DNase-seq DNASE_SE /scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_3.json Wed Oct 5 06:09:34 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 TITAN V On | 00000000:84:00.0 Off | N/A | | 33% 40C P8 27W / 250W | 0MiB / 12288MiB | 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 2022-10-05_06-09-34: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/helpers/hyperparameters/find_chrombpnet_hyperparams.py \ --genome=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ --bigwig=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR731KDL//preprocessing/bigWigs/ENCSR731KDL.bigWig \ --peaks=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR731KDL//preprocessing/downloads/peaks.bed.gz \ --nonpeaks=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR731KDL//negatives_data/negatives_with_summit.bed \ --outlier_threshold=0.99 \ --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_3.json \ --negative_sampling_ratio=0.1 \ --inputlen=2114 \ --outputlen=1000 \ --max_jitter=500 \ --filters=512 \ --n_dilation_layers=8 \ --bias_model_path=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/ENCSR283TME/fold_3/bias.h5 \ --output_dir=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR731KDL//chrombppnet_model_encsr283tme_bias_fold_3/ evaluating hyperparameters on the following chromosomes ['chr1', 'chr2', 'chr3', 'chr4', 'chr7', 'chr8', 'chr9', 'chr11', 'chr12', 'chr13', 'chr15', 'chr16', 'chr17', 'chr19', 'chrX', 'chrY', 'chr6', 'chr21'] Number of peaks input: 157466 Number of peaks filtered because the input/output is on the edge: 0 Number of peaks being used: 157466 Number of peaks input: 42534 Number of peaks filtered because the input/output is on the edge: 0 Number of peaks being used: 42534 Number of non peaks input: 160821 Number of non peaks filtered because the input/output is on the edge: 0 Number of non peaks being used: 160821 Number of non peaks input: 39178 Number of non peaks filtered because the input/output is on the edge: 0 Number of non peaks being used: 39178 Number of peaks after removing outliers: 155732 Number of nonpeaks after removing outliers: 141745 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 4374/4430 [============================>.] - ETA: 0s 4380/4430 [============================>.] - ETA: 0s 4386/4430 [============================>.] - ETA: 0s 4392/4430 [============================>.] - ETA: 0s 4398/4430 [============================>.] - ETA: 0s 4404/4430 [============================>.] - ETA: 0s 4410/4430 [============================>.] - ETA: 0s 4416/4430 [============================>.] - ETA: 0s 4422/4430 [============================>.] - ETA: 0s 4428/4430 [============================>.] - ETA: 0s 4430/4430 [==============================] - ETA: 0s 4430/4430 [==============================] - 51s 9ms/step 2022-10-05_06-18-28: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/train.py \ --genome=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ --bigwig=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR731KDL//preprocessing/bigWigs/ENCSR731KDL.bigWig \ --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR731KDL//chrombppnet_model_encsr283tme_bias_fold_3//filtered.peaks.bed \ --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR731KDL//chrombppnet_model_encsr283tme_bias_fold_3//filtered.nonpeaks.bed \ --params=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR731KDL//chrombppnet_model_encsr283tme_bias_fold_3//chrombpnet_model_params.tsv \ --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR731KDL//chrombppnet_model_encsr283tme_bias_fold_3//chrombpnet \ --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_3.json \ --batch_size=64 \ --architecture_from_file=/home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/models/chrombpnet_with_bias_model.py \ --trackables logcount_predictions_loss loss logits_profile_predictions_loss val_logcount_predictions_loss val_loss val_logits_profile_predictions_loss {'counts_loss_weight': '12.2', 'filters': '512', 'n_dil_layers': '8', 'bias_model_path': '/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR731KDL//chrombppnet_model_encsr283tme_bias_fold_3/bias_model_scaled.h5', 'inputlen': '2114', 'outputlen': '1000', 'max_jitter': '500', 'chr_fold_path': '/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_3.json', 'negative_sampling_ratio': '0.1'} got the model loading peaks... got split:train for bed regions:(141325, 10) loading nonpeaks... got split:train for bed regions:(130713, 10) loading peaks... got split:valid for bed regions:(14407, 10) loading nonpeaks... got split:valid for bed regions:(11032, 10) Epoch 1/50 1/2430 [..............................] - ETA: 6:54:20 - loss: 857.6910 - logits_profile_predictions_loss: 830.3533 - logcount_predictions_loss: 2.2408 2/2430 [..............................] - ETA: 22:59 - loss: 846.0014 - logits_profile_predictions_loss: 819.9370 - logcount_predictions_loss: 2.1364  3/2430 [..............................] - ETA: 22:58 - loss: 1152.3116 - logits_profile_predictions_loss: 824.7308 - logcount_predictions_loss: 26.8509 4/2430 [..............................] - ETA: 22:56 - loss: 1240.0558 - logits_profile_predictions_loss: 818.6080 - logcount_predictions_loss: 34.5449 5/2430 [..............................] - ETA: 22:55 - loss: 1261.3351 - logits_profile_predictions_loss: 810.8958 - logcount_predictions_loss: 36.9213 6/2430 [..............................] - ETA: 22:55 - loss: 1251.4950 - logits_profile_predictions_loss: 797.1766 - logcount_predictions_loss: 37.2392 7/2430 [..............................] - ETA: 22:54 - loss: 1231.5054 - logits_profile_predictions_loss: 783.8290 - logcount_predictions_loss: 36.6948 8/2430 [..............................] - ETA: 22:54 - loss: 1211.9747 - logits_profile_predictions_loss: 775.2424 - logcount_predictions_loss: 35.7977 9/2430 [..............................] - ETA: 22:53 - loss: 1192.8476 - logits_profile_predictions_loss: 768.7727 - logcount_predictions_loss: 34.7602 10/2430 [..............................] - ETA: 22:52 - loss: 1176.1973 - logits_profile_predictions_loss: 765.1708 - logcount_predictions_loss: 33.6907 11/2430 [..............................] - ETA: 22:51 - loss: 1161.3720 - logits_profile_predictions_loss: 763.1981 - logcount_predictions_loss: 32.6372 12/2430 [..............................] - ETA: 22:51 - loss: 1149.5423 - logits_profile_predictions_loss: 763.6874 - logcount_predictions_loss: 31.6274 13/2430 [..............................] - ETA: 22:50 - loss: 1137.9527 - logits_profile_predictions_loss: 763.8838 - logcount_predictions_loss: 30.6614 14/2430 [..............................] - ETA: 22:49 - loss: 1127.3464 - logits_profile_predictions_loss: 764.4151 - logcount_predictions_loss: 29.7485 15/2430 [..............................] - ETA: 22:49 - loss: 1116.6001 - 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loss: 748.4456 - logits_profile_predictions_loss: 717.8329 - logcount_predictions_loss: 2.5092 2428/2430 [============================>.] - ETA: 1s - loss: 748.4293 - logits_profile_predictions_loss: 717.8213 - logcount_predictions_loss: 2.5088 2429/2430 [============================>.] - ETA: 0s - loss: 748.4131 - logits_profile_predictions_loss: 717.8097 - logcount_predictions_loss: 2.5085 2430/2430 [==============================] - ETA: 0s - loss: 748.3970 - logits_profile_predictions_loss: 717.7981 - logcount_predictions_loss: 2.5081 2430/2430 [==============================] - 1443s 590ms/step - loss: 748.3808 - logits_profile_predictions_loss: 717.7865 - logcount_predictions_loss: 2.5077 - val_loss: 666.7318 - val_logits_profile_predictions_loss: 659.3021 - val_logcount_predictions_loss: 0.6090 Epoch 00001: val_loss improved from inf to 666.73175, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR731KDL//chrombppnet_model_encsr283tme_bias_fold_3/chrombpnet.h5 Epoch 2/50 1/2430 [..............................] - ETA: 23:45 - loss: 574.0096 - logits_profile_predictions_loss: 567.0057 - logcount_predictions_loss: 0.5741 2/2430 [..............................] - ETA: 22:57 - loss: 594.7231 - logits_profile_predictions_loss: 587.7188 - logcount_predictions_loss: 0.5741 3/2430 [..............................] - ETA: 22:56 - loss: 624.3464 - logits_profile_predictions_loss: 617.0222 - logcount_predictions_loss: 0.6003 4/2430 [..............................] - ETA: 22:55 - loss: 644.2386 - logits_profile_predictions_loss: 636.6825 - logcount_predictions_loss: 0.6193 5/2430 [..............................] - ETA: 22:55 - loss: 657.3933 - logits_profile_predictions_loss: 649.7483 - logcount_predictions_loss: 0.6266 6/2430 [..............................] - ETA: 22:55 - loss: 666.5412 - logits_profile_predictions_loss: 658.9330 - logcount_predictions_loss: 0.6236 7/2430 [..............................] - ETA: 22:54 - loss: 671.2610 - logits_profile_predictions_loss: 663.6958 - logcount_predictions_loss: 0.6201 8/2430 [..............................] - ETA: 22:54 - loss: 673.3856 - logits_profile_predictions_loss: 665.8784 - logcount_predictions_loss: 0.6153 9/2430 [..............................] - ETA: 22:53 - loss: 673.7705 - logits_profile_predictions_loss: 666.2914 - logcount_predictions_loss: 0.6130 10/2430 [..............................] - ETA: 22:53 - loss: 673.1977 - logits_profile_predictions_loss: 665.7642 - logcount_predictions_loss: 0.6093 11/2430 [..............................] - ETA: 22:53 - loss: 673.4589 - logits_profile_predictions_loss: 666.0610 - logcount_predictions_loss: 0.6064 12/2430 [..............................] - ETA: 22:52 - loss: 673.9486 - logits_profile_predictions_loss: 666.5772 - logcount_predictions_loss: 0.6042 13/2430 [..............................] - ETA: 22:52 - loss: 674.3350 - logits_profile_predictions_loss: 666.9875 - logcount_predictions_loss: 0.6022 14/2430 [..............................] - ETA: 22:51 - loss: 674.7136 - logits_profile_predictions_loss: 667.3929 - logcount_predictions_loss: 0.6001 15/2430 [..............................] - ETA: 22:50 - loss: 674.4517 - logits_profile_predictions_loss: 667.1645 - logcount_predictions_loss: 0.5973 16/2430 [..............................] - ETA: 22:50 - loss: 673.7244 - logits_profile_predictions_loss: 666.4635 - logcount_predictions_loss: 0.5952 17/2430 [..............................] - ETA: 22:49 - loss: 673.7534 - logits_profile_predictions_loss: 666.5120 - logcount_predictions_loss: 0.5936 18/2430 [..............................] - ETA: 22:49 - loss: 674.0870 - logits_profile_predictions_loss: 666.8566 - logcount_predictions_loss: 0.5927 19/2430 [..............................] - ETA: 22:48 - loss: 674.1537 - logits_profile_predictions_loss: 666.9302 - logcount_predictions_loss: 0.5921 20/2430 [..............................] - ETA: 22:48 - loss: 674.4500 - logits_profile_predictions_loss: 667.2325 - logcount_predictions_loss: 0.5916 21/2430 [..............................] - ETA: 22:47 - loss: 674.5771 - logits_profile_predictions_loss: 667.3703 - logcount_predictions_loss: 0.5907 22/2430 [..............................] - ETA: 22:46 - loss: 674.8646 - logits_profile_predictions_loss: 667.6685 - logcount_predictions_loss: 0.5898 23/2430 [..............................] - ETA: 22:46 - loss: 674.9651 - logits_profile_predictions_loss: 667.7755 - logcount_predictions_loss: 0.5893 24/2430 [..............................] - ETA: 22:45 - loss: 674.8923 - logits_profile_predictions_loss: 667.7122 - logcount_predictions_loss: 0.5885 25/2430 [..............................] - ETA: 22:45 - loss: 675.0166 - logits_profile_predictions_loss: 667.8415 - logcount_predictions_loss: 0.5881 26/2430 [..............................] - ETA: 22:44 - loss: 675.3189 - logits_profile_predictions_loss: 668.1489 - logcount_predictions_loss: 0.5877 27/2430 [..............................] - ETA: 22:43 - loss: 675.3968 - logits_profile_predictions_loss: 668.2330 - logcount_predictions_loss: 0.5872 28/2430 [..............................] - ETA: 22:43 - loss: 675.3807 - logits_profile_predictions_loss: 668.2243 - logcount_predictions_loss: 0.5866 29/2430 [..............................] - ETA: 22:42 - loss: 675.4169 - logits_profile_predictions_loss: 668.2661 - logcount_predictions_loss: 0.5861 30/2430 [..............................] - ETA: 22:42 - loss: 675.4042 - logits_profile_predictions_loss: 668.2583 - logcount_predictions_loss: 0.5857 31/2430 [..............................] - ETA: 22:41 - loss: 675.4972 - logits_profile_predictions_loss: 668.3544 - logcount_predictions_loss: 0.5855 32/2430 [..............................] - ETA: 22:41 - loss: 675.4321 - logits_profile_predictions_loss: 668.2931 - logcount_predictions_loss: 0.5852 33/2430 [..............................] - ETA: 22:40 - loss: 675.3723 - logits_profile_predictions_loss: 668.2364 - logcount_predictions_loss: 0.5849 34/2430 [..............................] - ETA: 22:39 - loss: 675.1990 - logits_profile_predictions_loss: 668.0655 - logcount_predictions_loss: 0.5847 35/2430 [..............................] - ETA: 22:39 - loss: 674.9590 - logits_profile_predictions_loss: 667.8279 - logcount_predictions_loss: 0.5845 36/2430 [..............................] - ETA: 22:38 - loss: 674.6874 - logits_profile_predictions_loss: 667.5594 - logcount_predictions_loss: 0.5843 37/2430 [..............................] - ETA: 22:38 - loss: 674.3277 - logits_profile_predictions_loss: 667.2034 - logcount_predictions_loss: 0.5840 38/2430 [..............................] - ETA: 22:37 - loss: 673.9216 - logits_profile_predictions_loss: 666.8008 - logcount_predictions_loss: 0.5837 39/2430 [..............................] - ETA: 22:36 - loss: 673.4796 - logits_profile_predictions_loss: 666.3640 - logcount_predictions_loss: 0.5832 40/2430 [..............................] - ETA: 22:36 - loss: 673.0418 - logits_profile_predictions_loss: 665.9310 - logcount_predictions_loss: 0.5829 41/2430 [..............................] - ETA: 22:35 - loss: 672.6159 - logits_profile_predictions_loss: 665.5095 - logcount_predictions_loss: 0.5825 42/2430 [..............................] - ETA: 22:35 - loss: 672.2802 - logits_profile_predictions_loss: 665.1767 - logcount_predictions_loss: 0.5823 43/2430 [..............................] - ETA: 22:34 - loss: 671.9961 - logits_profile_predictions_loss: 664.8955 - logcount_predictions_loss: 0.5820 44/2430 [..............................] - ETA: 22:34 - loss: 671.7195 - logits_profile_predictions_loss: 664.6200 - logcount_predictions_loss: 0.5819 45/2430 [..............................] - ETA: 22:33 - loss: 671.4504 - logits_profile_predictions_loss: 664.3515 - logcount_predictions_loss: 0.5819 46/2430 [..............................] - ETA: 22:33 - loss: 671.2066 - logits_profile_predictions_loss: 664.1088 - logcount_predictions_loss: 0.5818 47/2430 [..............................] - ETA: 22:32 - loss: 670.9455 - logits_profile_predictions_loss: 663.8499 - logcount_predictions_loss: 0.5816 48/2430 [..............................] - ETA: 22:31 - loss: 670.6419 - logits_profile_predictions_loss: 663.5491 - logcount_predictions_loss: 0.5814 49/2430 [..............................] - ETA: 22:31 - loss: 670.3734 - logits_profile_predictions_loss: 663.2813 - logcount_predictions_loss: 0.5813 50/2430 [..............................] - ETA: 22:30 - loss: 670.1349 - logits_profile_predictions_loss: 663.0413 - logcount_predictions_loss: 0.5815 51/2430 [..............................] - ETA: 22:30 - loss: 669.9595 - logits_profile_predictions_loss: 662.8617 - logcount_predictions_loss: 0.5818 52/2430 [..............................] - ETA: 22:29 - loss: 669.7977 - logits_profile_predictions_loss: 662.6948 - logcount_predictions_loss: 0.5822 53/2430 [..............................] - ETA: 22:29 - loss: 669.6306 - logits_profile_predictions_loss: 662.5236 - logcount_predictions_loss: 0.5825 54/2430 [..............................] - ETA: 22:28 - loss: 669.4480 - logits_profile_predictions_loss: 662.3375 - logcount_predictions_loss: 0.5828 55/2430 [..............................] - ETA: 22:28 - loss: 669.2553 - logits_profile_predictions_loss: 662.1417 - logcount_predictions_loss: 0.5831 56/2430 [..............................] - ETA: 22:27 - loss: 669.1007 - logits_profile_predictions_loss: 661.9836 - logcount_predictions_loss: 0.5834 57/2430 [..............................] - ETA: 22:26 - loss: 668.9350 - logits_profile_predictions_loss: 661.8145 - logcount_predictions_loss: 0.5837 58/2430 [..............................] - ETA: 22:26 - loss: 668.7148 - logits_profile_predictions_loss: 661.5905 - logcount_predictions_loss: 0.5840 59/2430 [..............................] - ETA: 22:25 - loss: 668.4497 - logits_profile_predictions_loss: 661.3225 - logcount_predictions_loss: 0.5842 60/2430 [..............................] - ETA: 22:25 - loss: 668.1928 - logits_profile_predictions_loss: 661.0627 - logcount_predictions_loss: 0.5844 61/2430 [..............................] - ETA: 22:24 - loss: 667.9615 - logits_profile_predictions_loss: 660.8277 - logcount_predictions_loss: 0.5847 62/2430 [..............................] - ETA: 22:24 - loss: 667.7802 - logits_profile_predictions_loss: 660.6427 - logcount_predictions_loss: 0.5850 63/2430 [..............................] - ETA: 22:23 - loss: 667.6142 - logits_profile_predictions_loss: 660.4731 - logcount_predictions_loss: 0.5853 64/2430 [..............................] - ETA: 22:23 - loss: 667.4853 - logits_profile_predictions_loss: 660.3402 - logcount_predictions_loss: 0.5857 65/2430 [..............................] - ETA: 22:23 - loss: 667.3343 - logits_profile_predictions_loss: 660.1857 - logcount_predictions_loss: 0.5860 66/2430 [..............................] - ETA: 22:22 - loss: 667.1996 - logits_profile_predictions_loss: 660.0479 - logcount_predictions_loss: 0.5862 67/2430 [..............................] - ETA: 22:22 - loss: 667.0877 - logits_profile_predictions_loss: 659.9330 - logcount_predictions_loss: 0.5865 68/2430 [..............................] - ETA: 22:21 - loss: 666.9670 - logits_profile_predictions_loss: 659.8094 - logcount_predictions_loss: 0.5867 69/2430 [..............................] - ETA: 22:21 - loss: 666.8731 - logits_profile_predictions_loss: 659.7124 - logcount_predictions_loss: 0.5869 70/2430 [..............................] - ETA: 22:20 - loss: 666.7867 - logits_profile_predictions_loss: 659.6229 - logcount_predictions_loss: 0.5872 71/2430 [..............................] - ETA: 22:19 - loss: 666.6986 - logits_profile_predictions_loss: 659.5321 - logcount_predictions_loss: 0.5874 72/2430 [..............................] - ETA: 22:19 - loss: 666.6676 - logits_profile_predictions_loss: 659.4978 - logcount_predictions_loss: 0.5877 73/2430 [..............................] - ETA: 22:18 - loss: 666.6287 - logits_profile_predictions_loss: 659.4558 - logcount_predictions_loss: 0.5879 74/2430 [..............................] - ETA: 22:18 - loss: 666.5735 - logits_profile_predictions_loss: 659.3985 - logcount_predictions_loss: 0.5881 75/2430 [..............................] - ETA: 22:17 - loss: 666.5518 - logits_profile_predictions_loss: 659.3741 - logcount_predictions_loss: 0.5883 76/2430 [..............................] - ETA: 22:17 - loss: 666.5089 - logits_profile_predictions_loss: 659.3291 - logcount_predictions_loss: 0.5885 77/2430 [..............................] - ETA: 22:16 - loss: 666.4929 - logits_profile_predictions_loss: 659.3103 - logcount_predictions_loss: 0.5887 78/2430 [..............................] - ETA: 22:15 - loss: 666.4938 - logits_profile_predictions_loss: 659.3087 - logcount_predictions_loss: 0.5889 79/2430 [..............................] - ETA: 22:15 - loss: 666.5082 - logits_profile_predictions_loss: 659.3205 - logcount_predictions_loss: 0.5892 80/2430 [..............................] - ETA: 22:14 - loss: 666.5150 - logits_profile_predictions_loss: 659.3246 - logcount_predictions_loss: 0.5894 81/2430 [>.............................] - ETA: 22:14 - loss: 666.5196 - logits_profile_predictions_loss: 659.3268 - logcount_predictions_loss: 0.5896 82/2430 [>.............................] - ETA: 22:13 - loss: 666.5359 - logits_profile_predictions_loss: 659.3405 - logcount_predictions_loss: 0.5898 83/2430 [>.............................] - ETA: 22:12 - loss: 666.5583 - logits_profile_predictions_loss: 659.3603 - logcount_predictions_loss: 0.5900 84/2430 [>.............................] - ETA: 22:12 - loss: 666.5792 - logits_profile_predictions_loss: 659.3788 - logcount_predictions_loss: 0.5902 85/2430 [>.............................] - ETA: 22:11 - loss: 666.5908 - logits_profile_predictions_loss: 659.3884 - logcount_predictions_loss: 0.5904 86/2430 [>.............................] - ETA: 22:11 - loss: 666.6089 - logits_profile_predictions_loss: 659.4042 - logcount_predictions_loss: 0.5905 87/2430 [>.............................] - ETA: 22:10 - loss: 666.6181 - logits_profile_predictions_loss: 659.4113 - logcount_predictions_loss: 0.5907 88/2430 [>.............................] - ETA: 22:10 - loss: 666.6226 - logits_profile_predictions_loss: 659.4139 - logcount_predictions_loss: 0.5909 89/2430 [>.............................] - ETA: 22:09 - loss: 666.6287 - logits_profile_predictions_loss: 659.4183 - logcount_predictions_loss: 0.5910 90/2430 [>.............................] - ETA: 22:08 - loss: 666.6506 - logits_profile_predictions_loss: 659.4385 - logcount_predictions_loss: 0.5912 91/2430 [>.............................] - ETA: 22:08 - loss: 666.6516 - logits_profile_predictions_loss: 659.4382 - logcount_predictions_loss: 0.5913 92/2430 [>.............................] - ETA: 22:07 - loss: 666.6489 - logits_profile_predictions_loss: 659.4345 - logcount_predictions_loss: 0.5913 93/2430 [>.............................] - ETA: 22:07 - loss: 666.6423 - logits_profile_predictions_loss: 659.4270 - logcount_predictions_loss: 0.5914 94/2430 [>.............................] - ETA: 22:06 - loss: 666.6423 - logits_profile_predictions_loss: 659.4258 - logcount_predictions_loss: 0.5915 95/2430 [>.............................] - ETA: 22:06 - loss: 666.6359 - logits_profile_predictions_loss: 659.4184 - logcount_predictions_loss: 0.5916 96/2430 [>.............................] - ETA: 22:05 - loss: 666.6302 - logits_profile_predictions_loss: 659.4116 - logcount_predictions_loss: 0.5917 97/2430 [>.............................] - ETA: 22:04 - loss: 666.6336 - logits_profile_predictions_loss: 659.4136 - logcount_predictions_loss: 0.5918 98/2430 [>.............................] - ETA: 22:04 - loss: 666.6397 - logits_profile_predictions_loss: 659.4184 - logcount_predictions_loss: 0.5919 99/2430 [>.............................] - ETA: 22:03 - loss: 666.6383 - logits_profile_predictions_loss: 659.4153 - logcount_predictions_loss: 0.5920 100/2430 [>.............................] - ETA: 22:03 - loss: 666.6404 - logits_profile_predictions_loss: 659.4158 - logcount_predictions_loss: 0.5922 101/2430 [>.............................] - ETA: 22:02 - loss: 666.6538 - logits_profile_predictions_loss: 659.4272 - logcount_predictions_loss: 0.5923 102/2430 [>.............................] - ETA: 22:02 - loss: 666.6693 - logits_profile_predictions_loss: 659.4405 - logcount_predictions_loss: 0.5925 103/2430 [>.............................] - ETA: 22:01 - loss: 666.6723 - logits_profile_predictions_loss: 659.4414 - logcount_predictions_loss: 0.5927 104/2430 [>.............................] - ETA: 22:00 - loss: 666.6623 - logits_profile_predictions_loss: 659.4294 - logcount_predictions_loss: 0.5928 105/2430 [>.............................] - ETA: 22:00 - loss: 666.6727 - logits_profile_predictions_loss: 659.4374 - logcount_predictions_loss: 0.5931 106/2430 [>.............................] - ETA: 21:59 - loss: 666.6725 - logits_profile_predictions_loss: 659.4348 - logcount_predictions_loss: 0.5933 107/2430 [>.............................] - ETA: 21:59 - loss: 666.6789 - logits_profile_predictions_loss: 659.4390 - logcount_predictions_loss: 0.5934 108/2430 [>.............................] - ETA: 21:58 - loss: 666.6779 - logits_profile_predictions_loss: 659.4360 - logcount_predictions_loss: 0.5936 109/2430 [>.............................] - ETA: 21:58 - loss: 666.6778 - logits_profile_predictions_loss: 659.4341 - logcount_predictions_loss: 0.5937 110/2430 [>.............................] - ETA: 21:57 - loss: 666.6768 - logits_profile_predictions_loss: 659.4312 - logcount_predictions_loss: 0.5939 111/2430 [>.............................] - ETA: 21:56 - loss: 666.6750 - logits_profile_predictions_loss: 659.4277 - logcount_predictions_loss: 0.5940 112/2430 [>.............................] - ETA: 21:56 - loss: 666.6704 - logits_profile_predictions_loss: 659.4213 - logcount_predictions_loss: 0.5942 113/2430 [>.............................] - ETA: 21:55 - loss: 666.6643 - logits_profile_predictions_loss: 659.4134 - logcount_predictions_loss: 0.5943 114/2430 [>.............................] - ETA: 21:55 - loss: 666.6513 - logits_profile_predictions_loss: 659.3989 - logcount_predictions_loss: 0.5944 115/2430 [>.............................] - ETA: 21:54 - loss: 666.6351 - logits_profile_predictions_loss: 659.3813 - logcount_predictions_loss: 0.5946 116/2430 [>.............................] - ETA: 21:54 - loss: 666.6202 - logits_profile_predictions_loss: 659.3651 - logcount_predictions_loss: 0.5947 117/2430 [>.............................] - ETA: 21:53 - loss: 666.6026 - logits_profile_predictions_loss: 659.3462 - logcount_predictions_loss: 0.5948 118/2430 [>.............................] - ETA: 21:52 - loss: 666.5910 - logits_profile_predictions_loss: 659.3336 - logcount_predictions_loss: 0.5949 119/2430 [>.............................] - ETA: 21:52 - loss: 666.5692 - logits_profile_predictions_loss: 659.3109 - logcount_predictions_loss: 0.5949 120/2430 [>.............................] - ETA: 21:51 - loss: 666.5472 - logits_profile_predictions_loss: 659.2881 - logcount_predictions_loss: 0.5950 121/2430 [>.............................] - ETA: 21:51 - loss: 666.5202 - logits_profile_predictions_loss: 659.2604 - logcount_predictions_loss: 0.5951 122/2430 [>.............................] - ETA: 21:50 - loss: 666.4903 - logits_profile_predictions_loss: 659.2299 - logcount_predictions_loss: 0.5951 123/2430 [>.............................] - ETA: 21:50 - loss: 666.4613 - logits_profile_predictions_loss: 659.2004 - logcount_predictions_loss: 0.5952 124/2430 [>.............................] - ETA: 21:49 - loss: 666.4419 - logits_profile_predictions_loss: 659.1802 - logcount_predictions_loss: 0.5952 125/2430 [>.............................] - ETA: 21:48 - loss: 666.4251 - logits_profile_predictions_loss: 659.1626 - logcount_predictions_loss: 0.5953 126/2430 [>.............................] - ETA: 21:48 - loss: 666.4122 - logits_profile_predictions_loss: 659.1490 - logcount_predictions_loss: 0.5953 127/2430 [>.............................] - ETA: 21:47 - loss: 666.4058 - logits_profile_predictions_loss: 659.1420 - logcount_predictions_loss: 0.5954 128/2430 [>.............................] - ETA: 21:47 - loss: 666.4005 - logits_profile_predictions_loss: 659.1360 - logcount_predictions_loss: 0.5954 129/2430 [>.............................] - ETA: 21:46 - loss: 666.3933 - logits_profile_predictions_loss: 659.1282 - logcount_predictions_loss: 0.5955 130/2430 [>.............................] - ETA: 21:46 - loss: 666.3879 - 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logits_profile_predictions_loss: 659.1652 - logcount_predictions_loss: 0.5962 144/2430 [>.............................] - ETA: 21:38 - loss: 666.4436 - logits_profile_predictions_loss: 659.1692 - logcount_predictions_loss: 0.5963 145/2430 [>.............................] - ETA: 21:37 - loss: 666.4522 - logits_profile_predictions_loss: 659.1768 - logcount_predictions_loss: 0.5963 146/2430 [>.............................] - ETA: 21:37 - loss: 666.4648 - logits_profile_predictions_loss: 659.1885 - logcount_predictions_loss: 0.5964 147/2430 [>.............................] - ETA: 21:36 - loss: 666.4748 - logits_profile_predictions_loss: 659.1976 - logcount_predictions_loss: 0.5965 148/2430 [>.............................] - ETA: 21:35 - loss: 666.4822 - logits_profile_predictions_loss: 659.2043 - logcount_predictions_loss: 0.5965 149/2430 [>.............................] - ETA: 21:35 - loss: 666.4884 - logits_profile_predictions_loss: 659.2098 - logcount_predictions_loss: 0.5966 150/2430 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logits_profile_predictions_loss: 659.2911 - logcount_predictions_loss: 0.5969 157/2430 [>.............................] - ETA: 21:30 - loss: 666.5803 - logits_profile_predictions_loss: 659.2979 - logcount_predictions_loss: 0.5969 158/2430 [>.............................] - ETA: 21:30 - loss: 666.5847 - logits_profile_predictions_loss: 659.3020 - logcount_predictions_loss: 0.5969 159/2430 [>.............................] - ETA: 21:29 - loss: 666.5885 - logits_profile_predictions_loss: 659.3056 - logcount_predictions_loss: 0.5970 160/2430 [>.............................] - ETA: 21:29 - loss: 666.5902 - logits_profile_predictions_loss: 659.3070 - logcount_predictions_loss: 