116 48/1594 [..............................] - ETA: 8:00 - loss: 418.8356 - logits_profile_predictions_loss: 360.3783 - logcount_predictions_loss: 4.6029 49/1594 [..............................] - ETA: 7:59 - loss: 418.6844 - logits_profile_predictions_loss: 360.3367 - logcount_predictions_loss: 4.5943 50/1594 [..............................] - ETA: 7:59 - loss: 418.5042 - logits_profile_predictions_loss: 360.2686 - logcount_predictions_loss: 4.5855 51/1594 [..............................] - ETA: 7:59 - loss: 418.3208 - logits_profile_predictions_loss: 360.1947 - logcount_predictions_loss: 4.5769 52/1594 [..............................] - ETA: 7:58 - loss: 418.1277 - logits_profile_predictions_loss: 360.1094 - logcount_predictions_loss: 4.5684 53/1594 [..............................] - ETA: 7:58 - loss: 417.9316 - logits_profile_predictions_loss: 360.0187 - logcount_predictions_loss: 4.5601 54/1594 [>.............................] - ETA: 7:58 - loss: 417.7454 - logits_profile_predictions_loss: 359.9334 - logcount_predictions_loss: 4.5521 55/1594 [>.............................] - ETA: 7:58 - loss: 417.5723 - logits_profile_predictions_loss: 359.8570 - logcount_predictions_loss: 4.5445 56/1594 [>.............................] - ETA: 7:57 - loss: 417.3915 - logits_profile_predictions_loss: 359.7717 - logcount_predictions_loss: 4.5370 57/1594 [>.............................] - ETA: 7:57 - loss: 417.2128 - logits_profile_predictions_loss: 359.6857 - logcount_predictions_loss: 4.5297 58/1594 [>.............................] - ETA: 7:57 - loss: 417.0361 - logits_profile_predictions_loss: 359.5992 - logcount_predictions_loss: 4.5226 59/1594 [>.............................] - ETA: 7:56 - loss: 416.8552 - logits_profile_predictions_loss: 359.5065 - logcount_predictions_loss: 4.5156 60/1594 [>.............................] - ETA: 7:56 - loss: 416.6689 - logits_profile_predictions_loss: 359.4081 - logcount_predictions_loss: 4.5087 61/1594 [>.............................] - ETA: 7:56 - loss: 416.4835 - logits_profile_predictions_loss: 359.3087 - logcount_predictions_loss: 4.5020 62/1594 [>.............................] - ETA: 7:56 - loss: 416.2969 - logits_profile_predictions_loss: 359.2063 - logcount_predictions_loss: 4.4953 63/1594 [>.............................] - ETA: 7:55 - loss: 416.1184 - logits_profile_predictions_loss: 359.1087 - logcount_predictions_loss: 4.4890 64/1594 [>.............................] - ETA: 7:55 - loss: 415.9400 - logits_profile_predictions_loss: 359.0098 - logcount_predictions_loss: 4.4827 65/1594 [>.............................] - ETA: 7:55 - loss: 415.7889 - logits_profile_predictions_loss: 358.9323 - logcount_predictions_loss: 4.4769 66/1594 [>.............................] - ETA: 7:55 - loss: 415.6367 - logits_profile_predictions_loss: 358.8525 - logcount_predictions_loss: 4.4712 67/1594 [>.............................] - ETA: 7:54 - loss: 415.4821 - logits_profile_predictions_loss: 358.7689 - logcount_predictions_loss: 4.4656 68/1594 [>.............................] - ETA: 7:54 - loss: 415.3294 - logits_profile_predictions_loss: 358.6860 - logcount_predictions_loss: 4.4601 69/1594 [>.............................] - ETA: 7:54 - loss: 415.1777 - logits_profile_predictions_loss: 358.6022 - logcount_predictions_loss: 4.4548 70/1594 [>.............................] - ETA: 7:54 - loss: 415.0272 - logits_profile_predictions_loss: 358.5180 - logcount_predictions_loss: 4.4495 71/1594 [>.............................] - ETA: 7:53 - loss: 414.8734 - logits_profile_predictions_loss: 358.4301 - logcount_predictions_loss: 4.4444 72/1594 [>.............................] - ETA: 7:53 - loss: 414.7204 - logits_profile_predictions_loss: 358.3415 - logcount_predictions_loss: 4.4393 73/1594 [>.............................] - ETA: 7:53 - loss: 414.5655 - logits_profile_predictions_loss: 358.2501 - logcount_predictions_loss: 4.4343 74/1594 [>.............................] - ETA: 7:53 - loss: 414.4188 - logits_profile_predictions_loss: 358.1646 - logcount_predictions_loss: 4.4295 75/1594 [>.............................] - ETA: 7:52 - loss: 414.2776 - logits_profile_predictions_loss: 358.0830 - logcount_predictions_loss: 4.4248 76/1594 [>.............................] - ETA: 7:52 - loss: 414.1416 - logits_profile_predictions_loss: 358.0050 - logcount_predictions_loss: 4.4202 77/1594 [>.............................] - ETA: 7:52 - loss: 414.0093 - logits_profile_predictions_loss: 357.9291 - logcount_predictions_loss: 4.4158 78/1594 [>.............................] - ETA: 7:51 - loss: 413.8711 - logits_profile_predictions_loss: 357.8469 - logcount_predictions_loss: 4.4113 79/1594 [>.............................] - ETA: 7:51 - loss: 413.7345 - logits_profile_predictions_loss: 357.7651 - logcount_predictions_loss: 4.4070 80/1594 [>.............................] - ETA: 7:51 - loss: 413.6061 - logits_profile_predictions_loss: 357.6890 - logcount_predictions_loss: 4.4029 81/1594 [>.............................] - ETA: 7:51 - loss: 413.4767 - logits_profile_predictions_loss: 357.6113 - logcount_predictions_loss: 4.3988 82/1594 [>.............................] - ETA: 7:50 - loss: 413.3457 - logits_profile_predictions_loss: 357.5316 - logcount_predictions_loss: 4.3948 83/1594 [>.............................] - ETA: 7:50 - loss: 413.2129 - logits_profile_predictions_loss: 357.4494 - logcount_predictions_loss: 4.3908 84/1594 [>.............................] - ETA: 7:50 - loss: 413.0846 - logits_profile_predictions_loss: 357.3701 - logcount_predictions_loss: 4.3870 85/1594 [>.............................] - ETA: 7:50 - loss: 412.9598 - logits_profile_predictions_loss: 357.2926 - logcount_predictions_loss: 4.3832 86/1594 [>.............................] - ETA: 7:49 - loss: 412.8373 - logits_profile_predictions_loss: 357.2164 - logcount_predictions_loss: 4.3796 87/1594 [>.............................] - ETA: 7:49 - loss: 412.7233 - logits_profile_predictions_loss: 357.1463 - logcount_predictions_loss: 4.3761 88/1594 [>.............................] - ETA: 7:49 - loss: 412.6129 - logits_profile_predictions_loss: 357.0788 - logcount_predictions_loss: 4.3728 89/1594 [>.............................] - ETA: 7:49 - loss: 412.5077 - logits_profile_predictions_loss: 357.0148 - logcount_predictions_loss: 4.3695 90/1594 [>.............................] - ETA: 7:48 - loss: 412.4047 - logits_profile_predictions_loss: 356.9522 - logcount_predictions_loss: 4.3663 91/1594 [>.............................] - ETA: 7:48 - loss: 412.2986 - logits_profile_predictions_loss: 356.8868 - logcount_predictions_loss: 4.3631 92/1594 [>.............................] - ETA: 7:48 - loss: 412.1857 - logits_profile_predictions_loss: 356.8153 - logcount_predictions_loss: 4.3599 93/1594 [>.............................] - ETA: 7:47 - loss: 412.0712 - logits_profile_predictions_loss: 356.7420 - logcount_predictions_loss: 4.3566 94/1594 [>.............................] - ETA: 7:47 - loss: 411.9529 - logits_profile_predictions_loss: 356.6652 - logcount_predictions_loss: 4.3534 95/1594 [>.............................] - ETA: 7:47 - loss: 411.8365 - logits_profile_predictions_loss: 356.5897 - logcount_predictions_loss: 4.3501 96/1594 [>.............................] - ETA: 7:47 - loss: 411.7238 - logits_profile_predictions_loss: 356.5168 - logcount_predictions_loss: 4.3470 97/1594 [>.............................] - ETA: 7:46 - loss: 411.6159 - logits_profile_predictions_loss: 356.4472 - logcount_predictions_loss: 4.3440 98/1594 [>.............................] - ETA: 7:46 - loss: 411.5131 - logits_profile_predictions_loss: 356.3815 - logcount_predictions_loss: 4.3411 99/1594 [>.............................] - ETA: 7:46 - loss: 411.4107 - logits_profile_predictions_loss: 356.3158 - logcount_predictions_loss: 4.3382 100/1594 [>.............................] - ETA: 7:46 - loss: 411.3074 - logits_profile_predictions_loss: 356.2489 - logcount_predictions_loss: 4.3353 101/1594 [>.............................] - ETA: 7:45 - loss: 411.2035 - logits_profile_predictions_loss: 356.1809 - logcount_predictions_loss: 4.3325 102/1594 [>.............................] - ETA: 7:45 - loss: 411.0988 - logits_profile_predictions_loss: 356.1120 - logcount_predictions_loss: 4.3297 103/1594 [>.............................] - ETA: 7:45 - loss: 410.9974 - logits_profile_predictions_loss: 356.0455 - logcount_predictions_loss: 4.3269 104/1594 [>.............................] - ETA: 7:45 - loss: 410.8930 - logits_profile_predictions_loss: 355.9760 - logcount_predictions_loss: 4.3242 105/1594 [>.............................] - ETA: 7:44 - loss: 410.7888 - logits_profile_predictions_loss: 355.9063 - logcount_predictions_loss: 4.3215 106/1594 [>.............................] - ETA: 7:44 - loss: 410.6838 - logits_profile_predictions_loss: 355.8355 - logcount_predictions_loss: 4.3188 107/1594 [=>............................] - ETA: 7:44 - loss: 410.5800 - logits_profile_predictions_loss: 355.7651 - logcount_predictions_loss: 4.3161 108/1594 [=>............................] - ETA: 7:43 - loss: 410.4772 - logits_profile_predictions_loss: 355.6954 - logcount_predictions_loss: 4.3135 109/1594 [=>............................] - ETA: 7:43 - loss: 410.3758 - logits_profile_predictions_loss: 355.6265 - logcount_predictions_loss: 4.3110 110/1594 [=>............................] - ETA: 7:43 - loss: 410.2724 - logits_profile_predictions_loss: 355.5558 - logcount_predictions_loss: 4.3084 111/1594 [=>............................] - ETA: 7:43 - loss: 410.1717 - logits_profile_predictions_loss: 355.4870 - logcount_predictions_loss: 4.3059 112/1594 [=>............................] - ETA: 7:42 - loss: 410.0727 - logits_profile_predictions_loss: 355.4194 - logcount_predictions_loss: 4.3034 113/1594 [=>............................] - ETA: 7:42 - loss: 409.9724 - logits_profile_predictions_loss: 355.3506 - logcount_predictions_loss: 4.3009 114/1594 [=>............................] - ETA: 7:42 - loss: 409.8756 - logits_profile_predictions_loss: 355.2845 - logcount_predictions_loss: 4.2985 115/1594 [=>............................] - ETA: 7:42 - loss: 409.7790 - logits_profile_predictions_loss: 355.2182 - logcount_predictions_loss: 4.2961 116/1594 [=>............................] - ETA: 7:41 - loss: 409.6822 - logits_profile_predictions_loss: 355.1514 - logcount_predictions_loss: 4.2938 117/1594 [=>............................] - ETA: 7:41 - loss: 409.5846 - logits_profile_predictions_loss: 355.0836 - logcount_predictions_loss: 4.2914 118/1594 [=>............................] - ETA: 7:41 - loss: 409.4912 - logits_profile_predictions_loss: 355.0189 - logcount_predictions_loss: 4.2892 119/1594 [=>............................] - ETA: 7:41 - loss: 409.4021 - logits_profile_predictions_loss: 354.9575 - logcount_predictions_loss: 4.2870 120/1594 [=>............................] - ETA: 7:40 - loss: 409.3120 - logits_profile_predictions_loss: 354.8948 - logcount_predictions_loss: 4.2848 121/1594 [=>............................] - ETA: 7:40 - loss: 409.2254 - logits_profile_predictions_loss: 354.8349 - logcount_predictions_loss: 4.2827 122/1594 [=>............................] - ETA: 7:40 - loss: 409.1413 - logits_profile_predictions_loss: 354.7767 - logcount_predictions_loss: 4.2807 123/1594 [=>............................] - ETA: 7:40 - loss: 409.0519 - logits_profile_predictions_loss: 354.7138 - logcount_predictions_loss: 4.2786 124/1594 [=>............................] - ETA: 7:39 - loss: 408.9609 - logits_profile_predictions_loss: 354.6494 - logcount_predictions_loss: 4.2765 125/1594 [=>............................] - ETA: 7:39 - loss: 408.8686 - logits_profile_predictions_loss: 354.5835 - logcount_predictions_loss: 4.2744 126/1594 [=>............................] - ETA: 7:39 - loss: 408.7798 - logits_profile_predictions_loss: 354.5203 - logcount_predictions_loss: 4.2724 127/1594 [=>............................] - ETA: 7:38 - loss: 408.6905 - logits_profile_predictions_loss: 354.4565 - logcount_predictions_loss: 4.2704 128/1594 [=>............................] - ETA: 7:38 - loss: 408.6015 - logits_profile_predictions_loss: 354.3927 - logcount_predictions_loss: 4.2684 129/1594 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[===========================>..] - ETA: 20s - loss: 385.5315 - logits_profile_predictions_loss: 335.5247 - logcount_predictions_loss: 3.9375 1534/1594 [===========================>..] - ETA: 20s - loss: 385.5224 - logits_profile_predictions_loss: 335.5196 - logcount_predictions_loss: 3.9372 1535/1594 [===========================>..] - ETA: 19s - loss: 385.5133 - logits_profile_predictions_loss: 335.5145 - logcount_predictions_loss: 3.9369 1536/1594 [===========================>..] - ETA: 19s - loss: 385.5042 - logits_profile_predictions_loss: 335.5094 - logcount_predictions_loss: 3.9366 1537/1594 [===========================>..] - ETA: 19s - loss: 385.4951 - logits_profile_predictions_loss: 335.5043 - logcount_predictions_loss: 3.9363 1538/1594 [===========================>..] - ETA: 18s - loss: 385.4860 - logits_profile_predictions_loss: 335.4992 - logcount_predictions_loss: 3.9360 1539/1594 [===========================>..] - ETA: 18s - loss: 385.4769 - 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[============================>.] - ETA: 11s - loss: 385.2918 - logits_profile_predictions_loss: 335.3913 - logcount_predictions_loss: 3.9292 1560/1594 [============================>.] - ETA: 11s - loss: 385.2825 - logits_profile_predictions_loss: 335.3862 - logcount_predictions_loss: 3.9288 1561/1594 [============================>.] - ETA: 11s - loss: 385.2732 - logits_profile_predictions_loss: 335.3811 - logcount_predictions_loss: 3.9285 1562/1594 [============================>.] - ETA: 10s - loss: 385.2638 - logits_profile_predictions_loss: 335.3760 - logcount_predictions_loss: 3.9282 1563/1594 [============================>.] - ETA: 10s - loss: 385.2545 - logits_profile_predictions_loss: 335.3709 - logcount_predictions_loss: 3.9278 1564/1594 [============================>.] - ETA: 10s - loss: 385.2451 - logits_profile_predictions_loss: 335.3658 - logcount_predictions_loss: 3.9275 1565/1594 [============================>.] - ETA: 9s - loss: 385.2358 - logits_profile_predictions_loss: 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[============================>.] - ETA: 0s - loss: 384.9828 - logits_profile_predictions_loss: 335.2257 - logcount_predictions_loss: 3.9179 1593/1594 [============================>.] - ETA: 0s - loss: 384.9733 - logits_profile_predictions_loss: 335.2207 - logcount_predictions_loss: 3.9175 1594/1594 [==============================] - ETA: 0s - loss: 384.9639 - logits_profile_predictions_loss: 335.2158 - logcount_predictions_loss: 3.9172 1594/1594 [==============================] - 855s 461ms/step - loss: 384.9545 - logits_profile_predictions_loss: 335.2109 - logcount_predictions_loss: 3.9168 - val_loss: 361.0094 - val_logits_profile_predictions_loss: 352.4620 - val_logcount_predictions_loss: 0.6730 Epoch 00001: val_loss improved from inf to 361.00943, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR608KJD//chrombpnet_model_feb15_fold_1/chrombpnet.h5 Epoch 2/50 1/1594 [..............................] - ETA: 8:23 - loss: 292.4180 - 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[..............................] - ETA: 8:10 - loss: 315.1255 - logits_profile_predictions_loss: 306.7911 - logcount_predictions_loss: 0.6563 9/1594 [..............................] - ETA: 8:09 - loss: 316.1887 - logits_profile_predictions_loss: 307.8264 - logcount_predictions_loss: 0.6585 10/1594 [..............................] - ETA: 8:09 - loss: 317.0935 - logits_profile_predictions_loss: 308.7103 - logcount_predictions_loss: 0.6601 11/1594 [..............................] - ETA: 8:09 - loss: 317.9749 - logits_profile_predictions_loss: 309.5627 - logcount_predictions_loss: 0.6624 12/1594 [..............................] - ETA: 8:09 - loss: 318.9622 - logits_profile_predictions_loss: 310.5221 - logcount_predictions_loss: 0.6646 13/1594 [..............................] - ETA: 8:08 - loss: 319.4769 - logits_profile_predictions_loss: 311.0057 - logcount_predictions_loss: 0.6670 14/1594 [..............................] - ETA: 8:08 - loss: 320.0176 - logits_profile_predictions_loss: 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[..............................] - ETA: 8:01 - loss: 325.7707 - logits_profile_predictions_loss: 316.9902 - logcount_predictions_loss: 0.6914 42/1594 [..............................] - ETA: 8:01 - loss: 325.8186 - logits_profile_predictions_loss: 317.0378 - logcount_predictions_loss: 0.6914 43/1594 [..............................] - ETA: 8:01 - loss: 325.8662 - logits_profile_predictions_loss: 317.0837 - logcount_predictions_loss: 0.6915 44/1594 [..............................] - ETA: 8:01 - loss: 325.9047 - logits_profile_predictions_loss: 317.1200 - logcount_predictions_loss: 0.6917 45/1594 [..............................] - ETA: 8:00 - loss: 325.9632 - logits_profile_predictions_loss: 317.1766 - logcount_predictions_loss: 0.6919 46/1594 [..............................] - ETA: 8:00 - loss: 326.0296 - logits_profile_predictions_loss: 317.2417 - logcount_predictions_loss: 0.6920 47/1594 [..............................] - ETA: 8:00 - loss: 326.0994 - logits_profile_predictions_loss: 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logits_profile_predictions_loss: 318.0435 - logcount_predictions_loss: 0.6933 218/1594 [===>..........................] - ETA: 7:17 - loss: 326.8412 - logits_profile_predictions_loss: 318.0364 - logcount_predictions_loss: 0.6933 219/1594 [===>..........................] - ETA: 7:17 - loss: 326.8333 - logits_profile_predictions_loss: 318.0292 - logcount_predictions_loss: 0.6932 220/1594 [===>..........................] - ETA: 7:16 - loss: 326.8253 - logits_profile_predictions_loss: 318.0219 - logcount_predictions_loss: 0.6932 221/1594 [===>..........................] - ETA: 7:16 - loss: 326.8179 - logits_profile_predictions_loss: 318.0153 - logcount_predictions_loss: 0.6931 222/1594 [===>..........................] - ETA: 7:16 - loss: 326.8107 - logits_profile_predictions_loss: 318.0088 - logcount_predictions_loss: 0.6931 223/1594 [===>..........................] - ETA: 7:16 - loss: 326.8046 - logits_profile_predictions_loss: 318.0034 - logcount_predictions_loss: 0.6930 224/1594 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logits_profile_predictions_loss: 317.9579 - logcount_predictions_loss: 0.6926 231/1594 [===>..........................] - ETA: 7:14 - loss: 326.7450 - logits_profile_predictions_loss: 317.9499 - logcount_predictions_loss: 0.6925 232/1594 [===>..........................] - ETA: 7:14 - loss: 326.7369 - logits_profile_predictions_loss: 317.9427 - logcount_predictions_loss: 0.6925 233/1594 [===>..........................] - ETA: 7:13 - loss: 326.7295 - logits_profile_predictions_loss: 317.9362 - logcount_predictions_loss: 0.6924 234/1594 [===>..........................] - ETA: 7:13 - loss: 326.7223 - logits_profile_predictions_loss: 317.9298 - logcount_predictions_loss: 0.6923 235/1594 [===>..........................] - ETA: 7:13 - loss: 326.7154 - logits_profile_predictions_loss: 317.9239 - logcount_predictions_loss: 0.6922 236/1594 [===>..........................] - ETA: 7:13 - loss: 326.7090 - logits_profile_predictions_loss: 317.9183 - logcount_predictions_loss: 0.6922 237/1594 [===>..........................] - ETA: 7:12 - loss: 326.7031 - logits_profile_predictions_loss: 317.9133 - logcount_predictions_loss: 0.6921 238/1594 [===>..........................] - ETA: 7:12 - loss: 326.6972 - logits_profile_predictions_loss: 317.9082 - logcount_predictions_loss: 0.6920 239/1594 [===>..........................] - ETA: 7:12 - loss: 326.6914 - logits_profile_predictions_loss: 317.9033 - logcount_predictions_loss: 0.6920 240/1594 [===>..........................] - ETA: 7:12 - loss: 326.6857 - logits_profile_predictions_loss: 317.8984 - logcount_predictions_loss: 0.6919 241/1594 [===>..........................] - ETA: 7:11 - loss: 326.6804 - logits_profile_predictions_loss: 317.8940 - logcount_predictions_loss: 0.6918 242/1594 [===>..........................] - ETA: 7:11 - loss: 326.6752 - logits_profile_predictions_loss: 317.8896 - logcount_predictions_loss: 0.6918 243/1594 [===>..........................] - ETA: 7:11 - loss: 326.6699 - logits_profile_predictions_loss: 317.8850 - logcount_predictions_loss: 0.6917 244/1594 [===>..........................] - ETA: 7:11 - loss: 326.6648 - logits_profile_predictions_loss: 317.8808 - logcount_predictions_loss: 0.6916 245/1594 [===>..........................] - ETA: 7:10 - loss: 326.6605 - logits_profile_predictions_loss: 317.8774 - logcount_predictions_loss: 0.6916 246/1594 [===>..........................] - ETA: 7:10 - loss: 326.6563 - logits_profile_predictions_loss: 317.8741 - logcount_predictions_loss: 0.6915 247/1594 [===>..........................] - ETA: 7:10 - loss: 326.6515 - logits_profile_predictions_loss: 317.8703 - logcount_predictions_loss: 0.6914 248/1594 [===>..........................] - ETA: 7:10 - loss: 326.6472 - logits_profile_predictions_loss: 317.8669 - logcount_predictions_loss: 0.6914 249/1594 [===>..........................] - ETA: 7:09 - loss: 326.6430 - logits_profile_predictions_loss: 317.8636 - logcount_predictions_loss: 0.6913 250/1594 [===>..........................] - ETA: 7:09 - loss: 326.6391 - logits_profile_predictions_loss: 317.8606 - logcount_predictions_loss: 0.6912 251/1594 [===>..........................] - ETA: 7:09 - loss: 326.6348 - logits_profile_predictions_loss: 317.8573 - logcount_predictions_loss: 0.6911 252/1594 [===>..........................] - ETA: 7:09 - loss: 326.6309 - logits_profile_predictions_loss: 317.8544 - logcount_predictions_loss: 0.6911 253/1594 [===>..........................] - ETA: 7:08 - loss: 326.6278 - logits_profile_predictions_loss: 317.8522 - logcount_predictions_loss: 0.6910 254/1594 [===>..........................] - ETA: 7:08 - loss: 326.6245 - logits_profile_predictions_loss: 317.8500 - logcount_predictions_loss: 0.6909 255/1594 [===>..........................] - ETA: 7:08 - loss: 326.6209 - logits_profile_predictions_loss: 317.8475 - logcount_predictions_loss: 0.6908 256/1594 [===>..........................] - ETA: 7:08 - loss: 326.6175 - logits_profile_predictions_loss: 317.8450 - logcount_predictions_loss: 0.6907 257/1594 [===>..........................] - ETA: 7:07 - loss: 326.6138 - logits_profile_predictions_loss: 317.8424 - logcount_predictions_loss: 0.6907 258/1594 [===>..........................] - ETA: 7:07 - loss: 326.6106 - logits_profile_predictions_loss: 317.8403 - logcount_predictions_loss: 0.6906 259/1594 [===>..........................] - ETA: 7:07 - loss: 326.6077 - logits_profile_predictions_loss: 317.8384 - logcount_predictions_loss: 0.6905 260/1594 [===>..........................] - ETA: 7:07 - loss: 326.6048 - logits_profile_predictions_loss: 317.8365 - logcount_predictions_loss: 0.6904 261/1594 [===>..........................] - ETA: 7:06 - loss: 326.6018 - logits_profile_predictions_loss: 317.8347 - logcount_predictions_loss: 0.6903 262/1594 [===>..........................] - ETA: 7:06 - loss: 326.5988 - logits_profile_predictions_loss: 317.8328 - logcount_predictions_loss: 0.6902 263/1594 [===>..........................] - ETA: 7:06 - loss: 326.5957 - logits_profile_predictions_loss: 317.8308 - logcount_predictions_loss: 0.6901 264/1594 [===>..........................] - ETA: 7:06 - loss: 326.5928 - logits_profile_predictions_loss: 317.8291 - logcount_predictions_loss: 0.6901 265/1594 [===>..........................] - ETA: 7:05 - loss: 326.5901 - logits_profile_predictions_loss: 317.8274 - logcount_predictions_loss: 0.6900 266/1594 [====>.........................] - ETA: 7:05 - loss: 326.5869 - logits_profile_predictions_loss: 317.8254 - logcount_predictions_loss: 0.6899 267/1594 [====>.........................] - ETA: 7:05 - loss: 326.5839 - logits_profile_predictions_loss: 317.8235 - logcount_predictions_loss: 0.6898 268/1594 [====>.........................] - ETA: 7:05 - loss: 326.5809 - logits_profile_predictions_loss: 317.8216 - logcount_predictions_loss: 0.6897 269/1594 [====>.........................] - ETA: 7:04 - loss: 326.5777 - 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[====>.........................] - ETA: 7:02 - loss: 326.5513 - logits_profile_predictions_loss: 317.8009 - logcount_predictions_loss: 0.6890 277/1594 [====>.........................] - ETA: 7:02 - loss: 326.5480 - logits_profile_predictions_loss: 317.7986 - logcount_predictions_loss: 0.6889 278/1594 [====>.........................] - ETA: 7:02 - loss: 326.5449 - logits_profile_predictions_loss: 317.7966 - logcount_predictions_loss: 0.6888 279/1594 [====>.........................] - ETA: 7:02 - loss: 326.5420 - logits_profile_predictions_loss: 317.7947 - logcount_predictions_loss: 0.6888 280/1594 [====>.........................] - ETA: 7:01 - loss: 326.5389 - logits_profile_predictions_loss: 317.7926 - logcount_predictions_loss: 0.6887 281/1594 [====>.........................] - ETA: 7:01 - loss: 326.5357 - logits_profile_predictions_loss: 317.7905 - logcount_predictions_loss: 0.6886 282/1594 [====>.........................] - ETA: 7:01 - loss: 326.5331 - logits_profile_predictions_loss: 317.7889 - logcount_predictions_loss: 0.6885 283/1594 [====>.........................] - ETA: 7:01 - loss: 326.5304 - logits_profile_predictions_loss: 317.7872 - logcount_predictions_loss: 0.6884 284/1594 [====>.........................] - ETA: 7:00 - loss: 326.5274 - logits_profile_predictions_loss: 317.7852 - logcount_predictions_loss: 0.6884 285/1594 [====>.........................] - ETA: 7:00 - loss: 326.5248 - logits_profile_predictions_loss: 317.7835 - logcount_predictions_loss: 0.6883 286/1594 [====>.........................] - ETA: 7:00 - loss: 326.5220 - logits_profile_predictions_loss: 317.7817 - logcount_predictions_loss: 0.6882 287/1594 [====>.........................] - ETA: 6:59 - loss: 326.5191 - logits_profile_predictions_loss: 317.7798 - logcount_predictions_loss: 0.6881 288/1594 [====>.........................] - ETA: 6:59 - loss: 326.5163 - logits_profile_predictions_loss: 317.7780 - logcount_predictions_loss: 0.6880 289/1594 [====>.........................] - ETA: 6:59 - loss: 326.5137 - logits_profile_predictions_loss: 317.7764 - logcount_predictions_loss: 0.6880 290/1594 [====>.........................] - ETA: 6:59 - loss: 326.5114 - logits_profile_predictions_loss: 317.7750 - logcount_predictions_loss: 0.6879 291/1594 [====>.........................] - ETA: 6:58 - loss: 326.5086 - logits_profile_predictions_loss: 317.7731 - logcount_predictions_loss: 0.6878 292/1594 [====>.........................] - ETA: 6:58 - loss: 326.5054 - logits_profile_predictions_loss: 317.7709 - logcount_predictions_loss: 0.6878 293/1594 [====>.........................] - ETA: 6:58 - loss: 326.5023 - logits_profile_predictions_loss: 317.7686 - logcount_predictions_loss: 0.6877 294/1594 [====>.........................] - ETA: 6:58 - loss: 326.4990 - logits_profile_predictions_loss: 317.7663 - logcount_predictions_loss: 0.6876 295/1594 [====>.........................] - ETA: 6:57 - loss: 326.4954 - logits_profile_predictions_loss: 317.7636 - logcount_predictions_loss: 0.6875 296/1594 [====>.........................] - ETA: 6:57 - loss: 326.4921 - logits_profile_predictions_loss: 317.7612 - logcount_predictions_loss: 0.6875 297/1594 [====>.........................] - ETA: 6:57 - loss: 326.4891 - logits_profile_predictions_loss: 317.7591 - logcount_predictions_loss: 0.6874 298/1594 [====>.........................] - ETA: 6:56 - loss: 326.4862 - logits_profile_predictions_loss: 317.7571 - logcount_predictions_loss: 0.6873 299/1594 [====>.........................] - ETA: 6:56 - loss: 326.4834 - logits_profile_predictions_loss: 317.7552 - logcount_predictions_loss: 0.6873 300/1594 [====>.........................] - ETA: 6:56 - loss: 326.4802 - logits_profile_predictions_loss: 317.7529 - logcount_predictions_loss: 0.6872 301/1594 [====>.........................] - ETA: 6:56 - loss: 326.4775 - logits_profile_predictions_loss: 317.7511 - logcount_predictions_loss: 0.6871 302/1594 [====>.........................] - ETA: 6:55 - loss: 326.4752 - logits_profile_predictions_loss: 317.7496 - logcount_predictions_loss: 0.6870 303/1594 [====>.........................] - ETA: 6:55 - loss: 326.4735 - logits_profile_predictions_loss: 317.7488 - logcount_predictions_loss: 0.6870 304/1594 [====>.........................] - ETA: 6:55 - loss: 326.4718 - logits_profile_predictions_loss: 317.7480 - logcount_predictions_loss: 0.6869 305/1594 [====>.........................] - ETA: 6:55 - loss: 326.4701 - logits_profile_predictions_loss: 317.7472 - logcount_predictions_loss: 0.6868 306/1594 [====>.........................] - ETA: 6:54 - loss: 326.4682 - logits_profile_predictions_loss: 317.7461 - logcount_predictions_loss: 0.6868 307/1594 [====>.........................] - ETA: 6:54 - loss: 326.4663 - logits_profile_predictions_loss: 317.7451 - logcount_predictions_loss: 0.6867 308/1594 [====>.........................] - ETA: 6:54 - loss: 326.4643 - logits_profile_predictions_loss: 317.7439 - logcount_predictions_loss: 0.6866 309/1594 [====>.........................] - ETA: 6:53 - loss: 326.4624 - logits_profile_predictions_loss: 317.7429 - logcount_predictions_loss: 0.6866 310/1594 [====>.........................] - ETA: 6:53 - loss: 326.4605 - logits_profile_predictions_loss: 317.7419 - logcount_predictions_loss: 0.6865 311/1594 [====>.........................] - ETA: 6:53 - loss: 326.4584 - logits_profile_predictions_loss: 317.7407 - logcount_predictions_loss: 0.6864 312/1594 [====>.........................] - ETA: 6:53 - loss: 326.4559 - logits_profile_predictions_loss: 317.7392 - logcount_predictions_loss: 0.6864 313/1594 [====>.........................] - ETA: 6:52 - loss: 326.4531 - logits_profile_predictions_loss: 317.7373 - logcount_predictions_loss: 0.6863 314/1594 [====>.........................] - ETA: 6:52 - loss: 326.4501 - logits_profile_predictions_loss: 317.7352 - logcount_predictions_loss: 0.6862 315/1594 [====>.........................] - ETA: 6:52 - loss: 326.4469 - logits_profile_predictions_loss: 317.7329 - logcount_predictions_loss: 0.6861 316/1594 [====>.........................] - ETA: 6:52 - loss: 326.4439 - logits_profile_predictions_loss: 317.7309 - logcount_predictions_loss: 0.6861 317/1594 [====>.........................] - ETA: 6:51 - loss: 326.4406 - logits_profile_predictions_loss: 317.7286 - logcount_predictions_loss: 0.6860 318/1594 [====>.........................] - ETA: 6:51 - loss: 326.4371 - logits_profile_predictions_loss: 317.7261 - logcount_predictions_loss: 0.6859 319/1594 [=====>........................] - ETA: 6:51 - loss: 326.4335 - logits_profile_predictions_loss: 317.7234 - logcount_predictions_loss: 0.6858 320/1594 [=====>........................] - ETA: 6:50 - loss: 326.4299 - logits_profile_predictions_loss: 317.7207 - logcount_predictions_loss: 0.6858 321/1594 [=====>........................] - ETA: 6:50 - loss: 326.4262 - logits_profile_predictions_loss: 317.7179 - logcount_predictions_loss: 0.6857 322/1594 [=====>........................] - ETA: 6:50 - loss: 326.4227 - logits_profile_predictions_loss: 317.7154 - logcount_predictions_loss: 0.6856 323/1594 [=====>........................] - ETA: 6:50 - loss: 326.4191 - logits_profile_predictions_loss: 317.7127 - logcount_predictions_loss: 0.6855 324/1594 [=====>........................] - ETA: 6:49 - loss: 326.4160 - logits_profile_predictions_loss: 317.7105 - logcount_predictions_loss: 0.6855 325/1594 [=====>........................] - ETA: 6:49 - loss: 326.4130 - logits_profile_predictions_loss: 317.7083 - logcount_predictions_loss: 0.6854 326/1594 [=====>........................] - ETA: 6:49 - loss: 326.4102 - logits_profile_predictions_loss: 317.7064 - logcount_predictions_loss: 0.6853 327/1594 [=====>........................] - ETA: 6:48 - loss: 326.4072 - logits_profile_predictions_loss: 317.7043 - logcount_predictions_loss: 0.6853 328/1594 [=====>........................] - ETA: 6:48 - loss: 326.4043 - logits_profile_predictions_loss: 317.7024 - logcount_predictions_loss: 0.6852 329/1594 [=====>........................] - ETA: 6:48 - loss: 326.4014 - logits_profile_predictions_loss: 317.7003 - logcount_predictions_loss: 0.6851 330/1594 [=====>........................] - ETA: 6:48 - loss: 326.3987 - logits_profile_predictions_loss: 317.6985 - logcount_predictions_loss: 0.6850 331/1594 [=====>........................] - ETA: 6:47 - loss: 326.3961 - logits_profile_predictions_loss: 317.6968 - logcount_predictions_loss: 0.6850 332/1594 [=====>........................] - ETA: 6:47 - loss: 326.3937 - logits_profile_predictions_loss: 317.6952 - logcount_predictions_loss: 0.6849 333/1594 [=====>........................] - ETA: 6:47 - loss: 326.3913 - logits_profile_predictions_loss: 317.6937 - logcount_predictions_loss: 0.6848 334/1594 [=====>........................] - ETA: 6:46 - loss: 326.3892 - logits_profile_predictions_loss: 317.6924 - logcount_predictions_loss: 0.6848 335/1594 [=====>........................] - ETA: 6:46 - loss: 326.3871 - logits_profile_predictions_loss: 317.6912 - logcount_predictions_loss: 0.6847 336/1594 [=====>........................] - ETA: 6:46 - loss: 326.3849 - logits_profile_predictions_loss: 317.6899 - logcount_predictions_loss: 0.6846 337/1594 [=====>........................] - ETA: 6:46 - loss: 326.3827 - logits_profile_predictions_loss: 317.6886 - logcount_predictions_loss: 0.6846 338/1594 [=====>........................] - ETA: 6:45 - loss: 326.3806 - logits_profile_predictions_loss: 317.6874 - logcount_predictions_loss: 0.6845 339/1594 [=====>........................] - ETA: 6:45 - loss: 326.3785 - logits_profile_predictions_loss: 317.6862 - logcount_predictions_loss: 0.6844 340/1594 [=====>........................] - ETA: 6:45 - loss: 326.3764 - logits_profile_predictions_loss: 317.6849 - logcount_predictions_loss: 0.6844 341/1594 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353.4293 - val_logits_profile_predictions_loss: 346.8010 - val_logcount_predictions_loss: 0.5219 Epoch 00002: val_loss improved from 361.00943 to 353.42932, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR608KJD//chrombpnet_model_feb15_fold_1/chrombpnet.h5 Epoch 3/50 1/1594 [..............................] - ETA: 8:31 - loss: 278.8794 - logits_profile_predictions_loss: 273.1199 - logcount_predictions_loss: 0.4535 2/1594 [..............................] - ETA: 8:20 - loss: 290.8138 - logits_profile_predictions_loss: 284.5823 - logcount_predictions_loss: 0.4907 3/1594 [..............................] - ETA: 8:20 - loss: 303.6624 - logits_profile_predictions_loss: 297.3960 - logcount_predictions_loss: 0.4934 4/1594 [..............................] - ETA: 8:21 - loss: 306.8739 - logits_profile_predictions_loss: 300.5792 - logcount_predictions_loss: 0.4956 5/1594 [..............................] - ETA: 8:20 - loss: 309.4009 - logits_profile_predictions_loss: 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[====>.........................] - ETA: 7:13 - loss: 321.4193 - logits_profile_predictions_loss: 314.2712 - logcount_predictions_loss: 0.5628 281/1594 [====>.........................] - ETA: 7:13 - loss: 321.4157 - logits_profile_predictions_loss: 314.2681 - logcount_predictions_loss: 0.5628 282/1594 [====>.........................] - ETA: 7:13 - loss: 321.4125 - logits_profile_predictions_loss: 314.2652 - logcount_predictions_loss: 0.5628 283/1594 [====>.........................] - ETA: 7:12 - loss: 321.4090 - logits_profile_predictions_loss: 314.2621 - logcount_predictions_loss: 0.5627 284/1594 [====>.........................] - ETA: 7:12 - loss: 321.4053 - logits_profile_predictions_loss: 314.2589 - logcount_predictions_loss: 0.5627 285/1594 [====>.........................] - ETA: 7:12 - loss: 321.4015 - logits_profile_predictions_loss: 314.2555 - logcount_predictions_loss: 0.5627 286/1594 [====>.........................] - ETA: 7:11 - loss: 321.3979 - 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[============================>.] - ETA: 13s - loss: 320.1626 - logits_profile_predictions_loss: 313.1974 - logcount_predictions_loss: 0.5485 1555/1594 [============================>.] - ETA: 12s - loss: 320.1621 - logits_profile_predictions_loss: 313.1970 - logcount_predictions_loss: 0.5485 1556/1594 [============================>.] - ETA: 12s - loss: 320.1616 - logits_profile_predictions_loss: 313.1966 - logcount_predictions_loss: 0.5484 1557/1594 [============================>.] - ETA: 12s - loss: 320.1611 - logits_profile_predictions_loss: 313.1962 - logcount_predictions_loss: 0.5484 1558/1594 [============================>.] - ETA: 11s - loss: 320.1606 - logits_profile_predictions_loss: 313.1957 - logcount_predictions_loss: 0.5484 1559/1594 [============================>.] - ETA: 11s - loss: 320.1601 - logits_profile_predictions_loss: 313.1953 - logcount_predictions_loss: 0.5484 1560/1594 [============================>.] - ETA: 11s - loss: 320.1596 - 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[============================>.] - ETA: 8s - loss: 320.1563 - logits_profile_predictions_loss: 313.1922 - logcount_predictions_loss: 0.5484 1568/1594 [============================>.] - ETA: 8s - loss: 320.1558 - logits_profile_predictions_loss: 313.1918 - logcount_predictions_loss: 0.5484 1569/1594 [============================>.] - ETA: 8s - loss: 320.1553 - logits_profile_predictions_loss: 313.1914 - logcount_predictions_loss: 0.5484 1570/1594 [============================>.] - ETA: 7s - loss: 320.1549 - logits_profile_predictions_loss: 313.1910 - logcount_predictions_loss: 0.5484 1571/1594 [============================>.] - ETA: 7s - loss: 320.1545 - logits_profile_predictions_loss: 313.1907 - logcount_predictions_loss: 0.5483 1572/1594 [============================>.] - ETA: 7s - loss: 320.1540 - logits_profile_predictions_loss: 313.1903 - logcount_predictions_loss: 0.5483 1573/1594 [============================>.] - ETA: 6s - loss: 320.1536 - logits_profile_predictions_loss: 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logits_profile_predictions_loss: 313.1829 - logcount_predictions_loss: 0.5482 1594/1594 [==============================] - ETA: 0s - loss: 320.1443 - logits_profile_predictions_loss: 313.1825 - logcount_predictions_loss: 0.5482 1594/1594 [==============================] - 556s 349ms/step - loss: 320.1439 - logits_profile_predictions_loss: 313.1822 - logcount_predictions_loss: 0.5482 - val_loss: 353.1750 - val_logits_profile_predictions_loss: 345.8845 - val_logcount_predictions_loss: 0.5741 Epoch 00003: val_loss improved from 353.42932 to 353.17502, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR608KJD//chrombpnet_model_feb15_fold_1/chrombpnet.h5 Epoch 4/50 1/1594 [..............................] - ETA: 8:28 - loss: 346.6032 - logits_profile_predictions_loss: 341.2315 - logcount_predictions_loss: 0.4230 2/1594 [..............................] - ETA: 8:19 - loss: 331.4388 - logits_profile_predictions_loss: 325.2363 - logcount_predictions_loss: 0.4884 3/1594 [..............................] - ETA: 8:20 - loss: 319.9869 - logits_profile_predictions_loss: 313.6993 - logcount_predictions_loss: 0.4951 4/1594 [..............................] - ETA: 8:21 - loss: 313.9746 - logits_profile_predictions_loss: 307.5701 - logcount_predictions_loss: 0.5043 5/1594 [..............................] - ETA: 8:21 - loss: 312.1343 - logits_profile_predictions_loss: 305.5400 - logcount_predictions_loss: 0.5192 6/1594 [..............................] - ETA: 8:21 - loss: 310.9087 - logits_profile_predictions_loss: 304.1822 - logcount_predictions_loss: 0.5296 7/1594 [..............................] - ETA: 8:21 - loss: 310.8699 - logits_profile_predictions_loss: 304.0837 - logcount_predictions_loss: 0.5343 8/1594 [..............................] - ETA: 8:21 - loss: 310.9393 - logits_profile_predictions_loss: 304.0865 - logcount_predictions_loss: 0.5396 9/1594 [..............................] - ETA: 8:20 - loss: 311.1017 - logits_profile_predictions_loss: 304.1806 - logcount_predictions_loss: 0.5450 10/1594 [..............................] - ETA: 8:20 - loss: 311.7910 - logits_profile_predictions_loss: 304.8334 - logcount_predictions_loss: 0.5478 11/1594 [..............................] - ETA: 8:20 - loss: 312.3366 - logits_profile_predictions_loss: 305.3630 - logcount_predictions_loss: 0.5491 12/1594 [..............................] - ETA: 8:20 - loss: 312.7426 - logits_profile_predictions_loss: 305.7610 - logcount_predictions_loss: 0.5497 13/1594 [..............................] - ETA: 8:20 - loss: 313.1240 - logits_profile_predictions_loss: 306.1290 - logcount_predictions_loss: 0.5508 14/1594 [..............................] - ETA: 8:20 - loss: 313.4352 - logits_profile_predictions_loss: 306.4214 - logcount_predictions_loss: 0.5523 15/1594 [..............................] - ETA: 8:19 - loss: 313.6384 - logits_profile_predictions_loss: 306.6060 - logcount_predictions_loss: 0.5537 16/1594 [..............................] - ETA: 8:19 - loss: 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[..............................] - ETA: 8:18 - loss: 316.2341 - logits_profile_predictions_loss: 309.1853 - logcount_predictions_loss: 0.5550 24/1594 [..............................] - ETA: 8:18 - loss: 316.3169 - logits_profile_predictions_loss: 309.2734 - logcount_predictions_loss: 0.5546 25/1594 [..............................] - ETA: 8:17 - loss: 316.3547 - logits_profile_predictions_loss: 309.3174 - logcount_predictions_loss: 0.5541 26/1594 [..............................] - ETA: 8:17 - loss: 316.4277 - logits_profile_predictions_loss: 309.3968 - logcount_predictions_loss: 0.5536 27/1594 [..............................] - ETA: 8:17 - loss: 316.4372 - logits_profile_predictions_loss: 309.4139 - logcount_predictions_loss: 0.5530 28/1594 [..............................] - ETA: 8:17 - loss: 316.4218 - logits_profile_predictions_loss: 309.4057 - logcount_predictions_loss: 0.5524 29/1594 [..............................] - ETA: 8:17 - loss: 316.4108 - logits_profile_predictions_loss: 309.4027 - logcount_predictions_loss: 0.5518 30/1594 [..............................] - ETA: 8:16 - loss: 316.3639 - logits_profile_predictions_loss: 309.3622 - logcount_predictions_loss: 0.5513 31/1594 [..............................] - ETA: 8:16 - loss: 316.3238 - logits_profile_predictions_loss: 309.3279 - logcount_predictions_loss: 0.5509 32/1594 [..............................] - ETA: 8:16 - loss: 316.2702 - logits_profile_predictions_loss: 309.2809 - logcount_predictions_loss: 0.5503 33/1594 [..............................] - ETA: 8:16 - loss: 316.2507 - logits_profile_predictions_loss: 309.2692 - logcount_predictions_loss: 0.5497 34/1594 [..............................] - ETA: 8:16 - loss: 316.2521 - logits_profile_predictions_loss: 309.2797 - logcount_predictions_loss: 0.5490 35/1594 [..............................] - ETA: 8:15 - loss: 316.2730 - logits_profile_predictions_loss: 309.3113 - logcount_predictions_loss: 0.5482 36/1594 [..............................] - ETA: 8:15 - 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[>.............................] - ETA: 8:12 - loss: 317.6981 - logits_profile_predictions_loss: 310.9299 - logcount_predictions_loss: 0.5329 57/1594 [>.............................] - ETA: 8:12 - loss: 317.7485 - logits_profile_predictions_loss: 310.9874 - logcount_predictions_loss: 0.5324 58/1594 [>.............................] - ETA: 8:12 - loss: 317.7934 - logits_profile_predictions_loss: 311.0387 - logcount_predictions_loss: 0.5319 59/1594 [>.............................] - ETA: 8:12 - loss: 317.8479 - logits_profile_predictions_loss: 311.0990 - logcount_predictions_loss: 0.5314 60/1594 [>.............................] - ETA: 8:12 - loss: 317.8931 - logits_profile_predictions_loss: 311.1500 - logcount_predictions_loss: 0.5309 61/1594 [>.............................] - ETA: 8:12 - loss: 317.9353 - logits_profile_predictions_loss: 311.1979 - logcount_predictions_loss: 0.5305 62/1594 [>.............................] - ETA: 8:11 - loss: 317.9844 - logits_profile_predictions_loss: 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[=====>........................] - ETA: 6:54 - loss: 318.8435 - logits_profile_predictions_loss: 312.3704 - logcount_predictions_loss: 0.5097 344/1594 [=====>........................] - ETA: 6:54 - loss: 318.8404 - logits_profile_predictions_loss: 312.3673 - logcount_predictions_loss: 0.5097 345/1594 [=====>........................] - ETA: 6:53 - loss: 318.8370 - logits_profile_predictions_loss: 312.3639 - logcount_predictions_loss: 0.5097 346/1594 [=====>........................] - ETA: 6:53 - loss: 318.8334 - logits_profile_predictions_loss: 312.3603 - logcount_predictions_loss: 0.5097 347/1594 [=====>........................] - ETA: 6:53 - loss: 318.8299 - logits_profile_predictions_loss: 312.3568 - logcount_predictions_loss: 0.5097 348/1594 [=====>........................] - ETA: 6:52 - loss: 318.8263 - logits_profile_predictions_loss: 312.3532 - logcount_predictions_loss: 0.5097 349/1594 [=====>........................] - ETA: 6:52 - loss: 318.8225 - 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[=====>........................] - ETA: 6:50 - loss: 318.7996 - logits_profile_predictions_loss: 312.3265 - logcount_predictions_loss: 0.5097 357/1594 [=====>........................] - ETA: 6:49 - loss: 318.7968 - logits_profile_predictions_loss: 312.3235 - logcount_predictions_loss: 0.5097 358/1594 [=====>........................] - ETA: 6:49 - loss: 318.7940 - logits_profile_predictions_loss: 312.3207 - logcount_predictions_loss: 0.5097 359/1594 [=====>........................] - ETA: 6:49 - loss: 318.7913 - logits_profile_predictions_loss: 312.3180 - logcount_predictions_loss: 0.5097 360/1594 [=====>........................] - ETA: 6:49 - loss: 318.7886 - logits_profile_predictions_loss: 312.3154 - logcount_predictions_loss: 0.5097 361/1594 [=====>........................] - ETA: 6:48 - loss: 318.7862 - logits_profile_predictions_loss: 312.3129 - logcount_predictions_loss: 0.5097 362/1594 [=====>........................] - ETA: 6:48 - loss: 318.7835 - 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logits_profile_predictions_loss: 311.6870 - logcount_predictions_loss: 0.5104 1592/1594 [============================>.] - ETA: 0s - loss: 318.1692 - logits_profile_predictions_loss: 311.6868 - logcount_predictions_loss: 0.5104 1593/1594 [============================>.] - ETA: 0s - loss: 318.1689 - logits_profile_predictions_loss: 311.6865 - logcount_predictions_loss: 0.5104 1594/1594 [==============================] - ETA: 0s - loss: 318.1686 - logits_profile_predictions_loss: 311.6862 - logcount_predictions_loss: 