0.5970 161/2430 [>.............................] - ETA: 21:28 - loss: 666.5959 - logits_profile_predictions_loss: 659.3126 - logcount_predictions_loss: 0.5970 162/2430 [=>............................] - ETA: 21:27 - loss: 666.6009 - logits_profile_predictions_loss: 659.3173 - logcount_predictions_loss: 0.5970 163/2430 [=>............................] - ETA: 21:27 - loss: 666.6047 - logits_profile_predictions_loss: 659.3210 - logcount_predictions_loss: 0.5970 164/2430 [=>............................] - ETA: 21:26 - loss: 666.6087 - logits_profile_predictions_loss: 659.3249 - logcount_predictions_loss: 0.5970 165/2430 [=>............................] - ETA: 21:26 - loss: 666.6134 - logits_profile_predictions_loss: 659.3295 - logcount_predictions_loss: 0.5970 166/2430 [=>............................] - ETA: 21:25 - loss: 666.6174 - logits_profile_predictions_loss: 659.3335 - logcount_predictions_loss: 0.5970 167/2430 [=>............................] - ETA: 21:25 - loss: 666.6243 - logits_profile_predictions_loss: 659.3403 - logcount_predictions_loss: 0.5970 168/2430 [=>............................] - ETA: 21:24 - loss: 666.6292 - logits_profile_predictions_loss: 659.3452 - logcount_predictions_loss: 0.5970 169/2430 [=>............................] - ETA: 21:23 - loss: 666.6360 - logits_profile_predictions_loss: 659.3520 - logcount_predictions_loss: 0.5970 170/2430 [=>............................] - ETA: 21:23 - loss: 666.6461 - logits_profile_predictions_loss: 659.3621 - logcount_predictions_loss: 0.5970 171/2430 [=>............................] - ETA: 21:22 - loss: 666.6565 - logits_profile_predictions_loss: 659.3726 - logcount_predictions_loss: 0.5970 172/2430 [=>............................] - ETA: 21:22 - loss: 666.6666 - logits_profile_predictions_loss: 659.3828 - logcount_predictions_loss: 0.5970 173/2430 [=>............................] - ETA: 21:21 - loss: 666.6804 - logits_profile_predictions_loss: 659.3969 - logcount_predictions_loss: 0.5970 174/2430 [=>............................] - ETA: 21:21 - loss: 666.6908 - logits_profile_predictions_loss: 659.4075 - logcount_predictions_loss: 0.5970 175/2430 [=>............................] - ETA: 21:20 - loss: 666.7013 - logits_profile_predictions_loss: 659.4182 - logcount_predictions_loss: 0.5970 176/2430 [=>............................] - ETA: 21:19 - loss: 666.7104 - logits_profile_predictions_loss: 659.4275 - logcount_predictions_loss: 0.5969 177/2430 [=>............................] - ETA: 21:19 - loss: 666.7197 - logits_profile_predictions_loss: 659.4371 - logcount_predictions_loss: 0.5969 178/2430 [=>............................] - ETA: 21:18 - loss: 666.7322 - logits_profile_predictions_loss: 659.4498 - logcount_predictions_loss: 0.5969 179/2430 [=>............................] - ETA: 21:18 - loss: 666.7423 - logits_profile_predictions_loss: 659.4601 - logcount_predictions_loss: 0.5969 180/2430 [=>............................] - ETA: 21:17 - loss: 666.7525 - logits_profile_predictions_loss: 659.4706 - logcount_predictions_loss: 0.5969 181/2430 [=>............................] - ETA: 21:17 - loss: 666.7636 - logits_profile_predictions_loss: 659.4819 - logcount_predictions_loss: 0.5969 182/2430 [=>............................] - ETA: 21:16 - loss: 666.7725 - logits_profile_predictions_loss: 659.4911 - logcount_predictions_loss: 0.5968 183/2430 [=>............................] - ETA: 21:15 - loss: 666.7782 - logits_profile_predictions_loss: 659.4970 - logcount_predictions_loss: 0.5968 184/2430 [=>............................] - ETA: 21:15 - loss: 666.7818 - logits_profile_predictions_loss: 659.5006 - logcount_predictions_loss: 0.5968 185/2430 [=>............................] - ETA: 21:14 - loss: 666.7880 - logits_profile_predictions_loss: 659.5069 - logcount_predictions_loss: 0.5968 186/2430 [=>............................] - ETA: 21:14 - loss: 666.7942 - logits_profile_predictions_loss: 659.5132 - logcount_predictions_loss: 0.5968 187/2430 [=>............................] - ETA: 21:13 - loss: 666.7991 - logits_profile_predictions_loss: 659.5181 - logcount_predictions_loss: 0.5968 188/2430 [=>............................] - ETA: 21:13 - loss: 666.8072 - logits_profile_predictions_loss: 659.5263 - logcount_predictions_loss: 0.5968 189/2430 [=>............................] - ETA: 21:12 - loss: 666.8130 - logits_profile_predictions_loss: 659.5322 - logcount_predictions_loss: 0.5968 190/2430 [=>............................] - ETA: 21:12 - loss: 666.8179 - logits_profile_predictions_loss: 659.5372 - logcount_predictions_loss: 0.5968 191/2430 [=>............................] - ETA: 21:11 - loss: 666.8249 - logits_profile_predictions_loss: 659.5444 - logcount_predictions_loss: 0.5968 192/2430 [=>............................] - ETA: 21:10 - loss: 666.8293 - logits_profile_predictions_loss: 659.5489 - logcount_predictions_loss: 0.5967 193/2430 [=>............................] - ETA: 21:10 - loss: 666.8300 - logits_profile_predictions_loss: 659.5498 - logcount_predictions_loss: 0.5967 194/2430 [=>............................] - ETA: 21:09 - loss: 666.8293 - logits_profile_predictions_loss: 659.5493 - logcount_predictions_loss: 0.5967 195/2430 [=>............................] - ETA: 21:09 - loss: 666.8317 - 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[=>............................] - ETA: 21:05 - loss: 666.8365 - logits_profile_predictions_loss: 659.5594 - logcount_predictions_loss: 0.5965 203/2430 [=>............................] - ETA: 21:04 - loss: 666.8364 - logits_profile_predictions_loss: 659.5598 - logcount_predictions_loss: 0.5964 204/2430 [=>............................] - ETA: 21:04 - loss: 666.8381 - logits_profile_predictions_loss: 659.5619 - logcount_predictions_loss: 0.5964 205/2430 [=>............................] - ETA: 21:03 - loss: 666.8390 - logits_profile_predictions_loss: 659.5632 - logcount_predictions_loss: 0.5964 206/2430 [=>............................] - ETA: 21:02 - loss: 666.8456 - logits_profile_predictions_loss: 659.5702 - logcount_predictions_loss: 0.5963 207/2430 [=>............................] - ETA: 21:02 - loss: 666.8505 - logits_profile_predictions_loss: 659.5755 - logcount_predictions_loss: 0.5963 208/2430 [=>............................] - ETA: 21:01 - loss: 666.8566 - 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[=>............................] - ETA: 20:50 - loss: 667.1212 - logits_profile_predictions_loss: 659.8552 - logcount_predictions_loss: 0.5956 229/2430 [=>............................] - ETA: 20:49 - loss: 667.1397 - logits_profile_predictions_loss: 659.8742 - logcount_predictions_loss: 0.5955 230/2430 [=>............................] - ETA: 20:49 - loss: 667.1553 - logits_profile_predictions_loss: 659.8903 - logcount_predictions_loss: 0.5955 231/2430 [=>............................] - ETA: 20:48 - loss: 667.1714 - logits_profile_predictions_loss: 659.9070 - logcount_predictions_loss: 0.5954 232/2430 [=>............................] - ETA: 20:48 - loss: 667.1875 - logits_profile_predictions_loss: 659.9236 - logcount_predictions_loss: 0.5954 233/2430 [=>............................] - ETA: 20:47 - loss: 667.2040 - logits_profile_predictions_loss: 659.9407 - logcount_predictions_loss: 0.5953 234/2430 [=>............................] - ETA: 20:47 - loss: 667.2188 - 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logits_profile_predictions_loss: 661.0714 - logcount_predictions_loss: 0.5857 443/2430 [====>.........................] - ETA: 18:48 - loss: 668.2209 - logits_profile_predictions_loss: 661.0752 - logcount_predictions_loss: 0.5857 444/2430 [====>.........................] - ETA: 18:48 - loss: 668.2246 - logits_profile_predictions_loss: 661.0794 - logcount_predictions_loss: 0.5857 445/2430 [====>.........................] - ETA: 18:47 - loss: 668.2282 - logits_profile_predictions_loss: 661.0833 - logcount_predictions_loss: 0.5856 446/2430 [====>.........................] - ETA: 18:46 - loss: 668.2321 - logits_profile_predictions_loss: 661.0875 - logcount_predictions_loss: 0.5856 447/2430 [====>.........................] - ETA: 18:46 - loss: 668.2360 - logits_profile_predictions_loss: 661.0919 - logcount_predictions_loss: 0.5856 448/2430 [====>.........................] - ETA: 18:45 - loss: 668.2407 - logits_profile_predictions_loss: 661.0969 - logcount_predictions_loss: 0.5856 449/2430 [====>.........................] - ETA: 18:45 - loss: 668.2467 - logits_profile_predictions_loss: 661.1032 - logcount_predictions_loss: 0.5855 450/2430 [====>.........................] - ETA: 18:44 - loss: 668.2534 - logits_profile_predictions_loss: 661.1102 - logcount_predictions_loss: 0.5855 451/2430 [====>.........................] - ETA: 18:44 - loss: 668.2600 - logits_profile_predictions_loss: 661.1172 - logcount_predictions_loss: 0.5855 452/2430 [====>.........................] - ETA: 18:43 - loss: 668.2663 - logits_profile_predictions_loss: 661.1239 - logcount_predictions_loss: 0.5854 453/2430 [====>.........................] - ETA: 18:42 - loss: 668.2728 - logits_profile_predictions_loss: 661.1308 - logcount_predictions_loss: 0.5854 454/2430 [====>.........................] - ETA: 18:42 - loss: 668.2791 - logits_profile_predictions_loss: 661.1374 - logcount_predictions_loss: 0.5854 455/2430 [====>.........................] - ETA: 18:41 - loss: 668.2859 - 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[====>.........................] - ETA: 18:30 - loss: 668.4303 - logits_profile_predictions_loss: 661.2946 - logcount_predictions_loss: 0.5849 476/2430 [====>.........................] - ETA: 18:29 - loss: 668.4366 - logits_profile_predictions_loss: 661.3011 - logcount_predictions_loss: 0.5849 477/2430 [====>.........................] - ETA: 18:29 - loss: 668.4424 - logits_profile_predictions_loss: 661.3072 - logcount_predictions_loss: 0.5849 478/2430 [====>.........................] - ETA: 18:28 - loss: 668.4484 - logits_profile_predictions_loss: 661.3134 - logcount_predictions_loss: 0.5848 479/2430 [====>.........................] - ETA: 18:28 - loss: 668.4542 - logits_profile_predictions_loss: 661.3195 - logcount_predictions_loss: 0.5848 480/2430 [====>.........................] - ETA: 18:27 - loss: 668.4601 - logits_profile_predictions_loss: 661.3257 - logcount_predictions_loss: 0.5848 481/2430 [====>.........................] - ETA: 18:26 - loss: 668.4663 - 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[=====>........................] - ETA: 18:23 - loss: 668.5024 - logits_profile_predictions_loss: 661.3701 - logcount_predictions_loss: 0.5846 489/2430 [=====>........................] - ETA: 18:22 - loss: 668.5072 - logits_profile_predictions_loss: 661.3752 - logcount_predictions_loss: 0.5846 490/2430 [=====>........................] - ETA: 18:21 - loss: 668.5124 - logits_profile_predictions_loss: 661.3806 - logcount_predictions_loss: 0.5846 491/2430 [=====>........................] - ETA: 18:21 - loss: 668.5181 - logits_profile_predictions_loss: 661.3865 - logcount_predictions_loss: 0.5846 492/2430 [=====>........................] - ETA: 18:20 - loss: 668.5246 - logits_profile_predictions_loss: 661.3932 - logcount_predictions_loss: 0.5845 493/2430 [=====>........................] - ETA: 18:20 - loss: 668.5314 - logits_profile_predictions_loss: 661.4002 - logcount_predictions_loss: 0.5845 494/2430 [=====>........................] - ETA: 18:19 - loss: 668.5382 - 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[=====>........................] - ETA: 18:15 - loss: 668.5868 - logits_profile_predictions_loss: 661.4573 - logcount_predictions_loss: 0.5844 502/2430 [=====>........................] - ETA: 18:15 - loss: 668.5935 - logits_profile_predictions_loss: 661.4643 - logcount_predictions_loss: 0.5844 503/2430 [=====>........................] - ETA: 18:14 - loss: 668.6001 - logits_profile_predictions_loss: 661.4710 - logcount_predictions_loss: 0.5843 504/2430 [=====>........................] - ETA: 18:13 - loss: 668.6064 - logits_profile_predictions_loss: 661.4776 - logcount_predictions_loss: 0.5843 505/2430 [=====>........................] - ETA: 18:13 - loss: 668.6123 - logits_profile_predictions_loss: 661.4837 - logcount_predictions_loss: 0.5843 506/2430 [=====>........................] - ETA: 18:12 - loss: 668.6178 - logits_profile_predictions_loss: 661.4894 - logcount_predictions_loss: 0.5843 507/2430 [=====>........................] - ETA: 18:12 - loss: 668.6229 - logits_profile_predictions_loss: 661.4948 - logcount_predictions_loss: 0.5843 508/2430 [=====>........................] - ETA: 18:11 - loss: 668.6282 - logits_profile_predictions_loss: 661.5003 - logcount_predictions_loss: 0.5843 509/2430 [=====>........................] - ETA: 18:11 - loss: 668.6334 - logits_profile_predictions_loss: 661.5057 - logcount_predictions_loss: 0.5842 510/2430 [=====>........................] - ETA: 18:10 - loss: 668.6382 - logits_profile_predictions_loss: 661.5107 - logcount_predictions_loss: 0.5842 511/2430 [=====>........................] - ETA: 18:09 - loss: 668.6430 - logits_profile_predictions_loss: 661.5158 - logcount_predictions_loss: 0.5842 512/2430 [=====>........................] - ETA: 18:09 - loss: 668.6475 - logits_profile_predictions_loss: 661.5206 - logcount_predictions_loss: 0.5842 513/2430 [=====>........................] - ETA: 18:08 - loss: 668.6514 - logits_profile_predictions_loss: 661.5247 - logcount_predictions_loss: 0.5842 514/2430 [=====>........................] - ETA: 18:08 - loss: 668.6559 - logits_profile_predictions_loss: 661.5294 - logcount_predictions_loss: 0.5841 515/2430 [=====>........................] - ETA: 18:07 - loss: 668.6603 - logits_profile_predictions_loss: 661.5341 - logcount_predictions_loss: 0.5841 516/2430 [=====>........................] - ETA: 18:07 - loss: 668.6649 - logits_profile_predictions_loss: 661.5389 - logcount_predictions_loss: 0.5841 517/2430 [=====>........................] - ETA: 18:06 - loss: 668.6693 - logits_profile_predictions_loss: 661.5435 - logcount_predictions_loss: 0.5841 518/2430 [=====>........................] - ETA: 18:05 - loss: 668.6735 - logits_profile_predictions_loss: 661.5480 - logcount_predictions_loss: 0.5841 519/2430 [=====>........................] - ETA: 18:05 - loss: 668.6775 - logits_profile_predictions_loss: 661.5522 - logcount_predictions_loss: 0.5840 520/2430 [=====>........................] - ETA: 18:04 - loss: 668.6813 - 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[============================>.] - ETA: 9s - loss: 667.3331 - logits_profile_predictions_loss: 660.5510 - logcount_predictions_loss: 0.5559  2414/2430 [============================>.] - ETA: 9s - loss: 667.3317 - logits_profile_predictions_loss: 660.5497 - logcount_predictions_loss: 0.5559 2415/2430 [============================>.] - ETA: 8s - loss: 667.3302 - logits_profile_predictions_loss: 660.5484 - logcount_predictions_loss: 0.5559 2416/2430 [============================>.] - ETA: 7s - loss: 667.3288 - logits_profile_predictions_loss: 660.5471 - logcount_predictions_loss: 0.5559 2417/2430 [============================>.] - ETA: 7s - loss: 667.3274 - logits_profile_predictions_loss: 660.5458 - logcount_predictions_loss: 0.5559 2418/2430 [============================>.] - ETA: 6s - loss: 667.3259 - logits_profile_predictions_loss: 660.5445 - logcount_predictions_loss: 0.5559 2419/2430 [============================>.] - ETA: 6s - loss: 667.3245 - logits_profile_predictions_loss: 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loss: 667.3146 - logits_profile_predictions_loss: 660.5342 - logcount_predictions_loss: 0.5558 2427/2430 [============================>.] - ETA: 1s - loss: 667.3133 - logits_profile_predictions_loss: 660.5329 - logcount_predictions_loss: 0.5558 2428/2430 [============================>.] - ETA: 1s - loss: 667.3119 - logits_profile_predictions_loss: 660.5317 - logcount_predictions_loss: 0.5558 2429/2430 [============================>.] - ETA: 0s - loss: 667.3105 - logits_profile_predictions_loss: 660.5305 - logcount_predictions_loss: 0.5557 2430/2430 [==============================] - ETA: 0s - loss: 667.3092 - logits_profile_predictions_loss: 660.5293 - logcount_predictions_loss: 0.5557 2430/2430 [==============================] - 1430s 589ms/step - loss: 667.3079 - logits_profile_predictions_loss: 660.5281 - logcount_predictions_loss: 0.5557 - val_loss: 657.7712 - val_logits_profile_predictions_loss: 652.1494 - val_logcount_predictions_loss: 0.4608 Epoch 00002: val_loss improved from 666.73175 to 657.77118, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR731KDL//chrombppnet_model_encsr283tme_bias_fold_3/chrombpnet.h5 Epoch 3/50 1/2430 [..............................] - ETA: 23:51 - loss: 677.8228 - logits_profile_predictions_loss: 672.1614 - logcount_predictions_loss: 0.4640 2/2430 [..............................] - ETA: 22:57 - loss: 709.3165 - logits_profile_predictions_loss: 702.0890 - logcount_predictions_loss: 0.5924 3/2430 [..............................] - ETA: 22:57 - loss: 707.5088 - logits_profile_predictions_loss: 700.2582 - logcount_predictions_loss: 0.5943 4/2430 [..............................] - ETA: 22:57 - loss: 698.8748 - logits_profile_predictions_loss: 691.9087 - logcount_predictions_loss: 0.5710 5/2430 [..............................] - ETA: 22:57 - loss: 693.0604 - logits_profile_predictions_loss: 686.3367 - logcount_predictions_loss: 0.5511 6/2430 [..............................] - ETA: 22:56 - loss: 688.5209 - logits_profile_predictions_loss: 681.9744 - logcount_predictions_loss: 0.5366 7/2430 [..............................] - ETA: 22:56 - loss: 690.5522 - logits_profile_predictions_loss: 684.1264 - logcount_predictions_loss: 0.5267 8/2430 [..............................] - ETA: 22:55 - loss: 691.0351 - logits_profile_predictions_loss: 684.6829 - logcount_predictions_loss: 0.5207 9/2430 [..............................] - ETA: 22:55 - loss: 691.3530 - logits_profile_predictions_loss: 685.0321 - logcount_predictions_loss: 0.5181 10/2430 [..............................] - ETA: 22:55 - loss: 691.9061 - logits_profile_predictions_loss: 685.6277 - logcount_predictions_loss: 0.5146 11/2430 [..............................] - ETA: 22:54 - loss: 693.0719 - logits_profile_predictions_loss: 686.8176 - logcount_predictions_loss: 0.5126 12/2430 [..............................] - ETA: 22:54 - loss: 694.2449 - logits_profile_predictions_loss: 687.9987 - logcount_predictions_loss: 0.5120 13/2430 [..............................] - ETA: 22:53 - loss: 695.6954 - logits_profile_predictions_loss: 689.4607 - logcount_predictions_loss: 0.5110 14/2430 [..............................] - ETA: 22:52 - loss: 696.3495 - logits_profile_predictions_loss: 690.1326 - logcount_predictions_loss: 0.5096 15/2430 [..............................] - ETA: 22:52 - loss: 696.4218 - logits_profile_predictions_loss: 690.2264 - logcount_predictions_loss: 0.5078 16/2430 [..............................] - ETA: 22:51 - loss: 696.7013 - logits_profile_predictions_loss: 690.5220 - logcount_predictions_loss: 0.5065 17/2430 [..............................] - ETA: 22:51 - loss: 696.6268 - logits_profile_predictions_loss: 690.4674 - logcount_predictions_loss: 0.5049 18/2430 [..............................] - ETA: 22:50 - loss: 696.3869 - logits_profile_predictions_loss: 690.2452 - logcount_predictions_loss: 0.5034 19/2430 [..............................] - ETA: 22:50 - loss: 696.3397 - logits_profile_predictions_loss: 690.2152 - logcount_predictions_loss: 0.5020 20/2430 [..............................] - ETA: 22:49 - loss: 696.1587 - logits_profile_predictions_loss: 690.0490 - logcount_predictions_loss: 0.5008 21/2430 [..............................] - ETA: 22:49 - loss: 696.0203 - logits_profile_predictions_loss: 689.9251 - logcount_predictions_loss: 0.4996 22/2430 [..............................] - ETA: 22:48 - loss: 695.8714 - logits_profile_predictions_loss: 689.7875 - logcount_predictions_loss: 0.4987 23/2430 [..............................] - ETA: 22:48 - loss: 695.6419 - logits_profile_predictions_loss: 689.5711 - logcount_predictions_loss: 0.4976 24/2430 [..............................] - ETA: 22:47 - loss: 695.3255 - logits_profile_predictions_loss: 689.2617 - logcount_predictions_loss: 0.4970 25/2430 [..............................] - ETA: 22:46 - loss: 695.1428 - logits_profile_predictions_loss: 689.0840 - logcount_predictions_loss: 0.4966 26/2430 [..............................] - ETA: 22:46 - loss: 694.8704 - logits_profile_predictions_loss: 688.8186 - logcount_predictions_loss: 0.4961 27/2430 [..............................] - ETA: 22:45 - loss: 694.8816 - logits_profile_predictions_loss: 688.8358 - logcount_predictions_loss: 0.4956 28/2430 [..............................] - ETA: 22:45 - loss: 694.8173 - logits_profile_predictions_loss: 688.7787 - logcount_predictions_loss: 0.4950 29/2430 [..............................] - ETA: 22:44 - loss: 694.8151 - logits_profile_predictions_loss: 688.7821 - logcount_predictions_loss: 0.4945 30/2430 [..............................] - ETA: 22:44 - loss: 694.6177 - logits_profile_predictions_loss: 688.5917 - logcount_predictions_loss: 0.4939 31/2430 [..............................] - ETA: 22:43 - loss: 694.3128 - logits_profile_predictions_loss: 688.2922 - logcount_predictions_loss: 0.4935 32/2430 [..............................] - ETA: 22:43 - loss: 693.9799 - logits_profile_predictions_loss: 687.9638 - logcount_predictions_loss: 0.4931 33/2430 [..............................] - ETA: 22:42 - loss: 693.5319 - logits_profile_predictions_loss: 687.5230 - logcount_predictions_loss: 0.4925 34/2430 [..............................] - ETA: 22:42 - loss: 693.0528 - logits_profile_predictions_loss: 687.0521 - logcount_predictions_loss: 0.4919 35/2430 [..............................] - ETA: 22:41 - loss: 692.5281 - logits_profile_predictions_loss: 686.5363 - logcount_predictions_loss: 0.4911 36/2430 [..............................] - ETA: 22:40 - loss: 691.9790 - logits_profile_predictions_loss: 685.9962 - logcount_predictions_loss: 0.4904 37/2430 [..............................] - ETA: 22:40 - loss: 691.5420 - logits_profile_predictions_loss: 685.5672 - logcount_predictions_loss: 0.4897 38/2430 [..............................] - ETA: 22:39 - loss: 691.1935 - logits_profile_predictions_loss: 685.2254 - logcount_predictions_loss: 0.4892 39/2430 [..............................] - ETA: 22:39 - loss: 690.9111 - logits_profile_predictions_loss: 684.9474 - logcount_predictions_loss: 0.4888 40/2430 [..............................] - ETA: 22:38 - loss: 690.5520 - logits_profile_predictions_loss: 684.5933 - logcount_predictions_loss: 0.4884 41/2430 [..............................] - ETA: 22:38 - loss: 690.2285 - logits_profile_predictions_loss: 684.2729 - logcount_predictions_loss: 0.4882 42/2430 [..............................] - ETA: 22:37 - loss: 689.9516 - logits_profile_predictions_loss: 683.9992 - logcount_predictions_loss: 0.4879 43/2430 [..............................] - ETA: 22:37 - loss: 689.6876 - logits_profile_predictions_loss: 683.7383 - logcount_predictions_loss: 0.4877 44/2430 [..............................] - ETA: 22:36 - loss: 689.4143 - logits_profile_predictions_loss: 683.4681 - logcount_predictions_loss: 0.4874 45/2430 [..............................] - ETA: 22:35 - loss: 689.1668 - logits_profile_predictions_loss: 683.2229 - logcount_predictions_loss: 0.4872 46/2430 [..............................] - ETA: 22:35 - loss: 688.9284 - logits_profile_predictions_loss: 682.9878 - logcount_predictions_loss: 0.4869 47/2430 [..............................] - ETA: 22:34 - loss: 688.7033 - logits_profile_predictions_loss: 682.7666 - logcount_predictions_loss: 0.4866 48/2430 [..............................] - ETA: 22:34 - loss: 688.4434 - logits_profile_predictions_loss: 682.5108 - logcount_predictions_loss: 0.4863 49/2430 [..............................] - ETA: 22:33 - loss: 688.1951 - logits_profile_predictions_loss: 682.2670 - logcount_predictions_loss: 0.4859 50/2430 [..............................] - ETA: 22:33 - loss: 687.9011 - logits_profile_predictions_loss: 681.9772 - logcount_predictions_loss: 0.4856 51/2430 [..............................] - ETA: 22:32 - loss: 687.5704 - logits_profile_predictions_loss: 681.6508 - logcount_predictions_loss: 0.4852 52/2430 [..............................] - ETA: 22:32 - loss: 687.2669 - logits_profile_predictions_loss: 681.3516 - logcount_predictions_loss: 0.4849 53/2430 [..............................] - ETA: 22:31 - loss: 686.9981 - logits_profile_predictions_loss: 681.0870 - logcount_predictions_loss: 0.4845 54/2430 [..............................] - ETA: 22:30 - loss: 686.7118 - logits_profile_predictions_loss: 680.8045 - logcount_predictions_loss: 0.4842 55/2430 [..............................] - ETA: 22:30 - loss: 686.4380 - logits_profile_predictions_loss: 680.5351 - logcount_predictions_loss: 0.4838 56/2430 [..............................] - ETA: 22:29 - loss: 686.1489 - logits_profile_predictions_loss: 680.2503 - logcount_predictions_loss: 0.4835 57/2430 [..............................] - ETA: 22:29 - loss: 685.8495 - logits_profile_predictions_loss: 679.9557 - logcount_predictions_loss: 0.4831 58/2430 [..............................] - ETA: 22:28 - loss: 685.4927 - logits_profile_predictions_loss: 679.6041 - logcount_predictions_loss: 0.4827 59/2430 [..............................] - ETA: 22:28 - loss: 685.1327 - logits_profile_predictions_loss: 679.2490 - logcount_predictions_loss: 0.4823 60/2430 [..............................] - ETA: 22:27 - loss: 684.7913 - logits_profile_predictions_loss: 678.9127 - logcount_predictions_loss: 0.4819 61/2430 [..............................] - ETA: 22:26 - loss: 684.4322 - logits_profile_predictions_loss: 678.5589 - logcount_predictions_loss: 0.4814 62/2430 [..............................] - ETA: 22:26 - loss: 684.0875 - logits_profile_predictions_loss: 678.2192 - logcount_predictions_loss: 0.4810 63/2430 [..............................] - ETA: 22:25 - loss: 683.7708 - logits_profile_predictions_loss: 677.9077 - logcount_predictions_loss: 0.4806 64/2430 [..............................] - ETA: 22:25 - loss: 683.4564 - logits_profile_predictions_loss: 677.5983 - logcount_predictions_loss: 0.4802 65/2430 [..............................] - ETA: 22:24 - loss: 683.1523 - logits_profile_predictions_loss: 677.2983 - logcount_predictions_loss: 0.4798 66/2430 [..............................] - ETA: 22:24 - loss: 682.8561 - logits_profile_predictions_loss: 677.0058 - logcount_predictions_loss: 0.4795 67/2430 [..............................] - ETA: 22:23 - loss: 682.5675 - logits_profile_predictions_loss: 676.7209 - logcount_predictions_loss: 0.4792 68/2430 [..............................] - ETA: 22:22 - loss: 682.2995 - logits_profile_predictions_loss: 676.4567 - logcount_predictions_loss: 0.4789 69/2430 [..............................] - ETA: 22:22 - loss: 682.0502 - logits_profile_predictions_loss: 676.2111 - logcount_predictions_loss: 0.4786 70/2430 [..............................] - ETA: 22:21 - loss: 681.8343 - logits_profile_predictions_loss: 675.9992 - logcount_predictions_loss: 0.4783 71/2430 [..............................] - ETA: 22:21 - loss: 681.6277 - logits_profile_predictions_loss: 675.7963 - logcount_predictions_loss: 0.4780 72/2430 [..............................] - ETA: 22:20 - loss: 681.4129 - logits_profile_predictions_loss: 675.5848 - logcount_predictions_loss: 0.4777 73/2430 [..............................] - ETA: 22:20 - loss: 681.2109 - logits_profile_predictions_loss: 675.3862 - logcount_predictions_loss: 0.4774 74/2430 [..............................] - ETA: 22:19 - loss: 681.0069 - logits_profile_predictions_loss: 675.1852 - logcount_predictions_loss: 0.4772 75/2430 [..............................] - ETA: 22:18 - loss: 680.7927 - logits_profile_predictions_loss: 674.9743 - logcount_predictions_loss: 0.4769 76/2430 [..............................] - ETA: 22:18 - loss: 680.5960 - logits_profile_predictions_loss: 674.7809 - logcount_predictions_loss: 0.4767 77/2430 [..............................] - ETA: 22:17 - loss: 680.3873 - logits_profile_predictions_loss: 674.5758 - logcount_predictions_loss: 0.4764 78/2430 [..............................] - ETA: 22:17 - loss: 680.1603 - logits_profile_predictions_loss: 674.3526 - logcount_predictions_loss: 0.4760 79/2430 [..............................] - ETA: 22:16 - loss: 679.9598 - logits_profile_predictions_loss: 674.1557 - logcount_predictions_loss: 0.4757 80/2430 [..............................] - ETA: 22:16 - loss: 679.7839 - logits_profile_predictions_loss: 673.9830 - logcount_predictions_loss: 0.4755 81/2430 [>.............................] - ETA: 22:15 - loss: 679.6163 - logits_profile_predictions_loss: 673.8180 - logcount_predictions_loss: 0.4753 82/2430 [>.............................] - ETA: 22:14 - loss: 679.4569 - logits_profile_predictions_loss: 673.6612 - logcount_predictions_loss: 0.4751 83/2430 [>.............................] - ETA: 22:14 - loss: 679.3086 - logits_profile_predictions_loss: 673.5152 - logcount_predictions_loss: 0.4749 84/2430 [>.............................] - ETA: 22:13 - loss: 679.1605 - 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[>.............................] - ETA: 22:09 - loss: 678.3061 - logits_profile_predictions_loss: 672.5291 - logcount_predictions_loss: 0.4735 92/2430 [>.............................] - ETA: 22:09 - loss: 678.2150 - logits_profile_predictions_loss: 672.4396 - logcount_predictions_loss: 0.4734 93/2430 [>.............................] - ETA: 22:08 - loss: 678.1246 - logits_profile_predictions_loss: 672.3507 - logcount_predictions_loss: 0.4733 94/2430 [>.............................] - ETA: 22:08 - loss: 678.0277 - logits_profile_predictions_loss: 672.2552 - logcount_predictions_loss: 0.4732 95/2430 [>.............................] - ETA: 22:07 - loss: 677.9367 - logits_profile_predictions_loss: 672.1656 - logcount_predictions_loss: 0.4730 96/2430 [>.............................] - ETA: 22:06 - loss: 677.8501 - logits_profile_predictions_loss: 672.0800 - logcount_predictions_loss: 0.4730 97/2430 [>.............................] - ETA: 22:06 - loss: 677.7744 - 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[>.............................] - ETA: 22:02 - loss: 677.1772 - logits_profile_predictions_loss: 671.4167 - logcount_predictions_loss: 0.4722 105/2430 [>.............................] - ETA: 22:02 - loss: 677.0973 - logits_profile_predictions_loss: 671.3379 - logcount_predictions_loss: 0.4721 106/2430 [>.............................] - ETA: 22:01 - loss: 677.0128 - logits_profile_predictions_loss: 671.2545 - logcount_predictions_loss: 0.4720 107/2430 [>.............................] - ETA: 22:00 - loss: 676.9324 - logits_profile_predictions_loss: 671.1753 - logcount_predictions_loss: 0.4719 108/2430 [>.............................] - ETA: 22:00 - loss: 676.8516 - logits_profile_predictions_loss: 671.0957 - logcount_predictions_loss: 0.4718 109/2430 [>.............................] - ETA: 21:59 - loss: 676.7655 - logits_profile_predictions_loss: 671.0109 - logcount_predictions_loss: 0.4717 110/2430 [>.............................] - ETA: 21:59 - loss: 676.6729 - 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[>.............................] - ETA: 21:55 - loss: 676.0054 - logits_profile_predictions_loss: 670.2632 - logcount_predictions_loss: 0.4707 118/2430 [>.............................] - ETA: 21:54 - loss: 675.9212 - logits_profile_predictions_loss: 670.1804 - logcount_predictions_loss: 0.4706 119/2430 [>.............................] - ETA: 21:54 - loss: 675.8388 - logits_profile_predictions_loss: 670.0995 - logcount_predictions_loss: 0.4704 120/2430 [>.............................] - ETA: 21:53 - loss: 675.7638 - logits_profile_predictions_loss: 670.0259 - logcount_predictions_loss: 0.4703 121/2430 [>.............................] - ETA: 21:52 - loss: 675.6831 - logits_profile_predictions_loss: 669.9466 - logcount_predictions_loss: 0.4702 122/2430 [>.............................] - ETA: 21:52 - loss: 675.6090 - logits_profile_predictions_loss: 669.8740 - logcount_predictions_loss: 0.4701 123/2430 [>.............................] - ETA: 21:51 - loss: 675.5402 - logits_profile_predictions_loss: 669.8067 - logcount_predictions_loss: 0.4700 124/2430 [>.............................] - ETA: 21:51 - loss: 675.4759 - logits_profile_predictions_loss: 669.7439 - logcount_predictions_loss: 0.4698 125/2430 [>.............................] - ETA: 21:50 - loss: 675.4039 - logits_profile_predictions_loss: 669.6733 - logcount_predictions_loss: 0.4697 126/2430 [>.............................] - ETA: 21:50 - loss: 675.3293 - logits_profile_predictions_loss: 669.6001 - logcount_predictions_loss: 0.4696 127/2430 [>.............................] - ETA: 21:49 - loss: 675.2535 - logits_profile_predictions_loss: 669.5258 - logcount_predictions_loss: 0.4695 128/2430 [>.............................] - ETA: 21:48 - loss: 675.1756 - logits_profile_predictions_loss: 669.4492 - logcount_predictions_loss: 0.4694 129/2430 [>.............................] - ETA: 21:48 - loss: 675.0973 - logits_profile_predictions_loss: 669.3722 - logcount_predictions_loss: 0.4693 130/2430 [>.............................] - ETA: 21:47 - loss: 675.0139 - logits_profile_predictions_loss: 669.2901 - logcount_predictions_loss: 0.4692 131/2430 [>.............................] - ETA: 21:47 - loss: 674.9292 - logits_profile_predictions_loss: 669.2066 - logcount_predictions_loss: 0.4691 132/2430 [>.............................] - ETA: 21:46 - loss: 674.8448 - logits_profile_predictions_loss: 669.1233 - logcount_predictions_loss: 0.4690 133/2430 [>.............................] - ETA: 21:46 - loss: 674.7636 - logits_profile_predictions_loss: 669.0433 - logcount_predictions_loss: 0.4689 134/2430 [>.............................] - ETA: 21:45 - loss: 674.6825 - logits_profile_predictions_loss: 668.9634 - logcount_predictions_loss: 0.4688 135/2430 [>.............................] - ETA: 21:44 - loss: 674.6074 - logits_profile_predictions_loss: 668.8892 - logcount_predictions_loss: 0.4687 136/2430 [>.............................] - ETA: 21:44 - loss: 674.5349 - logits_profile_predictions_loss: 668.8176 - logcount_predictions_loss: 0.4686 137/2430 [>.............................] - ETA: 21:43 - loss: 674.4706 - logits_profile_predictions_loss: 668.7541 - logcount_predictions_loss: 0.4686 138/2430 [>.............................] - ETA: 21:43 - loss: 674.4048 - logits_profile_predictions_loss: 668.6891 - logcount_predictions_loss: 0.4685 139/2430 [>.............................] - ETA: 21:42 - loss: 674.3419 - logits_profile_predictions_loss: 668.6269 - logcount_predictions_loss: 0.4684 140/2430 [>.............................] - ETA: 21:42 - loss: 674.2854 - logits_profile_predictions_loss: 668.5710 - logcount_predictions_loss: 0.4684 141/2430 [>.............................] - ETA: 21:41 - loss: 674.2252 - logits_profile_predictions_loss: 668.5112 - logcount_predictions_loss: 0.4684 142/2430 [>.............................] - ETA: 21:40 - loss: 674.1599 - logits_profile_predictions_loss: 668.4464 - logcount_predictions_loss: 0.4683 143/2430 [>.............................] - ETA: 21:40 - loss: 674.0964 - logits_profile_predictions_loss: 668.3834 - logcount_predictions_loss: 0.4683 144/2430 [>.............................] - ETA: 21:39 - loss: 674.0375 - logits_profile_predictions_loss: 668.3250 - logcount_predictions_loss: 0.4682 145/2430 [>.............................] - ETA: 21:39 - loss: 673.9860 - logits_profile_predictions_loss: 668.2739 - logcount_predictions_loss: 0.4682 146/2430 [>.............................] - ETA: 21:38 - loss: 673.9281 - logits_profile_predictions_loss: 668.2165 - logcount_predictions_loss: 0.4682 147/2430 [>.............................] - ETA: 21:38 - loss: 673.8727 - logits_profile_predictions_loss: 668.1616 - logcount_predictions_loss: 0.4681 148/2430 [>.............................] - ETA: 21:37 - loss: 673.8181 - logits_profile_predictions_loss: 668.1075 - logcount_predictions_loss: 0.4681 149/2430 [>.............................] - ETA: 21:36 - loss: 673.7616 - logits_profile_predictions_loss: 668.0514 - logcount_predictions_loss: 0.4680 150/2430 [>.............................] - ETA: 21:36 - loss: 673.7046 - logits_profile_predictions_loss: 667.9949 - logcount_predictions_loss: 0.4680 151/2430 [>.............................] - ETA: 21:35 - loss: 673.6454 - logits_profile_predictions_loss: 667.9363 - logcount_predictions_loss: 0.4680 152/2430 [>.............................] - ETA: 21:35 - loss: 673.5863 - logits_profile_predictions_loss: 667.8776 - logcount_predictions_loss: 0.4679 153/2430 [>.............................] - ETA: 21:34 - loss: 673.5277 - logits_profile_predictions_loss: 667.8194 - logcount_predictions_loss: 0.4679 154/2430 [>.............................] - ETA: 21:34 - loss: 673.4722 - logits_profile_predictions_loss: 667.7643 - logcount_predictions_loss: 0.4679 155/2430 [>.............................] - ETA: 21:33 - loss: 673.4192 - logits_profile_predictions_loss: 667.7117 - logcount_predictions_loss: 0.4678 156/2430 [>.............................] - ETA: 21:33 - loss: 673.3636 - logits_profile_predictions_loss: 667.6565 - logcount_predictions_loss: 0.4678 157/2430 [>.............................] - ETA: 21:32 - loss: 673.3071 - logits_profile_predictions_loss: 667.6002 - logcount_predictions_loss: 0.4678 158/2430 [>.............................] - ETA: 21:32 - loss: 673.2490 - logits_profile_predictions_loss: 667.5424 - logcount_predictions_loss: 0.4678 159/2430 [>.............................] - ETA: 21:31 - loss: 673.1882 - logits_profile_predictions_loss: 667.4819 - logcount_predictions_loss: 0.4677 160/2430 [>.............................] - ETA: 21:30 - loss: 673.1282 - logits_profile_predictions_loss: 667.4223 - logcount_predictions_loss: 0.4677 161/2430 [>.............................] - ETA: 21:30 - loss: 673.0644 - logits_profile_predictions_loss: 667.3588 - logcount_predictions_loss: 0.4677 162/2430 [=>............................] - ETA: 21:29 - loss: 673.0002 - logits_profile_predictions_loss: 667.2950 - logcount_predictions_loss: 0.4676 163/2430 [=>............................] - ETA: 21:29 - loss: 672.9357 - logits_profile_predictions_loss: 667.2309 - logcount_predictions_loss: 0.4676 164/2430 [=>............................] - ETA: 21:28 - loss: 672.8706 - logits_profile_predictions_loss: 667.1661 - logcount_predictions_loss: 0.4676 165/2430 [=>............................] - ETA: 21:28 - loss: 672.8068 - logits_profile_predictions_loss: 667.1026 - logcount_predictions_loss: 0.4676 166/2430 [=>............................] - ETA: 21:27 - loss: 672.7407 - logits_profile_predictions_loss: 667.0369 - logcount_predictions_loss: 0.4675 167/2430 [=>............................] - ETA: 21:26 - loss: 672.6734 - logits_profile_predictions_loss: 666.9699 - logcount_predictions_loss: 0.4675 168/2430 [=>............................] - ETA: 21:26 - loss: 672.6132 - logits_profile_predictions_loss: 666.9101 - logcount_predictions_loss: 0.4675 169/2430 [=>............................] - ETA: 21:25 - loss: 672.5553 - logits_profile_predictions_loss: 666.8524 - logcount_predictions_loss: 0.4675 170/2430 [=>............................] - ETA: 21:25 - loss: 672.4970 - logits_profile_predictions_loss: 666.7942 - logcount_predictions_loss: 0.4675 171/2430 [=>............................] - ETA: 21:24 - loss: 672.4422 - logits_profile_predictions_loss: 666.7395 - logcount_predictions_loss: 0.4674 172/2430 [=>............................] - ETA: 21:24 - loss: 672.3862 - logits_profile_predictions_loss: 666.6836 - logcount_predictions_loss: 0.4674 173/2430 [=>............................] - ETA: 21:23 - loss: 672.3322 - logits_profile_predictions_loss: 666.6295 - logcount_predictions_loss: 0.4674 174/2430 [=>............................] - ETA: 21:22 - loss: 672.2831 - logits_profile_predictions_loss: 666.5803 - logcount_predictions_loss: 0.4674 175/2430 [=>............................] - ETA: 21:22 - loss: 672.2336 - logits_profile_predictions_loss: 666.5307 - logcount_predictions_loss: 0.4675 176/2430 [=>............................] - ETA: 21:21 - loss: 672.1845 - logits_profile_predictions_loss: 666.4814 - logcount_predictions_loss: 0.4675 177/2430 [=>............................] - ETA: 21:21 - loss: 672.1359 - logits_profile_predictions_loss: 666.4326 - logcount_predictions_loss: 0.4675 178/2430 [=>............................] - ETA: 21:20 - loss: 672.0894 - logits_profile_predictions_loss: 666.3857 - logcount_predictions_loss: 0.4675 179/2430 [=>............................] - ETA: 21:20 - loss: 672.0434 - logits_profile_predictions_loss: 666.3393 - logcount_predictions_loss: 0.4676 180/2430 [=>............................] - ETA: 21:19 - loss: 672.0013 - logits_profile_predictions_loss: 666.2966 - logcount_predictions_loss: 0.4676 181/2430 [=>............................] - ETA: 21:18 - loss: 671.9609 - logits_profile_predictions_loss: 666.2557 - logcount_predictions_loss: 0.4676 182/2430 [=>............................] - ETA: 21:18 - loss: 671.9241 - logits_profile_predictions_loss: 666.2184 - logcount_predictions_loss: 0.4677 183/2430 [=>............................] - ETA: 21:17 - loss: 671.8851 - logits_profile_predictions_loss: 666.1788 - logcount_predictions_loss: 0.4677 184/2430 [=>............................] - ETA: 21:17 - loss: 671.8467 - logits_profile_predictions_loss: 666.1399 - logcount_predictions_loss: 0.4678 185/2430 [=>............................] - ETA: 21:16 - loss: 671.8111 - logits_profile_predictions_loss: 666.1037 - logcount_predictions_loss: 0.4678 186/2430 [=>............................] - ETA: 21:16 - loss: 671.7745 - logits_profile_predictions_loss: 666.0665 - logcount_predictions_loss: 0.4679 187/2430 [=>............................] - ETA: 21:15 - loss: 671.7370 - logits_profile_predictions_loss: 666.0285 - logcount_predictions_loss: 0.4679 188/2430 [=>............................] - ETA: 21:14 - loss: 671.6963 - logits_profile_predictions_loss: 665.9874 - logcount_predictions_loss: 0.4680 189/2430 [=>............................] - ETA: 21:14 - loss: 671.6579 - logits_profile_predictions_loss: 665.9485 - logcount_predictions_loss: 0.4680 190/2430 [=>............................] - ETA: 21:13 - loss: 671.6222 - logits_profile_predictions_loss: 665.9123 - logcount_predictions_loss: 0.4680 191/2430 [=>............................] - ETA: 21:13 - loss: 671.5829 - logits_profile_predictions_loss: 665.8725 - logcount_predictions_loss: 0.4681 192/2430 [=>............................] - ETA: 21:12 - loss: 671.5426 - logits_profile_predictions_loss: 665.8317 - logcount_predictions_loss: 0.4681 193/2430 [=>............................] - ETA: 21:12 - loss: 671.5028 - logits_profile_predictions_loss: 665.7913 - logcount_predictions_loss: 0.4682 194/2430 [=>............................] - ETA: 21:11 - loss: 671.4618 - logits_profile_predictions_loss: 665.7498 - logcount_predictions_loss: 0.4682 195/2430 [=>............................] - ETA: 21:10 - loss: 671.4219 - logits_profile_predictions_loss: 665.7093 - logcount_predictions_loss: 0.4683 196/2430 [=>............................] - ETA: 21:10 - loss: 671.3818 - logits_profile_predictions_loss: 665.6686 - logcount_predictions_loss: 0.4683 197/2430 [=>............................] - ETA: 21:09 - loss: 671.3425 - logits_profile_predictions_loss: 665.6288 - logcount_predictions_loss: 0.4683 198/2430 [=>............................] - ETA: 21:09 - loss: 671.2998 - logits_profile_predictions_loss: 665.5855 - logcount_predictions_loss: 0.4684 199/2430 [=>............................] - ETA: 21:08 - loss: 671.2562 - logits_profile_predictions_loss: 665.5413 - logcount_predictions_loss: 0.4684 200/2430 [=>............................] - ETA: 21:07 - loss: 671.2127 - logits_profile_predictions_loss: 665.4973 - logcount_predictions_loss: 0.4685 201/2430 [=>............................] - ETA: 21:07 - loss: 671.1701 - 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[=>............................] - ETA: 21:03 - loss: 670.8916 - logits_profile_predictions_loss: 665.1704 - logcount_predictions_loss: 0.4690 209/2430 [=>............................] - ETA: 21:02 - loss: 670.8552 - logits_profile_predictions_loss: 665.1331 - logcount_predictions_loss: 0.4690 210/2430 [=>............................] - ETA: 21:02 - loss: 670.8193 - logits_profile_predictions_loss: 665.0963 - logcount_predictions_loss: 0.4691 211/2430 [=>............................] - ETA: 21:01 - loss: 670.7821 - logits_profile_predictions_loss: 665.0583 - logcount_predictions_loss: 0.4692 212/2430 [=>............................] - ETA: 21:00 - loss: 670.7467 - logits_profile_predictions_loss: 665.0220 - logcount_predictions_loss: 0.4692 213/2430 [=>............................] - ETA: 21:00 - loss: 670.7090 - logits_profile_predictions_loss: 664.9835 - logcount_predictions_loss: 0.4693 214/2430 [=>............................] - ETA: 20:59 - loss: 670.6719 - 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[=>............................] - ETA: 20:48 - loss: 669.8583 - logits_profile_predictions_loss: 664.1174 - logcount_predictions_loss: 0.4706 235/2430 [=>............................] - ETA: 20:47 - loss: 669.8182 - logits_profile_predictions_loss: 664.0767 - logcount_predictions_loss: 0.4706 236/2430 [=>............................] - ETA: 20:47 - loss: 669.7782 - logits_profile_predictions_loss: 664.0362 - logcount_predictions_loss: 0.4707 237/2430 [=>............................] - ETA: 20:46 - loss: 669.7389 - logits_profile_predictions_loss: 663.9962 - logcount_predictions_loss: 0.4707 238/2430 [=>............................] - ETA: 20:45 - loss: 669.6987 - logits_profile_predictions_loss: 663.9553 - logcount_predictions_loss: 0.4708 239/2430 [=>............................] - ETA: 20:45 - loss: 669.6584 - logits_profile_predictions_loss: 663.9143 - logcount_predictions_loss: 0.4708 240/2430 [=>............................] - ETA: 20:44 - loss: 669.6198 - 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[==>...........................] - ETA: 20:40 - loss: 669.3580 - logits_profile_predictions_loss: 663.6085 - logcount_predictions_loss: 0.4713 248/2430 [==>...........................] - ETA: 20:40 - loss: 669.3213 - logits_profile_predictions_loss: 663.5713 - logcount_predictions_loss: 0.4713 249/2430 [==>...........................] - ETA: 20:39 - loss: 669.2843 - logits_profile_predictions_loss: 663.5336 - logcount_predictions_loss: 0.4714 250/2430 [==>...........................] - ETA: 20:38 - loss: 669.2458 - logits_profile_predictions_loss: 663.4945 - logcount_predictions_loss: 0.4714 251/2430 [==>...........................] - ETA: 20:38 - loss: 669.2064 - logits_profile_predictions_loss: 663.4545 - logcount_predictions_loss: 0.4715 252/2430 [==>...........................] - ETA: 20:37 - loss: 669.1669 - logits_profile_predictions_loss: 663.4145 - logcount_predictions_loss: 0.4715 253/2430 [==>...........................] - ETA: 20:37 - loss: 669.1263 - 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650.5701 - logcount_predictions_loss: 0.4784 2426/2430 [============================>.] - ETA: 2s - loss: 656.4054 - logits_profile_predictions_loss: 650.5692 - logcount_predictions_loss: 0.4784 2427/2430 [============================>.] - ETA: 1s - loss: 656.4044 - logits_profile_predictions_loss: 650.5682 - logcount_predictions_loss: 0.4784 2428/2430 [============================>.] - ETA: 1s - loss: 656.4034 - logits_profile_predictions_loss: 650.5672 - logcount_predictions_loss: 0.4784 2429/2430 [============================>.] - ETA: 0s - loss: 656.4024 - logits_profile_predictions_loss: 650.5662 - logcount_predictions_loss: 0.4784 2430/2430 [==============================] - ETA: 0s - loss: 656.4013 - logits_profile_predictions_loss: 650.5652 - logcount_predictions_loss: 0.4784 2430/2430 [==============================] - 1431s 589ms/step - loss: 656.4003 - logits_profile_predictions_loss: 650.5643 - logcount_predictions_loss: 0.4784 - val_loss: 647.0319 - val_logits_profile_predictions_loss: 641.8383 - val_logcount_predictions_loss: 0.4257 Epoch 00003: val_loss improved from 657.77118 to 647.03186, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR731KDL//chrombppnet_model_encsr283tme_bias_fold_3/chrombpnet.h5 Epoch 4/50 1/2430 [..............................] - ETA: 23:54 - loss: 683.5851 - logits_profile_predictions_loss: 678.1965 - logcount_predictions_loss: 0.4417 2/2430 [..............................] - ETA: 22:56 - loss: 666.9136 - logits_profile_predictions_loss: 661.0974 - logcount_predictions_loss: 0.4767 3/2430 [..............................] - ETA: 22:56 - loss: 648.2963 - logits_profile_predictions_loss: 642.4624 - logcount_predictions_loss: 0.4782 4/2430 [..............................] - ETA: 22:55 - loss: 639.2740 - logits_profile_predictions_loss: 633.5346 - logcount_predictions_loss: 0.4704 5/2430 [..............................] - ETA: 22:55 - loss: 636.3515 - logits_profile_predictions_loss: 630.7576 - logcount_predictions_loss: 0.4585 6/2430 [..............................] - ETA: 22:54 - loss: 634.0205 - logits_profile_predictions_loss: 628.4607 - logcount_predictions_loss: 0.4557 7/2430 [..............................] - ETA: 22:54 - loss: 634.4915 - logits_profile_predictions_loss: 628.8861 - logcount_predictions_loss: 0.4595 8/2430 [..............................] - ETA: 22:53 - loss: 634.4255 - logits_profile_predictions_loss: 628.7977 - logcount_predictions_loss: 0.4613 9/2430 [..............................] - ETA: 22:52 - loss: 636.0421 - logits_profile_predictions_loss: 630.4064 - logcount_predictions_loss: 0.4619 10/2430 [..............................] - ETA: 22:52 - loss: 636.3790 - logits_profile_predictions_loss: 630.7499 - logcount_predictions_loss: 0.4614 11/2430 [..............................] - ETA: 22:51 - loss: 637.8365 - logits_profile_predictions_loss: 632.1782 - logcount_predictions_loss: 0.4638 12/2430 [..............................] - ETA: 22:51 - loss: 639.8597 - logits_profile_predictions_loss: 634.1872 - logcount_predictions_loss: 0.4650 13/2430 [..............................] - ETA: 22:50 - loss: 641.4006 - logits_profile_predictions_loss: 635.7204 - logcount_predictions_loss: 0.4656 14/2430 [..............................] - ETA: 22:50 - loss: 642.8334 - logits_profile_predictions_loss: 637.1542 - logcount_predictions_loss: 0.4655 15/2430 [..............................] - ETA: 22:49 - loss: 644.3411 - logits_profile_predictions_loss: 638.6688 - logcount_predictions_loss: 0.4649 16/2430 [..............................] - ETA: 22:49 - loss: 645.7361 - logits_profile_predictions_loss: 640.0774 - logcount_predictions_loss: 0.4638 17/2430 [..............................] - ETA: 22:48 - loss: 647.2651 - logits_profile_predictions_loss: 641.6224 - logcount_predictions_loss: 0.4625 18/2430 [..............................] - ETA: 22:48 - loss: 648.6354 - logits_profile_predictions_loss: 643.0056 - logcount_predictions_loss: 0.4615 19/2430 [..............................] - ETA: 22:47 - loss: 649.7386 - logits_profile_predictions_loss: 644.1190 - logcount_predictions_loss: 0.4606 20/2430 [..............................] - ETA: 22:47 - loss: 650.6084 - logits_profile_predictions_loss: 644.9986 - logcount_predictions_loss: 0.4598 21/2430 [..............................] - ETA: 22:46 - loss: 651.3022 - logits_profile_predictions_loss: 645.7050 - logcount_predictions_loss: 0.4588 22/2430 [..............................] - ETA: 22:45 - loss: 651.5883 - logits_profile_predictions_loss: 646.0075 - logcount_predictions_loss: 0.4574 23/2430 [..............................] - ETA: 22:45 - loss: 651.7263 - logits_profile_predictions_loss: 646.1581 - logcount_predictions_loss: 0.4564 24/2430 [..............................] - ETA: 22:44 - loss: 651.7152 - logits_profile_predictions_loss: 646.1608 - logcount_predictions_loss: 0.4553 25/2430 [..............................] - ETA: 22:44 - loss: 651.6028 - logits_profile_predictions_loss: 646.0620 - logcount_predictions_loss: 0.4542 26/2430 [..............................] - ETA: 22:43 - loss: 651.5656 - logits_profile_predictions_loss: 646.0368 - logcount_predictions_loss: 0.4532 27/2430 [..............................] - ETA: 22:43 - loss: 651.4180 - logits_profile_predictions_loss: 645.9012 - logcount_predictions_loss: 0.4522 28/2430 [..............................] - ETA: 22:42 - loss: 651.2434 - logits_profile_predictions_loss: 645.7363 - logcount_predictions_loss: 0.4514 29/2430 [..............................] - ETA: 22:41 - loss: 651.1092 - logits_profile_predictions_loss: 645.6117 - logcount_predictions_loss: 0.4506 30/2430 [..............................] - ETA: 22:41 - loss: 651.0956 - logits_profile_predictions_loss: 645.6078 - logcount_predictions_loss: 0.4498 31/2430 [..............................] - ETA: 22:40 - loss: 651.0951 - logits_profile_predictions_loss: 645.6182 - logcount_predictions_loss: 0.4489 32/2430 [..............................] - ETA: 22:40 - loss: 651.0203 - logits_profile_predictions_loss: 645.5550 - logcount_predictions_loss: 0.4480 33/2430 [..............................] - ETA: 22:39 - loss: 650.8976 - logits_profile_predictions_loss: 645.4421 - logcount_predictions_loss: 0.4472 34/2430 [..............................] - ETA: 22:38 - loss: 650.7864 - logits_profile_predictions_loss: 645.3401 - logcount_predictions_loss: 0.4464 35/2430 [..............................] - ETA: 22:38 - loss: 650.7245 - logits_profile_predictions_loss: 645.2863 - logcount_predictions_loss: 0.4458 36/2430 [..............................] - ETA: 22:37 - loss: 650.6655 - logits_profile_predictions_loss: 645.2346 - logcount_predictions_loss: 0.4452 37/2430 [..............................] - ETA: 22:37 - loss: 650.5610 - logits_profile_predictions_loss: 645.1372 - logcount_predictions_loss: 0.4446 38/2430 [..............................] - ETA: 22:36 - loss: 650.4567 - logits_profile_predictions_loss: 645.0392 - logcount_predictions_loss: 0.4441 39/2430 [..............................] - ETA: 22:36 - loss: 650.3871 - logits_profile_predictions_loss: 644.9739 - logcount_predictions_loss: 0.4437 40/2430 [..............................] - ETA: 22:35 - loss: 650.4210 - logits_profile_predictions_loss: 645.0088 - logcount_predictions_loss: 0.4436 41/2430 [..............................] - ETA: 22:35 - loss: 650.5187 - logits_profile_predictions_loss: 645.1071 - logcount_predictions_loss: 0.4436 42/2430 [..............................] - ETA: 22:34 - loss: 650.5417 - logits_profile_predictions_loss: 645.1310 - logcount_predictions_loss: 0.4435 43/2430 [..............................] - ETA: 22:33 - loss: 650.5108 - logits_profile_predictions_loss: 645.1004 - logcount_predictions_loss: 0.4435 44/2430 [..............................] - ETA: 22:33 - loss: 650.5052 - logits_profile_predictions_loss: 645.0944 - logcount_predictions_loss: 0.4435 45/2430 [..............................] - ETA: 22:32 - loss: 650.4719 - logits_profile_predictions_loss: 645.0596 - logcount_predictions_loss: 0.4436 46/2430 [..............................] - ETA: 22:32 - loss: 650.4567 - logits_profile_predictions_loss: 645.0425 - logcount_predictions_loss: 0.4438 47/2430 [..............................] - ETA: 22:31 - loss: 650.4009 - logits_profile_predictions_loss: 644.9853 - logcount_predictions_loss: 0.4439 48/2430 [..............................] - ETA: 22:31 - loss: 650.3757 - logits_profile_predictions_loss: 644.9579 - logcount_predictions_loss: 0.4441 49/2430 [..............................] - ETA: 22:30 - loss: 650.2901 - logits_profile_predictions_loss: 644.8702 - logcount_predictions_loss: 0.4443 50/2430 [..............................] - ETA: 22:29 - loss: 650.1884 - logits_profile_predictions_loss: 644.7670 - logcount_predictions_loss: 0.4444 51/2430 [..............................] - ETA: 22:29 - loss: 650.1000 - logits_profile_predictions_loss: 644.6775 - logcount_predictions_loss: 0.4445 52/2430 [..............................] - ETA: 22:28 - loss: 650.0131 - logits_profile_predictions_loss: 644.5903 - logcount_predictions_loss: 0.4445 53/2430 [..............................] - ETA: 22:28 - loss: 649.9155 - logits_profile_predictions_loss: 644.4922 - logcount_predictions_loss: 0.4445 54/2430 [..............................] - ETA: 22:27 - loss: 649.8756 - logits_profile_predictions_loss: 644.4519 - logcount_predictions_loss: 0.4446 55/2430 [..............................] - ETA: 22:27 - loss: 649.8190 - logits_profile_predictions_loss: 644.3957 - logcount_predictions_loss: 0.4445 56/2430 [..............................] - ETA: 22:26 - loss: 649.7613 - logits_profile_predictions_loss: 644.3388 - logcount_predictions_loss: 0.4445 57/2430 [..............................] - ETA: 22:25 - loss: 649.6848 - logits_profile_predictions_loss: 644.2636 - logcount_predictions_loss: 0.4444 58/2430 [..............................] - ETA: 22:25 - loss: 649.6131 - logits_profile_predictions_loss: 644.1931 - logcount_predictions_loss: 0.4443 59/2430 [..............................] - ETA: 22:24 - loss: 649.5247 - logits_profile_predictions_loss: 644.1059 - logcount_predictions_loss: 0.4442 60/2430 [..............................] - ETA: 22:24 - loss: 649.4243 - logits_profile_predictions_loss: 644.0068 - logcount_predictions_loss: 0.4441 61/2430 [..............................] - ETA: 22:23 - loss: 649.3075 - logits_profile_predictions_loss: 643.8914 - logcount_predictions_loss: 0.4439 62/2430 [..............................] - ETA: 22:23 - loss: 649.2228 - logits_profile_predictions_loss: 643.8086 - logcount_predictions_loss: 0.4438 63/2430 [..............................] - ETA: 22:22 - loss: 649.1621 - logits_profile_predictions_loss: 643.7493 - logcount_predictions_loss: 0.4437 64/2430 [..............................] - ETA: 22:22 - loss: 649.1471 - logits_profile_predictions_loss: 643.7357 - logcount_predictions_loss: 0.4436 65/2430 [..............................] - ETA: 22:21 - loss: 649.1370 - logits_profile_predictions_loss: 643.7267 - logcount_predictions_loss: 0.4435 66/2430 [..............................] - ETA: 22:20 - loss: 649.1557 - logits_profile_predictions_loss: 643.7459 - logcount_predictions_loss: 0.4434 67/2430 [..............................] - ETA: 22:20 - loss: 649.1547 - logits_profile_predictions_loss: 643.7456 - logcount_predictions_loss: 0.4434 68/2430 [..............................] - ETA: 22:19 - loss: 649.1594 - logits_profile_predictions_loss: 643.7515 - logcount_predictions_loss: 0.4433 69/2430 [..............................] - ETA: 22:19 - loss: 649.1506 - logits_profile_predictions_loss: 643.7433 - logcount_predictions_loss: 0.4432 70/2430 [..............................] - ETA: 22:18 - loss: 649.1385 - logits_profile_predictions_loss: 643.7321 - logcount_predictions_loss: 0.4431 71/2430 [..............................] - ETA: 22:18 - loss: 649.1087 - logits_profile_predictions_loss: 643.7033 - logcount_predictions_loss: 0.4431 72/2430 [..............................] - ETA: 22:17 - loss: 649.0708 - logits_profile_predictions_loss: 643.6666 - logcount_predictions_loss: 0.4430 73/2430 [..............................] - ETA: 22:17 - loss: 649.0010 - logits_profile_predictions_loss: 643.5982 - logcount_predictions_loss: 0.4429 74/2430 [..............................] - ETA: 22:16 - loss: 648.9159 - logits_profile_predictions_loss: 643.5141 - logcount_predictions_loss: 0.4428 75/2430 [..............................] - ETA: 22:15 - loss: 648.8058 - logits_profile_predictions_loss: 643.4052 - logcount_predictions_loss: 0.4427 76/2430 [..............................] - ETA: 22:15 - loss: 648.7055 - logits_profile_predictions_loss: 643.3058 - logcount_predictions_loss: 0.4426 77/2430 [..............................] - ETA: 22:14 - loss: 648.5989 - logits_profile_predictions_loss: 643.2004 - logcount_predictions_loss: 0.4425 78/2430 [..............................] - ETA: 22:14 - loss: 648.4989 - logits_profile_predictions_loss: 643.1015 - logcount_predictions_loss: 0.4424 79/2430 [..............................] - ETA: 22:13 - loss: 648.3849 - logits_profile_predictions_loss: 642.9886 - logcount_predictions_loss: 0.4423 80/2430 [..............................] - ETA: 22:13 - loss: 648.2783 - logits_profile_predictions_loss: 642.8832 - logcount_predictions_loss: 0.4422 81/2430 [>.............................] - ETA: 22:12 - loss: 648.1912 - logits_profile_predictions_loss: 642.7975 - logcount_predictions_loss: 0.4421 82/2430 [>.............................] - ETA: 22:12 - loss: 648.1024 - logits_profile_predictions_loss: 642.7103 - logcount_predictions_loss: 0.4420 83/2430 [>.............................] - ETA: 22:11 - loss: 648.0186 - logits_profile_predictions_loss: 642.6283 - logcount_predictions_loss: 0.4418 84/2430 [>.............................] - ETA: 22:11 - loss: 647.9519 - logits_profile_predictions_loss: 642.5633 - logcount_predictions_loss: 0.4417 85/2430 [>.............................] - ETA: 22:10 - loss: 647.8798 - logits_profile_predictions_loss: 642.4930 - logcount_predictions_loss: 0.4415 86/2430 [>.............................] - ETA: 22:09 - loss: 647.8236 - logits_profile_predictions_loss: 642.4386 - logcount_predictions_loss: 0.4414 87/2430 [>.............................] - ETA: 22:09 - loss: 647.7828 - logits_profile_predictions_loss: 642.3995 - logcount_predictions_loss: 0.4413 88/2430 [>.............................] - ETA: 22:08 - loss: 647.7371 - logits_profile_predictions_loss: 642.3556 - logcount_predictions_loss: 0.4411 89/2430 [>.............................] - ETA: 22:08 - loss: 647.6952 - logits_profile_predictions_loss: 642.3155 - logcount_predictions_loss: 0.4410 90/2430 [>.............................] - ETA: 22:07 - loss: 647.6507 - logits_profile_predictions_loss: 642.2724 - logcount_predictions_loss: 0.4408 91/2430 [>.............................] - ETA: 22:07 - loss: 647.6085 - logits_profile_predictions_loss: 642.2315 - logcount_predictions_loss: 0.4407 92/2430 [>.............................] - ETA: 22:06 - loss: 647.5697 - logits_profile_predictions_loss: 642.1941 - logcount_predictions_loss: 0.4406 93/2430 [>.............................] - ETA: 22:05 - loss: 647.5320 - logits_profile_predictions_loss: 642.1576 - logcount_predictions_loss: 0.4405 94/2430 [>.............................] - ETA: 22:05 - loss: 647.4919 - logits_profile_predictions_loss: 642.1191 - logcount_predictions_loss: 0.4404 95/2430 [>.............................] - ETA: 22:04 - loss: 647.4375 - logits_profile_predictions_loss: 642.0664 - logcount_predictions_loss: 0.4402 96/2430 [>.............................] - ETA: 22:04 - loss: 647.3868 - logits_profile_predictions_loss: 642.0173 - logcount_predictions_loss: 0.4401 97/2430 [>.............................] - ETA: 22:03 - loss: 647.3408 - logits_profile_predictions_loss: 641.9726 - logcount_predictions_loss: 0.4400 98/2430 [>.............................] - ETA: 22:03 - loss: 647.3002 - logits_profile_predictions_loss: 641.9335 - logcount_predictions_loss: 0.4399 99/2430 [>.............................] - ETA: 22:02 - loss: 647.2643 - logits_profile_predictions_loss: 641.8990 - logcount_predictions_loss: 0.4398 100/2430 [>.............................] - ETA: 22:01 - loss: 647.2264 - logits_profile_predictions_loss: 641.8627 - logcount_predictions_loss: 0.4396 101/2430 [>.............................] - ETA: 22:01 - loss: 647.1911 - logits_profile_predictions_loss: 641.8289 - logcount_predictions_loss: 0.4395 102/2430 [>.............................] - ETA: 22:00 - loss: 647.1447 - logits_profile_predictions_loss: 641.7842 - logcount_predictions_loss: 0.4394 103/2430 [>.............................] - ETA: 22:00 - loss: 647.1057 - logits_profile_predictions_loss: 641.7464 - logcount_predictions_loss: 0.4393 104/2430 [>.............................] - ETA: 21:59 - loss: 647.0846 - logits_profile_predictions_loss: 641.7266 - logcount_predictions_loss: 0.4392 105/2430 [>.............................] - ETA: 21:59 - loss: 647.0629 - logits_profile_predictions_loss: 641.7060 - logcount_predictions_loss: 0.4391 106/2430 [>.............................] - ETA: 21:58 - loss: 647.0463 - logits_profile_predictions_loss: 641.6906 - logcount_predictions_loss: 0.4390 107/2430 [>.............................] - ETA: 21:57 - loss: 647.0355 - logits_profile_predictions_loss: 641.6808 - logcount_predictions_loss: 0.4389 108/2430 [>.............................] - ETA: 21:57 - loss: 647.0255 - logits_profile_predictions_loss: 641.6720 - logcount_predictions_loss: 0.4388 109/2430 [>.............................] - ETA: 21:56 - loss: 647.0127 - logits_profile_predictions_loss: 641.6605 - logcount_predictions_loss: 0.4387 110/2430 [>.............................] - ETA: 21:56 - loss: 647.0122 - logits_profile_predictions_loss: 641.6610 - logcount_predictions_loss: 0.4386 111/2430 [>.............................] - ETA: 21:55 - loss: 646.9962 - logits_profile_predictions_loss: 641.6462 - logcount_predictions_loss: 0.4385 112/2430 [>.............................] - ETA: 21:55 - loss: 646.9767 - logits_profile_predictions_loss: 641.6280 - logcount_predictions_loss: 0.4384 113/2430 [>.............................] - ETA: 21:54 - loss: 646.9594 - logits_profile_predictions_loss: 641.6120 - logcount_predictions_loss: 0.4383 114/2430 [>.............................] - ETA: 21:53 - loss: 646.9337 - logits_profile_predictions_loss: 641.5877 - logcount_predictions_loss: 0.4382 115/2430 [>.............................] - ETA: 21:53 - loss: 646.8989 - logits_profile_predictions_loss: 641.5542 - logcount_predictions_loss: 0.4381 116/2430 [>.............................] - ETA: 21:52 - loss: 646.8573 - logits_profile_predictions_loss: 641.5141 - logcount_predictions_loss: 0.4380 117/2430 [>.............................] - ETA: 21:52 - loss: 646.8082 - logits_profile_predictions_loss: 641.4666 - logcount_predictions_loss: 0.4378 118/2430 [>.............................] - ETA: 21:51 - loss: 646.7651 - logits_profile_predictions_loss: 641.4249 - logcount_predictions_loss: 0.4377 119/2430 [>.............................] - ETA: 21:51 - loss: 646.7213 - logits_profile_predictions_loss: 641.3825 - logcount_predictions_loss: 0.4376 120/2430 [>.............................] - ETA: 21:50 - loss: 646.6715 - logits_profile_predictions_loss: 641.3340 - logcount_predictions_loss: 0.4375 121/2430 [>.............................] - ETA: 21:49 - loss: 646.6302 - logits_profile_predictions_loss: 641.2940 - logcount_predictions_loss: 0.4374 122/2430 [>.............................] - ETA: 21:49 - loss: 646.5843 - logits_profile_predictions_loss: 641.2494 - logcount_predictions_loss: 0.4373 123/2430 [>.............................] - ETA: 21:48 - loss: 646.5305 - logits_profile_predictions_loss: 641.1970 - logcount_predictions_loss: 0.4372 124/2430 [>.............................] - ETA: 21:48 - loss: 646.4845 - logits_profile_predictions_loss: 641.1522 - logcount_predictions_loss: 0.4371 125/2430 [>.............................] - ETA: 21:47 - loss: 646.4327 - logits_profile_predictions_loss: 641.1016 - logcount_predictions_loss: 0.4370 126/2430 [>.............................] - ETA: 21:47 - loss: 646.3788 - logits_profile_predictions_loss: 641.0490 - logcount_predictions_loss: 0.4369 127/2430 [>.............................] - ETA: 21:46 - loss: 646.3300 - logits_profile_predictions_loss: 641.0013 - logcount_predictions_loss: 0.4368 128/2430 [>.............................] - ETA: 21:45 - loss: 646.2808 - logits_profile_predictions_loss: 640.9532 - logcount_predictions_loss: 0.4367 129/2430 [>.............................] - ETA: 21:45 - loss: 646.2383 - 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[============================>.] - ETA: 10s - loss: 646.8732 - logits_profile_predictions_loss: 641.4890 - logcount_predictions_loss: 0.4413 2413/2430 [============================>.] - ETA: 9s - loss: 646.8732 - logits_profile_predictions_loss: 641.4890 - logcount_predictions_loss: 0.4413  2414/2430 [============================>.] - ETA: 9s - loss: 646.8732 - logits_profile_predictions_loss: 641.4891 - logcount_predictions_loss: 0.4413 2415/2430 [============================>.] - ETA: 8s - loss: 646.8733 - logits_profile_predictions_loss: 641.4891 - logcount_predictions_loss: 0.4413 2416/2430 [============================>.] - ETA: 7s - loss: 646.8733 - logits_profile_predictions_loss: 641.4892 - logcount_predictions_loss: 0.4413 2417/2430 [============================>.] - ETA: 7s - loss: 646.8733 - logits_profile_predictions_loss: 641.4892 - logcount_predictions_loss: 0.4413 2418/2430 [============================>.] - ETA: 6s - loss: 646.8733 - logits_profile_predictions_loss: 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loss: 646.8736 - logits_profile_predictions_loss: 641.4896 - logcount_predictions_loss: 0.4413 2426/2430 [============================>.] - ETA: 2s - loss: 646.8736 - logits_profile_predictions_loss: 641.4896 - logcount_predictions_loss: 0.4413 2427/2430 [============================>.] - ETA: 1s - loss: 646.8737 - logits_profile_predictions_loss: 641.4897 - logcount_predictions_loss: 0.4413 2428/2430 [============================>.] - ETA: 1s - loss: 646.8737 - logits_profile_predictions_loss: 641.4898 - logcount_predictions_loss: 0.4413 2429/2430 [============================>.] - ETA: 0s - loss: 646.8738 - logits_profile_predictions_loss: 641.4898 - logcount_predictions_loss: 0.4413 2430/2430 [==============================] - ETA: 0s - loss: 646.8739 - logits_profile_predictions_loss: 641.4899 - logcount_predictions_loss: 0.4413 2430/2430 [==============================] - 1430s 588ms/step - loss: 646.8740 - logits_profile_predictions_loss: 641.4900 - logcount_predictions_loss: 0.4413 - val_loss: 645.1108 - val_logits_profile_predictions_loss: 640.1562 - val_logcount_predictions_loss: 0.4061 Epoch 00004: val_loss improved from 647.03186 to 645.11084, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR731KDL//chrombppnet_model_encsr283tme_bias_fold_3/chrombpnet.h5 Epoch 5/50 1/2430 [..............................] - ETA: 23:48 - loss: 702.1772 - logits_profile_predictions_loss: 696.0688 - logcount_predictions_loss: 0.5007 2/2430 [..............................] - ETA: 22:58 - loss: 665.1598 - logits_profile_predictions_loss: 658.9424 - logcount_predictions_loss: 0.5096 3/2430 [..............................] - ETA: 22:57 - loss: 663.8879 - logits_profile_predictions_loss: 657.7913 - logcount_predictions_loss: 0.4997 4/2430 [..............................] - ETA: 22:57 - loss: 658.2293 - logits_profile_predictions_loss: 652.3377 - logcount_predictions_loss: 0.4829 5/2430 [..............................] - ETA: 22:56 - loss: 656.3481 - logits_profile_predictions_loss: 650.6630 - logcount_predictions_loss: 0.4660 6/2430 [..............................] - ETA: 22:55 - loss: 652.0580 - logits_profile_predictions_loss: 646.5408 - logcount_predictions_loss: 0.4522 7/2430 [..............................] - ETA: 22:55 - loss: 650.3637 - logits_profile_predictions_loss: 644.9732 - logcount_predictions_loss: 0.4418 8/2430 [..............................] - ETA: 22:54 - loss: 647.7651 - logits_profile_predictions_loss: 642.4753 - logcount_predictions_loss: 0.4336 9/2430 [..............................] - ETA: 22:54 - loss: 644.4690 - logits_profile_predictions_loss: 639.2613 - logcount_predictions_loss: 0.4269 10/2430 [..............................] - ETA: 22:53 - loss: 642.1038 - logits_profile_predictions_loss: 636.9570 - logcount_predictions_loss: 0.4219 11/2430 [..............................] - ETA: 22:52 - loss: 640.7111 - logits_profile_predictions_loss: 635.6021 - logcount_predictions_loss: 0.4188 12/2430 [..............................] - ETA: 22:52 - loss: 640.7183 - logits_profile_predictions_loss: 635.6464 - logcount_predictions_loss: 0.4157 13/2430 [..............................] - ETA: 22:51 - loss: 640.8311 - logits_profile_predictions_loss: 635.7850 - logcount_predictions_loss: 0.4136 14/2430 [..............................] - ETA: 22:51 - loss: 640.9105 - logits_profile_predictions_loss: 635.8812 - logcount_predictions_loss: 0.4122 15/2430 [..............................] - ETA: 22:50 - loss: 640.9198 - logits_profile_predictions_loss: 635.9121 - logcount_predictions_loss: 0.4105 16/2430 [..............................] - ETA: 22:50 - loss: 641.1529 - logits_profile_predictions_loss: 636.1679 - logcount_predictions_loss: 0.4086 17/2430 [..............................] - ETA: 22:49 - loss: 641.4468 - logits_profile_predictions_loss: 636.4726 - logcount_predictions_loss: 0.4077 18/2430 [..............................] - ETA: 22:49 - loss: 641.8991 - logits_profile_predictions_loss: 636.9318 - logcount_predictions_loss: 0.4072 19/2430 [..............................] - ETA: 22:48 - loss: 642.5183 - logits_profile_predictions_loss: 637.5540 - logcount_predictions_loss: 0.4069 20/2430 [..............................] - ETA: 22:47 - loss: 643.1996 - logits_profile_predictions_loss: 638.2420 - logcount_predictions_loss: 0.4064 21/2430 [..............................] - ETA: 22:47 - loss: 643.7510 - logits_profile_predictions_loss: 638.7985 - logcount_predictions_loss: 0.4059 22/2430 [..............................] - ETA: 22:46 - loss: 644.3358 - logits_profile_predictions_loss: 639.3910 - logcount_predictions_loss: 0.4053 23/2430 [..............................] - ETA: 22:46 - loss: 644.8919 - logits_profile_predictions_loss: 639.9533 - logcount_predictions_loss: 0.4048 24/2430 [..............................] - ETA: 22:45 - loss: 645.2475 - logits_profile_predictions_loss: 640.3156 - logcount_predictions_loss: 0.4043 25/2430 [..............................] - ETA: 22:45 - loss: 645.5339 - logits_profile_predictions_loss: 640.6081 - logcount_predictions_loss: 0.4038 26/2430 [..............................] - ETA: 22:44 - loss: 645.7910 - logits_profile_predictions_loss: 640.8717 - logcount_predictions_loss: 0.4032 27/2430 [..............................] - ETA: 22:43 - loss: 646.0133 - logits_profile_predictions_loss: 641.1008 - logcount_predictions_loss: 0.4027 28/2430 [..............................] - ETA: 22:43 - loss: 646.2308 - logits_profile_predictions_loss: 641.3243 - logcount_predictions_loss: 0.4022 29/2430 [..............................] - ETA: 22:42 - loss: 646.3959 - logits_profile_predictions_loss: 641.4946 - logcount_predictions_loss: 0.4018 30/2430 [..............................] - ETA: 22:42 - loss: 646.7078 - logits_profile_predictions_loss: 641.8082 - logcount_predictions_loss: 0.4016 31/2430 [..............................] - ETA: 22:41 - loss: 646.9474 - logits_profile_predictions_loss: 642.0490 - logcount_predictions_loss: 0.4015 32/2430 [..............................] - ETA: 22:41 - loss: 647.0789 - logits_profile_predictions_loss: 642.1824 - logcount_predictions_loss: 0.4013 33/2430 [..............................] - ETA: 22:40 - loss: 647.2840 - logits_profile_predictions_loss: 642.3864 - logcount_predictions_loss: 0.4014 34/2430 [..............................] - ETA: 22:39 - loss: 647.5207 - logits_profile_predictions_loss: 642.6190 - logcount_predictions_loss: 0.4018 35/2430 [..............................] - ETA: 22:39 - loss: 647.7250 - logits_profile_predictions_loss: 642.8207 - logcount_predictions_loss: 0.4020 36/2430 [..............................] - ETA: 22:38 - loss: 647.8743 - logits_profile_predictions_loss: 642.9642 - logcount_predictions_loss: 0.4025 37/2430 [..............................] - ETA: 22:38 - loss: 647.9736 - logits_profile_predictions_loss: 643.0588 - logcount_predictions_loss: 0.4029 38/2430 [..............................] - ETA: 22:37 - loss: 648.0761 - logits_profile_predictions_loss: 643.1559 - logcount_predictions_loss: 0.4033 39/2430 [..............................] - ETA: 22:37 - loss: 648.1534 - logits_profile_predictions_loss: 643.2292 - logcount_predictions_loss: 0.4036 40/2430 [..............................] - ETA: 22:36 - loss: 648.2135 - logits_profile_predictions_loss: 643.2865 - logcount_predictions_loss: 0.4039 41/2430 [..............................] - ETA: 22:35 - loss: 648.2526 - logits_profile_predictions_loss: 643.3225 - logcount_predictions_loss: 0.4041 42/2430 [..............................] - ETA: 22:35 - loss: 648.2470 - logits_profile_predictions_loss: 643.3150 - logcount_predictions_loss: 0.4043 43/2430 [..............................] - ETA: 22:34 - loss: 648.2121 - logits_profile_predictions_loss: 643.2792 - logcount_predictions_loss: 0.4043 44/2430 [..............................] - ETA: 22:34 - loss: 648.2168 - logits_profile_predictions_loss: 643.2834 - logcount_predictions_loss: 0.4044 45/2430 [..............................] - ETA: 22:33 - loss: 648.2614 - logits_profile_predictions_loss: 643.3270 - logcount_predictions_loss: 0.4045 46/2430 [..............................] - ETA: 22:33 - loss: 648.2851 - logits_profile_predictions_loss: 643.3491 - logcount_predictions_loss: 0.4046 47/2430 [..............................] - ETA: 22:32 - loss: 648.2989 - logits_profile_predictions_loss: 643.3609 - logcount_predictions_loss: 0.4048 48/2430 [..............................] - ETA: 22:31 - loss: 648.3212 - logits_profile_predictions_loss: 643.3809 - logcount_predictions_loss: 0.4049 49/2430 [..............................] - ETA: 22:31 - loss: 648.3245 - logits_profile_predictions_loss: 643.3827 - logcount_predictions_loss: 0.4051 50/2430 [..............................] - ETA: 22:30 - loss: 648.3145 - logits_profile_predictions_loss: 643.3701 - logcount_predictions_loss: 0.4053 51/2430 [..............................] - ETA: 22:30 - loss: 648.2784 - logits_profile_predictions_loss: 643.3315 - logcount_predictions_loss: 0.4055 52/2430 [..............................] - ETA: 22:29 - loss: 648.2454 - logits_profile_predictions_loss: 643.2955 - logcount_predictions_loss: 0.4057 53/2430 [..............................] - ETA: 22:29 - loss: 648.2367 - logits_profile_predictions_loss: 643.2837 - logcount_predictions_loss: 0.4060 54/2430 [..............................] - ETA: 22:28 - loss: 648.2508 - logits_profile_predictions_loss: 643.2942 - logcount_predictions_loss: 0.4063 55/2430 [..............................] - ETA: 22:28 - loss: 648.2711 - logits_profile_predictions_loss: 643.3111 - logcount_predictions_loss: 0.4066 56/2430 [..............................] - ETA: 22:27 - loss: 648.3160 - logits_profile_predictions_loss: 643.3527 - logcount_predictions_loss: 0.4068 57/2430 [..............................] - ETA: 22:26 - loss: 648.3868 - logits_profile_predictions_loss: 643.4203 - logcount_predictions_loss: 0.4071 58/2430 [..............................] - ETA: 22:26 - loss: 648.4351 - logits_profile_predictions_loss: 643.4656 - logcount_predictions_loss: 0.4073 59/2430 [..............................] - ETA: 22:25 - loss: 648.4874 - logits_profile_predictions_loss: 643.5149 - logcount_predictions_loss: 0.4076 60/2430 [..............................] - ETA: 22:25 - loss: 648.5443 - logits_profile_predictions_loss: 643.5685 - logcount_predictions_loss: 0.4078 61/2430 [..............................] - ETA: 22:24 - loss: 648.5957 - logits_profile_predictions_loss: 643.6173 - logcount_predictions_loss: 0.4081 62/2430 [..............................] - ETA: 22:24 - loss: 648.6398 - logits_profile_predictions_loss: 643.6592 - logcount_predictions_loss: 0.4082 63/2430 [..............................] - ETA: 22:23 - loss: 648.6387 - logits_profile_predictions_loss: 643.6562 - logcount_predictions_loss: 0.4084 64/2430 [..............................] - ETA: 22:22 - loss: 648.6560 - logits_profile_predictions_loss: 643.6721 - logcount_predictions_loss: 0.4085 65/2430 [..............................] - ETA: 22:22 - loss: 648.6732 - logits_profile_predictions_loss: 643.6882 - logcount_predictions_loss: 0.4086 66/2430 [..............................] - ETA: 22:22 - loss: 648.6759 - logits_profile_predictions_loss: 643.6899 - logcount_predictions_loss: 0.4087 67/2430 [..............................] - ETA: 22:21 - loss: 648.6944 - logits_profile_predictions_loss: 643.7074 - logcount_predictions_loss: 0.4088 68/2430 [..............................] - ETA: 22:21 - loss: 648.6886 - logits_profile_predictions_loss: 643.7009 - logcount_predictions_loss: 0.4088 69/2430 [..............................] - ETA: 22:20 - loss: 648.7200 - logits_profile_predictions_loss: 643.7315 - logcount_predictions_loss: 0.4089 70/2430 [..............................] - ETA: 22:19 - loss: 648.7554 - 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[..............................] - ETA: 22:15 - loss: 649.1233 - logits_profile_predictions_loss: 644.1264 - logcount_predictions_loss: 0.4096 78/2430 [..............................] - ETA: 22:15 - loss: 649.1498 - logits_profile_predictions_loss: 644.1521 - logcount_predictions_loss: 0.4096 79/2430 [..............................] - ETA: 22:14 - loss: 649.2031 - logits_profile_predictions_loss: 644.2042 - logcount_predictions_loss: 0.4097 80/2430 [..............................] - ETA: 22:14 - loss: 649.2397 - logits_profile_predictions_loss: 644.2397 - logcount_predictions_loss: 0.4098 81/2430 [>.............................] - ETA: 22:13 - loss: 649.2644 - logits_profile_predictions_loss: 644.2635 - logcount_predictions_loss: 0.4099 82/2430 [>.............................] - ETA: 22:12 - loss: 649.2947 - logits_profile_predictions_loss: 644.2930 - logcount_predictions_loss: 0.4100 83/2430 [>.............................] - ETA: 22:12 - loss: 649.3267 - 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[>.............................] - ETA: 22:08 - loss: 649.6006 - logits_profile_predictions_loss: 644.5924 - logcount_predictions_loss: 0.4105 91/2430 [>.............................] - ETA: 22:07 - loss: 649.6404 - logits_profile_predictions_loss: 644.6317 - logcount_predictions_loss: 0.4105 92/2430 [>.............................] - ETA: 22:07 - loss: 649.6618 - logits_profile_predictions_loss: 644.6528 - logcount_predictions_loss: 0.4106 93/2430 [>.............................] - ETA: 22:06 - loss: 649.6818 - logits_profile_predictions_loss: 644.6726 - logcount_predictions_loss: 0.4106 94/2430 [>.............................] - ETA: 22:05 - loss: 649.7244 - logits_profile_predictions_loss: 644.7145 - logcount_predictions_loss: 0.4107 95/2430 [>.............................] - ETA: 22:05 - loss: 649.7536 - logits_profile_predictions_loss: 644.7430 - logcount_predictions_loss: 0.4107 96/2430 [>.............................] - ETA: 22:04 - loss: 649.8052 - 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[>.............................] - ETA: 22:00 - loss: 650.0921 - logits_profile_predictions_loss: 645.0764 - logcount_predictions_loss: 0.4111 104/2430 [>.............................] - ETA: 22:00 - loss: 650.1235 - logits_profile_predictions_loss: 645.1071 - logcount_predictions_loss: 0.4112 105/2430 [>.............................] - ETA: 21:59 - loss: 650.1512 - logits_profile_predictions_loss: 645.1344 - logcount_predictions_loss: 0.4112 106/2430 [>.............................] - ETA: 21:59 - loss: 650.1747 - logits_profile_predictions_loss: 645.1574 - logcount_predictions_loss: 0.4113 107/2430 [>.............................] - ETA: 21:58 - loss: 650.1817 - logits_profile_predictions_loss: 645.1640 - logcount_predictions_loss: 0.4113 108/2430 [>.............................] - ETA: 21:57 - loss: 650.1963 - logits_profile_predictions_loss: 645.1780 - logcount_predictions_loss: 0.4113 109/2430 [>.............................] - ETA: 21:57 - loss: 650.2055 - 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[============================>.] - ETA: 28s - loss: 642.2853 - logits_profile_predictions_loss: 637.1711 - logcount_predictions_loss: 0.4192 2380/2430 [============================>.] - ETA: 28s - loss: 642.2853 - logits_profile_predictions_loss: 637.1711 - logcount_predictions_loss: 0.4192 2381/2430 [============================>.] - ETA: 27s - loss: 642.2853 - logits_profile_predictions_loss: 637.1711 - logcount_predictions_loss: 0.4192 2382/2430 [============================>.] - ETA: 27s - loss: 642.2852 - logits_profile_predictions_loss: 637.1710 - logcount_predictions_loss: 0.4192 2383/2430 [============================>.] - ETA: 26s - loss: 642.2852 - logits_profile_predictions_loss: 637.1710 - logcount_predictions_loss: 0.4192 2384/2430 [============================>.] - ETA: 26s - loss: 642.2852 - logits_profile_predictions_loss: 637.1710 - logcount_predictions_loss: 0.4192 2385/2430 [============================>.] - ETA: 25s - loss: 642.2851 - 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[============================>.] - ETA: 21s - loss: 642.2846 - logits_profile_predictions_loss: 637.1704 - logcount_predictions_loss: 0.4192 2393/2430 [============================>.] - ETA: 21s - loss: 642.2845 - logits_profile_predictions_loss: 637.1704 - logcount_predictions_loss: 0.4192 2394/2430 [============================>.] - ETA: 20s - loss: 642.2845 - logits_profile_predictions_loss: 637.1703 - logcount_predictions_loss: 0.4192 2395/2430 [============================>.] - ETA: 19s - loss: 642.2845 - logits_profile_predictions_loss: 637.1703 - logcount_predictions_loss: 0.4192 2396/2430 [============================>.] - ETA: 19s - loss: 642.2844 - logits_profile_predictions_loss: 637.1702 - logcount_predictions_loss: 0.4192 2397/2430 [============================>.] - ETA: 18s - loss: 642.2843 - logits_profile_predictions_loss: 637.1702 - logcount_predictions_loss: 0.4192 2398/2430 [============================>.] - ETA: 18s - loss: 642.2843 - logits_profile_predictions_loss: 637.1701 - logcount_predictions_loss: 0.4192 2399/2430 [============================>.] - ETA: 17s - loss: 642.2842 - logits_profile_predictions_loss: 637.1700 - logcount_predictions_loss: 0.4192 2400/2430 [============================>.] - ETA: 17s - loss: 642.2841 - logits_profile_predictions_loss: 637.1699 - logcount_predictions_loss: 0.4192 2401/2430 [============================>.] - ETA: 16s - loss: 642.2840 - logits_profile_predictions_loss: 637.1698 - logcount_predictions_loss: 0.4192 2402/2430 [============================>.] - ETA: 15s - loss: 642.2839 - logits_profile_predictions_loss: 637.1697 - logcount_predictions_loss: 0.4192 2403/2430 [============================>.] - ETA: 15s - loss: 642.2838 - logits_profile_predictions_loss: 637.1696 - logcount_predictions_loss: 0.4192 2404/2430 [============================>.] - ETA: 14s - loss: 642.2836 - logits_profile_predictions_loss: 637.1695 - logcount_predictions_loss: 0.4192 2405/2430 [============================>.] - ETA: 14s - loss: 642.2835 - logits_profile_predictions_loss: 637.1694 - logcount_predictions_loss: 0.4192 2406/2430 [============================>.] - ETA: 13s - loss: 642.2834 - logits_profile_predictions_loss: 637.1693 - logcount_predictions_loss: 0.4192 2407/2430 [============================>.] - ETA: 13s - loss: 642.2833 - logits_profile_predictions_loss: 637.1692 - logcount_predictions_loss: 0.4192 2408/2430 [============================>.] - ETA: 12s - loss: 642.2832 - logits_profile_predictions_loss: 637.1691 - logcount_predictions_loss: 0.4192 2409/2430 [============================>.] - ETA: 11s - loss: 642.2831 - logits_profile_predictions_loss: 