0.5104 1594/1594 [==============================] - 557s 349ms/step - loss: 318.1683 - logits_profile_predictions_loss: 311.6859 - logcount_predictions_loss: 0.5104 - val_loss: 351.4671 - val_logits_profile_predictions_loss: 344.5818 - val_logcount_predictions_loss: 0.5421 Epoch 00004: val_loss improved from 353.17502 to 351.46710, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR608KJD//chrombpnet_model_feb15_fold_1/chrombpnet.h5 Epoch 5/50 1/1594 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[..............................] - ETA: 8:18 - loss: 316.3696 - logits_profile_predictions_loss: 309.3655 - logcount_predictions_loss: 0.5515 22/1594 [..............................] - ETA: 8:18 - loss: 316.3168 - logits_profile_predictions_loss: 309.3256 - logcount_predictions_loss: 0.5505 23/1594 [..............................] - ETA: 8:18 - loss: 316.2705 - logits_profile_predictions_loss: 309.2941 - logcount_predictions_loss: 0.5493 24/1594 [..............................] - ETA: 8:17 - loss: 316.1791 - logits_profile_predictions_loss: 309.2181 - logcount_predictions_loss: 0.5481 25/1594 [..............................] - ETA: 8:17 - loss: 316.0813 - logits_profile_predictions_loss: 309.1343 - logcount_predictions_loss: 0.5470 26/1594 [..............................] - ETA: 8:17 - loss: 316.0074 - logits_profile_predictions_loss: 309.0739 - logcount_predictions_loss: 0.5459 27/1594 [..............................] - ETA: 8:17 - loss: 315.9692 - logits_profile_predictions_loss: 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[===>..........................] - ETA: 7:24 - loss: 314.5746 - logits_profile_predictions_loss: 308.1479 - logcount_predictions_loss: 0.5060 251/1594 [===>..........................] - ETA: 7:23 - loss: 314.5762 - logits_profile_predictions_loss: 308.1500 - logcount_predictions_loss: 0.5060 252/1594 [===>..........................] - ETA: 7:23 - loss: 314.5778 - logits_profile_predictions_loss: 308.1521 - logcount_predictions_loss: 0.5060 253/1594 [===>..........................] - ETA: 7:23 - loss: 314.5792 - logits_profile_predictions_loss: 308.1540 - logcount_predictions_loss: 0.5059 254/1594 [===>..........................] - ETA: 7:22 - loss: 314.5807 - logits_profile_predictions_loss: 308.1560 - logcount_predictions_loss: 0.5059 255/1594 [===>..........................] - ETA: 7:22 - loss: 314.5821 - logits_profile_predictions_loss: 308.1577 - logcount_predictions_loss: 0.5059 256/1594 [===>..........................] - ETA: 7:22 - loss: 314.5835 - 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[====>.........................] - ETA: 7:11 - loss: 314.6248 - logits_profile_predictions_loss: 308.2106 - logcount_predictions_loss: 0.5051 290/1594 [====>.........................] - ETA: 7:11 - loss: 314.6254 - logits_profile_predictions_loss: 308.2114 - logcount_predictions_loss: 0.5050 291/1594 [====>.........................] - ETA: 7:11 - loss: 314.6260 - logits_profile_predictions_loss: 308.2122 - logcount_predictions_loss: 0.5050 292/1594 [====>.........................] - ETA: 7:10 - loss: 314.6264 - logits_profile_predictions_loss: 308.2127 - logcount_predictions_loss: 0.5050 293/1594 [====>.........................] - ETA: 7:10 - loss: 314.6267 - logits_profile_predictions_loss: 308.2133 - logcount_predictions_loss: 0.5050 294/1594 [====>.........................] - ETA: 7:10 - loss: 314.6271 - logits_profile_predictions_loss: 308.2139 - logcount_predictions_loss: 0.5050 295/1594 [====>.........................] - ETA: 7:09 - loss: 314.6278 - 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logits_profile_predictions_loss: 308.6059 - logcount_predictions_loss: 0.4903 1590/1594 [============================>.] - ETA: 1s - loss: 314.8329 - logits_profile_predictions_loss: 308.6063 - logcount_predictions_loss: 0.4903 1591/1594 [============================>.] - ETA: 1s - loss: 314.8332 - logits_profile_predictions_loss: 308.6066 - logcount_predictions_loss: 0.4903 1592/1594 [============================>.] - ETA: 0s - loss: 314.8335 - logits_profile_predictions_loss: 308.6070 - logcount_predictions_loss: 0.4903 1593/1594 [============================>.] - ETA: 0s - loss: 314.8338 - logits_profile_predictions_loss: 308.6074 - logcount_predictions_loss: 0.4903 1594/1594 [==============================] - ETA: 0s - loss: 314.8341 - logits_profile_predictions_loss: 308.6077 - logcount_predictions_loss: 0.4903 1594/1594 [==============================] - 558s 350ms/step - loss: 314.8345 - logits_profile_predictions_loss: 308.6081 - logcount_predictions_loss: 0.4903 - val_loss: 350.5572 - val_logits_profile_predictions_loss: 344.3809 - val_logcount_predictions_loss: 0.4863 Epoch 00005: val_loss improved from 351.46710 to 350.55719, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR608KJD//chrombpnet_model_feb15_fold_1/chrombpnet.h5 Epoch 6/50 1/1594 [..............................] - ETA: 8:28 - loss: 288.9446 - logits_profile_predictions_loss: 284.1969 - logcount_predictions_loss: 0.3738 2/1594 [..............................] - ETA: 8:18 - loss: 292.1085 - logits_profile_predictions_loss: 287.3648 - logcount_predictions_loss: 0.3735 3/1594 [..............................] - ETA: 8:20 - loss: 290.4268 - logits_profile_predictions_loss: 285.6264 - logcount_predictions_loss: 0.3780 4/1594 [..............................] - ETA: 8:21 - loss: 291.7453 - logits_profile_predictions_loss: 286.8171 - logcount_predictions_loss: 0.3880 5/1594 [..............................] - ETA: 8:21 - loss: 293.4545 - logits_profile_predictions_loss: 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19/1594 [..............................] - ETA: 8:18 - loss: 303.3644 - logits_profile_predictions_loss: 297.7700 - logcount_predictions_loss: 0.4405 20/1594 [..............................] - ETA: 8:18 - loss: 303.4949 - logits_profile_predictions_loss: 297.8913 - logcount_predictions_loss: 0.4412 21/1594 [..............................] - ETA: 8:18 - loss: 303.6549 - logits_profile_predictions_loss: 298.0471 - logcount_predictions_loss: 0.4416 22/1594 [..............................] - ETA: 8:18 - loss: 303.8170 - logits_profile_predictions_loss: 298.2029 - logcount_predictions_loss: 0.4421 23/1594 [..............................] - ETA: 8:18 - loss: 303.9683 - logits_profile_predictions_loss: 298.3510 - logcount_predictions_loss: 0.4423 24/1594 [..............................] - ETA: 8:18 - loss: 304.0741 - logits_profile_predictions_loss: 298.4534 - logcount_predictions_loss: 0.4426 25/1594 [..............................] - ETA: 8:17 - loss: 304.2281 - logits_profile_predictions_loss: 298.6060 - logcount_predictions_loss: 0.4427 26/1594 [..............................] - ETA: 8:17 - loss: 304.3685 - logits_profile_predictions_loss: 298.7452 - logcount_predictions_loss: 0.4428 27/1594 [..............................] - ETA: 8:17 - loss: 304.4909 - logits_profile_predictions_loss: 298.8612 - logcount_predictions_loss: 0.4433 28/1594 [..............................] - ETA: 8:17 - loss: 304.6205 - logits_profile_predictions_loss: 298.9868 - logcount_predictions_loss: 0.4436 29/1594 [..............................] - ETA: 8:17 - loss: 304.7412 - logits_profile_predictions_loss: 299.1053 - logcount_predictions_loss: 0.4438 30/1594 [..............................] - ETA: 8:16 - loss: 304.8170 - logits_profile_predictions_loss: 299.1790 - logcount_predictions_loss: 0.4439 31/1594 [..............................] - ETA: 8:16 - loss: 304.9045 - logits_profile_predictions_loss: 299.2666 - logcount_predictions_loss: 0.4439 32/1594 [..............................] - ETA: 8:16 - loss: 304.9706 - logits_profile_predictions_loss: 299.3325 - logcount_predictions_loss: 0.4439 33/1594 [..............................] - ETA: 8:16 - loss: 305.0931 - logits_profile_predictions_loss: 299.4509 - logcount_predictions_loss: 0.4443 34/1594 [..............................] - ETA: 8:16 - loss: 305.1850 - logits_profile_predictions_loss: 299.5393 - logcount_predictions_loss: 0.4445 35/1594 [..............................] - ETA: 8:16 - loss: 305.3358 - logits_profile_predictions_loss: 299.6870 - logcount_predictions_loss: 0.4448 36/1594 [..............................] - ETA: 8:15 - loss: 305.4655 - logits_profile_predictions_loss: 299.8129 - logcount_predictions_loss: 0.4451 37/1594 [..............................] - ETA: 8:15 - loss: 305.6059 - logits_profile_predictions_loss: 299.9494 - logcount_predictions_loss: 0.4454 38/1594 [..............................] - ETA: 8:15 - loss: 305.7140 - logits_profile_predictions_loss: 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[>.............................] - ETA: 8:07 - loss: 308.0401 - logits_profile_predictions_loss: 302.2375 - logcount_predictions_loss: 0.4569 99/1594 [>.............................] - ETA: 8:07 - loss: 308.0677 - logits_profile_predictions_loss: 302.2649 - logcount_predictions_loss: 0.4569 100/1594 [>.............................] - ETA: 8:07 - loss: 308.0951 - logits_profile_predictions_loss: 302.2919 - logcount_predictions_loss: 0.4569 101/1594 [>.............................] - ETA: 8:06 - loss: 308.1212 - logits_profile_predictions_loss: 302.3175 - logcount_predictions_loss: 0.4570 102/1594 [>.............................] - ETA: 8:06 - loss: 308.1472 - logits_profile_predictions_loss: 302.3431 - logcount_predictions_loss: 0.4570 103/1594 [>.............................] - ETA: 8:06 - loss: 308.1722 - logits_profile_predictions_loss: 302.3675 - logcount_predictions_loss: 0.4571 104/1594 [>.............................] - ETA: 8:06 - loss: 308.1973 - 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[=====>........................] - ETA: 7:03 - loss: 312.2656 - logits_profile_predictions_loss: 306.4651 - logcount_predictions_loss: 0.4567 320/1594 [=====>........................] - ETA: 7:02 - loss: 312.2729 - logits_profile_predictions_loss: 306.4721 - logcount_predictions_loss: 0.4567 321/1594 [=====>........................] - ETA: 7:02 - loss: 312.2802 - logits_profile_predictions_loss: 306.4793 - logcount_predictions_loss: 0.4568 322/1594 [=====>........................] - ETA: 7:02 - loss: 312.2875 - logits_profile_predictions_loss: 306.4863 - logcount_predictions_loss: 0.4568 323/1594 [=====>........................] - ETA: 7:01 - loss: 312.2946 - logits_profile_predictions_loss: 306.4933 - logcount_predictions_loss: 0.4568 324/1594 [=====>........................] - ETA: 7:01 - loss: 312.3023 - logits_profile_predictions_loss: 306.5007 - logcount_predictions_loss: 0.4568 325/1594 [=====>........................] - ETA: 7:01 - loss: 312.3102 - 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[=====>........................] - ETA: 6:54 - loss: 312.4589 - logits_profile_predictions_loss: 306.6529 - logcount_predictions_loss: 0.4572 346/1594 [=====>........................] - ETA: 6:54 - loss: 312.4665 - logits_profile_predictions_loss: 306.6602 - logcount_predictions_loss: 0.4572 347/1594 [=====>........................] - ETA: 6:54 - loss: 312.4740 - logits_profile_predictions_loss: 306.6675 - logcount_predictions_loss: 0.4572 348/1594 [=====>........................] - ETA: 6:53 - loss: 312.4813 - logits_profile_predictions_loss: 306.6746 - logcount_predictions_loss: 0.4572 349/1594 [=====>........................] - ETA: 6:53 - loss: 312.4885 - logits_profile_predictions_loss: 306.6815 - logcount_predictions_loss: 0.4572 350/1594 [=====>........................] - ETA: 6:53 - loss: 312.4960 - logits_profile_predictions_loss: 306.6888 - logcount_predictions_loss: 0.4573 351/1594 [=====>........................] - ETA: 6:52 - loss: 312.5032 - 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[=====>........................] - ETA: 6:50 - loss: 312.5493 - logits_profile_predictions_loss: 306.7402 - logcount_predictions_loss: 0.4574 359/1594 [=====>........................] - ETA: 6:50 - loss: 312.5553 - logits_profile_predictions_loss: 306.7460 - logcount_predictions_loss: 0.4574 360/1594 [=====>........................] - ETA: 6:49 - loss: 312.5612 - logits_profile_predictions_loss: 306.7516 - logcount_predictions_loss: 0.4574 361/1594 [=====>........................] - ETA: 6:49 - loss: 312.5667 - logits_profile_predictions_loss: 306.7569 - logcount_predictions_loss: 0.4575 362/1594 [=====>........................] - ETA: 6:49 - loss: 312.5719 - logits_profile_predictions_loss: 306.7619 - logcount_predictions_loss: 0.4575 363/1594 [=====>........................] - ETA: 6:48 - loss: 312.5769 - logits_profile_predictions_loss: 306.7666 - logcount_predictions_loss: 0.4575 364/1594 [=====>........................] - ETA: 6:48 - loss: 312.5817 - 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[=====>........................] - ETA: 6:46 - loss: 312.6185 - logits_profile_predictions_loss: 306.8064 - logcount_predictions_loss: 0.4576 372/1594 [======>.......................] - ETA: 6:45 - loss: 312.6236 - logits_profile_predictions_loss: 306.8113 - logcount_predictions_loss: 0.4577 373/1594 [======>.......................] - ETA: 6:45 - loss: 312.6288 - logits_profile_predictions_loss: 306.8163 - logcount_predictions_loss: 0.4577 374/1594 [======>.......................] - ETA: 6:45 - loss: 312.6339 - logits_profile_predictions_loss: 306.8212 - logcount_predictions_loss: 0.4577 375/1594 [======>.......................] - ETA: 6:44 - loss: 312.6390 - logits_profile_predictions_loss: 306.8262 - logcount_predictions_loss: 0.4577 376/1594 [======>.......................] - ETA: 6:44 - loss: 312.6442 - logits_profile_predictions_loss: 306.8311 - logcount_predictions_loss: 0.4577 377/1594 [======>.......................] - ETA: 6:44 - loss: 312.6494 - 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[..............................] - ETA: 8:20 - loss: 298.8497 - logits_profile_predictions_loss: 293.3162 - logcount_predictions_loss: 0.4357 4/1594 [..............................] - ETA: 8:22 - loss: 299.5424 - logits_profile_predictions_loss: 294.1320 - logcount_predictions_loss: 0.4260 5/1594 [..............................] - ETA: 8:21 - loss: 299.4348 - logits_profile_predictions_loss: 294.0257 - logcount_predictions_loss: 0.4259 6/1594 [..............................] - ETA: 8:21 - loss: 299.0804 - logits_profile_predictions_loss: 293.7096 - logcount_predictions_loss: 0.4229 7/1594 [..............................] - ETA: 8:21 - loss: 299.2687 - logits_profile_predictions_loss: 293.8806 - logcount_predictions_loss: 0.4243 8/1594 [..............................] - ETA: 8:21 - loss: 299.6016 - logits_profile_predictions_loss: 294.2032 - logcount_predictions_loss: 0.4251 9/1594 [..............................] - ETA: 8:20 - loss: 299.7890 - logits_profile_predictions_loss: 294.3902 - logcount_predictions_loss: 0.4251 10/1594 [..............................] - ETA: 8:20 - loss: 300.5232 - logits_profile_predictions_loss: 295.1265 - logcount_predictions_loss: 0.4249 11/1594 [..............................] - ETA: 8:20 - loss: 301.0821 - logits_profile_predictions_loss: 295.6877 - logcount_predictions_loss: 0.4248 12/1594 [..............................] - ETA: 8:20 - loss: 301.5820 - logits_profile_predictions_loss: 296.1896 - logcount_predictions_loss: 0.4246 13/1594 [..............................] - ETA: 8:20 - loss: 301.6389 - logits_profile_predictions_loss: 296.2514 - logcount_predictions_loss: 0.4242 14/1594 [..............................] - ETA: 8:20 - loss: 301.6657 - logits_profile_predictions_loss: 296.2772 - logcount_predictions_loss: 0.4243 15/1594 [..............................] - ETA: 8:19 - loss: 301.6401 - logits_profile_predictions_loss: 296.2487 - logcount_predictions_loss: 0.4245 16/1594 [..............................] - ETA: 8:19 - loss: 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[..............................] - ETA: 8:18 - loss: 300.9177 - logits_profile_predictions_loss: 295.4834 - logcount_predictions_loss: 0.4279 24/1594 [..............................] - ETA: 8:18 - loss: 300.8906 - logits_profile_predictions_loss: 295.4542 - logcount_predictions_loss: 0.4281 25/1594 [..............................] - ETA: 8:18 - loss: 301.0098 - logits_profile_predictions_loss: 295.5741 - logcount_predictions_loss: 0.4280 26/1594 [..............................] - ETA: 8:17 - loss: 301.2477 - logits_profile_predictions_loss: 295.8129 - logcount_predictions_loss: 0.4279 27/1594 [..............................] - ETA: 8:17 - loss: 301.4607 - logits_profile_predictions_loss: 296.0227 - logcount_predictions_loss: 0.4282 28/1594 [..............................] - ETA: 8:17 - loss: 301.6447 - logits_profile_predictions_loss: 296.2040 - logcount_predictions_loss: 0.4284 29/1594 [..............................] - ETA: 8:17 - loss: 301.7875 - logits_profile_predictions_loss: 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logits_profile_predictions_loss: 306.5807 - logcount_predictions_loss: 0.4407 1592/1594 [============================>.] - ETA: 0s - loss: 312.1774 - logits_profile_predictions_loss: 306.5805 - logcount_predictions_loss: 0.4407 1593/1594 [============================>.] - ETA: 0s - loss: 312.1772 - logits_profile_predictions_loss: 306.5803 - logcount_predictions_loss: 0.4407 1594/1594 [==============================] - ETA: 0s - loss: 312.1770 - logits_profile_predictions_loss: 306.5800 - logcount_predictions_loss: 0.4407 1594/1594 [==============================] - 558s 350ms/step - loss: 312.1767 - logits_profile_predictions_loss: 306.5798 - logcount_predictions_loss: 0.4407 - val_loss: 350.4407 - val_logits_profile_predictions_loss: 344.4725 - val_logcount_predictions_loss: 0.4699 Epoch 00007: val_loss did not improve from 350.17654 Epoch 8/50 1/1594 [..............................] - ETA: 8:28 - loss: 316.1071 - logits_profile_predictions_loss: 310.5897 - logcount_predictions_loss: 0.4344 2/1594 [..............................] - ETA: 8:20 - loss: 307.2730 - logits_profile_predictions_loss: 301.9469 - logcount_predictions_loss: 0.4194 3/1594 [..............................] - ETA: 8:20 - loss: 307.1020 - logits_profile_predictions_loss: 301.8625 - logcount_predictions_loss: 0.4126 4/1594 [..............................] - ETA: 8:22 - loss: 306.5779 - logits_profile_predictions_loss: 301.3992 - logcount_predictions_loss: 0.4078 5/1594 [..............................] - ETA: 8:21 - loss: 305.3894 - logits_profile_predictions_loss: 300.2555 - logcount_predictions_loss: 0.4042 6/1594 [..............................] - ETA: 8:20 - loss: 305.6568 - logits_profile_predictions_loss: 300.4993 - logcount_predictions_loss: 0.4061 7/1594 [..............................] - ETA: 8:21 - loss: 305.6975 - logits_profile_predictions_loss: 300.4866 - logcount_predictions_loss: 0.4103 8/1594 [..............................] - ETA: 8:21 - loss: 306.0062 - logits_profile_predictions_loss: 300.7572 - logcount_predictions_loss: 0.4133 9/1594 [..............................] - ETA: 8:20 - loss: 306.6004 - logits_profile_predictions_loss: 301.3309 - logcount_predictions_loss: 0.4149 10/1594 [..............................] - ETA: 8:20 - loss: 306.9335 - logits_profile_predictions_loss: 301.6139 - logcount_predictions_loss: 0.4189 11/1594 [..............................] - ETA: 8:20 - loss: 307.2068 - logits_profile_predictions_loss: 301.8489 - logcount_predictions_loss: 0.4219 12/1594 [..............................] - ETA: 8:20 - loss: 307.5698 - logits_profile_predictions_loss: 302.1792 - logcount_predictions_loss: 0.4245 13/1594 [..............................] - ETA: 8:20 - loss: 307.6589 - logits_profile_predictions_loss: 302.2489 - logcount_predictions_loss: 0.4260 14/1594 [..............................] - ETA: 8:20 - loss: 307.6826 - logits_profile_predictions_loss: 302.2663 - logcount_predictions_loss: 0.4265 15/1594 [..............................] - ETA: 8:19 - loss: 307.7222 - logits_profile_predictions_loss: 302.3054 - logcount_predictions_loss: 0.4265 16/1594 [..............................] - ETA: 8:19 - loss: 307.8131 - logits_profile_predictions_loss: 302.3982 - logcount_predictions_loss: 0.4264 17/1594 [..............................] - ETA: 8:19 - loss: 307.7700 - logits_profile_predictions_loss: 302.3585 - logcount_predictions_loss: 0.4261 18/1594 [..............................] - ETA: 8:19 - loss: 307.7059 - logits_profile_predictions_loss: 302.2983 - logcount_predictions_loss: 0.4258 19/1594 [..............................] - ETA: 8:18 - loss: 307.7048 - logits_profile_predictions_loss: 302.3017 - logcount_predictions_loss: 0.4254 20/1594 [..............................] - ETA: 8:18 - loss: 307.6570 - logits_profile_predictions_loss: 302.2588 - logcount_predictions_loss: 0.4251 21/1594 [..............................] - ETA: 8:18 - loss: 307.5983 - logits_profile_predictions_loss: 302.2048 - logcount_predictions_loss: 0.4247 22/1594 [..............................] - ETA: 8:18 - loss: 307.5876 - logits_profile_predictions_loss: 302.1948 - logcount_predictions_loss: 0.4246 23/1594 [..............................] - ETA: 8:18 - loss: 307.5944 - logits_profile_predictions_loss: 302.2055 - logcount_predictions_loss: 0.4243 24/1594 [..............................] - ETA: 8:18 - loss: 307.6256 - logits_profile_predictions_loss: 302.2402 - logcount_predictions_loss: 0.4240 25/1594 [..............................] - ETA: 8:17 - loss: 307.6868 - logits_profile_predictions_loss: 302.3058 - logcount_predictions_loss: 0.4237 26/1594 [..............................] - ETA: 8:17 - loss: 307.7417 - logits_profile_predictions_loss: 302.3661 - logcount_predictions_loss: 0.4233 27/1594 [..............................] - ETA: 8:17 - loss: 307.7900 - logits_profile_predictions_loss: 302.4211 - logcount_predictions_loss: 0.4227 28/1594 [..............................] - ETA: 8:17 - loss: 307.8179 - logits_profile_predictions_loss: 302.4540 - logcount_predictions_loss: 0.4224 29/1594 [..............................] - ETA: 8:17 - loss: 307.8320 - logits_profile_predictions_loss: 302.4720 - logcount_predictions_loss: 0.4220 30/1594 [..............................] - ETA: 8:16 - loss: 307.8982 - logits_profile_predictions_loss: 302.5414 - logcount_predictions_loss: 0.4218 31/1594 [..............................] - ETA: 8:16 - loss: 307.9835 - logits_profile_predictions_loss: 302.6295 - logcount_predictions_loss: 0.4216 32/1594 [..............................] - ETA: 8:16 - loss: 308.0400 - logits_profile_predictions_loss: 302.6881 - logcount_predictions_loss: 0.4214 33/1594 [..............................] - ETA: 8:16 - loss: 308.1170 - logits_profile_predictions_loss: 302.7664 - logcount_predictions_loss: 0.4213 34/1594 [..............................] - ETA: 8:15 - loss: 308.2155 - logits_profile_predictions_loss: 302.8660 - logcount_predictions_loss: 0.4212 35/1594 [..............................] - ETA: 8:15 - loss: 308.3347 - logits_profile_predictions_loss: 302.9862 - logcount_predictions_loss: 0.4211 36/1594 [..............................] - ETA: 8:15 - loss: 308.4192 - logits_profile_predictions_loss: 303.0716 - logcount_predictions_loss: 0.4211 37/1594 [..............................] - ETA: 8:15 - loss: 308.5079 - logits_profile_predictions_loss: 303.1621 - logcount_predictions_loss: 0.4209 38/1594 [..............................] - ETA: 8:15 - loss: 308.5946 - logits_profile_predictions_loss: 303.2504 - logcount_predictions_loss: 0.4208 39/1594 [..............................] - ETA: 8:15 - loss: 308.6644 - logits_profile_predictions_loss: 303.3229 - logcount_predictions_loss: 