637.1690 - logcount_predictions_loss: 0.4192 2410/2430 [============================>.] - ETA: 11s - loss: 642.2830 - logits_profile_predictions_loss: 637.1689 - logcount_predictions_loss: 0.4192 2411/2430 [============================>.] - ETA: 10s - loss: 642.2829 - logits_profile_predictions_loss: 637.1688 - logcount_predictions_loss: 0.4192 2412/2430 [============================>.] - ETA: 10s - loss: 642.2829 - logits_profile_predictions_loss: 637.1688 - logcount_predictions_loss: 0.4192 2413/2430 [============================>.] - ETA: 9s - loss: 642.2828 - logits_profile_predictions_loss: 637.1687 - logcount_predictions_loss: 0.4192  2414/2430 [============================>.] - ETA: 9s - loss: 642.2827 - logits_profile_predictions_loss: 637.1686 - logcount_predictions_loss: 0.4192 2415/2430 [============================>.] - ETA: 8s - loss: 642.2827 - logits_profile_predictions_loss: 637.1686 - logcount_predictions_loss: 0.4192 2416/2430 [============================>.] - ETA: 7s - loss: 642.2827 - logits_profile_predictions_loss: 637.1686 - logcount_predictions_loss: 0.4192 2417/2430 [============================>.] - ETA: 7s - loss: 642.2827 - logits_profile_predictions_loss: 637.1686 - logcount_predictions_loss: 0.4192 2418/2430 [============================>.] - ETA: 6s - loss: 642.2827 - logits_profile_predictions_loss: 637.1687 - logcount_predictions_loss: 0.4192 2419/2430 [============================>.] - ETA: 6s - loss: 642.2827 - logits_profile_predictions_loss: 637.1687 - logcount_predictions_loss: 0.4192 2420/2430 [============================>.] - ETA: 5s - loss: 642.2828 - logits_profile_predictions_loss: 637.1687 - logcount_predictions_loss: 0.4192 2421/2430 [============================>.] - ETA: 5s - loss: 642.2828 - logits_profile_predictions_loss: 637.1687 - logcount_predictions_loss: 0.4192 2422/2430 [============================>.] - ETA: 4s - loss: 642.2828 - logits_profile_predictions_loss: 637.1688 - logcount_predictions_loss: 0.4192 2423/2430 [============================>.] - ETA: 3s - loss: 642.2828 - logits_profile_predictions_loss: 637.1688 - logcount_predictions_loss: 0.4192 2424/2430 [============================>.] - ETA: 3s - loss: 642.2828 - logits_profile_predictions_loss: 637.1688 - logcount_predictions_loss: 0.4192 2425/2430 [============================>.] - ETA: 2s - loss: 642.2829 - logits_profile_predictions_loss: 637.1688 - logcount_predictions_loss: 0.4192 2426/2430 [============================>.] - ETA: 2s - loss: 642.2829 - logits_profile_predictions_loss: 637.1688 - logcount_predictions_loss: 0.4192 2427/2430 [============================>.] - ETA: 1s - loss: 642.2829 - logits_profile_predictions_loss: 637.1689 - logcount_predictions_loss: 0.4192 2428/2430 [============================>.] - ETA: 1s - loss: 642.2829 - logits_profile_predictions_loss: 637.1689 - logcount_predictions_loss: 0.4192 2429/2430 [============================>.] - ETA: 0s - loss: 642.2829 - logits_profile_predictions_loss: 637.1689 - logcount_predictions_loss: 0.4192 2430/2430 [==============================] - ETA: 0s - loss: 642.2829 - logits_profile_predictions_loss: 637.1689 - logcount_predictions_loss: 0.4192 2430/2430 [==============================] - 1432s 589ms/step - loss: 642.2830 - logits_profile_predictions_loss: 637.1690 - logcount_predictions_loss: 0.4192 - val_loss: 643.6787 - val_logits_profile_predictions_loss: 638.5847 - val_logcount_predictions_loss: 0.4175 Epoch 00005: val_loss improved from 645.11084 to 643.67871, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR731KDL//chrombppnet_model_encsr283tme_bias_fold_3/chrombpnet.h5 Epoch 6/50 1/2430 [..............................] - ETA: 23:51 - loss: 492.6208 - logits_profile_predictions_loss: 489.7012 - logcount_predictions_loss: 0.2393 2/2430 [..............................] - ETA: 22:56 - loss: 539.6310 - logits_profile_predictions_loss: 535.8859 - logcount_predictions_loss: 0.3070 3/2430 [..............................] - ETA: 22:57 - loss: 566.9289 - logits_profile_predictions_loss: 562.8896 - logcount_predictions_loss: 0.3311 4/2430 [..............................] - ETA: 22:57 - loss: 572.5530 - logits_profile_predictions_loss: 568.4332 - logcount_predictions_loss: 0.3377 5/2430 [..............................] - ETA: 22:57 - loss: 578.0432 - logits_profile_predictions_loss: 573.8274 - logcount_predictions_loss: 0.3456 6/2430 [..............................] - ETA: 22:56 - loss: 580.8172 - logits_profile_predictions_loss: 576.4996 - logcount_predictions_loss: 0.3539 7/2430 [..............................] - ETA: 22:56 - loss: 582.9324 - logits_profile_predictions_loss: 578.5607 - logcount_predictions_loss: 0.3583 8/2430 [..............................] - ETA: 22:55 - loss: 585.2062 - logits_profile_predictions_loss: 580.7835 - logcount_predictions_loss: 0.3625 9/2430 [..............................] - ETA: 22:55 - loss: 586.9422 - logits_profile_predictions_loss: 582.4815 - logcount_predictions_loss: 0.3656 10/2430 [..............................] - ETA: 22:54 - loss: 589.2202 - logits_profile_predictions_loss: 584.7404 - logcount_predictions_loss: 0.3672 11/2430 [..............................] - ETA: 22:54 - loss: 591.1058 - logits_profile_predictions_loss: 586.5883 - logcount_predictions_loss: 0.3703 12/2430 [..............................] - ETA: 22:53 - loss: 592.9317 - logits_profile_predictions_loss: 588.3712 - logcount_predictions_loss: 0.3738 13/2430 [..............................] - ETA: 22:53 - loss: 594.7024 - logits_profile_predictions_loss: 590.1103 - logcount_predictions_loss: 0.3764 14/2430 [..............................] - ETA: 22:52 - loss: 596.2392 - logits_profile_predictions_loss: 591.6203 - logcount_predictions_loss: 0.3786 15/2430 [..............................] - ETA: 22:51 - loss: 597.8351 - logits_profile_predictions_loss: 593.1956 - logcount_predictions_loss: 0.3803 16/2430 [..............................] - ETA: 22:51 - loss: 599.1049 - logits_profile_predictions_loss: 594.4434 - logcount_predictions_loss: 0.3821 17/2430 [..............................] - ETA: 22:50 - loss: 600.3700 - logits_profile_predictions_loss: 595.6897 - logcount_predictions_loss: 0.3836 18/2430 [..............................] - ETA: 22:49 - loss: 601.4862 - logits_profile_predictions_loss: 596.7897 - logcount_predictions_loss: 0.3850 19/2430 [..............................] - ETA: 22:49 - loss: 602.5927 - logits_profile_predictions_loss: 597.8849 - logcount_predictions_loss: 0.3859 20/2430 [..............................] - ETA: 22:48 - loss: 603.7471 - logits_profile_predictions_loss: 599.0274 - logcount_predictions_loss: 0.3869 21/2430 [..............................] - ETA: 22:48 - loss: 605.0208 - logits_profile_predictions_loss: 600.2924 - logcount_predictions_loss: 0.3876 22/2430 [..............................] - ETA: 22:47 - loss: 606.1538 - logits_profile_predictions_loss: 601.4154 - logcount_predictions_loss: 0.3884 23/2430 [..............................] - ETA: 22:46 - loss: 607.3323 - logits_profile_predictions_loss: 602.5812 - logcount_predictions_loss: 0.3894 24/2430 [..............................] - ETA: 22:46 - loss: 608.2397 - logits_profile_predictions_loss: 603.4788 - logcount_predictions_loss: 0.3902 25/2430 [..............................] - ETA: 22:45 - loss: 608.9039 - logits_profile_predictions_loss: 604.1327 - logcount_predictions_loss: 0.3911 26/2430 [..............................] - ETA: 22:45 - loss: 609.4278 - logits_profile_predictions_loss: 604.6481 - logcount_predictions_loss: 0.3918 27/2430 [..............................] - ETA: 22:44 - loss: 609.9112 - logits_profile_predictions_loss: 605.1218 - logcount_predictions_loss: 0.3926 28/2430 [..............................] - ETA: 22:44 - loss: 610.3402 - logits_profile_predictions_loss: 605.5417 - logcount_predictions_loss: 0.3933 29/2430 [..............................] - ETA: 22:43 - loss: 610.9283 - logits_profile_predictions_loss: 606.1215 - logcount_predictions_loss: 0.3940 30/2430 [..............................] - ETA: 22:42 - loss: 611.4558 - logits_profile_predictions_loss: 606.6370 - logcount_predictions_loss: 0.3950 31/2430 [..............................] - ETA: 22:42 - loss: 611.8210 - logits_profile_predictions_loss: 606.9921 - logcount_predictions_loss: 0.3958 32/2430 [..............................] - ETA: 22:41 - loss: 612.2412 - logits_profile_predictions_loss: 607.4030 - logcount_predictions_loss: 0.3966 33/2430 [..............................] - ETA: 22:41 - loss: 612.5792 - logits_profile_predictions_loss: 607.7317 - logcount_predictions_loss: 0.3973 34/2430 [..............................] - ETA: 22:40 - loss: 613.0493 - logits_profile_predictions_loss: 608.1939 - logcount_predictions_loss: 0.3980 35/2430 [..............................] - ETA: 22:40 - loss: 613.5870 - logits_profile_predictions_loss: 608.7236 - logcount_predictions_loss: 0.3986 36/2430 [..............................] - ETA: 22:39 - loss: 614.1759 - logits_profile_predictions_loss: 609.3037 - logcount_predictions_loss: 0.3994 37/2430 [..............................] - ETA: 22:39 - loss: 614.7283 - logits_profile_predictions_loss: 609.8487 - logcount_predictions_loss: 0.4000 38/2430 [..............................] - ETA: 22:38 - loss: 615.3040 - logits_profile_predictions_loss: 610.4177 - logcount_predictions_loss: 0.4005 39/2430 [..............................] - ETA: 22:37 - loss: 615.8923 - logits_profile_predictions_loss: 610.9993 - logcount_predictions_loss: 0.4011 40/2430 [..............................] - ETA: 22:37 - loss: 616.4751 - logits_profile_predictions_loss: 611.5763 - logcount_predictions_loss: 0.4015 41/2430 [..............................] - ETA: 22:36 - loss: 617.0826 - logits_profile_predictions_loss: 612.1785 - logcount_predictions_loss: 0.4020 42/2430 [..............................] - ETA: 22:36 - loss: 617.6538 - logits_profile_predictions_loss: 612.7434 - logcount_predictions_loss: 0.4025 43/2430 [..............................] - ETA: 22:35 - loss: 618.1648 - logits_profile_predictions_loss: 613.2487 - logcount_predictions_loss: 0.4030 44/2430 [..............................] - ETA: 22:35 - loss: 618.7160 - logits_profile_predictions_loss: 613.7950 - logcount_predictions_loss: 0.4034 45/2430 [..............................] - ETA: 22:34 - loss: 619.2497 - logits_profile_predictions_loss: 614.3246 - logcount_predictions_loss: 0.4037 46/2430 [..............................] - ETA: 22:33 - loss: 619.8261 - logits_profile_predictions_loss: 614.8954 - logcount_predictions_loss: 0.4042 47/2430 [..............................] - ETA: 22:33 - loss: 620.3967 - logits_profile_predictions_loss: 615.4605 - logcount_predictions_loss: 0.4046 48/2430 [..............................] - ETA: 22:32 - loss: 620.9012 - logits_profile_predictions_loss: 615.9604 - logcount_predictions_loss: 0.4050 49/2430 [..............................] - ETA: 22:32 - loss: 621.3632 - logits_profile_predictions_loss: 616.4180 - logcount_predictions_loss: 0.4053 50/2430 [..............................] - ETA: 22:31 - loss: 621.7968 - logits_profile_predictions_loss: 616.8473 - logcount_predictions_loss: 0.4057 51/2430 [..............................] - ETA: 22:31 - loss: 622.2193 - logits_profile_predictions_loss: 617.2656 - logcount_predictions_loss: 0.4060 52/2430 [..............................] - ETA: 22:30 - loss: 622.6285 - logits_profile_predictions_loss: 617.6710 - logcount_predictions_loss: 0.4064 53/2430 [..............................] - ETA: 22:29 - loss: 622.9852 - logits_profile_predictions_loss: 618.0248 - logcount_predictions_loss: 0.4066 54/2430 [..............................] - ETA: 22:29 - loss: 623.3246 - logits_profile_predictions_loss: 618.3612 - logcount_predictions_loss: 0.4068 55/2430 [..............................] - ETA: 22:28 - loss: 623.6427 - logits_profile_predictions_loss: 618.6765 - logcount_predictions_loss: 0.4071 56/2430 [..............................] - ETA: 22:28 - loss: 623.9436 - logits_profile_predictions_loss: 618.9752 - logcount_predictions_loss: 0.4072 57/2430 [..............................] - ETA: 22:27 - loss: 624.2557 - logits_profile_predictions_loss: 619.2848 - logcount_predictions_loss: 0.4075 58/2430 [..............................] - ETA: 22:27 - loss: 624.6454 - logits_profile_predictions_loss: 619.6721 - logcount_predictions_loss: 0.4076 59/2430 [..............................] - ETA: 22:26 - loss: 625.0056 - logits_profile_predictions_loss: 620.0302 - logcount_predictions_loss: 0.4078 60/2430 [..............................] - ETA: 22:25 - loss: 625.3508 - logits_profile_predictions_loss: 620.3732 - logcount_predictions_loss: 0.4080 61/2430 [..............................] - ETA: 22:25 - loss: 625.6826 - logits_profile_predictions_loss: 620.7032 - logcount_predictions_loss: 0.4081 62/2430 [..............................] - ETA: 22:24 - loss: 626.0403 - logits_profile_predictions_loss: 621.0596 - logcount_predictions_loss: 0.4083 63/2430 [..............................] - ETA: 22:24 - loss: 626.4228 - logits_profile_predictions_loss: 621.4403 - logcount_predictions_loss: 0.4084 64/2430 [..............................] - ETA: 22:23 - loss: 626.7731 - logits_profile_predictions_loss: 621.7895 - logcount_predictions_loss: 0.4085 65/2430 [..............................] - ETA: 22:23 - loss: 627.1136 - logits_profile_predictions_loss: 622.1291 - logcount_predictions_loss: 0.4086 66/2430 [..............................] - ETA: 22:22 - loss: 627.4249 - logits_profile_predictions_loss: 622.4395 - logcount_predictions_loss: 0.4086 67/2430 [..............................] - ETA: 22:21 - loss: 627.7374 - logits_profile_predictions_loss: 622.7516 - logcount_predictions_loss: 0.4087 68/2430 [..............................] - ETA: 22:21 - loss: 628.0691 - logits_profile_predictions_loss: 623.0828 - logcount_predictions_loss: 0.4087 69/2430 [..............................] - ETA: 22:20 - loss: 628.3824 - logits_profile_predictions_loss: 623.3955 - logcount_predictions_loss: 0.4088 70/2430 [..............................] - ETA: 22:20 - loss: 628.6725 - logits_profile_predictions_loss: 623.6852 - logcount_predictions_loss: 0.4088 71/2430 [..............................] - ETA: 22:19 - loss: 628.9512 - logits_profile_predictions_loss: 623.9638 - logcount_predictions_loss: 0.4088 72/2430 [..............................] - ETA: 22:19 - loss: 629.2537 - logits_profile_predictions_loss: 624.2657 - logcount_predictions_loss: 0.4089 73/2430 [..............................] - ETA: 22:18 - loss: 629.5413 - logits_profile_predictions_loss: 624.5525 - logcount_predictions_loss: 0.4089 74/2430 [..............................] - ETA: 22:17 - loss: 629.8080 - logits_profile_predictions_loss: 624.8178 - logcount_predictions_loss: 0.4090 75/2430 [..............................] - ETA: 22:17 - loss: 630.0662 - logits_profile_predictions_loss: 625.0741 - logcount_predictions_loss: 0.4092 76/2430 [..............................] - ETA: 22:16 - loss: 630.3156 - 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[>.............................] - ETA: 21:28 - loss: 637.3732 - logits_profile_predictions_loss: 632.3577 - logcount_predictions_loss: 0.4111 162/2430 [=>............................] - ETA: 21:28 - loss: 637.4099 - logits_profile_predictions_loss: 632.3946 - logcount_predictions_loss: 0.4111 163/2430 [=>............................] - ETA: 21:27 - loss: 637.4492 - logits_profile_predictions_loss: 632.4340 - logcount_predictions_loss: 0.4111 164/2430 [=>............................] - ETA: 21:27 - loss: 637.4881 - logits_profile_predictions_loss: 632.4732 - logcount_predictions_loss: 0.4111 165/2430 [=>............................] - ETA: 21:26 - loss: 637.5251 - logits_profile_predictions_loss: 632.5105 - logcount_predictions_loss: 0.4110 166/2430 [=>............................] - ETA: 21:25 - loss: 637.5615 - logits_profile_predictions_loss: 632.5471 - logcount_predictions_loss: 0.4110 167/2430 [=>............................] - ETA: 21:25 - loss: 637.5993 - 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[====>.........................] - ETA: 18:38 - loss: 638.9208 - logits_profile_predictions_loss: 633.9797 - logcount_predictions_loss: 0.4050 461/2430 [====>.........................] - ETA: 18:38 - loss: 638.9191 - logits_profile_predictions_loss: 633.9781 - logcount_predictions_loss: 0.4050 462/2430 [====>.........................] - ETA: 18:37 - loss: 638.9177 - logits_profile_predictions_loss: 633.9768 - logcount_predictions_loss: 0.4050 463/2430 [====>.........................] - ETA: 18:37 - loss: 638.9163 - logits_profile_predictions_loss: 633.9754 - logcount_predictions_loss: 0.4050 464/2430 [====>.........................] - ETA: 18:36 - loss: 638.9147 - logits_profile_predictions_loss: 633.9738 - logcount_predictions_loss: 0.4050 465/2430 [====>.........................] - ETA: 18:36 - loss: 638.9128 - logits_profile_predictions_loss: 633.9720 - logcount_predictions_loss: 0.4050 466/2430 [====>.........................] - ETA: 18:35 - loss: 638.9108 - 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[============================>.] - ETA: 32s - loss: 637.3205 - logits_profile_predictions_loss: 632.4369 - logcount_predictions_loss: 0.4003 2373/2430 [============================>.] - ETA: 32s - loss: 637.3207 - logits_profile_predictions_loss: 632.4372 - logcount_predictions_loss: 0.4003 2374/2430 [============================>.] - ETA: 31s - loss: 637.3210 - logits_profile_predictions_loss: 632.4375 - logcount_predictions_loss: 0.4003 2375/2430 [============================>.] - ETA: 31s - loss: 637.3212 - logits_profile_predictions_loss: 632.4377 - logcount_predictions_loss: 0.4003 2376/2430 [============================>.] - ETA: 30s - loss: 637.3214 - logits_profile_predictions_loss: 632.4379 - logcount_predictions_loss: 0.4003 2377/2430 [============================>.] - ETA: 30s - loss: 637.3216 - logits_profile_predictions_loss: 632.4382 - logcount_predictions_loss: 0.4003 2378/2430 [============================>.] - ETA: 29s - loss: 637.3219 - logits_profile_predictions_loss: 632.4384 - logcount_predictions_loss: 0.4003 2379/2430 [============================>.] - ETA: 28s - loss: 637.3221 - logits_profile_predictions_loss: 632.4386 - logcount_predictions_loss: 0.4003 2380/2430 [============================>.] - ETA: 28s - loss: 637.3223 - logits_profile_predictions_loss: 632.4388 - logcount_predictions_loss: 0.4003 2381/2430 [============================>.] - ETA: 27s - loss: 637.3225 - logits_profile_predictions_loss: 632.4391 - logcount_predictions_loss: 0.4003 2382/2430 [============================>.] - ETA: 27s - loss: 637.3227 - logits_profile_predictions_loss: 632.4393 - logcount_predictions_loss: 0.4003 2383/2430 [============================>.] - ETA: 26s - loss: 637.3229 - logits_profile_predictions_loss: 632.4395 - logcount_predictions_loss: 0.4003 2384/2430 [============================>.] - ETA: 26s - loss: 637.3231 - logits_profile_predictions_loss: 632.4397 - logcount_predictions_loss: 0.4003 2385/2430 [============================>.] - ETA: 25s - loss: 637.3233 - logits_profile_predictions_loss: 632.4400 - logcount_predictions_loss: 0.4003 2386/2430 [============================>.] - ETA: 24s - loss: 637.3235 - logits_profile_predictions_loss: 632.4402 - logcount_predictions_loss: 0.4003 2387/2430 [============================>.] - ETA: 24s - loss: 637.3237 - logits_profile_predictions_loss: 632.4404 - logcount_predictions_loss: 0.4003 2388/2430 [============================>.] - ETA: 23s - loss: 637.3239 - logits_profile_predictions_loss: 632.4406 - logcount_predictions_loss: 0.4003 2389/2430 [============================>.] - ETA: 23s - loss: 637.3241 - logits_profile_predictions_loss: 632.4408 - logcount_predictions_loss: 0.4003 2390/2430 [============================>.] - ETA: 22s - loss: 637.3243 - logits_profile_predictions_loss: 632.4409 - logcount_predictions_loss: 0.4003 2391/2430 [============================>.] - ETA: 22s - loss: 637.3244 - 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[============================>.] - ETA: 18s - loss: 637.3256 - logits_profile_predictions_loss: 632.4424 - logcount_predictions_loss: 0.4003 2399/2430 [============================>.] - ETA: 17s - loss: 637.3258 - logits_profile_predictions_loss: 632.4426 - logcount_predictions_loss: 0.4003 2400/2430 [============================>.] - ETA: 17s - loss: 637.3260 - logits_profile_predictions_loss: 632.4428 - logcount_predictions_loss: 0.4003 2401/2430 [============================>.] - ETA: 16s - loss: 637.3262 - logits_profile_predictions_loss: 632.4430 - logcount_predictions_loss: 0.4003 2402/2430 [============================>.] - ETA: 15s - loss: 637.3264 - logits_profile_predictions_loss: 632.4432 - logcount_predictions_loss: 0.4003 2403/2430 [============================>.] - ETA: 15s - loss: 637.3266 - logits_profile_predictions_loss: 632.4435 - logcount_predictions_loss: 0.4003 2404/2430 [============================>.] - ETA: 14s - loss: 637.3268 - logits_profile_predictions_loss: 632.4437 - logcount_predictions_loss: 0.4003 2405/2430 [============================>.] - ETA: 14s - loss: 637.3270 - logits_profile_predictions_loss: 632.4439 - logcount_predictions_loss: 0.4003 2406/2430 [============================>.] - ETA: 13s - loss: 637.3272 - logits_profile_predictions_loss: 632.4441 - logcount_predictions_loss: 0.4003 2407/2430 [============================>.] - ETA: 13s - loss: 637.3275 - logits_profile_predictions_loss: 632.4444 - logcount_predictions_loss: 0.4003 2408/2430 [============================>.] - ETA: 12s - loss: 637.3277 - logits_profile_predictions_loss: 632.4446 - logcount_predictions_loss: 0.4003 2409/2430 [============================>.] - ETA: 11s - loss: 637.3279 - logits_profile_predictions_loss: 632.4448 - logcount_predictions_loss: 0.4003 2410/2430 [============================>.] - ETA: 11s - loss: 637.3281 - logits_profile_predictions_loss: 632.4450 - logcount_predictions_loss: 0.4003 2411/2430 [============================>.] - ETA: 10s - loss: 637.3283 - logits_profile_predictions_loss: 632.4452 - logcount_predictions_loss: 0.4003 2412/2430 [============================>.] - ETA: 10s - loss: 637.3285 - logits_profile_predictions_loss: 632.4454 - logcount_predictions_loss: 0.4003 2413/2430 [============================>.] - ETA: 9s - loss: 637.3287 - logits_profile_predictions_loss: 632.4456 - logcount_predictions_loss: 0.4003  2414/2430 [============================>.] - ETA: 9s - loss: 637.3288 - logits_profile_predictions_loss: 632.4458 - logcount_predictions_loss: 0.4003 2415/2430 [============================>.] - ETA: 8s - loss: 637.3290 - logits_profile_predictions_loss: 632.4460 - logcount_predictions_loss: 0.4003 2416/2430 [============================>.] - ETA: 7s - loss: 637.3292 - logits_profile_predictions_loss: 632.4463 - logcount_predictions_loss: 0.4003 2417/2430 [============================>.] - ETA: 7s - loss: 637.3294 - logits_profile_predictions_loss: 632.4465 - logcount_predictions_loss: 0.4003 2418/2430 [============================>.] - ETA: 6s - loss: 637.3296 - logits_profile_predictions_loss: 632.4467 - logcount_predictions_loss: 0.4003 2419/2430 [============================>.] - ETA: 6s - loss: 637.3299 - logits_profile_predictions_loss: 632.4469 - logcount_predictions_loss: 0.4003 2420/2430 [============================>.] - ETA: 5s - loss: 637.3301 - logits_profile_predictions_loss: 632.4471 - logcount_predictions_loss: 0.4003 2421/2430 [============================>.] - ETA: 5s - loss: 637.3303 - logits_profile_predictions_loss: 632.4474 - logcount_predictions_loss: 0.4003 2422/2430 [============================>.] - ETA: 4s - loss: 637.3305 - logits_profile_predictions_loss: 632.4476 - logcount_predictions_loss: 0.4003 2423/2430 [============================>.] - ETA: 3s - loss: 637.3307 - logits_profile_predictions_loss: 632.4478 - logcount_predictions_loss: 0.4003 2424/2430 [============================>.] - ETA: 3s - loss: 637.3309 - logits_profile_predictions_loss: 632.4480 - logcount_predictions_loss: 0.4003 2425/2430 [============================>.] - ETA: 2s - loss: 637.3311 - logits_profile_predictions_loss: 632.4482 - logcount_predictions_loss: 0.4003 2426/2430 [============================>.] - ETA: 2s - loss: 637.3313 - logits_profile_predictions_loss: 632.4485 - logcount_predictions_loss: 0.4003 2427/2430 [============================>.] - ETA: 1s - loss: 637.3316 - logits_profile_predictions_loss: 632.4487 - logcount_predictions_loss: 0.4002 2428/2430 [============================>.] - ETA: 1s - loss: 637.3318 - logits_profile_predictions_loss: 632.4489 - logcount_predictions_loss: 0.4002 2429/2430 [============================>.] - ETA: 0s - loss: 637.3320 - logits_profile_predictions_loss: 632.4492 - logcount_predictions_loss: 0.4002 2430/2430 [==============================] - ETA: 0s - loss: 637.3323 - logits_profile_predictions_loss: 632.4494 - logcount_predictions_loss: 0.4002 2430/2430 [==============================] - 1431s 589ms/step - loss: 637.3325 - logits_profile_predictions_loss: 632.4497 - logcount_predictions_loss: 0.4002 - val_loss: 643.4786 - val_logits_profile_predictions_loss: 638.5881 - val_logcount_predictions_loss: 0.4009 Epoch 00006: val_loss improved from 643.67871 to 643.47864, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR731KDL//chrombppnet_model_encsr283tme_bias_fold_3/chrombpnet.h5 Epoch 7/50 1/2430 [..............................] - ETA: 24:00 - loss: 657.5255 - logits_profile_predictions_loss: 653.2872 - logcount_predictions_loss: 0.3474 2/2430 [..............................] - ETA: 22:57 - loss: 640.6727 - logits_profile_predictions_loss: 636.1530 - logcount_predictions_loss: 0.3705 3/2430 [..............................] - ETA: 22:58 - loss: 635.8116 - logits_profile_predictions_loss: 631.0614 - logcount_predictions_loss: 0.3894 4/2430 [..............................] - ETA: 22:57 - loss: 634.3643 - logits_profile_predictions_loss: 629.6104 - logcount_predictions_loss: 0.3897 5/2430 [..............................] - ETA: 22:56 - loss: 630.8739 - logits_profile_predictions_loss: 626.1862 - logcount_predictions_loss: 0.3842 6/2430 [..............................] - ETA: 22:55 - loss: 625.3947 - logits_profile_predictions_loss: 620.7452 - logcount_predictions_loss: 0.3811 7/2430 [..............................] - ETA: 22:55 - loss: 624.0266 - logits_profile_predictions_loss: 619.4070 - logcount_predictions_loss: 0.3787 8/2430 [..............................] - ETA: 22:55 - loss: 621.2480 - logits_profile_predictions_loss: 616.6817 - logcount_predictions_loss: 0.3743 9/2430 [..............................] - ETA: 22:54 - loss: 621.1702 - logits_profile_predictions_loss: 616.6026 - logcount_predictions_loss: 0.3744 10/2430 [..............................] - ETA: 22:54 - loss: 620.1858 - logits_profile_predictions_loss: 615.6147 - logcount_predictions_loss: 0.3747 11/2430 [..............................] - ETA: 22:53 - loss: 619.3389 - logits_profile_predictions_loss: 614.7612 - logcount_predictions_loss: 0.3752 12/2430 [..............................] - ETA: 22:53 - loss: 618.2544 - logits_profile_predictions_loss: 613.6807 - logcount_predictions_loss: 0.3749 13/2430 [..............................] - ETA: 22:52 - loss: 616.9583 - logits_profile_predictions_loss: 612.3908 - logcount_predictions_loss: 0.3744 14/2430 [..............................] - ETA: 22:52 - loss: 615.4605 - logits_profile_predictions_loss: 610.8975 - logcount_predictions_loss: 0.3740 15/2430 [..............................] - ETA: 22:51 - loss: 614.3476 - logits_profile_predictions_loss: 609.7848 - logcount_predictions_loss: 0.3740 16/2430 [..............................] - ETA: 22:51 - loss: 613.4537 - logits_profile_predictions_loss: 608.8900 - logcount_predictions_loss: 0.3741 17/2430 [..............................] - ETA: 22:50 - loss: 612.5937 - logits_profile_predictions_loss: 608.0278 - logcount_predictions_loss: 0.3743 18/2430 [..............................] - ETA: 22:50 - loss: 611.7310 - logits_profile_predictions_loss: 607.1614 - logcount_predictions_loss: 0.3746 19/2430 [..............................] - ETA: 22:49 - loss: 611.0444 - logits_profile_predictions_loss: 606.4738 - logcount_predictions_loss: 0.3746 20/2430 [..............................] - ETA: 22:49 - loss: 610.5923 - logits_profile_predictions_loss: 606.0190 - logcount_predictions_loss: 0.3749 21/2430 [..............................] - ETA: 22:48 - loss: 610.0082 - logits_profile_predictions_loss: 605.4326 - logcount_predictions_loss: 0.3751 22/2430 [..............................] - ETA: 22:48 - loss: 609.6233 - logits_profile_predictions_loss: 605.0466 - logcount_predictions_loss: 0.3751 23/2430 [..............................] - ETA: 22:47 - loss: 609.5025 - logits_profile_predictions_loss: 604.9241 - logcount_predictions_loss: 0.3753 24/2430 [..............................] - ETA: 22:46 - loss: 609.6578 - logits_profile_predictions_loss: 605.0768 - logcount_predictions_loss: 0.3755 25/2430 [..............................] - ETA: 22:46 - loss: 609.9844 - logits_profile_predictions_loss: 605.4001 - logcount_predictions_loss: 0.3758 26/2430 [..............................] - ETA: 22:46 - loss: 610.1887 - logits_profile_predictions_loss: 605.6007 - logcount_predictions_loss: 0.3761 27/2430 [..............................] - ETA: 22:45 - loss: 610.4796 - logits_profile_predictions_loss: 605.8896 - logcount_predictions_loss: 0.3762 28/2430 [..............................] - ETA: 22:45 - loss: 610.6600 - logits_profile_predictions_loss: 606.0661 - logcount_predictions_loss: 0.3766 29/2430 [..............................] - ETA: 22:45 - loss: 610.9012 - logits_profile_predictions_loss: 606.2999 - logcount_predictions_loss: 0.3772 30/2430 [..............................] - ETA: 22:44 - loss: 611.1454 - logits_profile_predictions_loss: 606.5377 - logcount_predictions_loss: 0.3777 31/2430 [..............................] - ETA: 22:43 - loss: 611.3391 - logits_profile_predictions_loss: 606.7272 - logcount_predictions_loss: 0.3780 32/2430 [..............................] - ETA: 22:43 - loss: 611.6423 - logits_profile_predictions_loss: 607.0260 - logcount_predictions_loss: 0.3784 33/2430 [..............................] - ETA: 22:42 - loss: 611.9288 - logits_profile_predictions_loss: 607.3061 - logcount_predictions_loss: 0.3789 34/2430 [..............................] - ETA: 22:42 - loss: 612.3965 - logits_profile_predictions_loss: 607.7650 - logcount_predictions_loss: 0.3796 35/2430 [..............................] - ETA: 22:41 - loss: 612.9419 - logits_profile_predictions_loss: 608.3017 - logcount_predictions_loss: 0.3803 36/2430 [..............................] - ETA: 22:40 - loss: 613.4308 - logits_profile_predictions_loss: 608.7841 - logcount_predictions_loss: 0.3809 37/2430 [..............................] - ETA: 22:40 - loss: 613.9308 - logits_profile_predictions_loss: 609.2787 - logcount_predictions_loss: 0.3813 38/2430 [..............................] - ETA: 22:39 - loss: 614.5396 - logits_profile_predictions_loss: 609.8836 - logcount_predictions_loss: 0.3816 39/2430 [..............................] - ETA: 22:39 - loss: 615.1449 - logits_profile_predictions_loss: 610.4852 - logcount_predictions_loss: 0.3819 40/2430 [..............................] - ETA: 22:38 - loss: 615.6331 - logits_profile_predictions_loss: 610.9702 - logcount_predictions_loss: 0.3822 41/2430 [..............................] - ETA: 22:37 - loss: 616.1476 - logits_profile_predictions_loss: 611.4808 - logcount_predictions_loss: 0.3825 42/2430 [..............................] - ETA: 22:37 - loss: 616.7065 - logits_profile_predictions_loss: 612.0345 - logcount_predictions_loss: 0.3830 43/2430 [..............................] - ETA: 22:36 - loss: 617.2516 - logits_profile_predictions_loss: 612.5749 - logcount_predictions_loss: 0.3833 44/2430 [..............................] - ETA: 22:36 - loss: 617.7335 - logits_profile_predictions_loss: 613.0521 - logcount_predictions_loss: 0.3837 45/2430 [..............................] - ETA: 22:35 - loss: 618.1392 - logits_profile_predictions_loss: 613.4539 - logcount_predictions_loss: 0.3840 46/2430 [..............................] - ETA: 22:35 - loss: 618.5397 - logits_profile_predictions_loss: 613.8505 - logcount_predictions_loss: 0.3844 47/2430 [..............................] - ETA: 22:34 - loss: 618.9128 - logits_profile_predictions_loss: 614.2205 - logcount_predictions_loss: 0.3846 48/2430 [..............................] - ETA: 22:33 - loss: 619.2867 - logits_profile_predictions_loss: 614.5913 - logcount_predictions_loss: 0.3849 49/2430 [..............................] - ETA: 22:33 - loss: 619.6935 - logits_profile_predictions_loss: 614.9958 - logcount_predictions_loss: 0.3851 50/2430 [..............................] - ETA: 22:32 - loss: 620.0966 - logits_profile_predictions_loss: 615.3961 - logcount_predictions_loss: 0.3853 51/2430 [..............................] - ETA: 22:32 - loss: 620.4691 - logits_profile_predictions_loss: 615.7657 - logcount_predictions_loss: 0.3855 52/2430 [..............................] - ETA: 22:31 - loss: 620.7961 - logits_profile_predictions_loss: 616.0894 - logcount_predictions_loss: 0.3858 53/2430 [..............................] - ETA: 22:31 - loss: 621.0978 - logits_profile_predictions_loss: 616.3884 - logcount_predictions_loss: 0.3860 54/2430 [..............................] - ETA: 22:30 - loss: 621.3736 - logits_profile_predictions_loss: 616.6614 - logcount_predictions_loss: 0.3862 55/2430 [..............................] - ETA: 22:29 - loss: 621.6222 - logits_profile_predictions_loss: 616.9073 - logcount_predictions_loss: 0.3865 56/2430 [..............................] - ETA: 22:29 - loss: 621.9288 - logits_profile_predictions_loss: 617.2107 - logcount_predictions_loss: 0.3867 57/2430 [..............................] - ETA: 22:28 - loss: 622.2578 - logits_profile_predictions_loss: 617.5366 - logcount_predictions_loss: 0.3870 58/2430 [..............................] - ETA: 22:28 - loss: 622.5814 - logits_profile_predictions_loss: 617.8576 - logcount_predictions_loss: 0.3872 59/2430 [..............................] - ETA: 22:27 - loss: 622.9013 - logits_profile_predictions_loss: 618.1752 - logcount_predictions_loss: 0.3874 60/2430 [..............................] - ETA: 22:27 - loss: 623.1937 - logits_profile_predictions_loss: 618.4655 - logcount_predictions_loss: 0.3876 61/2430 [..............................] - ETA: 22:26 - loss: 623.4623 - logits_profile_predictions_loss: 618.7318 - logcount_predictions_loss: 0.3877 62/2430 [..............................] - ETA: 22:25 - loss: 623.7399 - logits_profile_predictions_loss: 619.0070 - logcount_predictions_loss: 0.3879 63/2430 [..............................] - ETA: 22:25 - loss: 623.9960 - logits_profile_predictions_loss: 619.2610 - logcount_predictions_loss: 0.3881 64/2430 [..............................] - ETA: 22:24 - loss: 624.2665 - logits_profile_predictions_loss: 619.5290 - logcount_predictions_loss: 0.3883 65/2430 [..............................] - ETA: 22:24 - loss: 624.5262 - logits_profile_predictions_loss: 619.7859 - logcount_predictions_loss: 0.3885 66/2430 [..............................] - ETA: 22:23 - loss: 624.7681 - logits_profile_predictions_loss: 620.0254 - logcount_predictions_loss: 0.3887 67/2430 [..............................] - ETA: 22:23 - loss: 624.9662 - logits_profile_predictions_loss: 620.2215 - logcount_predictions_loss: 0.3889 68/2430 [..............................] - ETA: 22:22 - loss: 625.1477 - logits_profile_predictions_loss: 620.4015 - logcount_predictions_loss: 0.3890 69/2430 [..............................] - ETA: 22:21 - loss: 625.3297 - 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[===>..........................] - ETA: 19:13 - loss: 626.6510 - logits_profile_predictions_loss: 621.9076 - logcount_predictions_loss: 0.3888 402/2430 [===>..........................] - ETA: 19:12 - loss: 626.6456 - logits_profile_predictions_loss: 621.9023 - logcount_predictions_loss: 0.3888 403/2430 [===>..........................] - ETA: 19:12 - loss: 626.6406 - logits_profile_predictions_loss: 621.8974 - logcount_predictions_loss: 0.3888 404/2430 [===>..........................] - ETA: 19:11 - loss: 626.6353 - logits_profile_predictions_loss: 621.8922 - logcount_predictions_loss: 0.3888 405/2430 [====>.........................] - ETA: 19:11 - loss: 626.6304 - logits_profile_predictions_loss: 621.8874 - logcount_predictions_loss: 0.3888 406/2430 [====>.........................] - ETA: 19:10 - loss: 626.6255 - logits_profile_predictions_loss: 621.8826 - logcount_predictions_loss: 0.3888 407/2430 [====>.........................] - ETA: 19:09 - loss: 626.6212 - 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[====>.........................] - ETA: 19:05 - loss: 626.5985 - logits_profile_predictions_loss: 621.8562 - logcount_predictions_loss: 0.3887 415/2430 [====>.........................] - ETA: 19:05 - loss: 626.5955 - logits_profile_predictions_loss: 621.8533 - logcount_predictions_loss: 0.3887 416/2430 [====>.........................] - ETA: 19:04 - loss: 626.5930 - logits_profile_predictions_loss: 621.8508 - logcount_predictions_loss: 0.3887 417/2430 [====>.........................] - ETA: 19:04 - loss: 626.5899 - logits_profile_predictions_loss: 621.8479 - logcount_predictions_loss: 0.3887 418/2430 [====>.........................] - ETA: 19:03 - loss: 626.5867 - logits_profile_predictions_loss: 621.8447 - logcount_predictions_loss: 0.3887 419/2430 [====>.........................] - ETA: 19:03 - loss: 626.5836 - logits_profile_predictions_loss: 621.8417 - logcount_predictions_loss: 0.3887 420/2430 [====>.........................] - ETA: 19:02 - loss: 626.5802 - 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[====>.........................] - ETA: 18:58 - loss: 626.5568 - logits_profile_predictions_loss: 621.8156 - logcount_predictions_loss: 0.3886 428/2430 [====>.........................] - ETA: 18:57 - loss: 626.5539 - logits_profile_predictions_loss: 621.8127 - logcount_predictions_loss: 0.3886 429/2430 [====>.........................] - ETA: 18:57 - loss: 626.5510 - logits_profile_predictions_loss: 621.8099 - logcount_predictions_loss: 0.3886 430/2430 [====>.........................] - ETA: 18:56 - loss: 626.5487 - logits_profile_predictions_loss: 621.8076 - logcount_predictions_loss: 0.3886 431/2430 [====>.........................] - ETA: 18:56 - loss: 626.5465 - logits_profile_predictions_loss: 621.8055 - logcount_predictions_loss: 0.3886 432/2430 [====>.........................] - ETA: 18:55 - loss: 626.5448 - logits_profile_predictions_loss: 621.8039 - logcount_predictions_loss: 0.3886 433/2430 [====>.........................] - ETA: 18:55 - loss: 626.5433 - logits_profile_predictions_loss: 621.8024 - logcount_predictions_loss: 0.3886 434/2430 [====>.........................] - ETA: 18:54 - loss: 626.5414 - logits_profile_predictions_loss: 621.8006 - logcount_predictions_loss: 0.3886 435/2430 [====>.........................] - ETA: 18:54 - loss: 626.5391 - logits_profile_predictions_loss: 621.7985 - logcount_predictions_loss: 0.3886 436/2430 [====>.........................] - ETA: 18:53 - loss: 626.5368 - logits_profile_predictions_loss: 621.7962 - logcount_predictions_loss: 0.3886 437/2430 [====>.........................] - ETA: 18:52 - loss: 626.5351 - logits_profile_predictions_loss: 621.7946 - logcount_predictions_loss: 0.3886 438/2430 [====>.........................] - ETA: 18:52 - loss: 626.5330 - logits_profile_predictions_loss: 621.7926 - logcount_predictions_loss: 0.3886 439/2430 [====>.........................] - ETA: 18:51 - loss: 626.5304 - logits_profile_predictions_loss: 621.7900 - logcount_predictions_loss: 0.3886 440/2430 [====>.........................] - ETA: 18:51 - loss: 626.5275 - logits_profile_predictions_loss: 621.7872 - logcount_predictions_loss: 0.3886 441/2430 [====>.........................] - ETA: 18:50 - loss: 626.5245 - logits_profile_predictions_loss: 621.7844 - logcount_predictions_loss: 0.3885 442/2430 [====>.........................] - ETA: 18:50 - loss: 626.5213 - logits_profile_predictions_loss: 621.7812 - logcount_predictions_loss: 0.3885 443/2430 [====>.........................] - ETA: 18:49 - loss: 626.5178 - logits_profile_predictions_loss: 621.7777 - logcount_predictions_loss: 0.3885 444/2430 [====>.........................] - ETA: 18:48 - loss: 626.5144 - logits_profile_predictions_loss: 621.7745 - logcount_predictions_loss: 0.3885 445/2430 [====>.........................] - ETA: 18:48 - loss: 626.5109 - logits_profile_predictions_loss: 621.7711 - logcount_predictions_loss: 0.3885 446/2430 [====>.........................] - ETA: 18:47 - loss: 626.5074 - 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[====>.........................] - ETA: 18:43 - loss: 626.4876 - logits_profile_predictions_loss: 621.7485 - logcount_predictions_loss: 0.3885 454/2430 [====>.........................] - ETA: 18:43 - loss: 626.4845 - logits_profile_predictions_loss: 621.7455 - logcount_predictions_loss: 0.3885 455/2430 [====>.........................] - ETA: 18:42 - loss: 626.4815 - logits_profile_predictions_loss: 621.7426 - logcount_predictions_loss: 0.3884 456/2430 [====>.........................] - ETA: 18:42 - loss: 626.4782 - logits_profile_predictions_loss: 621.7394 - logcount_predictions_loss: 0.3884 457/2430 [====>.........................] - ETA: 18:41 - loss: 626.4751 - logits_profile_predictions_loss: 621.7364 - logcount_predictions_loss: 0.3884 458/2430 [====>.........................] - ETA: 18:40 - loss: 626.4725 - logits_profile_predictions_loss: 621.7339 - logcount_predictions_loss: 0.3884 459/2430 [====>.........................] - ETA: 18:40 - loss: 626.4699 - 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[============================>.] - ETA: 29s - loss: 631.5963 - logits_profile_predictions_loss: 626.8760 - logcount_predictions_loss: 0.3869 2379/2430 [============================>.] - ETA: 28s - loss: 631.5974 - logits_profile_predictions_loss: 626.8771 - logcount_predictions_loss: 0.3869 2380/2430 [============================>.] - ETA: 28s - loss: 631.5985 - logits_profile_predictions_loss: 626.8782 - logcount_predictions_loss: 0.3869 2381/2430 [============================>.] - ETA: 27s - loss: 631.5996 - logits_profile_predictions_loss: 626.8793 - logcount_predictions_loss: 0.3869 2382/2430 [============================>.] - ETA: 27s - loss: 631.6007 - logits_profile_predictions_loss: 626.8804 - logcount_predictions_loss: 0.3869 2383/2430 [============================>.] - ETA: 26s - loss: 631.6017 - logits_profile_predictions_loss: 626.8815 - logcount_predictions_loss: 0.3869 2384/2430 [============================>.] - ETA: 26s - loss: 631.6028 - 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[============================>.] - ETA: 22s - loss: 631.6102 - logits_profile_predictions_loss: 626.8901 - logcount_predictions_loss: 0.3869 2392/2430 [============================>.] - ETA: 21s - loss: 631.6112 - logits_profile_predictions_loss: 626.8912 - logcount_predictions_loss: 0.3869 2393/2430 [============================>.] - ETA: 21s - loss: 631.6123 - logits_profile_predictions_loss: 626.8922 - logcount_predictions_loss: 0.3869 2394/2430 [============================>.] - ETA: 20s - loss: 631.6134 - logits_profile_predictions_loss: 626.8933 - logcount_predictions_loss: 0.3869 2395/2430 [============================>.] - ETA: 19s - loss: 631.6144 - logits_profile_predictions_loss: 626.8944 - logcount_predictions_loss: 0.3869 2396/2430 [============================>.] - ETA: 19s - loss: 631.6155 - logits_profile_predictions_loss: 626.8955 - logcount_predictions_loss: 0.3869 2397/2430 [============================>.] - ETA: 18s - loss: 631.6165 - 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[============================>.] - ETA: 14s - loss: 631.6239 - logits_profile_predictions_loss: 626.9040 - logcount_predictions_loss: 0.3869 2405/2430 [============================>.] - ETA: 14s - loss: 631.6250 - logits_profile_predictions_loss: 626.9051 - logcount_predictions_loss: 0.3869 2406/2430 [============================>.] - ETA: 13s - loss: 631.6260 - logits_profile_predictions_loss: 626.9061 - logcount_predictions_loss: 0.3869 2407/2430 [============================>.] - ETA: 13s - loss: 631.6270 - logits_profile_predictions_loss: 626.9072 - logcount_predictions_loss: 0.3869 2408/2430 [============================>.] - ETA: 12s - loss: 631.6280 - logits_profile_predictions_loss: 626.9082 - logcount_predictions_loss: 0.3869 2409/2430 [============================>.] - ETA: 11s - loss: 631.6291 - logits_profile_predictions_loss: 626.9092 - logcount_predictions_loss: 0.3869 2410/2430 [============================>.] - ETA: 11s - loss: 631.6301 - logits_profile_predictions_loss: 626.9103 - logcount_predictions_loss: 0.3869 2411/2430 [============================>.] - ETA: 10s - loss: 631.6311 - logits_profile_predictions_loss: 626.9114 - logcount_predictions_loss: 0.3869 2412/2430 [============================>.] - ETA: 10s - loss: 631.6322 - logits_profile_predictions_loss: 626.9124 - logcount_predictions_loss: 0.3869 2413/2430 [============================>.] - ETA: 9s - loss: 631.6332 - logits_profile_predictions_loss: 626.9135 - logcount_predictions_loss: 0.3869  2414/2430 [============================>.] - ETA: 9s - loss: 631.6343 - logits_profile_predictions_loss: 626.9145 - logcount_predictions_loss: 0.3869 2415/2430 [============================>.] - ETA: 8s - loss: 631.6353 - logits_profile_predictions_loss: 626.9156 - logcount_predictions_loss: 0.3869 2416/2430 [============================>.] - ETA: 7s - loss: 631.6364 - logits_profile_predictions_loss: 626.9167 - logcount_predictions_loss: 0.3869 2417/2430 [============================>.] - ETA: 7s - loss: 631.6375 - logits_profile_predictions_loss: 626.9178 - logcount_predictions_loss: 0.3869 2418/2430 [============================>.] - ETA: 6s - loss: 631.6385 - logits_profile_predictions_loss: 626.9189 - logcount_predictions_loss: 0.3869 2419/2430 [============================>.] - ETA: 6s - loss: 631.6396 - logits_profile_predictions_loss: 626.9199 - logcount_predictions_loss: 0.3869 2420/2430 [============================>.] - ETA: 5s - loss: 631.6406 - logits_profile_predictions_loss: 626.9210 - logcount_predictions_loss: 0.3869 2421/2430 [============================>.] - ETA: 5s - loss: 631.6417 - logits_profile_predictions_loss: 626.9221 - logcount_predictions_loss: 0.3869 2422/2430 [============================>.] - ETA: 4s - loss: 631.6428 - logits_profile_predictions_loss: 626.9232 - logcount_predictions_loss: 0.3869 2423/2430 [============================>.] - ETA: 3s - loss: 631.6438 - logits_profile_predictions_loss: 626.9242 - logcount_predictions_loss: 0.3869 2424/2430 [============================>.] - ETA: 3s - loss: 631.6449 - logits_profile_predictions_loss: 626.9253 - logcount_predictions_loss: 0.3869 2425/2430 [============================>.] - ETA: 2s - loss: 631.6459 - logits_profile_predictions_loss: 626.9264 - logcount_predictions_loss: 0.3869 2426/2430 [============================>.] - ETA: 2s - loss: 631.6470 - logits_profile_predictions_loss: 626.9275 - logcount_predictions_loss: 0.3869 2427/2430 [============================>.] - ETA: 1s - loss: 631.6481 - logits_profile_predictions_loss: 626.9285 - logcount_predictions_loss: 0.3869 2428/2430 [============================>.] - ETA: 1s - loss: 631.6491 - logits_profile_predictions_loss: 626.9296 - logcount_predictions_loss: 0.3869 2429/2430 [============================>.] - ETA: 0s - loss: 631.6502 - logits_profile_predictions_loss: 626.9307 - logcount_predictions_loss: 0.3869 2430/2430 [==============================] - ETA: 0s - loss: 631.6513 - logits_profile_predictions_loss: 626.9318 - logcount_predictions_loss: 0.3869 2430/2430 [==============================] - 1432s 589ms/step - loss: 631.6523 - logits_profile_predictions_loss: 626.9328 - logcount_predictions_loss: 0.3869 - val_loss: 643.2562 - val_logits_profile_predictions_loss: 638.5480 - val_logcount_predictions_loss: 0.3859 Epoch 00007: val_loss improved from 643.47864 to 643.25623, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR731KDL//chrombppnet_model_encsr283tme_bias_fold_3/chrombpnet.h5 Epoch 8/50 1/2430 [..............................] - ETA: 23:57 - loss: 545.9518 - logits_profile_predictions_loss: 542.6387 - logcount_predictions_loss: 0.2716 2/2430 [..............................] - ETA: 22:59 - loss: 564.9923 - logits_profile_predictions_loss: 561.5880 - logcount_predictions_loss: 0.2790 3/2430 [..............................] - ETA: 22:59 - loss: 590.2957 - logits_profile_predictions_loss: 586.6636 - logcount_predictions_loss: 0.2977 4/2430 [..............................] - ETA: 23:00 - loss: 597.7820 - logits_profile_predictions_loss: 594.0739 - logcount_predictions_loss: 0.3039 5/2430 [..............................] - ETA: 22:59 - loss: 600.8592 - logits_profile_predictions_loss: 597.0595 - logcount_predictions_loss: 0.3114 6/2430 [..............................] - ETA: 22:58 - loss: 604.7098 - logits_profile_predictions_loss: 600.8468 - logcount_predictions_loss: 0.3166 7/2430 [..............................] - ETA: 22:57 - loss: 607.0122 - logits_profile_predictions_loss: 603.1138 - logcount_predictions_loss: 0.3195 8/2430 [..............................] - ETA: 22:56 - loss: 608.8945 - logits_profile_predictions_loss: 604.9842 - logcount_predictions_loss: 0.3205 9/2430 [..............................] - ETA: 22:56 - loss: 610.5055 - logits_profile_predictions_loss: 606.5727 - logcount_predictions_loss: 0.3224 10/2430 [..............................] - ETA: 22:55 - loss: 611.9933 - logits_profile_predictions_loss: 608.0413 - logcount_predictions_loss: 0.3239 11/2430 [..............................] - ETA: 22:54 - loss: 613.0596 - logits_profile_predictions_loss: 609.0880 - logcount_predictions_loss: 0.3255 12/2430 [..............................] - ETA: 22:54 - loss: 613.5229 - logits_profile_predictions_loss: 609.5148 - logcount_predictions_loss: 0.3285 13/2430 [..............................] - ETA: 22:53 - loss: 613.5933 - logits_profile_predictions_loss: 609.5552 - logcount_predictions_loss: 0.3310 14/2430 [..............................] - ETA: 22:52 - loss: 613.4474 - logits_profile_predictions_loss: 609.3825 - logcount_predictions_loss: 0.3332 15/2430 [..............................] - ETA: 22:52 - loss: 613.1799 - logits_profile_predictions_loss: 609.0826 - logcount_predictions_loss: 0.3358 16/2430 [..............................] - ETA: 22:51 - loss: 613.6605 - logits_profile_predictions_loss: 609.5331 - logcount_predictions_loss: 0.3383 17/2430 [..............................] - ETA: 22:51 - loss: 613.8266 - logits_profile_predictions_loss: 609.6765 - logcount_predictions_loss: 0.3402 18/2430 [..............................] - ETA: 22:50 - loss: 613.8440 - logits_profile_predictions_loss: 609.6787 - logcount_predictions_loss: 0.3414 19/2430 [..............................] - ETA: 22:50 - loss: 613.5380 - logits_profile_predictions_loss: 609.3438 - logcount_predictions_loss: 0.3438 20/2430 [..............................] - ETA: 22:49 - loss: 613.4657 - logits_profile_predictions_loss: 609.2487 - logcount_predictions_loss: 0.3457 21/2430 [..............................] - ETA: 22:48 - loss: 613.4842 - logits_profile_predictions_loss: 609.2493 - logcount_predictions_loss: 0.3471 22/2430 [..............................] - ETA: 22:48 - loss: 613.5975 - logits_profile_predictions_loss: 609.3474 - logcount_predictions_loss: 0.3484 23/2430 [..............................] - ETA: 22:47 - loss: 613.7107 - logits_profile_predictions_loss: 609.4479 - logcount_predictions_loss: 0.3494 24/2430 [..............................] - ETA: 22:47 - loss: 613.6428 - logits_profile_predictions_loss: 609.3696 - logcount_predictions_loss: 0.3503 25/2430 [..............................] - ETA: 22:46 - loss: 613.6156 - logits_profile_predictions_loss: 609.3353 - logcount_predictions_loss: 0.3508 26/2430 [..............................] - ETA: 22:45 - loss: 613.6351 - logits_profile_predictions_loss: 609.3477 - logcount_predictions_loss: 0.3514 27/2430 [..............................] - ETA: 22:45 - loss: 613.7538 - logits_profile_predictions_loss: 609.4577 - logcount_predictions_loss: 0.3521 28/2430 [..............................] - ETA: 22:44 - loss: 613.8214 - logits_profile_predictions_loss: 609.5169 - logcount_predictions_loss: 0.3528 29/2430 [..............................] - ETA: 22:44 - loss: 613.9046 - logits_profile_predictions_loss: 609.5935 - logcount_predictions_loss: 0.3534 30/2430 [..............................] - ETA: 22:43 - loss: 614.1160 - logits_profile_predictions_loss: 609.7965 - logcount_predictions_loss: 0.3540 31/2430 [..............................] - ETA: 22:43 - loss: 614.3852 - logits_profile_predictions_loss: 610.0564 - logcount_predictions_loss: 0.3548 32/2430 [..............................] - ETA: 22:42 - loss: 614.5172 - logits_profile_predictions_loss: 610.1801 - logcount_predictions_loss: 0.3555 33/2430 [..............................] - ETA: 22:42 - loss: 614.5234 - logits_profile_predictions_loss: 610.1787 - logcount_predictions_loss: 0.3561 34/2430 [..............................] - ETA: 22:41 - loss: 614.5232 - logits_profile_predictions_loss: 610.1705 - logcount_predictions_loss: 0.3568 35/2430 [..............................] - ETA: 22:40 - loss: 614.6122 - logits_profile_predictions_loss: 610.2524 - logcount_predictions_loss: 0.3574 36/2430 [..............................] - ETA: 22:40 - loss: 614.7420 - logits_profile_predictions_loss: 610.3755 - logcount_predictions_loss: 0.3579 37/2430 [..............................] - ETA: 22:39 - loss: 614.8196 - logits_profile_predictions_loss: 610.4455 - logcount_predictions_loss: 0.3585 38/2430 [..............................] - ETA: 22:39 - loss: 614.9364 - logits_profile_predictions_loss: 610.5543 - logcount_predictions_loss: 0.3592 39/2430 [..............................] - ETA: 22:38 - loss: 615.1510 - logits_profile_predictions_loss: 610.7613 - logcount_predictions_loss: 0.3598 40/2430 [..............................] - ETA: 22:38 - loss: 615.3257 - logits_profile_predictions_loss: 610.9286 - logcount_predictions_loss: 0.3604 41/2430 [..............................] - ETA: 22:37 - loss: 615.5204 - logits_profile_predictions_loss: 611.1168 - logcount_predictions_loss: 0.3609 42/2430 [..............................] - ETA: 22:36 - loss: 615.6902 - logits_profile_predictions_loss: 611.2806 - logcount_predictions_loss: 0.3614 43/2430 [..............................] - ETA: 22:36 - loss: 615.8006 - logits_profile_predictions_loss: 611.3852 - logcount_predictions_loss: 0.3619 44/2430 [..............................] - ETA: 22:35 - loss: 615.8594 - logits_profile_predictions_loss: 611.4388 - logcount_predictions_loss: 0.3623 45/2430 [..............................] - ETA: 22:35 - loss: 615.9373 - logits_profile_predictions_loss: 611.5114 - logcount_predictions_loss: 0.3628 46/2430 [..............................] - ETA: 22:34 - loss: 615.9810 - logits_profile_predictions_loss: 611.5500 - logcount_predictions_loss: 0.3632 47/2430 [..............................] - ETA: 22:34 - loss: 615.9968 - logits_profile_predictions_loss: 611.5604 - logcount_predictions_loss: 0.3636 48/2430 [..............................] - ETA: 22:33 - loss: 616.0103 - logits_profile_predictions_loss: 611.5686 - logcount_predictions_loss: 0.3641 49/2430 [..............................] - ETA: 22:33 - loss: 616.0504 - 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[..............................] - ETA: 22:29 - loss: 616.5297 - logits_profile_predictions_loss: 612.0486 - logcount_predictions_loss: 0.3673 57/2430 [..............................] - ETA: 22:28 - loss: 616.5629 - logits_profile_predictions_loss: 612.0773 - logcount_predictions_loss: 0.3677 58/2430 [..............................] - ETA: 22:27 - loss: 616.5955 - logits_profile_predictions_loss: 612.1055 - logcount_predictions_loss: 0.3680 59/2430 [..............................] - ETA: 22:27 - loss: 616.5938 - logits_profile_predictions_loss: 612.0996 - logcount_predictions_loss: 0.3684 60/2430 [..............................] - ETA: 22:26 - loss: 616.6320 - logits_profile_predictions_loss: 612.1334 - logcount_predictions_loss: 0.3687 61/2430 [..............................] - ETA: 22:26 - loss: 616.6494 - logits_profile_predictions_loss: 612.1462 - logcount_predictions_loss: 0.3691 62/2430 [..............................] - ETA: 22:25 - loss: 616.6551 - logits_profile_predictions_loss: 612.1480 - logcount_predictions_loss: 0.3694 63/2430 [..............................] - ETA: 22:25 - loss: 616.6504 - logits_profile_predictions_loss: 612.1400 - logcount_predictions_loss: 0.3697 64/2430 [..............................] - ETA: 22:24 - loss: 616.6425 - logits_profile_predictions_loss: 612.1288 - logcount_predictions_loss: 0.3700 65/2430 [..............................] - ETA: 22:23 - loss: 616.6549 - logits_profile_predictions_loss: 612.1377 - logcount_predictions_loss: 0.3703 66/2430 [..............................] - ETA: 22:23 - loss: 616.6491 - logits_profile_predictions_loss: 612.1289 - logcount_predictions_loss: 0.3705 67/2430 [..............................] - ETA: 22:22 - loss: 616.6371 - logits_profile_predictions_loss: 612.1138 - logcount_predictions_loss: 0.3708 68/2430 [..............................] - ETA: 22:22 - loss: 616.6475 - logits_profile_predictions_loss: 612.1207 - logcount_predictions_loss: 0.3710 69/2430 [..............................] - ETA: 22:21 - loss: 616.6442 - logits_profile_predictions_loss: 612.1142 - logcount_predictions_loss: 0.3713 70/2430 [..............................] - ETA: 22:21 - loss: 616.6376 - logits_profile_predictions_loss: 612.1046 - logcount_predictions_loss: 0.3716 71/2430 [..............................] - ETA: 22:20 - loss: 616.6330 - logits_profile_predictions_loss: 612.0972 - logcount_predictions_loss: 0.3718 72/2430 [..............................] - ETA: 22:19 - loss: 616.6185 - logits_profile_predictions_loss: 