0.4206 40/1594 [..............................] - ETA: 8:14 - loss: 308.7314 - logits_profile_predictions_loss: 303.3929 - logcount_predictions_loss: 0.4204 41/1594 [..............................] - ETA: 8:14 - loss: 308.7930 - logits_profile_predictions_loss: 303.4573 - logcount_predictions_loss: 0.4201 42/1594 [..............................] - ETA: 8:14 - loss: 308.8182 - logits_profile_predictions_loss: 303.4847 - logcount_predictions_loss: 0.4200 43/1594 [..............................] - ETA: 8:14 - loss: 308.8473 - logits_profile_predictions_loss: 303.5156 - logcount_predictions_loss: 0.4198 44/1594 [..............................] - ETA: 8:14 - loss: 308.8931 - logits_profile_predictions_loss: 303.5633 - logcount_predictions_loss: 0.4197 45/1594 [..............................] - ETA: 8:14 - loss: 308.9405 - logits_profile_predictions_loss: 303.6125 - logcount_predictions_loss: 0.4195 46/1594 [..............................] - ETA: 8:14 - loss: 308.9745 - logits_profile_predictions_loss: 303.6488 - logcount_predictions_loss: 0.4193 47/1594 [..............................] - ETA: 8:14 - loss: 309.0074 - logits_profile_predictions_loss: 303.6845 - logcount_predictions_loss: 0.4191 48/1594 [..............................] - ETA: 8:14 - loss: 309.0446 - logits_profile_predictions_loss: 303.7251 - logcount_predictions_loss: 0.4189 49/1594 [..............................] - ETA: 8:13 - loss: 309.0849 - logits_profile_predictions_loss: 303.7687 - logcount_predictions_loss: 0.4186 50/1594 [..............................] - ETA: 8:13 - loss: 309.1379 - logits_profile_predictions_loss: 303.8251 - logcount_predictions_loss: 0.4183 51/1594 [..............................] - ETA: 8:13 - loss: 309.1981 - logits_profile_predictions_loss: 303.8887 - logcount_predictions_loss: 0.4181 52/1594 [..............................] - ETA: 8:13 - loss: 309.2478 - logits_profile_predictions_loss: 303.9417 - logcount_predictions_loss: 0.4178 53/1594 [..............................] - ETA: 8:13 - loss: 309.2987 - logits_profile_predictions_loss: 303.9961 - logcount_predictions_loss: 0.4175 54/1594 [>.............................] - ETA: 8:13 - loss: 309.3596 - logits_profile_predictions_loss: 304.0602 - logcount_predictions_loss: 0.4173 55/1594 [>.............................] - ETA: 8:13 - loss: 309.4153 - logits_profile_predictions_loss: 304.1183 - logcount_predictions_loss: 0.4171 56/1594 [>.............................] - ETA: 8:13 - loss: 309.4674 - logits_profile_predictions_loss: 304.1723 - logcount_predictions_loss: 0.4169 57/1594 [>.............................] - ETA: 8:13 - loss: 309.5263 - logits_profile_predictions_loss: 304.2334 - logcount_predictions_loss: 0.4168 58/1594 [>.............................] - ETA: 8:13 - loss: 309.5888 - logits_profile_predictions_loss: 304.2977 - logcount_predictions_loss: 0.4166 59/1594 [>.............................] - ETA: 8:13 - loss: 309.6487 - logits_profile_predictions_loss: 304.3597 - logcount_predictions_loss: 0.4165 60/1594 [>.............................] - ETA: 8:13 - loss: 309.7099 - logits_profile_predictions_loss: 304.4228 - logcount_predictions_loss: 0.4163 61/1594 [>.............................] - ETA: 8:12 - loss: 309.7725 - logits_profile_predictions_loss: 304.4873 - logcount_predictions_loss: 0.4162 62/1594 [>.............................] - ETA: 8:12 - loss: 309.8394 - logits_profile_predictions_loss: 304.5555 - logcount_predictions_loss: 0.4161 63/1594 [>.............................] - ETA: 8:12 - loss: 309.9082 - logits_profile_predictions_loss: 304.6257 - logcount_predictions_loss: 0.4159 64/1594 [>.............................] - ETA: 8:12 - loss: 309.9691 - logits_profile_predictions_loss: 304.6873 - logcount_predictions_loss: 0.4159 65/1594 [>.............................] - ETA: 8:12 - loss: 310.0301 - logits_profile_predictions_loss: 304.7491 - logcount_predictions_loss: 0.4158 66/1594 [>.............................] - ETA: 8:12 - loss: 310.0787 - logits_profile_predictions_loss: 304.7983 - logcount_predictions_loss: 0.4158 67/1594 [>.............................] - ETA: 8:12 - loss: 310.1206 - logits_profile_predictions_loss: 304.8409 - logcount_predictions_loss: 0.4157 68/1594 [>.............................] - ETA: 8:12 - loss: 310.1602 - logits_profile_predictions_loss: 304.8809 - logcount_predictions_loss: 0.4157 69/1594 [>.............................] - ETA: 8:12 - loss: 310.2029 - logits_profile_predictions_loss: 304.9242 - logcount_predictions_loss: 0.4156 70/1594 [>.............................] - ETA: 8:12 - loss: 310.2420 - logits_profile_predictions_loss: 304.9636 - logcount_predictions_loss: 0.4156 71/1594 [>.............................] - ETA: 8:11 - loss: 310.2833 - logits_profile_predictions_loss: 305.0054 - logcount_predictions_loss: 0.4156 72/1594 [>.............................] - ETA: 8:11 - loss: 310.3272 - logits_profile_predictions_loss: 305.0497 - logcount_predictions_loss: 0.4156 73/1594 [>.............................] - ETA: 8:11 - loss: 310.3653 - logits_profile_predictions_loss: 305.0883 - logcount_predictions_loss: 0.4155 74/1594 [>.............................] - ETA: 8:11 - loss: 310.4050 - logits_profile_predictions_loss: 305.1286 - logcount_predictions_loss: 0.4155 75/1594 [>.............................] - ETA: 8:11 - loss: 310.4488 - logits_profile_predictions_loss: 305.1731 - logcount_predictions_loss: 0.4154 76/1594 [>.............................] - ETA: 8:11 - loss: 310.4926 - logits_profile_predictions_loss: 305.2176 - logcount_predictions_loss: 0.4154 77/1594 [>.............................] - ETA: 8:10 - loss: 310.5359 - logits_profile_predictions_loss: 305.2615 - logcount_predictions_loss: 0.4153 78/1594 [>.............................] - ETA: 8:10 - loss: 310.5764 - logits_profile_predictions_loss: 305.3026 - logcount_predictions_loss: 0.4153 79/1594 [>.............................] - ETA: 8:10 - loss: 310.6164 - logits_profile_predictions_loss: 305.3432 - logcount_predictions_loss: 0.4152 80/1594 [>.............................] - ETA: 8:10 - loss: 310.6553 - logits_profile_predictions_loss: 305.3828 - logcount_predictions_loss: 0.4152 81/1594 [>.............................] - ETA: 8:10 - loss: 310.6945 - logits_profile_predictions_loss: 305.4227 - logcount_predictions_loss: 0.4151 82/1594 [>.............................] - ETA: 8:10 - loss: 310.7291 - logits_profile_predictions_loss: 305.4582 - logcount_predictions_loss: 0.4150 83/1594 [>.............................] - ETA: 8:10 - loss: 310.7573 - logits_profile_predictions_loss: 305.4874 - logcount_predictions_loss: 0.4150 84/1594 [>.............................] - ETA: 8:09 - loss: 310.7845 - logits_profile_predictions_loss: 305.5155 - logcount_predictions_loss: 0.4149 85/1594 [>.............................] - ETA: 8:09 - loss: 310.8110 - logits_profile_predictions_loss: 305.5427 - logcount_predictions_loss: 0.4148 86/1594 [>.............................] - ETA: 8:09 - loss: 310.8321 - logits_profile_predictions_loss: 305.5645 - logcount_predictions_loss: 0.4148 87/1594 [>.............................] - ETA: 8:09 - loss: 310.8577 - logits_profile_predictions_loss: 305.5909 - logcount_predictions_loss: 0.4147 88/1594 [>.............................] - ETA: 8:09 - loss: 310.8824 - logits_profile_predictions_loss: 305.6165 - logcount_predictions_loss: 0.4146 89/1594 [>.............................] - ETA: 8:08 - loss: 310.9069 - logits_profile_predictions_loss: 305.6418 - logcount_predictions_loss: 0.4146 90/1594 [>.............................] - ETA: 8:08 - loss: 310.9301 - logits_profile_predictions_loss: 305.6658 - logcount_predictions_loss: 0.4145 91/1594 [>.............................] - ETA: 8:08 - loss: 310.9528 - logits_profile_predictions_loss: 305.6893 - logcount_predictions_loss: 0.4145 92/1594 [>.............................] - ETA: 8:08 - loss: 310.9761 - logits_profile_predictions_loss: 305.7133 - logcount_predictions_loss: 0.4144 93/1594 [>.............................] - ETA: 8:08 - loss: 310.9926 - logits_profile_predictions_loss: 305.7308 - logcount_predictions_loss: 0.4143 94/1594 [>.............................] - ETA: 8:08 - loss: 311.0109 - logits_profile_predictions_loss: 305.7501 - logcount_predictions_loss: 0.4142 95/1594 [>.............................] - ETA: 8:07 - loss: 311.0300 - logits_profile_predictions_loss: 305.7701 - logcount_predictions_loss: 0.4142 96/1594 [>.............................] - ETA: 8:07 - loss: 311.0476 - logits_profile_predictions_loss: 305.7885 - logcount_predictions_loss: 0.4141 97/1594 [>.............................] - ETA: 8:07 - loss: 311.0661 - logits_profile_predictions_loss: 305.8077 - logcount_predictions_loss: 0.4140 98/1594 [>.............................] - ETA: 8:07 - loss: 311.0823 - logits_profile_predictions_loss: 305.8246 - logcount_predictions_loss: 0.4140 99/1594 [>.............................] - ETA: 8:06 - loss: 311.0995 - logits_profile_predictions_loss: 305.8426 - logcount_predictions_loss: 0.4139 100/1594 [>.............................] - ETA: 8:06 - loss: 311.1154 - logits_profile_predictions_loss: 305.8591 - logcount_predictions_loss: 0.4139 101/1594 [>.............................] - ETA: 8:06 - loss: 311.1259 - logits_profile_predictions_loss: 305.8702 - logcount_predictions_loss: 0.4138 102/1594 [>.............................] - ETA: 8:06 - loss: 311.1343 - logits_profile_predictions_loss: 305.8793 - logcount_predictions_loss: 0.4138 103/1594 [>.............................] - ETA: 8:06 - loss: 311.1442 - logits_profile_predictions_loss: 305.8897 - logcount_predictions_loss: 0.4137 104/1594 [>.............................] - ETA: 8:05 - loss: 311.1545 - logits_profile_predictions_loss: 305.9003 - logcount_predictions_loss: 0.4137 105/1594 [>.............................] - ETA: 8:05 - loss: 311.1669 - logits_profile_predictions_loss: 305.9132 - logcount_predictions_loss: 0.4137 106/1594 [>.............................] - ETA: 8:05 - loss: 311.1764 - logits_profile_predictions_loss: 305.9234 - logcount_predictions_loss: 0.4136 107/1594 [=>............................] - ETA: 8:05 - loss: 311.1872 - logits_profile_predictions_loss: 305.9346 - logcount_predictions_loss: 0.4136 108/1594 [=>............................] - ETA: 8:05 - loss: 311.1978 - logits_profile_predictions_loss: 305.9457 - logcount_predictions_loss: 0.4135 109/1594 [=>............................] - ETA: 8:04 - loss: 311.2084 - logits_profile_predictions_loss: 305.9568 - logcount_predictions_loss: 0.4135 110/1594 [=>............................] - ETA: 8:04 - loss: 311.2186 - logits_profile_predictions_loss: 305.9676 - logcount_predictions_loss: 0.4135 111/1594 [=>............................] - ETA: 8:04 - loss: 311.2316 - logits_profile_predictions_loss: 305.9812 - logcount_predictions_loss: 0.4134 112/1594 [=>............................] - ETA: 8:04 - loss: 311.2443 - logits_profile_predictions_loss: 305.9945 - logcount_predictions_loss: 0.4134 113/1594 [=>............................] - ETA: 8:03 - loss: 311.2581 - logits_profile_predictions_loss: 306.0090 - logcount_predictions_loss: 0.4133 114/1594 [=>............................] - ETA: 8:03 - loss: 311.2690 - logits_profile_predictions_loss: 306.0207 - logcount_predictions_loss: 0.4133 115/1594 [=>............................] - ETA: 8:03 - loss: 311.2797 - logits_profile_predictions_loss: 306.0321 - logcount_predictions_loss: 0.4132 116/1594 [=>............................] - ETA: 8:03 - loss: 311.2906 - logits_profile_predictions_loss: 306.0438 - logcount_predictions_loss: 0.4131 117/1594 [=>............................] - ETA: 8:03 - loss: 311.3025 - logits_profile_predictions_loss: 306.0565 - logcount_predictions_loss: 0.4131 118/1594 [=>............................] - ETA: 8:02 - loss: 311.3152 - logits_profile_predictions_loss: 306.0701 - logcount_predictions_loss: 0.4130 119/1594 [=>............................] - ETA: 8:02 - loss: 311.3283 - logits_profile_predictions_loss: 306.0841 - logcount_predictions_loss: 0.4129 120/1594 [=>............................] - ETA: 8:02 - loss: 311.3415 - logits_profile_predictions_loss: 306.0983 - logcount_predictions_loss: 0.4129 121/1594 [=>............................] - ETA: 8:02 - loss: 311.3527 - logits_profile_predictions_loss: 306.1104 - logcount_predictions_loss: 0.4128 122/1594 [=>............................] - ETA: 8:01 - loss: 311.3636 - logits_profile_predictions_loss: 306.1222 - logcount_predictions_loss: 0.4127 123/1594 [=>............................] - ETA: 8:01 - loss: 311.3739 - logits_profile_predictions_loss: 306.1335 - logcount_predictions_loss: 0.4126 124/1594 [=>............................] - ETA: 8:01 - loss: 311.3835 - logits_profile_predictions_loss: 306.1440 - logcount_predictions_loss: 0.4126 125/1594 [=>............................] - ETA: 8:01 - loss: 311.3964 - logits_profile_predictions_loss: 306.1578 - logcount_predictions_loss: 0.4125 126/1594 [=>............................] - ETA: 8:00 - loss: 311.4101 - logits_profile_predictions_loss: 306.1724 - logcount_predictions_loss: 0.4124 127/1594 [=>............................] - ETA: 8:00 - loss: 311.4226 - logits_profile_predictions_loss: 306.1858 - logcount_predictions_loss: 0.4123 128/1594 [=>............................] - ETA: 8:00 - loss: 311.4354 - logits_profile_predictions_loss: 306.1995 - logcount_predictions_loss: 0.4123 129/1594 [=>............................] - ETA: 8:00 - loss: 311.4487 - logits_profile_predictions_loss: 306.2138 - logcount_predictions_loss: 0.4122 130/1594 [=>............................] - ETA: 7:59 - loss: 311.4640 - logits_profile_predictions_loss: 306.2301 - logcount_predictions_loss: 0.4121 131/1594 [=>............................] - ETA: 7:59 - loss: 311.4768 - logits_profile_predictions_loss: 306.2438 - logcount_predictions_loss: 0.4120 132/1594 [=>............................] - ETA: 7:59 - loss: 311.4892 - logits_profile_predictions_loss: 306.2571 - logcount_predictions_loss: 0.4120 133/1594 [=>............................] - ETA: 7:59 - loss: 311.5010 - 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[============================>.] - ETA: 16s - loss: 310.7097 - logits_profile_predictions_loss: 305.4449 - logcount_predictions_loss: 0.4146 1545/1594 [============================>.] - ETA: 16s - loss: 310.7093 - logits_profile_predictions_loss: 305.4445 - logcount_predictions_loss: 0.4146 1546/1594 [============================>.] - ETA: 16s - loss: 310.7088 - logits_profile_predictions_loss: 305.4440 - logcount_predictions_loss: 0.4146 1547/1594 [============================>.] - ETA: 15s - loss: 310.7083 - logits_profile_predictions_loss: 305.4435 - logcount_predictions_loss: 0.4146 1548/1594 [============================>.] - ETA: 15s - loss: 310.7079 - logits_profile_predictions_loss: 305.4430 - logcount_predictions_loss: 0.4146 1549/1594 [============================>.] - ETA: 15s - loss: 310.7074 - logits_profile_predictions_loss: 305.4425 - logcount_predictions_loss: 0.4146 1550/1594 [============================>.] - ETA: 14s - loss: 310.7070 - 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[============================>.] - ETA: 12s - loss: 310.7039 - logits_profile_predictions_loss: 305.4389 - logcount_predictions_loss: 0.4146 1558/1594 [============================>.] - ETA: 12s - loss: 310.7035 - logits_profile_predictions_loss: 305.4385 - logcount_predictions_loss: 0.4146 1559/1594 [============================>.] - ETA: 11s - loss: 310.7031 - logits_profile_predictions_loss: 305.4380 - logcount_predictions_loss: 0.4146 1560/1594 [============================>.] - ETA: 11s - loss: 310.7026 - logits_profile_predictions_loss: 305.4376 - logcount_predictions_loss: 0.4146 1561/1594 [============================>.] - ETA: 11s - loss: 310.7022 - logits_profile_predictions_loss: 305.4371 - logcount_predictions_loss: 0.4146 1562/1594 [============================>.] - ETA: 10s - loss: 310.7017 - logits_profile_predictions_loss: 305.4367 - logcount_predictions_loss: 0.4146 1563/1594 [============================>.] - ETA: 10s - loss: 310.7013 - logits_profile_predictions_loss: 305.4362 - logcount_predictions_loss: 0.4146 1564/1594 [============================>.] - ETA: 10s - loss: 310.7009 - logits_profile_predictions_loss: 305.4358 - logcount_predictions_loss: 0.4146 1565/1594 [============================>.] - ETA: 9s - loss: 310.7005 - logits_profile_predictions_loss: 305.4353 - logcount_predictions_loss: 0.4146  1566/1594 [============================>.] - ETA: 9s - loss: 310.7000 - logits_profile_predictions_loss: 305.4349 - logcount_predictions_loss: 0.4146 1567/1594 [============================>.] - ETA: 9s - loss: 310.6996 - logits_profile_predictions_loss: 305.4345 - logcount_predictions_loss: 0.4146 1568/1594 [============================>.] - ETA: 8s - loss: 310.6992 - logits_profile_predictions_loss: 305.4340 - logcount_predictions_loss: 0.4146 1569/1594 [============================>.] - ETA: 8s - loss: 310.6987 - logits_profile_predictions_loss: 305.4336 - logcount_predictions_loss: 0.4146 1570/1594 [============================>.] - ETA: 8s - loss: 310.6983 - logits_profile_predictions_loss: 305.4332 - logcount_predictions_loss: 0.4146 1571/1594 [============================>.] - ETA: 7s - loss: 310.6979 - logits_profile_predictions_loss: 305.4327 - logcount_predictions_loss: 0.4146 1572/1594 [============================>.] - ETA: 7s - loss: 310.6975 - logits_profile_predictions_loss: 305.4323 - logcount_predictions_loss: 0.4146 1573/1594 [============================>.] - ETA: 7s - loss: 310.6971 - logits_profile_predictions_loss: 305.4318 - logcount_predictions_loss: 0.4146 1574/1594 [============================>.] - ETA: 6s - loss: 310.6966 - logits_profile_predictions_loss: 305.4314 - logcount_predictions_loss: 0.4146 1575/1594 [============================>.] - ETA: 6s - loss: 310.6962 - logits_profile_predictions_loss: 305.4310 - logcount_predictions_loss: 0.4146 1576/1594 [============================>.] - ETA: 6s - loss: 310.6957 - logits_profile_predictions_loss: 305.4305 - logcount_predictions_loss: 0.4146 1577/1594 [============================>.] - ETA: 5s - loss: 310.6953 - logits_profile_predictions_loss: 305.4300 - logcount_predictions_loss: 0.4146 1578/1594 [============================>.] - ETA: 5s - loss: 310.6949 - logits_profile_predictions_loss: 305.4296 - logcount_predictions_loss: 0.4146 1579/1594 [============================>.] - ETA: 5s - loss: 310.6944 - logits_profile_predictions_loss: 305.4291 - logcount_predictions_loss: 0.4146 1580/1594 [============================>.] - ETA: 4s - loss: 310.6940 - logits_profile_predictions_loss: 305.4287 - logcount_predictions_loss: 0.4146 1581/1594 [============================>.] - ETA: 4s - loss: 310.6936 - logits_profile_predictions_loss: 305.4283 - logcount_predictions_loss: 0.4146 1582/1594 [============================>.] - ETA: 4s - loss: 310.6932 - logits_profile_predictions_loss: 305.4278 - logcount_predictions_loss: 0.4146 1583/1594 [============================>.] - ETA: 3s - loss: 310.6927 - logits_profile_predictions_loss: 305.4274 - logcount_predictions_loss: 0.4146 1584/1594 [============================>.] - ETA: 3s - loss: 310.6923 - logits_profile_predictions_loss: 305.4270 - logcount_predictions_loss: 0.4146 1585/1594 [============================>.] - ETA: 3s - loss: 310.6919 - logits_profile_predictions_loss: 305.4265 - logcount_predictions_loss: 0.4146 1586/1594 [============================>.] - ETA: 2s - loss: 310.6915 - logits_profile_predictions_loss: 305.4261 - logcount_predictions_loss: 0.4146 1587/1594 [============================>.] - ETA: 2s - loss: 310.6910 - logits_profile_predictions_loss: 305.4257 - logcount_predictions_loss: 0.4146 1588/1594 [============================>.] - ETA: 2s - loss: 310.6906 - logits_profile_predictions_loss: 305.4252 - logcount_predictions_loss: 0.4146 1589/1594 [============================>.] - ETA: 1s - loss: 310.6901 - logits_profile_predictions_loss: 305.4248 - logcount_predictions_loss: 0.4146 1590/1594 [============================>.] - ETA: 1s - loss: 310.6897 - logits_profile_predictions_loss: 305.4243 - logcount_predictions_loss: 0.4146 1591/1594 [============================>.] - ETA: 1s - loss: 310.6892 - logits_profile_predictions_loss: 305.4238 - logcount_predictions_loss: 0.4146 1592/1594 [============================>.] - ETA: 0s - loss: 310.6888 - logits_profile_predictions_loss: 305.4234 - logcount_predictions_loss: 0.4146 1593/1594 [============================>.] - ETA: 0s - loss: 310.6883 - logits_profile_predictions_loss: 305.4229 - logcount_predictions_loss: 0.4146 1594/1594 [==============================] - ETA: 0s - loss: 310.6879 - logits_profile_predictions_loss: 305.4225 - logcount_predictions_loss: 0.4146 1594/1594 [==============================] - 557s 349ms/step - loss: 310.6875 - logits_profile_predictions_loss: 305.4221 - logcount_predictions_loss: 0.4146 - val_loss: 350.5211 - val_logits_profile_predictions_loss: 344.8739 - val_logcount_predictions_loss: 0.4446 Epoch 00008: val_loss did not improve from 350.17654 Epoch 9/50 1/1594 [..............................] - ETA: 8:30 - loss: 316.4210 - logits_profile_predictions_loss: 311.2503 - logcount_predictions_loss: 0.4071 2/1594 [..............................] - ETA: 8:19 - loss: 304.6399 - logits_profile_predictions_loss: 299.9004 - logcount_predictions_loss: 0.3732 3/1594 [..............................] - ETA: 8:20 - loss: 305.4824 - logits_profile_predictions_loss: 300.8682 - logcount_predictions_loss: 0.3633 4/1594 [..............................] - ETA: 8:21 - loss: 306.5841 - logits_profile_predictions_loss: 302.0576 - logcount_predictions_loss: 0.3564 5/1594 [..............................] - ETA: 8:21 - loss: 308.4105 - logits_profile_predictions_loss: 303.9448 - logcount_predictions_loss: 0.3516 6/1594 [..............................] - ETA: 8:21 - loss: 311.0484 - logits_profile_predictions_loss: 306.5941 - logcount_predictions_loss: 0.3507 7/1594 [..............................] - ETA: 8:21 - loss: 312.9108 - logits_profile_predictions_loss: 308.4249 - logcount_predictions_loss: 0.3532 8/1594 [..............................] - ETA: 8:21 - loss: 313.6403 - logits_profile_predictions_loss: 309.0956 - logcount_predictions_loss: 0.3578 9/1594 [..............................] - ETA: 8:20 - loss: 314.0921 - logits_profile_predictions_loss: 309.5059 - logcount_predictions_loss: 0.3611 10/1594 [..............................] - ETA: 8:20 - loss: 314.1478 - logits_profile_predictions_loss: 309.4968 - logcount_predictions_loss: 0.3662 11/1594 [..............................] - ETA: 8:20 - loss: 314.0750 - logits_profile_predictions_loss: 309.3825 - logcount_predictions_loss: 0.3695 12/1594 [..............................] - ETA: 8:20 - loss: 313.8139 - logits_profile_predictions_loss: 309.0843 - logcount_predictions_loss: 0.3724 13/1594 [..............................] - ETA: 8:20 - loss: 313.7929 - logits_profile_predictions_loss: 309.0274 - logcount_predictions_loss: 0.3752 14/1594 [..............................] - ETA: 8:19 - loss: 313.5651 - logits_profile_predictions_loss: 308.7637 - logcount_predictions_loss: 0.3781 15/1594 [..............................] - ETA: 8:19 - loss: 313.3587 - logits_profile_predictions_loss: 308.5342 - logcount_predictions_loss: 0.3799 16/1594 [..............................] - ETA: 8:19 - loss: 313.2049 - logits_profile_predictions_loss: 308.3575 - logcount_predictions_loss: 0.3817 17/1594 [..............................] - ETA: 8:19 - loss: 313.0344 - logits_profile_predictions_loss: 308.1647 - logcount_predictions_loss: 0.3834 18/1594 [..............................] - ETA: 8:19 - loss: 312.8700 - logits_profile_predictions_loss: 307.9835 - logcount_predictions_loss: 0.3848 19/1594 [..............................] - ETA: 8:19 - loss: 312.7038 - logits_profile_predictions_loss: 307.8026 - logcount_predictions_loss: 0.3859 20/1594 [..............................] - ETA: 8:18 - loss: 312.6000 - logits_profile_predictions_loss: 307.6872 - logcount_predictions_loss: 0.3868 21/1594 [..............................] - ETA: 8:18 - loss: 312.5433 - logits_profile_predictions_loss: 307.6137 - logcount_predictions_loss: 0.3882 22/1594 [..............................] - ETA: 8:18 - loss: 312.4913 - logits_profile_predictions_loss: 307.5481 - logcount_predictions_loss: 0.3892 23/1594 [..............................] - ETA: 8:18 - loss: 312.3894 - logits_profile_predictions_loss: 307.4359 - logcount_predictions_loss: 0.3900 24/1594 [..............................] - ETA: 8:18 - loss: 312.2663 - logits_profile_predictions_loss: 307.3034 - logcount_predictions_loss: 0.3908 25/1594 [..............................] - ETA: 8:17 - loss: 312.1382 - logits_profile_predictions_loss: 307.1677 - logcount_predictions_loss: 0.3914 26/1594 [..............................] - ETA: 8:17 - loss: 312.0178 - logits_profile_predictions_loss: 307.0428 - logcount_predictions_loss: 0.3917 27/1594 [..............................] - ETA: 8:17 - loss: 311.8949 - logits_profile_predictions_loss: 306.9164 - logcount_predictions_loss: 0.3920 28/1594 [..............................] - ETA: 8:17 - loss: 311.8297 - logits_profile_predictions_loss: 306.8500 - logcount_predictions_loss: 0.3921 29/1594 [..............................] - ETA: 8:17 - loss: 311.7296 - logits_profile_predictions_loss: 306.7470 - logcount_predictions_loss: 0.3923 30/1594 [..............................] - ETA: 8:16 - loss: 311.6291 - logits_profile_predictions_loss: 306.6438 - logcount_predictions_loss: 0.3925 31/1594 [..............................] - ETA: 8:16 - loss: 311.5141 - logits_profile_predictions_loss: 306.5245 - logcount_predictions_loss: 0.3929 32/1594 [..............................] - ETA: 8:16 - loss: 311.4066 - logits_profile_predictions_loss: 306.4118 - logcount_predictions_loss: 0.3933 33/1594 [..............................] - ETA: 8:16 - loss: 311.3048 - logits_profile_predictions_loss: 306.3060 - logcount_predictions_loss: 0.3936 34/1594 [..............................] - ETA: 8:15 - loss: 311.2403 - logits_profile_predictions_loss: 306.2377 - logcount_predictions_loss: 0.3939 35/1594 [..............................] - ETA: 8:15 - loss: 311.1725 - logits_profile_predictions_loss: 306.1648 - logcount_predictions_loss: 0.3943 36/1594 [..............................] - ETA: 8:15 - loss: 311.1014 - logits_profile_predictions_loss: 306.0892 - logcount_predictions_loss: 0.3947 37/1594 [..............................] - ETA: 8:15 - loss: 311.0288 - logits_profile_predictions_loss: 306.0127 - logcount_predictions_loss: 0.3950 38/1594 [..............................] - ETA: 8:15 - loss: 310.9428 - logits_profile_predictions_loss: 305.9225 - logcount_predictions_loss: 0.3953 39/1594 [..............................] - ETA: 8:14 - loss: 310.8690 - logits_profile_predictions_loss: 305.8437 - logcount_predictions_loss: 0.3957 40/1594 [..............................] - ETA: 8:14 - loss: 310.7865 - logits_profile_predictions_loss: 305.7561 - logcount_predictions_loss: 0.3961 41/1594 [..............................] - ETA: 8:14 - loss: 310.7107 - logits_profile_predictions_loss: 305.6758 - logcount_predictions_loss: 0.3964 42/1594 [..............................] - ETA: 8:14 - loss: 310.6557 - logits_profile_predictions_loss: 305.6172 - logcount_predictions_loss: 0.3967 43/1594 [..............................] - ETA: 8:14 - loss: 310.5994 - logits_profile_predictions_loss: 305.5572 - logcount_predictions_loss: 0.3970 44/1594 [..............................] - ETA: 8:14 - loss: 310.5316 - logits_profile_predictions_loss: 305.4857 - logcount_predictions_loss: 0.3973 45/1594 [..............................] - ETA: 8:13 - loss: 310.4638 - logits_profile_predictions_loss: 305.4148 - logcount_predictions_loss: 0.3976 46/1594 [..............................] - ETA: 8:13 - loss: 310.3919 - logits_profile_predictions_loss: 305.3390 - logcount_predictions_loss: 0.3979 47/1594 [..............................] - ETA: 8:13 - loss: 310.3234 - logits_profile_predictions_loss: 305.2662 - logcount_predictions_loss: 0.3982 48/1594 [..............................] - ETA: 8:13 - loss: 310.2555 - logits_profile_predictions_loss: 305.1935 - logcount_predictions_loss: 0.3986 49/1594 [..............................] - ETA: 8:13 - loss: 310.1918 - logits_profile_predictions_loss: 305.1256 - logcount_predictions_loss: 0.3989 50/1594 [..............................] - ETA: 8:13 - loss: 310.1262 - logits_profile_predictions_loss: 305.0555 - logcount_predictions_loss: 0.3993 51/1594 [..............................] - ETA: 8:13 - loss: 310.0533 - logits_profile_predictions_loss: 304.9788 - logcount_predictions_loss: 0.3996 52/1594 [..............................] - ETA: 8:13 - loss: 309.9814 - logits_profile_predictions_loss: 304.9035 - logcount_predictions_loss: 0.3998 53/1594 [..............................] - ETA: 8:13 - loss: 309.9057 - logits_profile_predictions_loss: 304.8244 - logcount_predictions_loss: 0.4001 54/1594 [>.............................] - ETA: 8:13 - loss: 309.8350 - logits_profile_predictions_loss: 304.7507 - logcount_predictions_loss: 0.4003 55/1594 [>.............................] - ETA: 8:12 - loss: 309.7630 - logits_profile_predictions_loss: 304.6755 - logcount_predictions_loss: 0.4006 56/1594 [>.............................] - ETA: 8:12 - loss: 309.7026 - logits_profile_predictions_loss: 304.6122 - logcount_predictions_loss: 0.4008 57/1594 [>.............................] - ETA: 8:12 - loss: 309.6534 - logits_profile_predictions_loss: 304.5602 - logcount_predictions_loss: 0.4010 58/1594 [>.............................] - ETA: 8:12 - loss: 309.6252 - logits_profile_predictions_loss: 304.5302 - logcount_predictions_loss: 0.4012 59/1594 [>.............................] - ETA: 8:12 - loss: 309.5927 - logits_profile_predictions_loss: 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logits_profile_predictions_loss: 304.0845 - logcount_predictions_loss: 0.3972 1589/1594 [============================>.] - ETA: 1s - loss: 309.1297 - logits_profile_predictions_loss: 304.0847 - logcount_predictions_loss: 0.3972 1590/1594 [============================>.] - ETA: 1s - loss: 309.1298 - logits_profile_predictions_loss: 304.0849 - logcount_predictions_loss: 0.3972 1591/1594 [============================>.] - ETA: 1s - loss: 309.1300 - logits_profile_predictions_loss: 304.0850 - logcount_predictions_loss: 0.3972 1592/1594 [============================>.] - ETA: 0s - loss: 309.1301 - logits_profile_predictions_loss: 304.0852 - logcount_predictions_loss: 0.3972 1593/1594 [============================>.] - ETA: 0s - loss: 309.1303 - logits_profile_predictions_loss: 304.0854 - logcount_predictions_loss: 0.3972 1594/1594 [==============================] - ETA: 0s - loss: 309.1305 - logits_profile_predictions_loss: 304.0855 - logcount_predictions_loss: 0.3972 1594/1594 [==============================] - 557s 350ms/step - loss: 309.1307 - logits_profile_predictions_loss: 304.0857 - logcount_predictions_loss: 0.3972 - val_loss: 351.0433 - val_logits_profile_predictions_loss: 345.1073 - val_logcount_predictions_loss: 0.4674 Epoch 00009: val_loss did not improve from 350.17654 Epoch 10/50 1/1594 [..............................] - ETA: 8:28 - loss: 347.3802 - logits_profile_predictions_loss: 343.0221 - logcount_predictions_loss: 0.3432 2/1594 [..............................] - ETA: 8:19 - loss: 337.7481 - logits_profile_predictions_loss: 333.2379 - logcount_predictions_loss: 0.3551 3/1594 [..............................] - ETA: 8:20 - loss: 326.6509 - logits_profile_predictions_loss: 321.9468 - logcount_predictions_loss: 0.3704 4/1594 [..............................] - ETA: 8:21 - loss: 320.4720 - logits_profile_predictions_loss: 315.5977 - logcount_predictions_loss: 0.3838 5/1594 [..............................] - ETA: 8:21 - loss: 316.0885 - logits_profile_predictions_loss: 311.1328 - logcount_predictions_loss: 0.3902 6/1594 [..............................] - ETA: 8:21 - loss: 313.7685 - logits_profile_predictions_loss: 308.7625 - logcount_predictions_loss: 0.3942 7/1594 [..............................] - ETA: 8:21 - loss: 312.8999 - logits_profile_predictions_loss: 307.8757 - logcount_predictions_loss: 0.3956 8/1594 [..............................] - ETA: 8:21 - loss: 312.2332 - logits_profile_predictions_loss: 307.2176 - logcount_predictions_loss: 0.3949 9/1594 [..............................] - ETA: 8:20 - loss: 311.6558 - logits_profile_predictions_loss: 306.6480 - logcount_predictions_loss: 0.3943 10/1594 [..............................] - ETA: 8:20 - loss: 311.6250 - logits_profile_predictions_loss: 306.6246 - logcount_predictions_loss: 0.3937 11/1594 [..............................] - ETA: 8:20 - loss: 311.6757 - logits_profile_predictions_loss: 306.6755 - logcount_predictions_loss: 0.3937 12/1594 [..............................] - ETA: 8:20 - loss: 311.8267 - logits_profile_predictions_loss: 306.8257 - logcount_predictions_loss: 0.3938 13/1594 [..............................] - ETA: 8:20 - loss: 311.9855 - logits_profile_predictions_loss: 306.9877 - logcount_predictions_loss: 0.3935 14/1594 [..............................] - ETA: 8:19 - loss: 312.1433 - logits_profile_predictions_loss: 307.1584 - logcount_predictions_loss: 0.3925 15/1594 [..............................] - ETA: 8:19 - loss: 312.1547 - logits_profile_predictions_loss: 307.1807 - logcount_predictions_loss: 0.3917 16/1594 [..............................] - ETA: 8:19 - loss: 312.2132 - logits_profile_predictions_loss: 307.2481 - logcount_predictions_loss: 0.3909 17/1594 [..............................] - ETA: 8:19 - loss: 312.3949 - logits_profile_predictions_loss: 307.4345 - logcount_predictions_loss: 0.3906 18/1594 [..............................] - ETA: 8:19 - loss: 312.5453 - logits_profile_predictions_loss: 307.5867 - logcount_predictions_loss: 0.3904 19/1594 [..............................] - ETA: 8:19 - loss: 312.7328 - logits_profile_predictions_loss: 307.7798 - logcount_predictions_loss: 0.3900 20/1594 [..............................] - ETA: 8:18 - loss: 312.9210 - logits_profile_predictions_loss: 307.9716 - logcount_predictions_loss: 0.3897 21/1594 [..............................] - ETA: 8:18 - loss: 313.0760 - logits_profile_predictions_loss: 308.1339 - logcount_predictions_loss: 0.3891 22/1594 [..............................] - ETA: 8:18 - loss: 313.1297 - logits_profile_predictions_loss: 308.1901 - logcount_predictions_loss: 0.3889 23/1594 [..............................] - ETA: 8:18 - loss: 313.1570 - logits_profile_predictions_loss: 308.2201 - logcount_predictions_loss: 0.3887 24/1594 [..............................] - ETA: 8:18 - loss: 313.1354 - logits_profile_predictions_loss: 308.2020 - logcount_predictions_loss: 0.3885 25/1594 [..............................] - ETA: 8:18 - loss: 313.1657 - logits_profile_predictions_loss: 308.2365 - logcount_predictions_loss: 0.3881 26/1594 [..............................] - ETA: 8:17 - loss: 313.2137 - logits_profile_predictions_loss: 308.2872 - logcount_predictions_loss: 0.3879 27/1594 [..............................] - ETA: 8:17 - loss: 313.2818 - logits_profile_predictions_loss: 308.3562 - logcount_predictions_loss: 0.3878 28/1594 [..............................] - ETA: 8:17 - loss: 313.3551 - logits_profile_predictions_loss: 308.4300 - logcount_predictions_loss: 0.3878 29/1594 [..............................] - ETA: 8:17 - loss: 313.4302 - logits_profile_predictions_loss: 308.5062 - logcount_predictions_loss: 0.3877 30/1594 [..............................] - ETA: 8:17 - loss: 313.4784 - logits_profile_predictions_loss: 308.5565 - logcount_predictions_loss: 0.3875 31/1594 [..............................] - ETA: 8:16 - loss: 313.5132 - logits_profile_predictions_loss: 308.5935 - logcount_predictions_loss: 0.3874 32/1594 [..............................] - ETA: 8:16 - loss: 313.5255 - logits_profile_predictions_loss: 308.6074 - logcount_predictions_loss: 0.3872 33/1594 [..............................] - ETA: 8:16 - loss: 313.5394 - logits_profile_predictions_loss: 308.6239 - logcount_predictions_loss: 0.3870 34/1594 [..............................] - ETA: 8:16 - loss: 313.5644 - logits_profile_predictions_loss: 308.6520 - logcount_predictions_loss: 0.3868 35/1594 [..............................] - ETA: 8:16 - loss: 313.5928 - logits_profile_predictions_loss: 308.6838 - logcount_predictions_loss: 0.3865 36/1594 [..............................] - ETA: 8:15 - loss: 313.6083 - logits_profile_predictions_loss: 308.7028 - logcount_predictions_loss: 0.3863 37/1594 [..............................] - ETA: 8:15 - loss: 313.5988 - logits_profile_predictions_loss: 308.6976 - logcount_predictions_loss: 0.3859 38/1594 [..............................] - ETA: 8:15 - loss: 313.5719 - logits_profile_predictions_loss: 308.6745 - logcount_predictions_loss: 0.3856 39/1594 [..............................] - ETA: 8:15 - loss: 313.5678 - logits_profile_predictions_loss: 308.6749 - logcount_predictions_loss: 0.3853 40/1594 [..............................] - ETA: 8:15 - loss: 313.5599 - logits_profile_predictions_loss: 308.6718 - logcount_predictions_loss: 0.3849 41/1594 [..............................] - ETA: 8:15 - loss: 313.5309 - logits_profile_predictions_loss: 308.6465 - logcount_predictions_loss: 0.3846 42/1594 [..............................] - ETA: 8:15 - loss: 313.4787 - logits_profile_predictions_loss: 308.5979 - logcount_predictions_loss: 0.3843 43/1594 [..............................] - ETA: 8:15 - loss: 313.4407 - logits_profile_predictions_loss: 308.5637 - logcount_predictions_loss: 0.3840 44/1594 [..............................] - ETA: 8:14 - loss: 313.3884 - logits_profile_predictions_loss: 308.5148 - logcount_predictions_loss: 0.3837 45/1594 [..............................] - ETA: 8:14 - loss: 313.3338 - logits_profile_predictions_loss: 308.4626 - logcount_predictions_loss: 0.3836 46/1594 [..............................] - ETA: 8:14 - loss: 313.2755 - logits_profile_predictions_loss: 308.4065 - logcount_predictions_loss: 0.3834 47/1594 [..............................] - ETA: 8:14 - loss: 313.2169 - logits_profile_predictions_loss: 308.3503 - logcount_predictions_loss: 0.3832 48/1594 [..............................] - ETA: 8:14 - loss: 313.1559 - logits_profile_predictions_loss: 308.2917 - logcount_predictions_loss: 0.3830 49/1594 [..............................] - ETA: 8:14 - loss: 313.0896 - logits_profile_predictions_loss: 308.2277 - logcount_predictions_loss: 0.3828 50/1594 [..............................] - ETA: 8:14 - loss: 313.0404 - logits_profile_predictions_loss: 308.1809 - logcount_predictions_loss: 0.3826 51/1594 [..............................] - ETA: 8:14 - loss: 312.9822 - logits_profile_predictions_loss: 308.1247 - logcount_predictions_loss: 0.3825 52/1594 [..............................] - ETA: 8:14 - loss: 312.9182 - logits_profile_predictions_loss: 308.0630 - logcount_predictions_loss: 0.3823 53/1594 [..............................] - ETA: 8:14 - loss: 312.8715 - logits_profile_predictions_loss: 308.0184 - logcount_predictions_loss: 0.3821 54/1594 [>.............................] - ETA: 8:14 - loss: 312.8206 - logits_profile_predictions_loss: 307.9698 - logcount_predictions_loss: 0.3819 55/1594 [>.............................] - ETA: 8:14 - loss: 312.7668 - logits_profile_predictions_loss: 307.9185 - logcount_predictions_loss: 0.3818 56/1594 [>.............................] - ETA: 8:14 - loss: 312.7114 - logits_profile_predictions_loss: 307.8659 - logcount_predictions_loss: 0.3815 57/1594 [>.............................] - ETA: 8:13 - loss: 312.6597 - logits_profile_predictions_loss: 307.8163 - logcount_predictions_loss: 0.3814 58/1594 [>.............................] - ETA: 8:13 - loss: 312.6154 - logits_profile_predictions_loss: 307.7745 - logcount_predictions_loss: 0.3812 59/1594 [>.............................] - ETA: 8:13 - loss: 312.5779 - logits_profile_predictions_loss: 307.7393 - logcount_predictions_loss: 0.3810 60/1594 [>.............................] - ETA: 8:13 - loss: 312.5357 - logits_profile_predictions_loss: 307.6994 - logcount_predictions_loss: 0.3808 61/1594 [>.............................] - ETA: 8:13 - loss: 312.4803 - logits_profile_predictions_loss: 307.6466 - logcount_predictions_loss: 0.3806 62/1594 [>.............................] - ETA: 8:13 - loss: 312.4243 - logits_profile_predictions_loss: 307.5927 - logcount_predictions_loss: 0.3804 63/1594 [>.............................] - ETA: 8:13 - loss: 312.3711 - logits_profile_predictions_loss: 307.5411 - logcount_predictions_loss: 0.3803 64/1594 [>.............................] - ETA: 8:13 - loss: 312.3243 - logits_profile_predictions_loss: 307.4963 - logcount_predictions_loss: 0.3802 65/1594 [>.............................] - ETA: 8:13 - loss: 312.2820 - logits_profile_predictions_loss: 307.4557 - logcount_predictions_loss: 0.3800 66/1594 [>.............................] - ETA: 8:13 - loss: 312.2372 - logits_profile_predictions_loss: 307.4127 - logcount_predictions_loss: 0.3799 67/1594 [>.............................] - ETA: 8:12 - loss: 312.1893 - logits_profile_predictions_loss: 307.3668 - logcount_predictions_loss: 0.3797 68/1594 [>.............................] - ETA: 8:12 - loss: 312.1455 - logits_profile_predictions_loss: 307.3251 - logcount_predictions_loss: 0.3796 69/1594 [>.............................] - ETA: 8:12 - loss: 312.0966 - logits_profile_predictions_loss: 307.2782 - logcount_predictions_loss: 0.3794 70/1594 [>.............................] - ETA: 8:12 - loss: 312.0430 - logits_profile_predictions_loss: 307.2270 - logcount_predictions_loss: 0.3792 71/1594 [>.............................] - ETA: 8:12 - loss: 311.9892 - logits_profile_predictions_loss: 307.1753 - logcount_predictions_loss: 0.3790 72/1594 [>.............................] - ETA: 8:12 - loss: 311.9419 - logits_profile_predictions_loss: 307.1302 - logcount_predictions_loss: 0.3789 73/1594 [>.............................] - ETA: 8:12 - loss: 311.8962 - logits_profile_predictions_loss: 307.0865 - logcount_predictions_loss: 0.3787 74/1594 [>.............................] - ETA: 8:12 - loss: 311.8540 - logits_profile_predictions_loss: 307.0463 - logcount_predictions_loss: 0.3786 75/1594 [>.............................] - ETA: 8:11 - loss: 311.8168 - logits_profile_predictions_loss: 307.0112 - logcount_predictions_loss: 0.3784 76/1594 [>.............................] - ETA: 8:11 - loss: 311.7812 - logits_profile_predictions_loss: 306.9778 - logcount_predictions_loss: 0.3782 77/1594 [>.............................] - ETA: 8:11 - loss: 311.7484 - logits_profile_predictions_loss: 306.9468 - logcount_predictions_loss: 0.3781 78/1594 [>.............................] - ETA: 8:11 - loss: 311.7144 - logits_profile_predictions_loss: 306.9147 - logcount_predictions_loss: 0.3779 79/1594 [>.............................] - ETA: 8:11 - loss: 311.6751 - logits_profile_predictions_loss: 306.8770 - logcount_predictions_loss: 0.3778 80/1594 [>.............................] - ETA: 8:11 - loss: 311.6420 - logits_profile_predictions_loss: 306.8457 - logcount_predictions_loss: 0.3777 81/1594 [>.............................] - ETA: 8:10 - loss: 311.6055 - logits_profile_predictions_loss: 306.8112 - logcount_predictions_loss: 0.3775 82/1594 [>.............................] - ETA: 8:10 - loss: 311.5658 - logits_profile_predictions_loss: 306.7735 - logcount_predictions_loss: 0.3773 83/1594 [>.............................] - ETA: 8:10 - loss: 311.5330 - logits_profile_predictions_loss: 306.7424 - logcount_predictions_loss: 0.3772 84/1594 [>.............................] - ETA: 8:10 - loss: 311.5054 - logits_profile_predictions_loss: 306.7167 - logcount_predictions_loss: 0.3771 85/1594 [>.............................] - ETA: 8:10 - loss: 311.4783 - logits_profile_predictions_loss: 306.6914 - logcount_predictions_loss: 0.3769 86/1594 [>.............................] - ETA: 8:10 - loss: 311.4549 - logits_profile_predictions_loss: 306.6700 - logcount_predictions_loss: 0.3768 87/1594 [>.............................] - ETA: 8:09 - loss: 311.4326 - logits_profile_predictions_loss: 306.6497 - logcount_predictions_loss: 0.3766 88/1594 [>.............................] - ETA: 8:09 - loss: 311.4102 - logits_profile_predictions_loss: 306.6294 - logcount_predictions_loss: 0.3764 89/1594 [>.............................] - ETA: 8:09 - loss: 311.3849 - logits_profile_predictions_loss: 306.6060 - logcount_predictions_loss: 0.3763 90/1594 [>.............................] - ETA: 8:09 - loss: 311.3576 - logits_profile_predictions_loss: 306.5806 - logcount_predictions_loss: 0.3761 91/1594 [>.............................] - ETA: 8:09 - loss: 311.3287 - logits_profile_predictions_loss: 306.5537 - logcount_predictions_loss: 0.3760 92/1594 [>.............................] - ETA: 8:08 - loss: 311.3016 - logits_profile_predictions_loss: 306.5286 - logcount_predictions_loss: 0.3758 93/1594 [>.............................] - ETA: 8:08 - loss: 311.2742 - logits_profile_predictions_loss: 306.5030 - logcount_predictions_loss: 0.3757 94/1594 [>.............................] - ETA: 8:08 - loss: 311.2464 - logits_profile_predictions_loss: 306.4772 - logcount_predictions_loss: 0.3755 95/1594 [>.............................] - ETA: 8:08 - loss: 311.2213 - logits_profile_predictions_loss: 306.4540 - logcount_predictions_loss: 0.3754 96/1594 [>.............................] - ETA: 8:08 - loss: 311.1900 - logits_profile_predictions_loss: 306.4246 - logcount_predictions_loss: 0.3752 97/1594 [>.............................] - ETA: 8:07 - loss: 311.1607 - logits_profile_predictions_loss: 306.3970 - logcount_predictions_loss: 0.3751 98/1594 [>.............................] - ETA: 8:07 - loss: 311.1324 - logits_profile_predictions_loss: 306.3705 - logcount_predictions_loss: 0.3749 99/1594 [>.............................] - ETA: 8:07 - loss: 311.1043 - logits_profile_predictions_loss: 306.3442 - logcount_predictions_loss: 0.3748 100/1594 [>.............................] - ETA: 8:07 - loss: 311.0732 - logits_profile_predictions_loss: 306.3149 - logcount_predictions_loss: 0.3747 101/1594 [>.............................] - ETA: 8:07 - loss: 311.0424 - logits_profile_predictions_loss: 306.2858 - logcount_predictions_loss: 0.3745 102/1594 [>.............................] - ETA: 8:06 - loss: 311.0114 - logits_profile_predictions_loss: 306.2564 - logcount_predictions_loss: 0.3744 103/1594 [>.............................] - ETA: 8:06 - loss: 310.9776 - logits_profile_predictions_loss: 306.2243 - logcount_predictions_loss: 0.3743 104/1594 [>.............................] - ETA: 8:06 - loss: 310.9483 - logits_profile_predictions_loss: 306.1967 - logcount_predictions_loss: 0.3741 105/1594 [>.............................] - ETA: 8:06 - loss: 310.9188 - logits_profile_predictions_loss: 306.1689 - logcount_predictions_loss: 0.3740 106/1594 [>.............................] - ETA: 8:06 - loss: 310.8912 - logits_profile_predictions_loss: 306.1430 - logcount_predictions_loss: 0.3739 107/1594 [=>............................] - ETA: 8:05 - loss: 310.8637 - logits_profile_predictions_loss: 306.1172 - logcount_predictions_loss: 0.3737 108/1594 [=>............................] - ETA: 8:05 - loss: 310.8339 - logits_profile_predictions_loss: 306.0893 - logcount_predictions_loss: 0.3736 109/1594 [=>............................] - ETA: 8:05 - loss: 310.8050 - logits_profile_predictions_loss: 306.0623 - logcount_predictions_loss: 0.3734 110/1594 [=>............................] - ETA: 8:05 - loss: 310.7763 - logits_profile_predictions_loss: 306.0354 - logcount_predictions_loss: 0.3733 111/1594 [=>............................] - ETA: 8:05 - loss: 310.7457 - logits_profile_predictions_loss: 306.0066 - logcount_predictions_loss: 0.3732 112/1594 [=>............................] - ETA: 8:04 - loss: 310.7141 - logits_profile_predictions_loss: 305.9768 - logcount_predictions_loss: 0.3730 113/1594 [=>............................] - ETA: 8:04 - loss: 310.6840 - logits_profile_predictions_loss: 305.9483 - logcount_predictions_loss: 0.3729 114/1594 [=>............................] - ETA: 8:04 - loss: 310.6523 - logits_profile_predictions_loss: 305.9183 - logcount_predictions_loss: 0.3728 115/1594 [=>............................] - ETA: 8:04 - loss: 310.6231 - logits_profile_predictions_loss: 305.8907 - logcount_predictions_loss: 0.3726 116/1594 [=>............................] - ETA: 8:03 - loss: 310.5973 - logits_profile_predictions_loss: 305.8665 - logcount_predictions_loss: 0.3725 117/1594 [=>............................] - ETA: 8:03 - loss: 310.5719 - logits_profile_predictions_loss: 305.8429 - logcount_predictions_loss: 0.3724 118/1594 [=>............................] - ETA: 8:03 - loss: 310.5485 - logits_profile_predictions_loss: 305.8212 - logcount_predictions_loss: 0.3722 119/1594 [=>............................] - ETA: 8:03 - loss: 310.5240 - logits_profile_predictions_loss: 305.7982 - logcount_predictions_loss: 0.3721 120/1594 [=>............................] - ETA: 8:02 - loss: 310.5002 - logits_profile_predictions_loss: 305.7761 - logcount_predictions_loss: 0.3720 121/1594 [=>............................] - ETA: 8:02 - loss: 310.4764 - logits_profile_predictions_loss: 305.7539 - logcount_predictions_loss: 0.3719 122/1594 [=>............................] - ETA: 8:02 - loss: 310.4535 - logits_profile_predictions_loss: 305.7325 - logcount_predictions_loss: 0.3717 123/1594 [=>............................] - ETA: 8:02 - loss: 310.4301 - logits_profile_predictions_loss: 305.7107 - logcount_predictions_loss: 0.3716 124/1594 [=>............................] - ETA: 8:02 - loss: 310.4061 - logits_profile_predictions_loss: 305.6882 - logcount_predictions_loss: 0.3715 125/1594 [=>............................] - ETA: 8:01 - loss: 310.3810 - logits_profile_predictions_loss: 305.6647 - logcount_predictions_loss: 0.3714 126/1594 [=>............................] - ETA: 8:01 - loss: 310.3576 - logits_profile_predictions_loss: 305.6428 - logcount_predictions_loss: 0.3712 127/1594 [=>............................] - ETA: 8:01 - loss: 310.3346 - logits_profile_predictions_loss: 305.6214 - logcount_predictions_loss: 0.3711 128/1594 [=>............................] - ETA: 8:01 - loss: 310.3130 - logits_profile_predictions_loss: 305.6012 - logcount_predictions_loss: 0.3710 129/1594 [=>............................] - ETA: 8:00 - loss: 310.2894 - logits_profile_predictions_loss: 305.5791 - logcount_predictions_loss: 0.3709 130/1594 [=>............................] - ETA: 8:00 - loss: 310.2650 - logits_profile_predictions_loss: 305.5561 - logcount_predictions_loss: 0.3708 131/1594 [=>............................] - ETA: 8:00 - loss: 310.2396 - logits_profile_predictions_loss: 305.5320 - logcount_predictions_loss: 0.3707 132/1594 [=>............................] - ETA: 7:59 - loss: 310.2143 - logits_profile_predictions_loss: 305.5079 - logcount_predictions_loss: 0.3706 133/1594 [=>............................] - ETA: 7:59 - loss: 310.1897 - logits_profile_predictions_loss: 305.4846 - logcount_predictions_loss: 0.3705 134/1594 [=>............................] - ETA: 7:59 - loss: 310.1660 - logits_profile_predictions_loss: 305.4621 - logcount_predictions_loss: 0.3704 135/1594 [=>............................] - ETA: 7:59 - loss: 310.1422 - logits_profile_predictions_loss: 305.4396 - logcount_predictions_loss: 0.3703 136/1594 [=>............................] - ETA: 7:58 - loss: 310.1198 - logits_profile_predictions_loss: 305.4183 - logcount_predictions_loss: 0.3702 137/1594 [=>............................] - ETA: 7:58 - loss: 310.0971 - logits_profile_predictions_loss: 305.3969 - logcount_predictions_loss: 0.3701 138/1594 [=>............................] - ETA: 7:58 - loss: 310.0761 - logits_profile_predictions_loss: 305.3770 - logcount_predictions_loss: 0.3700 139/1594 [=>............................] - ETA: 7:58 - loss: 310.0574 - logits_profile_predictions_loss: 305.3596 - logcount_predictions_loss: 0.3699 140/1594 [=>............................] - ETA: 7:57 - loss: 310.0380 - logits_profile_predictions_loss: 305.3414 - logcount_predictions_loss: 0.3698 141/1594 [=>............................] - ETA: 7:57 - loss: 310.0175 - logits_profile_predictions_loss: 305.3221 - logcount_predictions_loss: 0.3697 142/1594 [=>............................] - ETA: 7:57 - loss: 309.9967 - logits_profile_predictions_loss: 305.3025 - logcount_predictions_loss: 0.3696 143/1594 [=>............................] - ETA: 7:57 - loss: 309.9772 - 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[============================>.] - ETA: 13s - loss: 305.8508 - logits_profile_predictions_loss: 301.5045 - logcount_predictions_loss: 0.3422 1555/1594 [============================>.] - ETA: 13s - loss: 305.8501 - logits_profile_predictions_loss: 301.5039 - logcount_predictions_loss: 0.3422 1556/1594 [============================>.] - ETA: 12s - loss: 305.8495 - logits_profile_predictions_loss: 301.5033 - logcount_predictions_loss: 0.3422 1557/1594 [============================>.] - ETA: 12s - loss: 305.8488 - logits_profile_predictions_loss: 301.5028 - logcount_predictions_loss: 0.3422 1558/1594 [============================>.] - ETA: 12s - loss: 305.8482 - logits_profile_predictions_loss: 301.5022 - logcount_predictions_loss: 0.3422 1559/1594 [============================>.] - ETA: 11s - loss: 305.8475 - logits_profile_predictions_loss: 301.5016 - logcount_predictions_loss: 0.3422 1560/1594 [============================>.] - ETA: 11s - loss: 305.8469 - 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[============================>.] - ETA: 9s - loss: 305.8423 - logits_profile_predictions_loss: 301.4971 - logcount_predictions_loss: 0.3422 1568/1594 [============================>.] - ETA: 8s - loss: 305.8417 - logits_profile_predictions_loss: 301.4965 - logcount_predictions_loss: 0.3422 1569/1594 [============================>.] - ETA: 8s - loss: 305.8410 - logits_profile_predictions_loss: 301.4959 - logcount_predictions_loss: 0.3421 1570/1594 [============================>.] - ETA: 8s - loss: 305.8404 - logits_profile_predictions_loss: 301.4954 - logcount_predictions_loss: 0.3421 1571/1594 [============================>.] - ETA: 7s - loss: 305.8398 - logits_profile_predictions_loss: 301.4948 - logcount_predictions_loss: 0.3421 1572/1594 [============================>.] - ETA: 7s - loss: 305.8391 - logits_profile_predictions_loss: 301.4943 - logcount_predictions_loss: 0.3421 1573/1594 [============================>.] - ETA: 7s - loss: 305.8385 - logits_profile_predictions_loss: 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[..............................] - ETA: 8:20 - loss: 304.5934 - logits_profile_predictions_loss: 300.2665 - logcount_predictions_loss: 0.3407 18/1594 [..............................] - ETA: 8:20 - loss: 304.4167 - logits_profile_predictions_loss: 300.1171 - logcount_predictions_loss: 0.3386 19/1594 [..............................] - ETA: 8:20 - loss: 304.3329 - logits_profile_predictions_loss: 300.0586 - logcount_predictions_loss: 0.3366 20/1594 [..............................] - ETA: 8:20 - loss: 304.2893 - logits_profile_predictions_loss: 300.0386 - logcount_predictions_loss: 0.3347 21/1594 [..............................] - ETA: 8:20 - loss: 304.2986 - logits_profile_predictions_loss: 300.0708 - logcount_predictions_loss: 0.3329 22/1594 [..............................] - ETA: 8:19 - loss: 304.3579 - logits_profile_predictions_loss: 300.1507 - logcount_predictions_loss: 0.3313 23/1594 [..............................] - ETA: 8:19 - loss: 304.4113 - logits_profile_predictions_loss: 300.2230 - logcount_predictions_loss: 0.3298 24/1594 [..............................] - ETA: 8:19 - loss: 304.4483 - logits_profile_predictions_loss: 300.2779 - logcount_predictions_loss: 0.3284 25/1594 [..............................] - ETA: 8:19 - loss: 304.5031 - logits_profile_predictions_loss: 300.3476 - logcount_predictions_loss: 0.3272 26/1594 [..............................] - ETA: 8:19 - loss: 304.5746 - logits_profile_predictions_loss: 300.4320 - logcount_predictions_loss: 0.3262 27/1594 [..............................] - ETA: 8:18 - loss: 304.6429 - logits_profile_predictions_loss: 300.5110 - logcount_predictions_loss: 0.3253 28/1594 [..............................] - ETA: 8:18 - loss: 304.6252 - logits_profile_predictions_loss: 300.5049 - logcount_predictions_loss: 0.3244 29/1594 [..............................] - ETA: 8:18 - loss: 304.6237 - logits_profile_predictions_loss: 300.5153 - logcount_predictions_loss: 0.3235 30/1594 [..............................] - ETA: 8:18 - 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[..............................] - ETA: 8:16 - loss: 304.3144 - logits_profile_predictions_loss: 300.3076 - logcount_predictions_loss: 0.3155 51/1594 [..............................] - ETA: 8:16 - loss: 304.3386 - logits_profile_predictions_loss: 300.3339 - logcount_predictions_loss: 0.3153 52/1594 [..............................] - ETA: 8:16 - loss: 304.3461 - logits_profile_predictions_loss: 300.3434 - logcount_predictions_loss: 0.3152 53/1594 [..............................] - ETA: 8:16 - loss: 304.3462 - logits_profile_predictions_loss: 300.3457 - logcount_predictions_loss: 0.3150 54/1594 [>.............................] - ETA: 8:16 - loss: 304.3402 - logits_profile_predictions_loss: 300.3418 - logcount_predictions_loss: 0.3148 55/1594 [>.............................] - ETA: 8:16 - loss: 304.3360 - logits_profile_predictions_loss: 300.3403 - logcount_predictions_loss: 0.3146 56/1594 [>.............................] - ETA: 8:16 - loss: 304.3234 - logits_profile_predictions_loss: 300.3303 - logcount_predictions_loss: 0.3144 57/1594 [>.............................] - ETA: 8:15 - loss: 304.3106 - logits_profile_predictions_loss: 300.3199 - logcount_predictions_loss: 0.3142 58/1594 [>.............................] - ETA: 8:15 - loss: 304.3006 - logits_profile_predictions_loss: 300.3120 - logcount_predictions_loss: 0.3141 59/1594 [>.............................] - ETA: 8:15 - loss: 304.2785 - logits_profile_predictions_loss: 300.2924 - logcount_predictions_loss: 0.3139 60/1594 [>.............................] - ETA: 8:15 - loss: 304.2511 - logits_profile_predictions_loss: 300.2677 - logcount_predictions_loss: 0.3137 61/1594 [>.............................] - ETA: 8:15 - loss: 304.2186 - logits_profile_predictions_loss: 300.2377 - logcount_predictions_loss: 0.3135 62/1594 [>.............................] - ETA: 8:15 - loss: 304.1945 - logits_profile_predictions_loss: 300.2160 - logcount_predictions_loss: 0.3133 63/1594 [>.............................] - ETA: 8:15 - 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logits_profile_predictions_loss: 298.6620 - logcount_predictions_loss: 0.3066 253/1594 [===>..........................] - ETA: 7:26 - loss: 302.5547 - logits_profile_predictions_loss: 298.6613 - logcount_predictions_loss: 0.3066 254/1594 [===>..........................] - ETA: 7:26 - loss: 302.5543 - logits_profile_predictions_loss: 298.6611 - logcount_predictions_loss: 0.3065 255/1594 [===>..........................] - ETA: 7:25 - loss: 302.5541 - logits_profile_predictions_loss: 298.6612 - logcount_predictions_loss: 0.3065 256/1594 [===>..........................] - ETA: 7:25 - loss: 302.5534 - logits_profile_predictions_loss: 298.6607 - logcount_predictions_loss: 0.3065 257/1594 [===>..........................] - ETA: 7:25 - loss: 302.5529 - logits_profile_predictions_loss: 298.6605 - logcount_predictions_loss: 0.3065 258/1594 [===>..........................] - ETA: 7:25 - loss: 302.5524 - logits_profile_predictions_loss: 298.6601 - logcount_predictions_loss: 0.3065 259/1594 [===>..........................] - ETA: 7:24 - loss: 302.5515 - logits_profile_predictions_loss: 298.6594 - logcount_predictions_loss: 0.3065 260/1594 [===>..........................] - ETA: 7:24 - loss: 302.5507 - logits_profile_predictions_loss: 298.6589 - logcount_predictions_loss: 0.3064 261/1594 [===>..........................] - ETA: 7:24 - loss: 302.5496 - logits_profile_predictions_loss: 298.6580 - logcount_predictions_loss: 0.3064 262/1594 [===>..........................] - ETA: 7:23 - loss: 302.5485 - logits_profile_predictions_loss: 298.6571 - logcount_predictions_loss: 0.3064 263/1594 [===>..........................] - ETA: 7:23 - loss: 302.5473 - logits_profile_predictions_loss: 298.6561 - logcount_predictions_loss: 0.3064 264/1594 [===>..........................] - ETA: 7:23 - loss: 302.5463 - logits_profile_predictions_loss: 298.6554 - logcount_predictions_loss: 0.3064 265/1594 [===>..........................] - ETA: 7:22 - loss: 302.5455 - logits_profile_predictions_loss: 298.6547 - logcount_predictions_loss: 0.3064 266/1594 [====>.........................] - ETA: 7:22 - loss: 302.5449 - logits_profile_predictions_loss: 298.6543 - logcount_predictions_loss: 0.3063 267/1594 [====>.........................] - ETA: 7:22 - loss: 302.5438 - logits_profile_predictions_loss: 298.6535 - logcount_predictions_loss: 0.3063 268/1594 [====>.........................] - ETA: 7:21 - loss: 302.5429 - logits_profile_predictions_loss: 298.6528 - logcount_predictions_loss: 0.3063 269/1594 [====>.........................] - ETA: 7:21 - loss: 302.5412 - logits_profile_predictions_loss: 298.6513 - logcount_predictions_loss: 0.3063 270/1594 [====>.........................] - ETA: 7:21 - loss: 302.5393 - logits_profile_predictions_loss: 298.6496 - logcount_predictions_loss: 0.3063 271/1594 [====>.........................] - ETA: 7:20 - loss: 302.5381 - logits_profile_predictions_loss: 298.6485 - logcount_predictions_loss: 0.3063 272/1594 [====>.........................] - ETA: 7:20 - loss: 302.5368 - logits_profile_predictions_loss: 298.6475 - logcount_predictions_loss: 0.3062 273/1594 [====>.........................] - ETA: 7:20 - loss: 302.5363 - logits_profile_predictions_loss: 298.6472 - logcount_predictions_loss: 0.3062 274/1594 [====>.........................] - ETA: 7:19 - loss: 302.5360 - logits_profile_predictions_loss: 298.6471 - logcount_predictions_loss: 0.3062 275/1594 [====>.........................] - ETA: 7:19 - loss: 302.5355 - logits_profile_predictions_loss: 298.6468 - logcount_predictions_loss: 0.3062 276/1594 [====>.........................] - ETA: 7:19 - loss: 302.5348 - logits_profile_predictions_loss: 298.6463 - logcount_predictions_loss: 0.3062 277/1594 [====>.........................] - ETA: 7:19 - loss: 302.5338 - logits_profile_predictions_loss: 298.6455 - logcount_predictions_loss: 0.3062 278/1594 [====>.........................] - ETA: 7:18 - loss: 302.5333 - 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[====>.........................] - ETA: 7:16 - loss: 302.5330 - logits_profile_predictions_loss: 298.6459 - logcount_predictions_loss: 0.3061 286/1594 [====>.........................] - ETA: 7:16 - loss: 302.5336 - logits_profile_predictions_loss: 298.6467 - logcount_predictions_loss: 0.3061 287/1594 [====>.........................] - ETA: 7:15 - loss: 302.5341 - logits_profile_predictions_loss: 298.6473 - logcount_predictions_loss: 0.3060 288/1594 [====>.........................] - ETA: 7:15 - loss: 302.5348 - logits_profile_predictions_loss: 298.6482 - logcount_predictions_loss: 0.3060 289/1594 [====>.........................] - ETA: 7:15 - loss: 302.5355 - logits_profile_predictions_loss: 298.6490 - logcount_predictions_loss: 0.3060 290/1594 [====>.........................] - ETA: 7:14 - loss: 302.5364 - logits_profile_predictions_loss: 298.6501 - logcount_predictions_loss: 0.3060 291/1594 [====>.........................] - ETA: 7:14 - loss: 302.5373 - 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[====>.........................] - ETA: 7:12 - loss: 302.5493 - logits_profile_predictions_loss: 298.6639 - logcount_predictions_loss: 0.3059 299/1594 [====>.........................] - ETA: 7:12 - loss: 302.5511 - logits_profile_predictions_loss: 298.6658 - logcount_predictions_loss: 0.3059 300/1594 [====>.........................] - ETA: 7:11 - loss: 302.5530 - logits_profile_predictions_loss: 298.6677 - logcount_predictions_loss: 0.3059 301/1594 [====>.........................] - ETA: 7:11 - loss: 302.5551 - logits_profile_predictions_loss: 298.6700 - logcount_predictions_loss: 0.3059 302/1594 [====>.........................] - ETA: 7:11 - loss: 302.5571 - logits_profile_predictions_loss: 298.6721 - logcount_predictions_loss: 0.3059 303/1594 [====>.........................] - ETA: 7:10 - loss: 302.5590 - logits_profile_predictions_loss: 298.6741 - logcount_predictions_loss: 0.3059 304/1594 [====>.........................] - ETA: 7:10 - loss: 302.5607 - logits_profile_predictions_loss: 298.6759 - logcount_predictions_loss: 0.3059 305/1594 [====>.........................] - ETA: 7:10 - loss: 302.5627 - logits_profile_predictions_loss: 298.6780 - logcount_predictions_loss: 0.3059 306/1594 [====>.........................] - ETA: 7:09 - loss: 302.5646 - logits_profile_predictions_loss: 298.6800 - logcount_predictions_loss: 0.3059 307/1594 [====>.........................] - ETA: 7:09 - loss: 302.5660 - logits_profile_predictions_loss: 298.6814 - logcount_predictions_loss: 0.3059 308/1594 [====>.........................] - ETA: 7:09 - loss: 302.5677 - logits_profile_predictions_loss: 298.6832 - logcount_predictions_loss: 0.3059 309/1594 [====>.........................] - ETA: 7:08 - loss: 302.5693 - logits_profile_predictions_loss: 298.6850 - logcount_predictions_loss: 0.3059 310/1594 [====>.........................] - ETA: 7:08 - loss: 302.5709 - logits_profile_predictions_loss: 298.6867 - logcount_predictions_loss: 0.3058 311/1594 [====>.........................] - ETA: 7:08 - loss: 302.5725 - logits_profile_predictions_loss: 298.6884 - logcount_predictions_loss: 0.3058 312/1594 [====>.........................] - ETA: 7:07 - loss: 302.5742 - logits_profile_predictions_loss: 298.6901 - logcount_predictions_loss: 0.3058 313/1594 [====>.........................] - ETA: 7:07 - loss: 302.5756 - logits_profile_predictions_loss: 298.6917 - logcount_predictions_loss: 0.3058 314/1594 [====>.........................] - ETA: 7:07 - loss: 302.5769 - logits_profile_predictions_loss: 298.6930 - logcount_predictions_loss: 0.3058 315/1594 [====>.........................] - ETA: 7:06 - loss: 302.5782 - logits_profile_predictions_loss: 298.6944 - logcount_predictions_loss: 0.3058 316/1594 [====>.........................] - ETA: 7:06 - loss: 302.5790 - logits_profile_predictions_loss: 298.6954 - logcount_predictions_loss: 0.3058 317/1594 [====>.........................] - ETA: 7:06 - loss: 302.5797 - logits_profile_predictions_loss: 298.6961 - logcount_predictions_loss: 0.3058 318/1594 [====>.........................] - ETA: 7:05 - loss: 302.5806 - logits_profile_predictions_loss: 298.6972 - logcount_predictions_loss: 0.3058 319/1594 [=====>........................] - ETA: 7:05 - loss: 302.5813 - logits_profile_predictions_loss: 298.6979 - logcount_predictions_loss: 0.3058 320/1594 [=====>........................] - ETA: 7:05 - loss: 302.5821 - logits_profile_predictions_loss: 298.6988 - logcount_predictions_loss: 0.3058 321/1594 [=====>........................] - ETA: 7:04 - loss: 302.5826 - logits_profile_predictions_loss: 298.6995 - logcount_predictions_loss: 0.3058 322/1594 [=====>........................] - ETA: 7:04 - loss: 302.5834 - logits_profile_predictions_loss: 298.7003 - logcount_predictions_loss: 0.3057 323/1594 [=====>........................] - ETA: 7:04 - loss: 302.5840 - logits_profile_predictions_loss: 298.7011 - logcount_predictions_loss: 0.3057 324/1594 [=====>........................] - ETA: 7:03 - loss: 302.5845 - logits_profile_predictions_loss: 298.7017 - logcount_predictions_loss: 0.3057 325/1594 [=====>........................] - ETA: 7:03 - loss: 302.5847 - logits_profile_predictions_loss: 298.7020 - logcount_predictions_loss: 0.3057 326/1594 [=====>........................] - ETA: 7:03 - loss: 302.5849 - logits_profile_predictions_loss: 298.7022 - logcount_predictions_loss: 0.3057 327/1594 [=====>........................] - ETA: 7:03 - loss: 302.5853 - logits_profile_predictions_loss: 298.7027 - logcount_predictions_loss: 0.3057 328/1594 [=====>........................] - ETA: 7:02 - loss: 302.5853 - logits_profile_predictions_loss: 298.7028 - logcount_predictions_loss: 0.3057 329/1594 [=====>........................] - ETA: 7:02 - loss: 302.5850 - logits_profile_predictions_loss: 298.7026 - logcount_predictions_loss: 0.3057 330/1594 [=====>........................] - ETA: 7:02 - loss: 302.5845 - logits_profile_predictions_loss: 298.7022 - logcount_predictions_loss: 0.3057 331/1594 [=====>........................] - ETA: 7:01 - loss: 302.5840 - logits_profile_predictions_loss: 298.7018 - logcount_predictions_loss: 0.3057 332/1594 [=====>........................] - ETA: 7:01 - loss: 302.5841 - logits_profile_predictions_loss: 298.7021 - logcount_predictions_loss: 0.3057 333/1594 [=====>........................] - ETA: 7:01 - loss: 302.5841 - logits_profile_predictions_loss: 298.7021 - logcount_predictions_loss: 0.3057 334/1594 [=====>........................] - ETA: 7:00 - loss: 302.5840 - logits_profile_predictions_loss: 298.7022 - logcount_predictions_loss: 0.3057 335/1594 [=====>........................] - ETA: 7:00 - loss: 302.5838 - logits_profile_predictions_loss: 298.7021 - logcount_predictions_loss: 0.3056 336/1594 [=====>........................] - ETA: 7:00 - loss: 302.5839 - logits_profile_predictions_loss: 298.7023 - logcount_predictions_loss: 0.3056 337/1594 [=====>........................] - ETA: 6:59 - loss: 302.5839 - logits_profile_predictions_loss: 298.7024 - logcount_predictions_loss: 0.3056 338/1594 [=====>........................] - ETA: 6:59 - loss: 302.5840 - logits_profile_predictions_loss: 298.7026 - logcount_predictions_loss: 0.3056 339/1594 [=====>........................] - ETA: 6:59 - loss: 302.5844 - logits_profile_predictions_loss: 298.7031 - logcount_predictions_loss: 0.3056 340/1594 [=====>........................] - ETA: 6:58 - loss: 302.5849 - logits_profile_predictions_loss: 298.7036 - logcount_predictions_loss: 0.3056 341/1594 [=====>........................] - ETA: 6:58 - loss: 302.5855 - logits_profile_predictions_loss: 298.7044 - logcount_predictions_loss: 0.3056 342/1594 [=====>........................] - ETA: 6:58 - loss: 302.5861 - logits_profile_predictions_loss: 298.7051 - logcount_predictions_loss: 0.3056 343/1594 [=====>........................] - ETA: 6:57 - loss: 302.5865 - logits_profile_predictions_loss: 298.7056 - logcount_predictions_loss: 0.3056 344/1594 [=====>........................] - ETA: 6:57 - loss: 302.5866 - logits_profile_predictions_loss: 298.7058 - logcount_predictions_loss: 0.3056 345/1594 [=====>........................] - ETA: 6:57 - loss: 302.5865 - logits_profile_predictions_loss: 298.7057 - logcount_predictions_loss: 0.3056 346/1594 [=====>........................] - ETA: 6:56 - loss: 302.5865 - logits_profile_predictions_loss: 298.7058 - logcount_predictions_loss: 0.3056 347/1594 [=====>........................] - ETA: 6:56 - loss: 302.5866 - logits_profile_predictions_loss: 298.7061 - logcount_predictions_loss: 0.3056 348/1594 [=====>........................] - ETA: 6:56 - loss: 302.5871 - logits_profile_predictions_loss: 298.7066 - logcount_predictions_loss: 0.3055 349/1594 [=====>........................] - ETA: 6:55 - loss: 302.5873 - logits_profile_predictions_loss: 298.7069 - logcount_predictions_loss: 0.3055 350/1594 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[==========================>...] - ETA: 37s - loss: 302.7244 - logits_profile_predictions_loss: 298.8366 - logcount_predictions_loss: 0.3061 1482/1594 [==========================>...] - ETA: 37s - loss: 302.7244 - logits_profile_predictions_loss: 298.8367 - logcount_predictions_loss: 0.3061 1483/1594 [==========================>...] - ETA: 37s - loss: 302.7244 - logits_profile_predictions_loss: 298.8367 - logcount_predictions_loss: 0.3061 1484/1594 [==========================>...] - ETA: 36s - loss: 302.7245 - logits_profile_predictions_loss: 298.8367 - logcount_predictions_loss: 0.3061 1485/1594 [==========================>...] - ETA: 36s - loss: 302.7245 - logits_profile_predictions_loss: 298.8368 - logcount_predictions_loss: 0.3061 1486/1594 [==========================>...] - ETA: 36s - loss: 302.7246 - logits_profile_predictions_loss: 298.8368 - logcount_predictions_loss: 0.3061 1487/1594 [==========================>...] - ETA: 35s - loss: 302.7246 - 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[===========================>..] - ETA: 33s - loss: 302.7251 - logits_profile_predictions_loss: 298.8375 - logcount_predictions_loss: 0.3061 1495/1594 [===========================>..] - ETA: 33s - loss: 302.7252 - logits_profile_predictions_loss: 298.8376 - logcount_predictions_loss: 0.3061 1496/1594 [===========================>..] - ETA: 32s - loss: 302.7253 - logits_profile_predictions_loss: 298.8377 - logcount_predictions_loss: 0.3061 1497/1594 [===========================>..] - ETA: 32s - loss: 302.7253 - logits_profile_predictions_loss: 298.8378 - logcount_predictions_loss: 0.3061 1498/1594 [===========================>..] - ETA: 32s - loss: 302.7254 - logits_profile_predictions_loss: 298.8379 - logcount_predictions_loss: 0.3061 1499/1594 [===========================>..] - ETA: 31s - loss: 302.7255 - logits_profile_predictions_loss: 298.8380 - logcount_predictions_loss: 0.3061 1500/1594 [===========================>..] - ETA: 31s - loss: 302.7256 - 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[===========================>..] - ETA: 29s - loss: 302.7263 - logits_profile_predictions_loss: 298.8390 - logcount_predictions_loss: 0.3061 1508/1594 [===========================>..] - ETA: 28s - loss: 302.7264 - logits_profile_predictions_loss: 298.8391 - logcount_predictions_loss: 0.3061 1509/1594 [===========================>..] - ETA: 28s - loss: 302.7265 - logits_profile_predictions_loss: 298.8392 - logcount_predictions_loss: 0.3061 1510/1594 [===========================>..] - ETA: 28s - loss: 302.7266 - logits_profile_predictions_loss: 298.8393 - logcount_predictions_loss: 0.3061 1511/1594 [===========================>..] - ETA: 27s - loss: 302.7267 - logits_profile_predictions_loss: 298.8394 - logcount_predictions_loss: 0.3061 1512/1594 [===========================>..] - ETA: 27s - loss: 302.7268 - logits_profile_predictions_loss: 298.8396 - logcount_predictions_loss: 0.3061 1513/1594 [===========================>..] - ETA: 27s - loss: 302.7270 - logits_profile_predictions_loss: 298.8397 - logcount_predictions_loss: 0.3061 1514/1594 [===========================>..] - ETA: 26s - loss: 302.7271 - logits_profile_predictions_loss: 298.8398 - logcount_predictions_loss: 0.3061 1515/1594 [===========================>..] - ETA: 26s - loss: 302.7272 - logits_profile_predictions_loss: 298.8399 - logcount_predictions_loss: 0.3061 1516/1594 [===========================>..] - ETA: 26s - loss: 302.7273 - logits_profile_predictions_loss: 298.8401 - logcount_predictions_loss: 0.3061 1517/1594 [===========================>..] - ETA: 25s - loss: 302.7274 - logits_profile_predictions_loss: 298.8402 - logcount_predictions_loss: 0.3061 1518/1594 [===========================>..] - ETA: 25s - loss: 302.7275 - logits_profile_predictions_loss: 298.8403 - logcount_predictions_loss: 0.3061 1519/1594 [===========================>..] - ETA: 25s - loss: 302.7277 - logits_profile_predictions_loss: 298.8405 - logcount_predictions_loss: 0.3061 1520/1594 [===========================>..] - ETA: 24s - loss: 302.7278 - logits_profile_predictions_loss: 298.8406 - logcount_predictions_loss: 0.3061 1521/1594 [===========================>..] - ETA: 24s - loss: 302.7279 - logits_profile_predictions_loss: 298.8408 - logcount_predictions_loss: 0.3061 1522/1594 [===========================>..] - ETA: 24s - loss: 302.7281 - logits_profile_predictions_loss: 298.8409 - logcount_predictions_loss: 0.3061 1523/1594 [===========================>..] - ETA: 23s - loss: 302.7282 - logits_profile_predictions_loss: 298.8411 - logcount_predictions_loss: 0.3061 1524/1594 [===========================>..] - ETA: 23s - loss: 302.7283 - logits_profile_predictions_loss: 298.8413 - logcount_predictions_loss: 0.3061 1525/1594 [===========================>..] - ETA: 23s - loss: 302.7285 - logits_profile_predictions_loss: 298.8414 - logcount_predictions_loss: 0.3061 1526/1594 [===========================>..] - ETA: 22s - loss: 302.7286 - logits_profile_predictions_loss: 298.8416 - logcount_predictions_loss: 0.3061 1527/1594 [===========================>..] - ETA: 22s - loss: 302.7288 - logits_profile_predictions_loss: 298.8418 - logcount_predictions_loss: 0.3061 1528/1594 [===========================>..] - ETA: 22s - loss: 302.7290 - logits_profile_predictions_loss: 298.8419 - logcount_predictions_loss: 0.3061 1529/1594 [===========================>..] - ETA: 21s - loss: 302.7291 - logits_profile_predictions_loss: 298.8421 - logcount_predictions_loss: 0.3061 1530/1594 [===========================>..] - ETA: 21s - loss: 302.7293 - logits_profile_predictions_loss: 298.8423 - logcount_predictions_loss: 0.3061 1531/1594 [===========================>..] - ETA: 21s - loss: 302.7294 - logits_profile_predictions_loss: 298.8424 - logcount_predictions_loss: 0.3061 1532/1594 [===========================>..] - ETA: 20s - loss: 302.7296 - logits_profile_predictions_loss: 298.8426 - logcount_predictions_loss: 0.3061 1533/1594 [===========================>..] - ETA: 20s - loss: 302.7298 - logits_profile_predictions_loss: 298.8428 - logcount_predictions_loss: 0.3061 1534/1594 [===========================>..] - ETA: 20s - loss: 302.7299 - logits_profile_predictions_loss: 298.8430 - logcount_predictions_loss: 0.3061 1535/1594 [===========================>..] - ETA: 19s - loss: 302.7301 - logits_profile_predictions_loss: 298.8432 - logcount_predictions_loss: 0.3061 1536/1594 [===========================>..] - ETA: 19s - loss: 302.7303 - logits_profile_predictions_loss: 298.8434 - logcount_predictions_loss: 0.3061 1537/1594 [===========================>..] - ETA: 19s - loss: 302.7305 - logits_profile_predictions_loss: 298.8436 - logcount_predictions_loss: 0.3060 1538/1594 [===========================>..] - ETA: 18s - loss: 302.7306 - logits_profile_predictions_loss: 298.8437 - logcount_predictions_loss: 0.3060 1539/1594 [===========================>..] - ETA: 18s - loss: 302.7308 - logits_profile_predictions_loss: 298.8439 - logcount_predictions_loss: 0.3060 1540/1594 [===========================>..] - ETA: 18s - loss: 302.7310 - logits_profile_predictions_loss: 298.8441 - logcount_predictions_loss: 0.3060 1541/1594 [============================>.] - ETA: 17s - loss: 302.7312 - logits_profile_predictions_loss: 298.8443 - logcount_predictions_loss: 0.3060 1542/1594 [============================>.] - ETA: 17s - loss: 302.7314 - logits_profile_predictions_loss: 298.8445 - logcount_predictions_loss: 0.3060 1543/1594 [============================>.] - ETA: 17s - loss: 302.7316 - logits_profile_predictions_loss: 298.8448 - logcount_predictions_loss: 0.3060 1544/1594 [============================>.] - ETA: 16s - loss: 302.7318 - logits_profile_predictions_loss: 298.8450 - logcount_predictions_loss: 0.3060 1545/1594 [============================>.] - ETA: 16s - loss: 302.7320 - logits_profile_predictions_loss: 298.8452 - logcount_predictions_loss: 0.3060 1546/1594 [============================>.] - ETA: 16s - loss: 302.7322 - logits_profile_predictions_loss: 298.8454 - logcount_predictions_loss: 0.3060 1547/1594 [============================>.] - ETA: 15s - loss: 302.7324 - logits_profile_predictions_loss: 298.8456 - logcount_predictions_loss: 0.3060 1548/1594 [============================>.] - ETA: 15s - loss: 302.7326 - logits_profile_predictions_loss: 298.8458 - logcount_predictions_loss: 0.3060 1549/1594 [============================>.] - ETA: 15s - loss: 302.7328 - logits_profile_predictions_loss: 298.8460 - logcount_predictions_loss: 0.3060 1550/1594 [============================>.] - ETA: 14s - loss: 302.7330 - logits_profile_predictions_loss: 298.8463 - logcount_predictions_loss: 0.3060 1551/1594 [============================>.] - ETA: 14s - loss: 302.7332 - logits_profile_predictions_loss: 298.8465 - logcount_predictions_loss: 0.3060 1552/1594 [============================>.] - ETA: 14s - loss: 302.7334 - logits_profile_predictions_loss: 298.8467 - logcount_predictions_loss: 0.3060 1553/1594 [============================>.] - ETA: 13s - loss: 302.7336 - logits_profile_predictions_loss: 298.8469 - logcount_predictions_loss: 0.3060 1554/1594 [============================>.] - ETA: 13s - loss: 302.7338 - logits_profile_predictions_loss: 298.8471 - logcount_predictions_loss: 0.3060 1555/1594 [============================>.] - ETA: 13s - loss: 302.7340 - logits_profile_predictions_loss: 298.8474 - logcount_predictions_loss: 0.3060 1556/1594 [============================>.] - ETA: 12s - loss: 302.7342 - logits_profile_predictions_loss: 298.8476 - logcount_predictions_loss: 0.3060 1557/1594 [============================>.] - ETA: 12s - loss: 302.7344 - logits_profile_predictions_loss: 298.8478 - logcount_predictions_loss: 0.3060 1558/1594 [============================>.] - ETA: 12s - loss: 302.7346 - logits_profile_predictions_loss: 298.8480 - logcount_predictions_loss: 0.3060 1559/1594 [============================>.] - ETA: 11s - loss: 302.7348 - logits_profile_predictions_loss: 298.8483 - logcount_predictions_loss: 0.3060 1560/1594 [============================>.] - ETA: 11s - loss: 302.7350 - logits_profile_predictions_loss: 298.8485 - logcount_predictions_loss: 0.3060 1561/1594 [============================>.] - ETA: 11s - loss: 302.7352 - logits_profile_predictions_loss: 298.8487 - logcount_predictions_loss: 0.3060 1562/1594 [============================>.] - ETA: 10s - loss: 302.7354 - logits_profile_predictions_loss: 298.8489 - logcount_predictions_loss: 0.3060 1563/1594 [============================>.] - ETA: 10s - loss: 302.7356 - logits_profile_predictions_loss: 298.8491 - logcount_predictions_loss: 0.3060 1564/1594 [============================>.] - ETA: 10s - loss: 302.7358 - logits_profile_predictions_loss: 298.8493 - logcount_predictions_loss: 0.3060 1565/1594 [============================>.] - ETA: 9s - loss: 302.7360 - logits_profile_predictions_loss: 298.8495 - logcount_predictions_loss: 0.3060  1566/1594 [============================>.] - ETA: 9s - loss: 302.7362 - logits_profile_predictions_loss: 298.8497 - logcount_predictions_loss: 0.3060 1567/1594 [============================>.] - ETA: 9s - loss: 302.7364 - logits_profile_predictions_loss: 298.8499 - logcount_predictions_loss: 0.3060 1568/1594 [============================>.] - ETA: 8s - loss: 302.7366 - logits_profile_predictions_loss: 298.8501 - logcount_predictions_loss: 0.3060 1569/1594 [============================>.] - ETA: 8s - loss: 302.7368 - logits_profile_predictions_loss: 298.8503 - logcount_predictions_loss: 0.3060 1570/1594 [============================>.] - ETA: 8s - loss: 302.7370 - logits_profile_predictions_loss: 298.8506 - logcount_predictions_loss: 0.3060 1571/1594 [============================>.] - ETA: 7s - loss: 302.7372 - logits_profile_predictions_loss: 298.8508 - logcount_predictions_loss: 0.3060 1572/1594 [============================>.] - ETA: 7s - loss: 302.7374 - logits_profile_predictions_loss: 298.8510 - logcount_predictions_loss: 0.3060 1573/1594 [============================>.] - ETA: 7s - loss: 302.7376 - logits_profile_predictions_loss: 298.8512 - logcount_predictions_loss: 0.3060 1574/1594 [============================>.] - ETA: 6s - loss: 302.7378 - logits_profile_predictions_loss: 298.8514 - logcount_predictions_loss: 0.3060 1575/1594 [============================>.] - ETA: 6s - loss: 302.7379 - logits_profile_predictions_loss: 298.8516 - logcount_predictions_loss: 0.3060 1576/1594 [============================>.] - ETA: 6s - loss: 302.7381 - logits_profile_predictions_loss: 298.8518 - logcount_predictions_loss: 0.3060 1577/1594 [============================>.] - ETA: 5s - loss: 302.7383 - logits_profile_predictions_loss: 298.8520 - logcount_predictions_loss: 0.3060 1578/1594 [============================>.] - ETA: 5s - loss: 302.7385 - logits_profile_predictions_loss: 298.8522 - logcount_predictions_loss: 0.3060 1579/1594 [============================>.] - ETA: 5s - loss: 302.7387 - logits_profile_predictions_loss: 298.8524 - logcount_predictions_loss: 0.3060 1580/1594 [============================>.] - ETA: 4s - loss: 302.7388 - logits_profile_predictions_loss: 298.8525 - logcount_predictions_loss: 0.3060 1581/1594 [============================>.] - ETA: 4s - loss: 302.7390 - logits_profile_predictions_loss: 298.8527 - logcount_predictions_loss: 0.3060 1582/1594 [============================>.] - ETA: 4s - loss: 302.7392 - logits_profile_predictions_loss: 298.8529 - logcount_predictions_loss: 0.3060 1583/1594 [============================>.] - ETA: 3s - loss: 302.7394 - logits_profile_predictions_loss: 298.8532 - logcount_predictions_loss: 0.3060 1584/1594 [============================>.] - ETA: 3s - loss: 302.7396 - logits_profile_predictions_loss: 298.8534 - logcount_predictions_loss: 0.3060 1585/1594 [============================>.] - ETA: 3s - loss: 302.7398 - logits_profile_predictions_loss: 298.8536 - logcount_predictions_loss: 0.3060 1586/1594 [============================>.] - ETA: 2s - loss: 302.7400 - logits_profile_predictions_loss: 298.8538 - logcount_predictions_loss: 0.3060 1587/1594 [============================>.] - ETA: 2s - loss: 302.7402 - logits_profile_predictions_loss: 298.8540 - logcount_predictions_loss: 0.3060 1588/1594 [============================>.] - ETA: 2s - loss: 302.7404 - logits_profile_predictions_loss: 298.8542 - logcount_predictions_loss: 0.3060 1589/1594 [============================>.] - ETA: 1s - loss: 302.7406 - logits_profile_predictions_loss: 298.8544 - logcount_predictions_loss: 0.3060 1590/1594 [============================>.] - ETA: 1s - loss: 302.7408 - logits_profile_predictions_loss: 298.8547 - logcount_predictions_loss: 0.3060 1591/1594 [============================>.] - ETA: 1s - loss: 302.7410 - logits_profile_predictions_loss: 298.8549 - logcount_predictions_loss: 0.3060 1592/1594 [============================>.] - ETA: 0s - loss: 302.7412 - logits_profile_predictions_loss: 298.8551 - logcount_predictions_loss: 0.3060 1593/1594 [============================>.] - ETA: 0s - loss: 302.7414 - logits_profile_predictions_loss: 298.8553 - logcount_predictions_loss: 0.3060 1594/1594 [==============================] - ETA: 0s - loss: 302.7416 - logits_profile_predictions_loss: 298.8555 - logcount_predictions_loss: 0.3060 1594/1594 [==============================] - 561s 352ms/step - loss: 302.7418 - logits_profile_predictions_loss: 298.8557 - logcount_predictions_loss: 0.3060 - val_loss: 352.6311 - val_logits_profile_predictions_loss: 346.5213 - val_logcount_predictions_loss: 0.4811 Epoch 00011: val_loss did not improve from 350.17654 Restoring model weights from the end of the best epoch. Epoch 00011: early stopping save model save model without bias 2022-09-21_12-08-39: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/predict.py \ --genome=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ --bigwig=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/ATAC//ENCSR608KJD//preprocessing/bigWigs/ENCSR608KJD.bigWig \ --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR608KJD//chrombpnet_model_feb15_fold_1//filtered.peaks.bed \ --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR608KJD//chrombpnet_model_feb15_fold_1//filtered.nonpeaks.bed \ --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_1.json \ --inputlen=2114 \ --outputlen=1000 \ --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR608KJD//chrombpnet_model_feb15_fold_1//chrombpnet \ --batch_size=256 \ --model_h5=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR608KJD//chrombpnet_model_feb15_fold_1//chrombpnet.h5 got the model loading peaks... got split:test for bed regions:(26727, 10) loading nonpeaks... got split:test for bed regions:(26350, 10) 0/208 100/208 200/208 2022-09-21_12-13-04: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/predict.py \ --genome=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ --bigwig=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/ATAC//ENCSR608KJD//preprocessing/bigWigs/ENCSR608KJD.bigWig \ --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR608KJD//chrombpnet_model_feb15_fold_1//filtered.peaks.bed \ --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR608KJD//chrombpnet_model_feb15_fold_1//filtered.nonpeaks.bed \ --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_1.json \ --inputlen=2114 \ --outputlen=1000 \ --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR608KJD//chrombpnet_model_feb15_fold_1//chrombpnet_wo_bias \ --batch_size=256 \ --model_h5=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR608KJD//chrombpnet_model_feb15_fold_1//chrombpnet_wo_bias.h5 got the model loading peaks... got split:test for bed regions:(26727, 10) loading nonpeaks... got split:test for bed regions:(26350, 10) 0/208 100/208 200/208 2022-09-21_12-16-42: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/predict.py \ --genome=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ --bigwig=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/ATAC//ENCSR608KJD//preprocessing/bigWigs/ENCSR608KJD.bigWig \ --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR608KJD//chrombpnet_model_feb15_fold_1//filtered.peaks.bed \ --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR608KJD//chrombpnet_model_feb15_fold_1//filtered.nonpeaks.bed \ --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_1.json \ --inputlen=2114 \ --outputlen=1000 \ --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR608KJD//chrombpnet_model_feb15_fold_1//bias \ --batch_size=256 \ --model_h5=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR608KJD//chrombpnet_model_feb15_fold_1//bias_model_scaled.h5 got the model loading peaks... got split:test for bed regions:(26727, 10) loading nonpeaks... got split:test for bed regions:(26350, 10) 0/208 100/208 200/208 2022-09-21_12-18-41: mkdir /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR608KJD//chrombpnet_model_feb15_fold_1//footprints 2022-09-21_12-18-41: 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/ENCSR608KJD//chrombpnet_model_feb15_fold_1//filtered.nonpeaks.bed \ -chr chr1 \ -m /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR608KJD//chrombpnet_model_feb15_fold_1//chrombpnet_wo_bias.h5 \ -bs 512 \ -o /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR608KJD//chrombpnet_model_feb15_fold_1//footprints/corrected \ -pwm_f src/evaluation/marginal_footprints/motif_to_pwm.tsv \ -mo tn5_1,tn5_2,tn5_3,tn5_4,tn5_5 MOTIF_NAME MOTIF_PWM_FWD 0 tn5_1 GCACAGTACAGAGCTG 1 tn5_2 GTGCACAGTTCTAGAGTGTGCAG 2 tn5_3 CCTCTACACTGTGCAGAA 3 tn5_4 GCACAGTTCTAGACTGTGCAG 4 tn5_5 CTGCACAGTGTAGAGTTGTGC 5 dnase_1 TTTACAAGTCCA 6 dnase_2 TGTACTTACGAA 7 NRF1 GCGCATGCGC 8 AP1 CGATATGACTCATCCC 9 CTCF TTGGCCACTAGGGGGCGCTAT 10 ETS CCGAAAGCGGAAGTGAGAC 11 SP1 AAGGGGGCGGGGCCTAA 12 RUNX CCCTAACCACAGCCC 13 NFKB GCAAGGGAAATTCCCCAGG 14 GATA+TAL GGCTGGGGGGGGCAGATAAGGCC 15 TAL GGCTGGG 16 NFYB CCAGCCAATCAGAGC 17 GABPA GAAACCGGAAGTGGCC 18 BACH1+MAFK AACTGCTGAGTCATCCCG 19 NRF1 CCCCGCGCATGCGCAGTGC 20 HNF4G CCGTTGGACTTTGGACCCTG got the model Model: "model_1" __________________________________________________________________________________________________ Layer (type) Output Shape Param # Connected to ================================================================================================== sequence (InputLayer) [(None, 2114, 4)] 0 __________________________________________________________________________________________________ wo_bias_bpnet_1st_conv (Conv1D) (None, 2094, 512) 43520 sequence[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_1conv (Conv1D) (None, 2090, 512) 786944 wo_bias_bpnet_1st_conv[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_1crop (Cropping1D (None, 2090, 512) 0 wo_bias_bpnet_1st_conv[0][0] __________________________________________________________________________________________________ add (Add) (None, 2090, 512) 0 wo_bias_bpnet_1conv[0][0] wo_bias_bpnet_1crop[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_2conv (Conv1D) (None, 2082, 512) 786944 add[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_2crop (Cropping1D (None, 2082, 512) 0 add[0][0] __________________________________________________________________________________________________ add_1 (Add) (None, 2082, 512) 0 wo_bias_bpnet_2conv[0][0] wo_bias_bpnet_2crop[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_3conv (Conv1D) (None, 2066, 512) 786944 add_1[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_3crop (Cropping1D (None, 2066, 512) 0 add_1[0][0] __________________________________________________________________________________________________ add_2 (Add) (None, 2066, 512) 0 wo_bias_bpnet_3conv[0][0] wo_bias_bpnet_3crop[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_4conv (Conv1D) (None, 2034, 512) 786944 add_2[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_4crop (Cropping1D (None, 2034, 512) 0 add_2[0][0] __________________________________________________________________________________________________ add_3 (Add) (None, 2034, 512) 0 wo_bias_bpnet_4conv[0][0] wo_bias_bpnet_4crop[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_5conv (Conv1D) (None, 1970, 512) 786944 add_3[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_5crop (Cropping1D (None, 1970, 512) 0 add_3[0][0] __________________________________________________________________________________________________ add_4 (Add) (None, 1970, 512) 0 wo_bias_bpnet_5conv[0][0] wo_bias_bpnet_5crop[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_6conv (Conv1D) (None, 1842, 512) 786944 add_4[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_6crop (Cropping1D (None, 1842, 512) 0 add_4[0][0] __________________________________________________________________________________________________ add_5 (Add) (None, 1842, 512) 0 wo_bias_bpnet_6conv[0][0] wo_bias_bpnet_6crop[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_7conv (Conv1D) (None, 1586, 512) 786944 add_5[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_7crop (Cropping1D (None, 1586, 512) 0 add_5[0][0] __________________________________________________________________________________________________ add_6 (Add) (None, 1586, 512) 0 wo_bias_bpnet_7conv[0][0] wo_bias_bpnet_7crop[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_8conv (Conv1D) (None, 1074, 512) 786944 add_6[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_8crop (Cropping1D (None, 1074, 512) 0 add_6[0][0] __________________________________________________________________________________________________ add_7 (Add) (None, 1074, 512) 0 wo_bias_bpnet_8conv[0][0] wo_bias_bpnet_8crop[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_prof_out_precrop (None, 1000, 1) 38401 add_7[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_logitt_before_fla (None, 1000, 1) 0 wo_bias_bpnet_prof_out_precrop[0] __________________________________________________________________________________________________ gap (GlobalAveragePooling1D) (None, 512) 0 add_7[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_logits_profile_pr (None, 1000) 0 wo_bias_bpnet_logitt_before_flatt __________________________________________________________________________________________________ wo_bias_bpnet_logcount_predicti (None, 1) 513 gap[0][0] ================================================================================================== Total params: 6,377,986 Trainable params: 6,377,986 Non-trainable params: 0 __________________________________________________________________________________________________ inferred model inputlen: 2114 inferred model outputlen: 1000 inserting motif: tn5_1 GCACAGTACAGAGCTG 1/24 [>.............................] - ETA: 6:26 3/24 [==>...........................] - ETA: 10s  4/24 [====>.........................] - ETA: 12s 5/24 [=====>........................] - ETA: 13s 6/24 [======>.......................] - ETA: 13s 7/24 [=======>......................] - ETA: 13s 8/24 [=========>....................] - ETA: 13s 9/24 [==========>...................] - ETA: 12s 10/24 [===========>..................] - ETA: 11s 11/24 [============>.................] - ETA: 11s 12/24 [==============>...............] - ETA: 10s 13/24 [===============>..............] - ETA: 9s  14/24 [================>.............] - ETA: 8s 15/24 [=================>............] - ETA: 7s 16/24 [===================>..........] - ETA: 7s 17/24 [====================>.........] - ETA: 6s 18/24 [=====================>........] - ETA: 5s 19/24 [======================>.......] - ETA: 4s 20/24 [========================>.....] - ETA: 3s 21/24 [=========================>....] - ETA: 2s 22/24 [==========================>...] - ETA: 1s 23/24 [===========================>..] - ETA: 0s 24/24 [==============================] - ETA: 0s 24/24 [==============================] - 55s 2s/step 1/24 [>.............................] - ETA: 0s 2/24 [=>............................] - ETA: 20s 3/24 [==>...........................] - ETA: 19s 4/24 [====>.........................] - ETA: 18s 5/24 [=====>........................] - ETA: 18s 6/24 [======>.......................] - ETA: 17s 7/24 [=======>......................] - ETA: 16s 8/24 [=========>....................] - ETA: 15s 9/24 [==========>...................] - ETA: 14s 10/24 [===========>..................] - ETA: 13s 11/24 [============>.................] - ETA: 12s 12/24 [==============>...............] - ETA: 11s 13/24 [===============>..............] - ETA: 10s 14/24 [================>.............] - ETA: 9s  15/24 [=================>............] - ETA: 8s 16/24 [===================>..........] - ETA: 7s 17/24 [====================>.........] - ETA: 6s 18/24 [=====================>........] - ETA: 5s 19/24 [======================>.......] - ETA: 4s 20/24 [========================>.....] - ETA: 3s 21/24 [=========================>....] - ETA: 2s 22/24 [==========================>...] - ETA: 1s 23/24 [===========================>..] - ETA: 0s 24/24 [==============================] - ETA: 0s 24/24 [==============================] - 22s 961ms/step inserting motif: tn5_2 GTGCACAGTTCTAGAGTGTGCAG 1/24 [>.............................] - ETA: 0s 2/24 [=>............................] - ETA: 20s 3/24 [==>...........................] - ETA: 20s 4/24 [====>.........................] - ETA: 19s 5/24 [=====>........................] - ETA: 18s 6/24 [======>.......................] - ETA: 17s 7/24 [=======>......................] - ETA: 16s 8/24 [=========>....................] - ETA: 15s 9/24 [==========>...................] - ETA: 14s 10/24 [===========>..................] - ETA: 13s 11/24 [============>.................] - ETA: 12s 12/24 [==============>...............] - ETA: 11s 13/24 [===============>..............] - ETA: 10s 14/24 [================>.............] - ETA: 9s  15/24 [=================>............] - ETA: 8s 16/24 [===================>..........] - ETA: 7s 17/24 [====================>.........] - ETA: 6s 18/24 [=====================>........] - ETA: 5s 19/24 [======================>.......] - ETA: 4s 20/24 [========================>.....] - ETA: 3s 21/24 [=========================>....] - ETA: 2s 22/24 [==========================>...] - ETA: 1s 23/24 [===========================>..] - ETA: 0s 24/24 [==============================] - ETA: 0s 24/24 [==============================] - 22s 967ms/step 1/24 [>.............................] - ETA: 0s 2/24 [=>............................] - ETA: 21s 3/24 [==>...........................] - ETA: 20s 4/24 [====>.........................] - ETA: 19s 5/24 [=====>........................] - ETA: 18s 6/24 [======>.......................] - ETA: 17s 7/24 [=======>......................] - ETA: 16s 8/24 [=========>....................] - ETA: 15s 9/24 [==========>...................] - ETA: 14s 10/24 [===========>..................] - ETA: 13s 11/24 [============>.................] - ETA: 12s 12/24 [==============>...............] - ETA: 11s 13/24 [===============>..............] - ETA: 10s 14/24 [================>.............] - ETA: 9s  15/24 [=================>............] - ETA: 8s 16/24 [===================>..........] - ETA: 7s 17/24 [====================>.........] - ETA: 6s 18/24 [=====================>........] - ETA: 5s 19/24 [======================>.......] - ETA: 4s 20/24 [========================>.....] - ETA: 3s 21/24 [=========================>....] - ETA: 2s 22/24 [==========================>...] - ETA: 1s 23/24 [===========================>..] - ETA: 0s 24/24 [==============================] - ETA: 0s 24/24 [==============================] - 22s 972ms/step inserting motif: tn5_3 CCTCTACACTGTGCAGAA 1/24 [>.............................] - ETA: 0s 2/24 [=>............................] - ETA: 21s 3/24 [==>...........................] - ETA: 20s 4/24 [====>.........................] - ETA: 19s 5/24 [=====>........................] - ETA: 18s 6/24 [======>.......................] - ETA: 17s 7/24 [=======>......................] - ETA: 16s 8/24 [=========>....................] - ETA: 15s 9/24 [==========>...................] - ETA: 14s 10/24 [===========>..................] - ETA: 13s 11/24 [============>.................] - ETA: 12s 12/24 [==============>...............] - ETA: 11s 13/24 [===============>..............] - ETA: 10s 14/24 [================>.............] - ETA: 9s  15/24 [=================>............] - ETA: 8s 16/24 [===================>..........] - ETA: 7s 17/24 [====================>.........] - ETA: 6s 18/24 [=====================>........] - ETA: 5s 19/24 [======================>.......] - ETA: 4s 20/24 [========================>.....] - ETA: 3s 21/24 [=========================>....] - ETA: 2s 22/24 [==========================>...] - ETA: 1s 23/24 [===========================>..] - ETA: 0s 24/24 [==============================] - ETA: 0s 24/24 [==============================] - 23s 982ms/step 1/24 [>.............................] - ETA: 0s 2/24 [=>............................] - ETA: 21s 3/24 [==>...........................] - ETA: 20s 4/24 [====>.........................] - ETA: 19s 5/24 [=====>........................] - ETA: 18s 6/24 [======>.......................] - ETA: 17s 7/24 [=======>......................] - ETA: 16s 8/24 [=========>....................] - ETA: 15s 9/24 [==========>...................] - ETA: 14s 10/24 [===========>..................] - ETA: 13s 11/24 [============>.................] - ETA: 12s 12/24 [==============>...............] - ETA: 11s 13/24 [===============>..............] - ETA: 10s 14/24 [================>.............] - ETA: 9s  15/24 [=================>............] - ETA: 8s 16/24 [===================>..........] - ETA: 7s 17/24 [====================>.........] - ETA: 6s 18/24 [=====================>........] - ETA: 5s 19/24 [======================>.......] - ETA: 4s 20/24 [========================>.....] - ETA: 3s 21/24 [=========================>....] - ETA: 2s 22/24 [==========================>...] - ETA: 1s 23/24 [===========================>..] - ETA: 0s 24/24 [==============================] - ETA: 0s 24/24 [==============================] - 23s 1s/step inserting motif: tn5_4 GCACAGTTCTAGACTGTGCAG 1/24 [>.............................] - ETA: 0s 2/24 [=>............................] - ETA: 21s 3/24 [==>...........................] - ETA: 20s 4/24 [====>.........................] - ETA: 20s 5/24 [=====>........................] - ETA: 19s 6/24 [======>.......................] - ETA: 18s 7/24 [=======>......................] - ETA: 17s 8/24 [=========>....................] - ETA: 16s 9/24 [==========>...................] - ETA: 15s 10/24 [===========>..................] - ETA: 14s 11/24 [============>.................] - ETA: 13s 12/24 [==============>...............] - ETA: 12s 13/24 [===============>..............] - ETA: 11s 14/24 [================>.............] - ETA: 10s 15/24 [=================>............] - ETA: 9s  16/24 [===================>..........] - ETA: 8s 17/24 [====================>.........] - ETA: 7s 18/24 [=====================>........] - ETA: 6s 19/24 [======================>.......] - ETA: 5s 20/24 [========================>.....] - ETA: 4s 21/24 [=========================>....] - ETA: 3s 22/24 [==========================>...] - ETA: 2s 23/24 [===========================>..] - ETA: 1s 24/24 [==============================] - ETA: 0s 24/24 [==============================] - 24s 1s/step 1/24 [>.............................] - ETA: 0s 2/24 [=>............................] - ETA: 22s 3/24 [==>...........................] - ETA: 21s 4/24 [====>.........................] - ETA: 20s 5/24 [=====>........................] - ETA: 19s 6/24 [======>.......................] - ETA: 18s 7/24 [=======>......................] - ETA: 17s 8/24 [=========>....................] - ETA: 16s 9/24 [==========>...................] - ETA: 15s 10/24 [===========>..................] - ETA: 14s 11/24 [============>.................] - ETA: 13s 12/24 [==============>...............] - ETA: 12s 13/24 [===============>..............] - ETA: 11s 14/24 [================>.............] - ETA: 10s 15/24 [=================>............] - ETA: 9s  16/24 [===================>..........] - ETA: 8s 17/24 [====================>.........] - ETA: 7s 18/24 [=====================>........] - ETA: 6s 19/24 [======================>.......] - ETA: 5s 20/24 [========================>.....] - ETA: 4s 21/24 [=========================>....] - ETA: 3s 22/24 [==========================>...] - ETA: 2s 23/24 [===========================>..] - ETA: 1s 24/24 [==============================] - ETA: 0s 24/24 [==============================] - 25s 1s/step inserting motif: tn5_5 CTGCACAGTGTAGAGTTGTGC 1/24 [>.............................] - ETA: 0s 2/24 [=>............................] - ETA: 22s 3/24 [==>...........................] - ETA: 21s 4/24 [====>.........................] - ETA: 20s 5/24 [=====>........................] - ETA: 19s 6/24 [======>.......................] - ETA: 18s 7/24 [=======>......................] - ETA: 17s 8/24 [=========>....................] - ETA: 16s 9/24 [==========>...................] - ETA: 16s 10/24 [===========>..................] - ETA: 14s 11/24 [============>.................] - ETA: 13s 12/24 [==============>...............] - ETA: 12s 13/24 [===============>..............] - ETA: 11s 14/24 [================>.............] - ETA: 10s 15/24 [=================>............] - ETA: 9s  16/24 [===================>..........] - ETA: 8s 17/24 [====================>.........] - ETA: 7s 18/24 [=====================>........] - ETA: 6s 19/24 [======================>.......] - ETA: 5s 20/24 [========================>.....] - ETA: 4s 21/24 [=========================>....] - ETA: 3s 22/24 [==========================>...] - ETA: 2s 23/24 [===========================>..] - ETA: 1s 24/24 [==============================] - ETA: 0s 24/24 [==============================] - 25s 1s/step 1/24 [>.............................] - ETA: 0s 2/24 [=>............................] - ETA: 23s 3/24 [==>...........................] - ETA: 22s 4/24 [====>.........................] - ETA: 21s 5/24 [=====>........................] - ETA: 20s 6/24 [======>.......................] - ETA: 20s 7/24 [=======>......................] - ETA: 19s 8/24 [=========>....................] - ETA: 17s 9/24 [==========>...................] - ETA: 16s 10/24 [===========>..................] - ETA: 15s 11/24 [============>.................] - ETA: 14s 12/24 [==============>...............] - ETA: 13s 13/24 [===============>..............] - ETA: 12s 14/24 [================>.............] - ETA: 11s 15/24 [=================>............] - ETA: 10s 16/24 [===================>..........] - ETA: 8s  17/24 [====================>.........] - ETA: 7s 18/24 [=====================>........] - ETA: 6s 19/24 [======================>.......] - ETA: 5s 20/24 [========================>.....] - ETA: 4s 21/24 [=========================>....] - ETA: 3s 22/24 [==========================>...] - ETA: 2s 23/24 [===========================>..] - ETA: 1s 24/24 [==============================] - ETA: 0s 24/24 [==============================] - 26s 1s/step Saving marginal footprints 2022-09-21_12-23-26: mkdir /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR608KJD//chrombpnet_model_feb15_fold_1//footprints 2022-09-21_12-23-26: 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/ENCSR608KJD//chrombpnet_model_feb15_fold_1//filtered.nonpeaks.bed \ -chr chr1 \ -m /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR608KJD//chrombpnet_model_feb15_fold_1//bias_model_scaled.h5 \ -bs 512 \ -o /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR608KJD//chrombpnet_model_feb15_fold_1//footprints/bias \ -pwm_f src/evaluation/marginal_footprints/motif_to_pwm.tsv \ -mo tn5_1,tn5_2,tn5_3,tn5_4,tn5_5 MOTIF_NAME MOTIF_PWM_FWD 0 tn5_1 GCACAGTACAGAGCTG 1 tn5_2 GTGCACAGTTCTAGAGTGTGCAG 2 tn5_3 CCTCTACACTGTGCAGAA 3 tn5_4 GCACAGTTCTAGACTGTGCAG 4 tn5_5 CTGCACAGTGTAGAGTTGTGC 5 dnase_1 TTTACAAGTCCA 6 dnase_2 TGTACTTACGAA 7 NRF1 GCGCATGCGC 8 AP1 CGATATGACTCATCCC 9 CTCF TTGGCCACTAGGGGGCGCTAT 10 ETS CCGAAAGCGGAAGTGAGAC 11 SP1 AAGGGGGCGGGGCCTAA 12 RUNX CCCTAACCACAGCCC 13 NFKB GCAAGGGAAATTCCCCAGG 14 GATA+TAL GGCTGGGGGGGGCAGATAAGGCC 15 TAL GGCTGGG 16 NFYB CCAGCCAATCAGAGC 17 GABPA GAAACCGGAAGTGGCC 18 BACH1+MAFK AACTGCTGAGTCATCCCG 19 NRF1 CCCCGCGCATGCGCAGTGC 20 HNF4G CCGTTGGACTTTGGACCCTG got the model Model: "model" __________________________________________________________________________________________________ Layer (type) Output Shape Param # Connected to ================================================================================================== sequence (InputLayer) [(None, 2114, 4)] 0 __________________________________________________________________________________________________ bpnet_1st_conv (Conv1D) (None, 2094, 128) 10880 sequence[0][0] __________________________________________________________________________________________________ bpnet_1conv (Conv1D) (None, 2090, 128) 49280 bpnet_1st_conv[0][0] __________________________________________________________________________________________________ bpnet_1crop (Cropping1D) (None, 2090, 128) 0 bpnet_1st_conv[0][0] __________________________________________________________________________________________________ add (Add) (None, 2090, 128) 0 bpnet_1conv[0][0] bpnet_1crop[0][0] __________________________________________________________________________________________________ bpnet_2conv (Conv1D) (None, 2082, 128) 49280 add[0][0] __________________________________________________________________________________________________ bpnet_2crop (Cropping1D) (None, 2082, 128) 0 add[0][0] __________________________________________________________________________________________________ add_1 (Add) (None, 2082, 128) 0 bpnet_2conv[0][0] bpnet_2crop[0][0] __________________________________________________________________________________________________ bpnet_3conv (Conv1D) (None, 2066, 128) 49280 add_1[0][0] __________________________________________________________________________________________________ bpnet_3crop (Cropping1D) (None, 2066, 128) 0 add_1[0][0] __________________________________________________________________________________________________ add_2 (Add) (None, 2066, 128) 0 bpnet_3conv[0][0] bpnet_3crop[0][0] __________________________________________________________________________________________________ bpnet_4conv (Conv1D) (None, 2034, 128) 49280 add_2[0][0] __________________________________________________________________________________________________ bpnet_4crop (Cropping1D) (None, 2034, 128) 0 add_2[0][0] __________________________________________________________________________________________________ add_3 (Add) (None, 2034, 128) 0 bpnet_4conv[0][0] bpnet_4crop[0][0] __________________________________________________________________________________________________ prof_out_precrop (Conv1D) (None, 1960, 1) 9601 add_3[0][0] __________________________________________________________________________________________________ logits_profile_predictions_pref (None, 1000, 1) 0 prof_out_precrop[0][0] __________________________________________________________________________________________________ gap (GlobalAveragePooling1D) (None, 128) 0 add_3[0][0] __________________________________________________________________________________________________ logits_profile_predictions (Fla (None, 1000) 0 logits_profile_predictions_prefla __________________________________________________________________________________________________ logcount_predictions (Dense) (None, 1) 129 gap[0][0] ================================================================================================== Total params: 217,730 Trainable params: 217,730 Non-trainable params: 0 __________________________________________________________________________________________________ inferred model inputlen: 2114 inferred model outputlen: 1000 inserting motif: tn5_1 GCACAGTACAGAGCTG 1/24 [>.............................] - ETA: 4:04 3/24 [==>...........................] - ETA: 1s  4/24 [====>.........................] - ETA: 1s 5/24 [=====>........................] - ETA: 1s 6/24 [======>.......................] - ETA: 1s 7/24 [=======>......................] - ETA: 1s 8/24 [=========>....................] - ETA: 1s 9/24 [==========>...................] - ETA: 1s 10/24 [===========>..................] - ETA: 1s 11/24 [============>.................] - ETA: 1s 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 [==============================] - 21s 434ms/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: 1s 9/24 [==========>...................] - ETA: 1s 10/24 [===========>..................] - ETA: 1s 11/24 [============>.................] - ETA: 1s 12/24 [==============>...............] - ETA: 1s 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 [==============================] - 2s 88ms/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: 1s 8/24 [=========>....................] - ETA: 1s 9/24 [==========>...................] - ETA: 1s 10/24 [===========>..................] - ETA: 1s 11/24 [============>.................] - ETA: 1s 12/24 [==============>...............] - ETA: 1s 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 [==============================] - 2s 88ms/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: 1s 9/24 [==========>...................] - ETA: 1s 10/24 [===========>..................] - ETA: 1s 11/24 [============>.................] - ETA: 1s 12/24 [==============>...............] - ETA: 1s 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 [==============================] - 2s 88ms/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: 1s 8/24 [=========>....................] - ETA: 1s 9/24 [==========>...................] - ETA: 1s 10/24 [===========>..................] - ETA: 1s 11/24 [============>.................] - ETA: 1s 12/24 [==============>...............] - ETA: 1s 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 [==============================] - 2s 88ms/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: 1s 9/24 [==========>...................] - ETA: 1s 10/24 [===========>..................] - ETA: 1s 11/24 [============>.................] - ETA: 1s 12/24 [==============>...............] - ETA: 1s 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 [==============================] - 2s 88ms/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: 1s 8/24 [=========>....................] - ETA: 1s 9/24 [==========>...................] - ETA: 1s 10/24 [===========>..................] - ETA: 1s 11/24 [============>.................] - ETA: 1s 12/24 [==============>...............] - ETA: 1s 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 [==============================] - 2s 88ms/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: 1s 9/24 [==========>...................] - ETA: 1s 10/24 [===========>..................] - ETA: 1s 11/24 [============>.................] - ETA: 1s 12/24 [==============>...............] - ETA: 1s 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 [==============================] - 2s 88ms/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: 1s 8/24 [=========>....................] - ETA: 1s 9/24 [==========>...................] - ETA: 1s 10/24 [===========>..................] - ETA: 1s 11/24 [============>.................] - ETA: 1s 12/24 [==============>...............] - ETA: 1s 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 [==============================] - 2s 88ms/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: 1s 9/24 [==========>...................] - ETA: 1s 10/24 [===========>..................] - ETA: 1s 11/24 [============>.................] - ETA: 1s 12/24 [==============>...............] - ETA: 1s 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 [==============================] - 2s 88ms/step Saving marginal footprints