612.0803 - logcount_predictions_loss: 0.3720 73/2430 [..............................] - ETA: 22:19 - loss: 616.6064 - logits_profile_predictions_loss: 612.0659 - logcount_predictions_loss: 0.3722 74/2430 [..............................] - ETA: 22:18 - loss: 616.5706 - logits_profile_predictions_loss: 612.0280 - logcount_predictions_loss: 0.3723 75/2430 [..............................] - ETA: 22:18 - loss: 616.5384 - 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[>.............................] - ETA: 22:06 - loss: 616.1001 - logits_profile_predictions_loss: 611.5195 - logcount_predictions_loss: 0.3755 96/2430 [>.............................] - ETA: 22:06 - loss: 616.0916 - logits_profile_predictions_loss: 611.5096 - logcount_predictions_loss: 0.3756 97/2430 [>.............................] - ETA: 22:05 - loss: 616.0938 - logits_profile_predictions_loss: 611.5104 - logcount_predictions_loss: 0.3757 98/2430 [>.............................] - ETA: 22:05 - loss: 616.0925 - logits_profile_predictions_loss: 611.5079 - logcount_predictions_loss: 0.3758 99/2430 [>.............................] - ETA: 22:04 - loss: 616.1058 - logits_profile_predictions_loss: 611.5200 - logcount_predictions_loss: 0.3759 100/2430 [>.............................] - ETA: 22:04 - loss: 616.1493 - logits_profile_predictions_loss: 611.5622 - logcount_predictions_loss: 0.3760 101/2430 [>.............................] - ETA: 22:03 - loss: 616.2098 - 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[==>...........................] - ETA: 20:16 - loss: 622.9508 - logits_profile_predictions_loss: 618.3374 - logcount_predictions_loss: 0.3782 291/2430 [==>...........................] - ETA: 20:15 - loss: 622.9755 - logits_profile_predictions_loss: 618.3625 - logcount_predictions_loss: 0.3781 292/2430 [==>...........................] - ETA: 20:15 - loss: 623.0008 - logits_profile_predictions_loss: 618.3883 - logcount_predictions_loss: 0.3781 293/2430 [==>...........................] - ETA: 20:14 - loss: 623.0269 - logits_profile_predictions_loss: 618.4146 - logcount_predictions_loss: 0.3781 294/2430 [==>...........................] - ETA: 20:14 - loss: 623.0536 - logits_profile_predictions_loss: 618.4417 - logcount_predictions_loss: 0.3780 295/2430 [==>...........................] - ETA: 20:13 - loss: 623.0801 - logits_profile_predictions_loss: 618.4685 - logcount_predictions_loss: 0.3780 296/2430 [==>...........................] - ETA: 20:12 - loss: 623.1064 - 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[==>...........................] - ETA: 20:09 - loss: 623.2900 - logits_profile_predictions_loss: 618.6810 - logcount_predictions_loss: 0.3778 304/2430 [==>...........................] - ETA: 20:08 - loss: 623.3166 - logits_profile_predictions_loss: 618.7079 - logcount_predictions_loss: 0.3778 305/2430 [==>...........................] - ETA: 20:07 - loss: 623.3427 - logits_profile_predictions_loss: 618.7343 - logcount_predictions_loss: 0.3778 306/2430 [==>...........................] - ETA: 20:07 - loss: 623.3686 - logits_profile_predictions_loss: 618.7605 - logcount_predictions_loss: 0.3777 307/2430 [==>...........................] - ETA: 20:06 - loss: 623.3950 - logits_profile_predictions_loss: 618.7872 - logcount_predictions_loss: 0.3777 308/2430 [==>...........................] - ETA: 20:06 - loss: 623.4207 - logits_profile_predictions_loss: 618.8131 - logcount_predictions_loss: 0.3777 309/2430 [==>...........................] - ETA: 20:05 - loss: 623.4477 - 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[==>...........................] - ETA: 20:01 - loss: 623.6244 - logits_profile_predictions_loss: 619.0190 - logcount_predictions_loss: 0.3775 317/2430 [==>...........................] - ETA: 20:01 - loss: 623.6470 - logits_profile_predictions_loss: 619.0419 - logcount_predictions_loss: 0.3775 318/2430 [==>...........................] - ETA: 20:00 - loss: 623.6687 - logits_profile_predictions_loss: 619.0639 - logcount_predictions_loss: 0.3775 319/2430 [==>...........................] - ETA: 19:59 - loss: 623.6900 - logits_profile_predictions_loss: 619.0855 - logcount_predictions_loss: 0.3774 320/2430 [==>...........................] - ETA: 19:59 - loss: 623.7113 - logits_profile_predictions_loss: 619.1071 - logcount_predictions_loss: 0.3774 321/2430 [==>...........................] - ETA: 19:58 - loss: 623.7320 - logits_profile_predictions_loss: 619.1281 - logcount_predictions_loss: 0.3774 322/2430 [==>...........................] - ETA: 19:58 - loss: 623.7517 - 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[===>..........................] - ETA: 19:54 - loss: 623.8864 - logits_profile_predictions_loss: 619.2850 - logcount_predictions_loss: 0.3772 330/2430 [===>..........................] - ETA: 19:53 - loss: 623.9070 - logits_profile_predictions_loss: 619.3059 - logcount_predictions_loss: 0.3772 331/2430 [===>..........................] - ETA: 19:53 - loss: 623.9270 - logits_profile_predictions_loss: 619.3262 - logcount_predictions_loss: 0.3771 332/2430 [===>..........................] - ETA: 19:52 - loss: 623.9463 - logits_profile_predictions_loss: 619.3458 - logcount_predictions_loss: 0.3771 333/2430 [===>..........................] - ETA: 19:52 - loss: 623.9655 - logits_profile_predictions_loss: 619.3653 - logcount_predictions_loss: 0.3771 334/2430 [===>..........................] - ETA: 19:51 - loss: 623.9846 - logits_profile_predictions_loss: 619.3847 - logcount_predictions_loss: 0.3771 335/2430 [===>..........................] - ETA: 19:50 - loss: 624.0028 - 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625.8239 - logcount_predictions_loss: 0.3717 2417/2430 [============================>.] - ETA: 7s - loss: 630.3594 - logits_profile_predictions_loss: 625.8244 - logcount_predictions_loss: 0.3717 2418/2430 [============================>.] - ETA: 6s - loss: 630.3599 - logits_profile_predictions_loss: 625.8249 - logcount_predictions_loss: 0.3717 2419/2430 [============================>.] - ETA: 6s - loss: 630.3605 - logits_profile_predictions_loss: 625.8254 - logcount_predictions_loss: 0.3717 2420/2430 [============================>.] - ETA: 5s - loss: 630.3610 - logits_profile_predictions_loss: 625.8260 - logcount_predictions_loss: 0.3717 2421/2430 [============================>.] - ETA: 5s - loss: 630.3615 - logits_profile_predictions_loss: 625.8265 - logcount_predictions_loss: 0.3717 2422/2430 [============================>.] - ETA: 4s - loss: 630.3620 - logits_profile_predictions_loss: 625.8270 - logcount_predictions_loss: 0.3717 2423/2430 [============================>.] - ETA: 3s - loss: 630.3626 - logits_profile_predictions_loss: 625.8276 - logcount_predictions_loss: 0.3717 2424/2430 [============================>.] - ETA: 3s - loss: 630.3631 - logits_profile_predictions_loss: 625.8281 - logcount_predictions_loss: 0.3717 2425/2430 [============================>.] - ETA: 2s - loss: 630.3636 - logits_profile_predictions_loss: 625.8286 - logcount_predictions_loss: 0.3717 2426/2430 [============================>.] - ETA: 2s - loss: 630.3641 - logits_profile_predictions_loss: 625.8291 - logcount_predictions_loss: 0.3717 2427/2430 [============================>.] - ETA: 1s - loss: 630.3647 - logits_profile_predictions_loss: 625.8297 - logcount_predictions_loss: 0.3717 2428/2430 [============================>.] - ETA: 1s - loss: 630.3652 - logits_profile_predictions_loss: 625.8302 - logcount_predictions_loss: 0.3717 2429/2430 [============================>.] - ETA: 0s - loss: 630.3658 - logits_profile_predictions_loss: 625.8308 - logcount_predictions_loss: 0.3717 2430/2430 [==============================] - ETA: 0s - loss: 630.3663 - logits_profile_predictions_loss: 625.8313 - logcount_predictions_loss: 0.3717 2430/2430 [==============================] - 1432s 589ms/step - loss: 630.3668 - logits_profile_predictions_loss: 625.8318 - logcount_predictions_loss: 0.3717 - val_loss: 640.4586 - val_logits_profile_predictions_loss: 635.8480 - val_logcount_predictions_loss: 0.3779 Epoch 00008: val_loss improved from 643.25623 to 640.45856, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR731KDL//chrombppnet_model_encsr283tme_bias_fold_3/chrombpnet.h5 Epoch 9/50 1/2430 [..............................] - ETA: 23:49 - loss: 455.2248 - logits_profile_predictions_loss: 450.2220 - logcount_predictions_loss: 0.4101 2/2430 [..............................] - ETA: 23:00 - loss: 510.6627 - logits_profile_predictions_loss: 505.9098 - logcount_predictions_loss: 0.3896 3/2430 [..............................] - ETA: 22:59 - loss: 534.3339 - logits_profile_predictions_loss: 529.7227 - logcount_predictions_loss: 0.3780 4/2430 [..............................] - ETA: 22:58 - loss: 546.2067 - logits_profile_predictions_loss: 541.5971 - logcount_predictions_loss: 0.3778 5/2430 [..............................] - ETA: 22:58 - loss: 555.0265 - logits_profile_predictions_loss: 550.2797 - logcount_predictions_loss: 0.3891 6/2430 [..............................] - ETA: 22:57 - loss: 563.0816 - logits_profile_predictions_loss: 558.2412 - logcount_predictions_loss: 0.3968 7/2430 [..............................] - ETA: 22:56 - loss: 572.2371 - logits_profile_predictions_loss: 567.3527 - logcount_predictions_loss: 0.4004 8/2430 [..............................] - ETA: 22:56 - loss: 579.3714 - logits_profile_predictions_loss: 574.4763 - logcount_predictions_loss: 0.4012 9/2430 [..............................] - ETA: 22:55 - loss: 586.3008 - logits_profile_predictions_loss: 581.3827 - logcount_predictions_loss: 0.4031 10/2430 [..............................] - ETA: 22:55 - loss: 591.4117 - logits_profile_predictions_loss: 586.4857 - logcount_predictions_loss: 0.4038 11/2430 [..............................] - ETA: 22:54 - loss: 595.2099 - logits_profile_predictions_loss: 590.2783 - logcount_predictions_loss: 0.4042 12/2430 [..............................] - ETA: 22:54 - loss: 597.9465 - logits_profile_predictions_loss: 593.0026 - logcount_predictions_loss: 0.4052 13/2430 [..............................] - ETA: 22:53 - loss: 600.6343 - logits_profile_predictions_loss: 595.6609 - logcount_predictions_loss: 0.4077 14/2430 [..............................] - ETA: 22:53 - loss: 602.4164 - logits_profile_predictions_loss: 597.4272 - logcount_predictions_loss: 0.4090 15/2430 [..............................] - ETA: 22:52 - loss: 603.9215 - logits_profile_predictions_loss: 598.9245 - logcount_predictions_loss: 0.4096 16/2430 [..............................] - ETA: 22:52 - loss: 605.5091 - logits_profile_predictions_loss: 600.5105 - logcount_predictions_loss: 0.4097 17/2430 [..............................] - ETA: 22:51 - loss: 606.7677 - logits_profile_predictions_loss: 601.7692 - logcount_predictions_loss: 0.4097 18/2430 [..............................] - ETA: 22:50 - loss: 607.6319 - logits_profile_predictions_loss: 602.6321 - logcount_predictions_loss: 0.4098 19/2430 [..............................] - ETA: 22:50 - loss: 608.1398 - logits_profile_predictions_loss: 603.1462 - logcount_predictions_loss: 0.4093 20/2430 [..............................] - ETA: 22:49 - loss: 608.5197 - logits_profile_predictions_loss: 603.5344 - logcount_predictions_loss: 0.4086 21/2430 [..............................] - ETA: 22:49 - loss: 609.0399 - logits_profile_predictions_loss: 604.0609 - logcount_predictions_loss: 0.4081 22/2430 [..............................] - ETA: 22:48 - loss: 609.5623 - logits_profile_predictions_loss: 604.5883 - logcount_predictions_loss: 0.4077 23/2430 [..............................] - ETA: 22:48 - loss: 610.2144 - logits_profile_predictions_loss: 605.2465 - logcount_predictions_loss: 0.4072 24/2430 [..............................] - ETA: 22:47 - loss: 610.9208 - logits_profile_predictions_loss: 605.9613 - logcount_predictions_loss: 0.4065 25/2430 [..............................] - ETA: 22:46 - loss: 611.6500 - logits_profile_predictions_loss: 606.6995 - logcount_predictions_loss: 0.4058 26/2430 [..............................] - ETA: 22:46 - loss: 612.2573 - logits_profile_predictions_loss: 607.3159 - logcount_predictions_loss: 0.4050 27/2430 [..............................] - ETA: 22:45 - loss: 612.7992 - logits_profile_predictions_loss: 607.8661 - logcount_predictions_loss: 0.4043 28/2430 [..............................] - ETA: 22:45 - loss: 613.4527 - logits_profile_predictions_loss: 608.5283 - logcount_predictions_loss: 0.4036 29/2430 [..............................] - ETA: 22:44 - loss: 614.2168 - logits_profile_predictions_loss: 609.3030 - logcount_predictions_loss: 0.4028 30/2430 [..............................] - ETA: 22:44 - loss: 614.9224 - logits_profile_predictions_loss: 610.0195 - logcount_predictions_loss: 0.4019 31/2430 [..............................] - ETA: 22:43 - loss: 615.5513 - logits_profile_predictions_loss: 610.6575 - logcount_predictions_loss: 0.4011 32/2430 [..............................] - ETA: 22:42 - loss: 616.0844 - logits_profile_predictions_loss: 611.2009 - logcount_predictions_loss: 0.4003 33/2430 [..............................] - ETA: 22:42 - loss: 616.5318 - logits_profile_predictions_loss: 611.6582 - logcount_predictions_loss: 0.3995 34/2430 [..............................] - ETA: 22:41 - loss: 616.9104 - logits_profile_predictions_loss: 612.0472 - logcount_predictions_loss: 0.3986 35/2430 [..............................] - ETA: 22:41 - loss: 617.2870 - logits_profile_predictions_loss: 612.4323 - logcount_predictions_loss: 0.3979 36/2430 [..............................] - ETA: 22:40 - loss: 617.6679 - logits_profile_predictions_loss: 612.8212 - logcount_predictions_loss: 0.3973 37/2430 [..............................] - ETA: 22:40 - loss: 617.9875 - logits_profile_predictions_loss: 613.1479 - logcount_predictions_loss: 0.3967 38/2430 [..............................] - ETA: 22:39 - loss: 618.3210 - logits_profile_predictions_loss: 613.4888 - logcount_predictions_loss: 0.3961 39/2430 [..............................] - ETA: 22:39 - loss: 618.5474 - logits_profile_predictions_loss: 613.7234 - logcount_predictions_loss: 0.3954 40/2430 [..............................] - ETA: 22:38 - loss: 618.6839 - logits_profile_predictions_loss: 613.8685 - logcount_predictions_loss: 0.3947 41/2430 [..............................] - ETA: 22:37 - loss: 618.8461 - logits_profile_predictions_loss: 614.0386 - logcount_predictions_loss: 0.3941 42/2430 [..............................] - ETA: 22:37 - loss: 619.0532 - logits_profile_predictions_loss: 614.2529 - logcount_predictions_loss: 0.3935 43/2430 [..............................] - ETA: 22:36 - loss: 619.2192 - logits_profile_predictions_loss: 614.4248 - logcount_predictions_loss: 0.3930 44/2430 [..............................] - ETA: 22:36 - loss: 619.3304 - logits_profile_predictions_loss: 614.5422 - logcount_predictions_loss: 0.3925 45/2430 [..............................] - ETA: 22:35 - loss: 619.4621 - logits_profile_predictions_loss: 614.6797 - logcount_predictions_loss: 0.3920 46/2430 [..............................] - ETA: 22:34 - loss: 619.6506 - logits_profile_predictions_loss: 614.8747 - logcount_predictions_loss: 0.3915 47/2430 [..............................] - ETA: 22:34 - loss: 619.8381 - logits_profile_predictions_loss: 615.0676 - logcount_predictions_loss: 0.3910 48/2430 [..............................] - ETA: 22:33 - loss: 619.9647 - logits_profile_predictions_loss: 615.1994 - logcount_predictions_loss: 0.3906 49/2430 [..............................] - ETA: 22:33 - loss: 620.0843 - logits_profile_predictions_loss: 615.3236 - logcount_predictions_loss: 0.3902 50/2430 [..............................] - ETA: 22:32 - loss: 620.2023 - logits_profile_predictions_loss: 615.4459 - logcount_predictions_loss: 0.3899 51/2430 [..............................] - ETA: 22:32 - loss: 620.3373 - logits_profile_predictions_loss: 615.5853 - logcount_predictions_loss: 0.3895 52/2430 [..............................] - ETA: 22:31 - loss: 620.5217 - logits_profile_predictions_loss: 615.7731 - logcount_predictions_loss: 0.3892 53/2430 [..............................] - ETA: 22:30 - loss: 620.6867 - logits_profile_predictions_loss: 615.9418 - logcount_predictions_loss: 0.3889 54/2430 [..............................] - ETA: 22:30 - loss: 620.8355 - logits_profile_predictions_loss: 616.0945 - logcount_predictions_loss: 0.3886 55/2430 [..............................] - ETA: 22:29 - loss: 620.9883 - logits_profile_predictions_loss: 616.2508 - logcount_predictions_loss: 0.3883 56/2430 [..............................] - ETA: 22:29 - loss: 621.1575 - logits_profile_predictions_loss: 616.4237 - logcount_predictions_loss: 0.3880 57/2430 [..............................] - ETA: 22:28 - loss: 621.3512 - logits_profile_predictions_loss: 616.6208 - logcount_predictions_loss: 0.3877 58/2430 [..............................] - ETA: 22:28 - loss: 621.5166 - logits_profile_predictions_loss: 616.7899 - logcount_predictions_loss: 0.3874 59/2430 [..............................] - ETA: 22:27 - loss: 621.6703 - logits_profile_predictions_loss: 616.9474 - logcount_predictions_loss: 0.3871 60/2430 [..............................] - ETA: 22:26 - loss: 621.8013 - logits_profile_predictions_loss: 617.0825 - logcount_predictions_loss: 0.3868 61/2430 [..............................] - ETA: 22:26 - loss: 621.9353 - logits_profile_predictions_loss: 617.2204 - logcount_predictions_loss: 0.3865 62/2430 [..............................] - ETA: 22:25 - loss: 622.0586 - logits_profile_predictions_loss: 617.3476 - logcount_predictions_loss: 0.3861 63/2430 [..............................] - ETA: 22:25 - loss: 622.1671 - logits_profile_predictions_loss: 617.4600 - logcount_predictions_loss: 0.3858 64/2430 [..............................] - ETA: 22:24 - loss: 622.2888 - logits_profile_predictions_loss: 617.5859 - logcount_predictions_loss: 0.3855 65/2430 [..............................] - ETA: 22:24 - loss: 622.4350 - logits_profile_predictions_loss: 617.7362 - logcount_predictions_loss: 0.3851 66/2430 [..............................] - ETA: 22:23 - loss: 622.5782 - logits_profile_predictions_loss: 617.8839 - logcount_predictions_loss: 0.3848 67/2430 [..............................] - ETA: 22:22 - loss: 622.7384 - logits_profile_predictions_loss: 618.0481 - logcount_predictions_loss: 0.3844 68/2430 [..............................] - ETA: 22:22 - loss: 622.9168 - logits_profile_predictions_loss: 618.2302 - logcount_predictions_loss: 0.3842 69/2430 [..............................] - ETA: 22:21 - loss: 623.0858 - logits_profile_predictions_loss: 618.4024 - logcount_predictions_loss: 0.3839 70/2430 [..............................] - ETA: 22:21 - loss: 623.2471 - logits_profile_predictions_loss: 618.5674 - logcount_predictions_loss: 0.3836 71/2430 [..............................] - ETA: 22:20 - loss: 623.4201 - logits_profile_predictions_loss: 618.7439 - logcount_predictions_loss: 0.3833 72/2430 [..............................] - ETA: 22:20 - loss: 623.5985 - logits_profile_predictions_loss: 618.9258 - logcount_predictions_loss: 0.3830 73/2430 [..............................] - ETA: 22:19 - loss: 623.7658 - logits_profile_predictions_loss: 619.0957 - logcount_predictions_loss: 0.3828 74/2430 [..............................] - ETA: 22:18 - loss: 623.9344 - logits_profile_predictions_loss: 619.2671 - logcount_predictions_loss: 0.3826 75/2430 [..............................] - ETA: 22:18 - loss: 624.0987 - logits_profile_predictions_loss: 619.4344 - logcount_predictions_loss: 0.3823 76/2430 [..............................] - ETA: 22:17 - loss: 624.2603 - logits_profile_predictions_loss: 619.5988 - logcount_predictions_loss: 0.3821 77/2430 [..............................] - ETA: 22:17 - loss: 624.4034 - logits_profile_predictions_loss: 619.7445 - logcount_predictions_loss: 0.3819 78/2430 [..............................] - ETA: 22:16 - loss: 624.5316 - logits_profile_predictions_loss: 619.8753 - logcount_predictions_loss: 0.3817 79/2430 [..............................] - ETA: 22:16 - loss: 624.6574 - logits_profile_predictions_loss: 620.0035 - logcount_predictions_loss: 0.3815 80/2430 [..............................] - ETA: 22:15 - loss: 624.7710 - logits_profile_predictions_loss: 620.1195 - logcount_predictions_loss: 0.3813 81/2430 [>.............................] - ETA: 22:14 - loss: 624.8753 - 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[>.............................] - ETA: 22:10 - loss: 625.6149 - logits_profile_predictions_loss: 620.9816 - logcount_predictions_loss: 0.3798 89/2430 [>.............................] - ETA: 22:10 - loss: 625.7257 - logits_profile_predictions_loss: 621.0949 - logcount_predictions_loss: 0.3796 90/2430 [>.............................] - ETA: 22:09 - loss: 625.8278 - logits_profile_predictions_loss: 621.1995 - logcount_predictions_loss: 0.3794 91/2430 [>.............................] - ETA: 22:09 - loss: 625.9250 - logits_profile_predictions_loss: 621.2991 - logcount_predictions_loss: 0.3792 92/2430 [>.............................] - ETA: 22:08 - loss: 626.0174 - logits_profile_predictions_loss: 621.3942 - logcount_predictions_loss: 0.3790 93/2430 [>.............................] - ETA: 22:08 - loss: 626.0999 - logits_profile_predictions_loss: 621.4795 - logcount_predictions_loss: 0.3787 94/2430 [>.............................] - ETA: 22:07 - loss: 626.1742 - 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[>.............................] - ETA: 22:03 - loss: 626.7376 - logits_profile_predictions_loss: 622.1400 - logcount_predictions_loss: 0.3768 102/2430 [>.............................] - ETA: 22:02 - loss: 626.8108 - logits_profile_predictions_loss: 622.2161 - logcount_predictions_loss: 0.3766 103/2430 [>.............................] - ETA: 22:02 - loss: 626.8861 - logits_profile_predictions_loss: 622.2943 - logcount_predictions_loss: 0.3764 104/2430 [>.............................] - ETA: 22:01 - loss: 626.9677 - logits_profile_predictions_loss: 622.3786 - logcount_predictions_loss: 0.3762 105/2430 [>.............................] - ETA: 22:01 - loss: 627.0528 - logits_profile_predictions_loss: 622.4664 - logcount_predictions_loss: 0.3759 106/2430 [>.............................] - ETA: 22:00 - loss: 627.1379 - logits_profile_predictions_loss: 622.5543 - logcount_predictions_loss: 0.3757 107/2430 [>.............................] - ETA: 22:00 - loss: 627.2240 - logits_profile_predictions_loss: 622.6430 - logcount_predictions_loss: 0.3755 108/2430 [>.............................] - ETA: 21:59 - loss: 627.3151 - logits_profile_predictions_loss: 622.7366 - logcount_predictions_loss: 0.3753 109/2430 [>.............................] - ETA: 21:58 - loss: 627.4078 - logits_profile_predictions_loss: 622.8318 - logcount_predictions_loss: 0.3751 110/2430 [>.............................] - ETA: 21:58 - loss: 627.4946 - logits_profile_predictions_loss: 622.9210 - logcount_predictions_loss: 0.3749 111/2430 [>.............................] - ETA: 21:57 - loss: 627.5795 - logits_profile_predictions_loss: 623.0082 - logcount_predictions_loss: 0.3747 112/2430 [>.............................] - ETA: 21:57 - loss: 627.6620 - logits_profile_predictions_loss: 623.0930 - logcount_predictions_loss: 0.3745 113/2430 [>.............................] - ETA: 21:56 - loss: 627.7394 - logits_profile_predictions_loss: 623.1727 - logcount_predictions_loss: 0.3743 114/2430 [>.............................] - ETA: 21:56 - loss: 627.8157 - logits_profile_predictions_loss: 623.2514 - logcount_predictions_loss: 0.3741 115/2430 [>.............................] - ETA: 21:55 - loss: 627.8815 - logits_profile_predictions_loss: 623.3196 - logcount_predictions_loss: 0.3739 116/2430 [>.............................] - ETA: 21:55 - loss: 627.9465 - logits_profile_predictions_loss: 623.3870 - logcount_predictions_loss: 0.3737 117/2430 [>.............................] - ETA: 21:54 - loss: 628.0120 - logits_profile_predictions_loss: 623.4548 - logcount_predictions_loss: 0.3735 118/2430 [>.............................] - ETA: 21:53 - loss: 628.0726 - logits_profile_predictions_loss: 623.5178 - logcount_predictions_loss: 0.3733 119/2430 [>.............................] - ETA: 21:53 - loss: 628.1221 - logits_profile_predictions_loss: 623.5698 - logcount_predictions_loss: 0.3731 120/2430 [>.............................] - ETA: 21:52 - loss: 628.1695 - 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[>.............................] - ETA: 21:34 - loss: 629.8617 - logits_profile_predictions_loss: 625.3667 - logcount_predictions_loss: 0.3685 154/2430 [>.............................] - ETA: 21:33 - loss: 629.8985 - logits_profile_predictions_loss: 625.4046 - logcount_predictions_loss: 0.3684 155/2430 [>.............................] - ETA: 21:33 - loss: 629.9387 - logits_profile_predictions_loss: 625.4459 - logcount_predictions_loss: 0.3683 156/2430 [>.............................] - ETA: 21:32 - loss: 629.9752 - logits_profile_predictions_loss: 625.4835 - logcount_predictions_loss: 0.3682 157/2430 [>.............................] - ETA: 21:32 - loss: 630.0086 - logits_profile_predictions_loss: 625.5181 - logcount_predictions_loss: 0.3681 158/2430 [>.............................] - ETA: 21:31 - loss: 630.0371 - logits_profile_predictions_loss: 625.5478 - logcount_predictions_loss: 0.3680 159/2430 [>.............................] - ETA: 21:30 - loss: 630.0656 - 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logits_profile_predictions_loss: 626.0212 - logcount_predictions_loss: 0.3667 173/2430 [=>............................] - ETA: 21:22 - loss: 630.5182 - logits_profile_predictions_loss: 626.0455 - logcount_predictions_loss: 0.3666 174/2430 [=>............................] - ETA: 21:22 - loss: 630.5395 - logits_profile_predictions_loss: 626.0677 - logcount_predictions_loss: 0.3665 175/2430 [=>............................] - ETA: 21:21 - loss: 630.5583 - logits_profile_predictions_loss: 626.0875 - logcount_predictions_loss: 0.3665 176/2430 [=>............................] - ETA: 21:21 - loss: 630.5769 - logits_profile_predictions_loss: 626.1071 - logcount_predictions_loss: 0.3664 177/2430 [=>............................] - ETA: 21:20 - loss: 630.5940 - logits_profile_predictions_loss: 626.1252 - logcount_predictions_loss: 0.3663 178/2430 [=>............................] - ETA: 21:20 - loss: 630.6102 - logits_profile_predictions_loss: 626.1423 - logcount_predictions_loss: 0.3662 179/2430 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[====>.........................] - ETA: 18:51 - loss: 632.9894 - logits_profile_predictions_loss: 628.6283 - logcount_predictions_loss: 0.3575 440/2430 [====>.........................] - ETA: 18:51 - loss: 632.9935 - logits_profile_predictions_loss: 628.6324 - logcount_predictions_loss: 0.3575 441/2430 [====>.........................] - ETA: 18:50 - loss: 632.9972 - logits_profile_predictions_loss: 628.6360 - logcount_predictions_loss: 0.3575 442/2430 [====>.........................] - ETA: 18:50 - loss: 633.0015 - logits_profile_predictions_loss: 628.6404 - logcount_predictions_loss: 0.3575 443/2430 [====>.........................] - ETA: 18:49 - loss: 633.0055 - logits_profile_predictions_loss: 628.6444 - logcount_predictions_loss: 0.3575 444/2430 [====>.........................] - ETA: 18:49 - loss: 633.0095 - logits_profile_predictions_loss: 628.6484 - logcount_predictions_loss: 0.3575 445/2430 [====>.........................] - ETA: 18:48 - loss: 633.0137 - logits_profile_predictions_loss: 628.6525 - logcount_predictions_loss: 0.3575 446/2430 [====>.........................] - ETA: 18:47 - loss: 633.0174 - logits_profile_predictions_loss: 628.6563 - logcount_predictions_loss: 0.3575 447/2430 [====>.........................] - ETA: 18:47 - loss: 633.0209 - logits_profile_predictions_loss: 628.6598 - logcount_predictions_loss: 0.3575 448/2430 [====>.........................] - ETA: 18:46 - loss: 633.0244 - logits_profile_predictions_loss: 628.6633 - logcount_predictions_loss: 0.3575 449/2430 [====>.........................] - ETA: 18:46 - loss: 633.0278 - logits_profile_predictions_loss: 628.6667 - logcount_predictions_loss: 0.3575 450/2430 [====>.........................] - ETA: 18:45 - loss: 633.0308 - logits_profile_predictions_loss: 628.6698 - logcount_predictions_loss: 0.3575 451/2430 [====>.........................] - ETA: 18:45 - loss: 633.0340 - logits_profile_predictions_loss: 628.6729 - logcount_predictions_loss: 0.3575 452/2430 [====>.........................] - ETA: 18:44 - loss: 633.0371 - logits_profile_predictions_loss: 628.6761 - logcount_predictions_loss: 0.3575 453/2430 [====>.........................] - ETA: 18:43 - loss: 633.0401 - logits_profile_predictions_loss: 628.6791 - logcount_predictions_loss: 0.3575 454/2430 [====>.........................] - ETA: 18:43 - loss: 633.0425 - logits_profile_predictions_loss: 628.6816 - logcount_predictions_loss: 0.3575 455/2430 [====>.........................] - ETA: 18:42 - loss: 633.0451 - logits_profile_predictions_loss: 628.6841 - logcount_predictions_loss: 0.3575 456/2430 [====>.........................] - ETA: 18:42 - loss: 633.0476 - logits_profile_predictions_loss: 628.6867 - logcount_predictions_loss: 0.3575 457/2430 [====>.........................] - ETA: 18:41 - loss: 633.0503 - logits_profile_predictions_loss: 628.6894 - logcount_predictions_loss: 0.3575 458/2430 [====>.........................] - ETA: 18:41 - loss: 633.0527 - 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[====>.........................] - ETA: 18:37 - loss: 633.0739 - logits_profile_predictions_loss: 628.7130 - logcount_predictions_loss: 0.3575 466/2430 [====>.........................] - ETA: 18:36 - loss: 633.0766 - logits_profile_predictions_loss: 628.7157 - logcount_predictions_loss: 0.3575 467/2430 [====>.........................] - ETA: 18:36 - loss: 633.0794 - logits_profile_predictions_loss: 628.7185 - logcount_predictions_loss: 0.3575 468/2430 [====>.........................] - ETA: 18:35 - loss: 633.0817 - logits_profile_predictions_loss: 628.7208 - logcount_predictions_loss: 0.3575 469/2430 [====>.........................] - ETA: 18:34 - loss: 633.0833 - logits_profile_predictions_loss: 628.7224 - logcount_predictions_loss: 0.3575 470/2430 [====>.........................] - ETA: 18:34 - loss: 633.0848 - logits_profile_predictions_loss: 628.7239 - logcount_predictions_loss: 0.3575 471/2430 [====>.........................] - ETA: 18:33 - loss: 633.0863 - 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[====>.........................] - ETA: 18:29 - loss: 633.0953 - logits_profile_predictions_loss: 628.7344 - logcount_predictions_loss: 0.3575 479/2430 [====>.........................] - ETA: 18:29 - loss: 633.0962 - logits_profile_predictions_loss: 628.7353 - logcount_predictions_loss: 0.3575 480/2430 [====>.........................] - ETA: 18:28 - loss: 633.0969 - logits_profile_predictions_loss: 628.7359 - logcount_predictions_loss: 0.3575 481/2430 [====>.........................] - ETA: 18:28 - loss: 633.0972 - logits_profile_predictions_loss: 628.7362 - logcount_predictions_loss: 0.3575 482/2430 [====>.........................] - ETA: 18:27 - loss: 633.0970 - logits_profile_predictions_loss: 628.7361 - logcount_predictions_loss: 0.3575 483/2430 [====>.........................] - ETA: 18:26 - loss: 633.0974 - logits_profile_predictions_loss: 628.7364 - logcount_predictions_loss: 0.3575 484/2430 [====>.........................] - ETA: 18:26 - loss: 633.0976 - logits_profile_predictions_loss: 628.7365 - logcount_predictions_loss: 0.3575 485/2430 [====>.........................] - ETA: 18:25 - loss: 633.0973 - logits_profile_predictions_loss: 628.7362 - logcount_predictions_loss: 0.3575 486/2430 [=====>........................] - ETA: 18:25 - loss: 633.0973 - logits_profile_predictions_loss: 628.7362 - logcount_predictions_loss: 0.3575 487/2430 [=====>........................] - ETA: 18:24 - loss: 633.0972 - logits_profile_predictions_loss: 628.7360 - logcount_predictions_loss: 0.3575 488/2430 [=====>........................] - ETA: 18:24 - loss: 633.0975 - logits_profile_predictions_loss: 628.7364 - logcount_predictions_loss: 0.3575 489/2430 [=====>........................] - ETA: 18:23 - loss: 633.0974 - logits_profile_predictions_loss: 628.7362 - logcount_predictions_loss: 0.3575 490/2430 [=====>........................] - ETA: 18:22 - loss: 633.0968 - logits_profile_predictions_loss: 628.7356 - logcount_predictions_loss: 0.3575 491/2430 [=====>........................] - ETA: 18:22 - loss: 633.0961 - logits_profile_predictions_loss: 628.7348 - logcount_predictions_loss: 0.3575 492/2430 [=====>........................] - ETA: 18:21 - loss: 633.0951 - logits_profile_predictions_loss: 628.7338 - logcount_predictions_loss: 0.3575 493/2430 [=====>........................] - ETA: 18:21 - loss: 633.0941 - logits_profile_predictions_loss: 628.7328 - logcount_predictions_loss: 0.3575 494/2430 [=====>........................] - ETA: 18:20 - loss: 633.0929 - logits_profile_predictions_loss: 628.7315 - logcount_predictions_loss: 0.3575 495/2430 [=====>........................] - ETA: 18:20 - loss: 633.0916 - logits_profile_predictions_loss: 628.7302 - logcount_predictions_loss: 0.3575 496/2430 [=====>........................] - ETA: 18:19 - loss: 633.0903 - logits_profile_predictions_loss: 628.7289 - logcount_predictions_loss: 0.3575 497/2430 [=====>........................] - ETA: 18:18 - loss: 633.0891 - logits_profile_predictions_loss: 628.7277 - logcount_predictions_loss: 0.3575 498/2430 [=====>........................] - ETA: 18:18 - loss: 633.0883 - logits_profile_predictions_loss: 628.7269 - logcount_predictions_loss: 0.3575 499/2430 [=====>........................] - ETA: 18:17 - loss: 633.0874 - logits_profile_predictions_loss: 628.7259 - logcount_predictions_loss: 0.3575 500/2430 [=====>........................] - ETA: 18:17 - loss: 633.0864 - logits_profile_predictions_loss: 628.7249 - logcount_predictions_loss: 0.3575 501/2430 [=====>........................] - ETA: 18:16 - loss: 633.0855 - logits_profile_predictions_loss: 628.7240 - logcount_predictions_loss: 0.3575 502/2430 [=====>........................] - ETA: 18:16 - loss: 633.0845 - logits_profile_predictions_loss: 628.7229 - logcount_predictions_loss: 0.3575 503/2430 [=====>........................] - ETA: 18:15 - loss: 633.0833 - logits_profile_predictions_loss: 628.7217 - logcount_predictions_loss: 0.3575 504/2430 [=====>........................] - ETA: 18:14 - loss: 633.0822 - logits_profile_predictions_loss: 628.7206 - logcount_predictions_loss: 0.3575 505/2430 [=====>........................] - ETA: 18:14 - loss: 633.0812 - logits_profile_predictions_loss: 628.7196 - logcount_predictions_loss: 0.3575 506/2430 [=====>........................] - ETA: 18:13 - loss: 633.0801 - logits_profile_predictions_loss: 628.7185 - logcount_predictions_loss: 0.3575 507/2430 [=====>........................] - ETA: 18:13 - loss: 633.0791 - logits_profile_predictions_loss: 628.7175 - logcount_predictions_loss: 0.3575 508/2430 [=====>........................] - ETA: 18:12 - loss: 633.0783 - logits_profile_predictions_loss: 628.7166 - logcount_predictions_loss: 0.3575 509/2430 [=====>........................] - ETA: 18:12 - loss: 633.0774 - logits_profile_predictions_loss: 628.7157 - logcount_predictions_loss: 0.3575 510/2430 [=====>........................] - ETA: 18:11 - loss: 633.0770 - logits_profile_predictions_loss: 628.7153 - logcount_predictions_loss: 0.3575 511/2430 [=====>........................] - ETA: 18:10 - loss: 633.0768 - logits_profile_predictions_loss: 628.7150 - logcount_predictions_loss: 0.3575 512/2430 [=====>........................] - ETA: 18:10 - loss: 633.0766 - logits_profile_predictions_loss: 628.7148 - logcount_predictions_loss: 0.3575 513/2430 [=====>........................] - ETA: 18:09 - loss: 633.0768 - logits_profile_predictions_loss: 628.7150 - logcount_predictions_loss: 0.3575 514/2430 [=====>........................] - ETA: 18:09 - loss: 633.0767 - logits_profile_predictions_loss: 628.7148 - logcount_predictions_loss: 0.3575 515/2430 [=====>........................] - ETA: 18:08 - loss: 633.0767 - logits_profile_predictions_loss: 628.7148 - logcount_predictions_loss: 0.3575 516/2430 [=====>........................] - ETA: 18:08 - loss: 633.0769 - logits_profile_predictions_loss: 628.7149 - logcount_predictions_loss: 0.3576 517/2430 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[============================>.] - ETA: 30s - loss: 630.0861 - logits_profile_predictions_loss: 625.6992 - logcount_predictions_loss: 0.3596 2378/2430 [============================>.] - ETA: 29s - loss: 630.0856 - logits_profile_predictions_loss: 625.6986 - logcount_predictions_loss: 0.3596 2379/2430 [============================>.] - ETA: 28s - loss: 630.0850 - logits_profile_predictions_loss: 625.6981 - logcount_predictions_loss: 0.3596 2380/2430 [============================>.] - ETA: 28s - loss: 630.0845 - logits_profile_predictions_loss: 625.6976 - logcount_predictions_loss: 0.3596 2381/2430 [============================>.] - ETA: 27s - loss: 630.0840 - logits_profile_predictions_loss: 625.6970 - logcount_predictions_loss: 0.3596 2382/2430 [============================>.] - ETA: 27s - loss: 630.0835 - logits_profile_predictions_loss: 625.6965 - logcount_predictions_loss: 0.3596 2383/2430 [============================>.] - ETA: 26s - loss: 630.0830 - 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[============================>.] - ETA: 22s - loss: 630.0796 - logits_profile_predictions_loss: 625.6926 - logcount_predictions_loss: 0.3596 2391/2430 [============================>.] - ETA: 22s - loss: 630.0791 - logits_profile_predictions_loss: 625.6921 - logcount_predictions_loss: 0.3596 2392/2430 [============================>.] - ETA: 21s - loss: 630.0786 - logits_profile_predictions_loss: 625.6916 - logcount_predictions_loss: 0.3596 2393/2430 [============================>.] - ETA: 21s - loss: 630.0781 - logits_profile_predictions_loss: 625.6911 - logcount_predictions_loss: 0.3596 2394/2430 [============================>.] - ETA: 20s - loss: 630.0776 - logits_profile_predictions_loss: 625.6906 - logcount_predictions_loss: 0.3596 2395/2430 [============================>.] - ETA: 19s - loss: 630.0772 - logits_profile_predictions_loss: 625.6901 - logcount_predictions_loss: 0.3596 2396/2430 [============================>.] - ETA: 19s - loss: 630.0767 - 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[============================>.] - ETA: 15s - loss: 630.0733 - logits_profile_predictions_loss: 625.6862 - logcount_predictions_loss: 0.3596 2404/2430 [============================>.] - ETA: 14s - loss: 630.0728 - logits_profile_predictions_loss: 625.6857 - logcount_predictions_loss: 0.3596 2405/2430 [============================>.] - ETA: 14s - loss: 630.0723 - logits_profile_predictions_loss: 625.6852 - logcount_predictions_loss: 0.3596 2406/2430 [============================>.] - ETA: 13s - loss: 630.0719 - logits_profile_predictions_loss: 625.6848 - logcount_predictions_loss: 0.3596 2407/2430 [============================>.] - ETA: 13s - loss: 630.0714 - logits_profile_predictions_loss: 625.6843 - logcount_predictions_loss: 0.3596 2408/2430 [============================>.] - ETA: 12s - loss: 630.0710 - logits_profile_predictions_loss: 625.6838 - logcount_predictions_loss: 0.3596 2409/2430 [============================>.] - ETA: 11s - loss: 630.0705 - 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[============================>.] - ETA: 7s - loss: 630.0672 - logits_profile_predictions_loss: 625.6801 - logcount_predictions_loss: 0.3596 2417/2430 [============================>.] - ETA: 7s - loss: 630.0668 - logits_profile_predictions_loss: 625.6796 - logcount_predictions_loss: 0.3596 2418/2430 [============================>.] - ETA: 6s - loss: 630.0663 - logits_profile_predictions_loss: 625.6791 - logcount_predictions_loss: 0.3596 2419/2430 [============================>.] - ETA: 6s - loss: 630.0659 - logits_profile_predictions_loss: 625.6787 - logcount_predictions_loss: 0.3596 2420/2430 [============================>.] - ETA: 5s - loss: 630.0654 - logits_profile_predictions_loss: 625.6782 - logcount_predictions_loss: 0.3596 2421/2430 [============================>.] - ETA: 5s - loss: 630.0649 - logits_profile_predictions_loss: 625.6777 - logcount_predictions_loss: 0.3596 2422/2430 [============================>.] - ETA: 4s - loss: 630.0645 - logits_profile_predictions_loss: 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loss: 630.0614 - logits_profile_predictions_loss: 625.6741 - logcount_predictions_loss: 0.3596 2430/2430 [==============================] - ETA: 0s - loss: 630.0610 - logits_profile_predictions_loss: 625.6737 - logcount_predictions_loss: 0.3596 2430/2430 [==============================] - 1432s 589ms/step - loss: 630.0605 - logits_profile_predictions_loss: 625.6732 - logcount_predictions_loss: 0.3596 - val_loss: 641.1093 - val_logits_profile_predictions_loss: 636.4949 - val_logcount_predictions_loss: 0.3783 Epoch 00009: val_loss did not improve from 640.45856 Epoch 10/50 1/2430 [..............................] - ETA: 23:49 - loss: 697.6284 - logits_profile_predictions_loss: 693.5134 - logcount_predictions_loss: 0.3373 2/2430 [..............................] - ETA: 23:00 - loss: 703.4167 - logits_profile_predictions_loss: 699.2394 - logcount_predictions_loss: 0.3424 3/2430 [..............................] - ETA: 22:59 - loss: 697.2897 - logits_profile_predictions_loss: 693.1696 - logcount_predictions_loss: 0.3377 4/2430 [..............................] - ETA: 22:59 - loss: 693.0572 - logits_profile_predictions_loss: 688.9137 - logcount_predictions_loss: 0.3396 5/2430 [..............................] - ETA: 22:58 - loss: 685.5071 - logits_profile_predictions_loss: 681.3886 - logcount_predictions_loss: 0.3376 6/2430 [..............................] - ETA: 22:57 - loss: 678.4598 - logits_profile_predictions_loss: 674.2849 - logcount_predictions_loss: 0.3422 7/2430 [..............................] - ETA: 22:57 - loss: 672.9693 - logits_profile_predictions_loss: 668.7184 - logcount_predictions_loss: 0.3484 8/2430 [..............................] - ETA: 22:56 - loss: 668.4229 - logits_profile_predictions_loss: 664.1195 - logcount_predictions_loss: 0.3527 9/2430 [..............................] - ETA: 22:56 - loss: 664.5515 - logits_profile_predictions_loss: 660.2215 - logcount_predictions_loss: 0.3549 10/2430 [..............................] - ETA: 22:55 - loss: 661.2594 - logits_profile_predictions_loss: 656.9162 - logcount_predictions_loss: 0.3560 11/2430 [..............................] - ETA: 22:54 - loss: 657.4217 - logits_profile_predictions_loss: 653.0796 - logcount_predictions_loss: 0.3559 12/2430 [..............................] - ETA: 22:54 - loss: 653.8337 - logits_profile_predictions_loss: 649.4991 - logcount_predictions_loss: 0.3553 13/2430 [..............................] - ETA: 22:53 - loss: 651.2086 - logits_profile_predictions_loss: 646.8832 - logcount_predictions_loss: 0.3545 14/2430 [..............................] - ETA: 22:53 - loss: 648.5191 - logits_profile_predictions_loss: 644.2026 - logcount_predictions_loss: 0.3538 15/2430 [..............................] - ETA: 22:52 - loss: 646.2096 - logits_profile_predictions_loss: 641.8994 - logcount_predictions_loss: 0.3533 16/2430 [..............................] - ETA: 22:52 - loss: 644.8248 - logits_profile_predictions_loss: 640.5194 - logcount_predictions_loss: 0.3529 17/2430 [..............................] - ETA: 22:51 - loss: 643.7236 - logits_profile_predictions_loss: 639.4217 - logcount_predictions_loss: 0.3526 18/2430 [..............................] - ETA: 22:50 - loss: 642.8973 - logits_profile_predictions_loss: 638.5976 - logcount_predictions_loss: 0.3524 19/2430 [..............................] - ETA: 22:50 - loss: 642.1778 - logits_profile_predictions_loss: 637.8796 - logcount_predictions_loss: 0.3523 20/2430 [..............................] - ETA: 22:49 - loss: 641.7751 - logits_profile_predictions_loss: 637.4749 - logcount_predictions_loss: 0.3525 21/2430 [..............................] - ETA: 22:49 - loss: 641.2339 - logits_profile_predictions_loss: 636.9269 - logcount_predictions_loss: 0.3530 22/2430 [..............................] - ETA: 22:48 - loss: 641.1626 - logits_profile_predictions_loss: 636.8488 - logcount_predictions_loss: 0.3536 23/2430 [..............................] - ETA: 22:48 - loss: 641.2353 - logits_profile_predictions_loss: 636.9158 - logcount_predictions_loss: 0.3541 24/2430 [..............................] - ETA: 22:47 - loss: 641.1386 - logits_profile_predictions_loss: 636.8145 - logcount_predictions_loss: 0.3544 25/2430 [..............................] - ETA: 22:47 - loss: 641.0047 - logits_profile_predictions_loss: 636.6781 - logcount_predictions_loss: 0.3546 26/2430 [..............................] - ETA: 22:46 - loss: 640.9077 - logits_profile_predictions_loss: 636.5791 - logcount_predictions_loss: 0.3548 27/2430 [..............................] - ETA: 22:45 - loss: 640.7752 - logits_profile_predictions_loss: 636.4460 - logcount_predictions_loss: 0.3549 28/2430 [..............................] - ETA: 22:45 - loss: 640.6758 - logits_profile_predictions_loss: 636.3479 - logcount_predictions_loss: 0.3548 29/2430 [..............................] - ETA: 22:44 - loss: 640.6867 - logits_profile_predictions_loss: 636.3592 - logcount_predictions_loss: 0.3547 30/2430 [..............................] - ETA: 22:44 - loss: 640.6134 - logits_profile_predictions_loss: 636.2850 - logcount_predictions_loss: 0.3548 31/2430 [..............................] - ETA: 22:43 - loss: 640.5459 - logits_profile_predictions_loss: 636.2166 - logcount_predictions_loss: 0.3549 32/2430 [..............................] - ETA: 22:43 - loss: 640.5257 - logits_profile_predictions_loss: 636.1964 - logcount_predictions_loss: 0.3549 33/2430 [..............................] - ETA: 22:42 - loss: 640.4781 - logits_profile_predictions_loss: 636.1483 - logcount_predictions_loss: 0.3549 34/2430 [..............................] - ETA: 22:41 - loss: 640.3847 - logits_profile_predictions_loss: 636.0551 - logcount_predictions_loss: 0.3549 35/2430 [..............................] - ETA: 22:41 - loss: 640.2248 - logits_profile_predictions_loss: 635.8946 - logcount_predictions_loss: 0.3549 36/2430 [..............................] - ETA: 22:40 - loss: 640.0444 - logits_profile_predictions_loss: 635.7141 - logcount_predictions_loss: 0.3549 37/2430 [..............................] - ETA: 22:40 - loss: 639.9442 - logits_profile_predictions_loss: 635.6126 - logcount_predictions_loss: 0.3550 38/2430 [..............................] - ETA: 22:39 - loss: 639.8229 - logits_profile_predictions_loss: 635.4911 - logcount_predictions_loss: 0.3551 39/2430 [..............................] - ETA: 22:39 - loss: 639.6971 - logits_profile_predictions_loss: 635.3648 - logcount_predictions_loss: 0.3551 40/2430 [..............................] - ETA: 22:38 - loss: 639.5877 - logits_profile_predictions_loss: 635.2536 - logcount_predictions_loss: 0.3553 41/2430 [..............................] - ETA: 22:37 - loss: 639.5024 - logits_profile_predictions_loss: 635.1667 - logcount_predictions_loss: 0.3554 42/2430 [..............................] - ETA: 22:37 - loss: 639.3964 - logits_profile_predictions_loss: 635.0601 - logcount_predictions_loss: 0.3554 43/2430 [..............................] - ETA: 22:36 - loss: 639.3319 - logits_profile_predictions_loss: 634.9948 - logcount_predictions_loss: 0.3555 44/2430 [..............................] - ETA: 22:36 - loss: 639.3313 - logits_profile_predictions_loss: 634.9940 - logcount_predictions_loss: 0.3555 45/2430 [..............................] - ETA: 22:35 - loss: 639.2937 - logits_profile_predictions_loss: 634.9567 - logcount_predictions_loss: 0.3555 46/2430 [..............................] - ETA: 22:35 - loss: 639.2579 - logits_profile_predictions_loss: 634.9210 - logcount_predictions_loss: 0.3555 47/2430 [..............................] - ETA: 22:34 - loss: 639.2018 - logits_profile_predictions_loss: 634.8649 - logcount_predictions_loss: 0.3555 48/2430 [..............................] - ETA: 22:33 - loss: 639.1423 - logits_profile_predictions_loss: 634.8061 - logcount_predictions_loss: 0.3554 49/2430 [..............................] - ETA: 22:33 - loss: 639.1014 - logits_profile_predictions_loss: 634.7666 - logcount_predictions_loss: 0.3553 50/2430 [..............................] - ETA: 22:32 - loss: 639.0419 - logits_profile_predictions_loss: 634.7087 - logcount_predictions_loss: 0.3552 51/2430 [..............................] - ETA: 22:32 - loss: 638.9405 - logits_profile_predictions_loss: 634.6089 - logcount_predictions_loss: 0.3550 52/2430 [..............................] - ETA: 22:31 - loss: 638.8580 - logits_profile_predictions_loss: 634.5276 - logcount_predictions_loss: 0.3550 53/2430 [..............................] - ETA: 22:31 - loss: 638.7831 - logits_profile_predictions_loss: 634.4537 - logcount_predictions_loss: 0.3549 54/2430 [..............................] - ETA: 22:30 - loss: 638.6940 - logits_profile_predictions_loss: 634.3654 - logcount_predictions_loss: 0.3548 55/2430 [..............................] - ETA: 22:29 - loss: 638.5710 - logits_profile_predictions_loss: 634.2435 - logcount_predictions_loss: 0.3547 56/2430 [..............................] - ETA: 22:29 - loss: 638.4475 - logits_profile_predictions_loss: 634.1213 - logcount_predictions_loss: 0.3546 57/2430 [..............................] - ETA: 22:28 - loss: 638.3787 - logits_profile_predictions_loss: 634.0536 - logcount_predictions_loss: 0.3545 58/2430 [..............................] - ETA: 22:28 - loss: 638.3387 - logits_profile_predictions_loss: 634.0144 - logcount_predictions_loss: 0.3545 59/2430 [..............................] - ETA: 22:27 - loss: 638.2792 - logits_profile_predictions_loss: 633.9563 - logcount_predictions_loss: 0.3543 60/2430 [..............................] - ETA: 22:27 - loss: 638.1994 - logits_profile_predictions_loss: 633.8776 - logcount_predictions_loss: 0.3542 61/2430 [..............................] - ETA: 22:26 - loss: 638.1163 - logits_profile_predictions_loss: 633.7952 - logcount_predictions_loss: 0.3542 62/2430 [..............................] - ETA: 22:26 - loss: 638.0215 - logits_profile_predictions_loss: 633.7004 - logcount_predictions_loss: 0.3542 63/2430 [..............................] - ETA: 22:25 - loss: 637.9378 - logits_profile_predictions_loss: 633.6165 - logcount_predictions_loss: 0.3542 64/2430 [..............................] - ETA: 22:24 - loss: 637.8461 - logits_profile_predictions_loss: 633.5251 - logcount_predictions_loss: 0.3542 65/2430 [..............................] - ETA: 22:24 - loss: 637.7388 - logits_profile_predictions_loss: 633.4177 - logcount_predictions_loss: 0.3542 66/2430 [..............................] - ETA: 22:23 - loss: 637.6410 - logits_profile_predictions_loss: 633.3201 - logcount_predictions_loss: 0.3542 67/2430 [..............................] - ETA: 22:23 - loss: 637.5441 - logits_profile_predictions_loss: 633.2231 - logcount_predictions_loss: 0.3542 68/2430 [..............................] - ETA: 22:22 - loss: 637.4373 - logits_profile_predictions_loss: 633.1163 - logcount_predictions_loss: 0.3542 69/2430 [..............................] - ETA: 22:22 - loss: 637.3373 - logits_profile_predictions_loss: 633.0166 - logcount_predictions_loss: 0.3542 70/2430 [..............................] - ETA: 22:21 - loss: 637.2644 - logits_profile_predictions_loss: 632.9442 - logcount_predictions_loss: 0.3541 71/2430 [..............................] - ETA: 22:20 - loss: 637.1720 - logits_profile_predictions_loss: 632.8525 - logcount_predictions_loss: 0.3541 72/2430 [..............................] - ETA: 22:20 - loss: 637.0598 - logits_profile_predictions_loss: 632.7413 - logcount_predictions_loss: 0.3540 73/2430 [..............................] - ETA: 22:19 - loss: 636.9828 - logits_profile_predictions_loss: 632.6650 - logcount_predictions_loss: 0.3539 74/2430 [..............................] - ETA: 22:19 - loss: 636.8972 - logits_profile_predictions_loss: 632.5805 - logcount_predictions_loss: 0.3538 75/2430 [..............................] - ETA: 22:18 - loss: 636.8189 - logits_profile_predictions_loss: 632.5035 - logcount_predictions_loss: 0.3537 76/2430 [..............................] - ETA: 22:18 - loss: 636.7550 - logits_profile_predictions_loss: 632.4406 - logcount_predictions_loss: 0.3536 77/2430 [..............................] - ETA: 22:17 - loss: 636.6842 - logits_profile_predictions_loss: 632.3708 - logcount_predictions_loss: 0.3536 78/2430 [..............................] - ETA: 22:16 - loss: 636.6361 - logits_profile_predictions_loss: 632.3236 - logcount_predictions_loss: 0.3535 79/2430 [..............................] - ETA: 22:16 - loss: 636.5955 - logits_profile_predictions_loss: 632.2840 - logcount_predictions_loss: 0.3534 80/2430 [..............................] - ETA: 22:15 - loss: 636.5473 - logits_profile_predictions_loss: 632.2372 - logcount_predictions_loss: 0.3533 81/2430 [>.............................] - ETA: 22:15 - loss: 636.5029 - logits_profile_predictions_loss: 632.1940 - logcount_predictions_loss: 0.3532 82/2430 [>.............................] - ETA: 22:14 - loss: 636.4411 - logits_profile_predictions_loss: 632.1334 - logcount_predictions_loss: 0.3531 83/2430 [>.............................] - ETA: 22:14 - loss: 636.3712 - logits_profile_predictions_loss: 632.0647 - logcount_predictions_loss: 0.3530 84/2430 [>.............................] - ETA: 22:13 - loss: 636.2994 - logits_profile_predictions_loss: 631.9943 - logcount_predictions_loss: 0.3529 85/2430 [>.............................] - ETA: 22:12 - loss: 636.2382 - logits_profile_predictions_loss: 631.9341 - logcount_predictions_loss: 0.3528 86/2430 [>.............................] - ETA: 22:12 - loss: 636.1594 - logits_profile_predictions_loss: 631.8566 - logcount_predictions_loss: 0.3527 87/2430 [>.............................] - ETA: 22:11 - loss: 636.0962 - logits_profile_predictions_loss: 631.7945 - logcount_predictions_loss: 0.3526 88/2430 [>.............................] - ETA: 22:11 - loss: 636.0358 - logits_profile_predictions_loss: 631.7352 - logcount_predictions_loss: 0.3525 89/2430 [>.............................] - ETA: 22:10 - loss: 635.9804 - logits_profile_predictions_loss: 631.6810 - logcount_predictions_loss: 0.3524 90/2430 [>.............................] - ETA: 22:10 - loss: 635.9133 - logits_profile_predictions_loss: 631.6151 - logcount_predictions_loss: 0.3523 91/2430 [>.............................] - ETA: 22:09 - loss: 635.8338 - logits_profile_predictions_loss: 631.5368 - logcount_predictions_loss: 0.3522 92/2430 [>.............................] - ETA: 22:08 - loss: 635.7613 - logits_profile_predictions_loss: 631.4655 - logcount_predictions_loss: 0.3521 93/2430 [>.............................] - ETA: 22:08 - loss: 635.6867 - logits_profile_predictions_loss: 631.3920 - logcount_predictions_loss: 0.3520 94/2430 [>.............................] - ETA: 22:07 - loss: 635.6101 - logits_profile_predictions_loss: 631.3166 - logcount_predictions_loss: 0.3519 95/2430 [>.............................] - ETA: 22:07 - loss: 635.5307 - logits_profile_predictions_loss: 631.2383 - logcount_predictions_loss: 0.3518 96/2430 [>.............................] - ETA: 22:06 - loss: 635.4609 - logits_profile_predictions_loss: 631.1694 - logcount_predictions_loss: 0.3518 97/2430 [>.............................] - ETA: 22:06 - loss: 635.3970 - logits_profile_predictions_loss: 631.1064 - logcount_predictions_loss: 0.3517 98/2430 [>.............................] - ETA: 22:05 - loss: 635.3289 - logits_profile_predictions_loss: 631.0392 - logcount_predictions_loss: 0.3516 99/2430 [>.............................] - ETA: 22:04 - loss: 635.2511 - logits_profile_predictions_loss: 630.9625 - logcount_predictions_loss: 0.3515 100/2430 [>.............................] - ETA: 22:04 - loss: 635.1755 - logits_profile_predictions_loss: 630.8881 - logcount_predictions_loss: 0.3514 101/2430 [>.............................] - ETA: 22:03 - loss: 635.1040 - logits_profile_predictions_loss: 630.8178 - logcount_predictions_loss: 0.3513 102/2430 [>.............................] - ETA: 22:03 - loss: 635.0412 - logits_profile_predictions_loss: 630.7562 - logcount_predictions_loss: 0.3512 103/2430 [>.............................] - ETA: 22:02 - loss: 634.9791 - logits_profile_predictions_loss: 630.6952 - logcount_predictions_loss: 0.3511 104/2430 [>.............................] - ETA: 22:02 - loss: 634.9193 - logits_profile_predictions_loss: 630.6365 - logcount_predictions_loss: 0.3510 105/2430 [>.............................] - ETA: 22:01 - loss: 634.8692 - logits_profile_predictions_loss: 630.5874 - logcount_predictions_loss: 0.3510 106/2430 [>.............................] - ETA: 22:00 - loss: 634.8192 - logits_profile_predictions_loss: 630.5383 - logcount_predictions_loss: 0.3509 107/2430 [>.............................] - ETA: 22:00 - loss: 634.7655 - logits_profile_predictions_loss: 630.4855 - logcount_predictions_loss: 0.3508 108/2430 [>.............................] - ETA: 21:59 - loss: 634.7187 - logits_profile_predictions_loss: 630.4394 - logcount_predictions_loss: 0.3508 109/2430 [>.............................] - ETA: 21:59 - loss: 634.6667 - logits_profile_predictions_loss: 630.3883 - logcount_predictions_loss: 0.3507 110/2430 [>.............................] - ETA: 21:58 - loss: 634.6163 - logits_profile_predictions_loss: 630.3389 - logcount_predictions_loss: 0.3506 111/2430 [>.............................] - ETA: 21:58 - loss: 634.5714 - logits_profile_predictions_loss: 630.2947 - logcount_predictions_loss: 0.3505 112/2430 [>.............................] - ETA: 21:57 - loss: 634.5269 - logits_profile_predictions_loss: 630.2510 - logcount_predictions_loss: 0.3505 113/2430 [>.............................] - ETA: 21:56 - loss: 634.4817 - logits_profile_predictions_loss: 630.2066 - logcount_predictions_loss: 0.3504 114/2430 [>.............................] - ETA: 21:56 - loss: 634.4299 - logits_profile_predictions_loss: 630.1558 - logcount_predictions_loss: 0.3503 115/2430 [>.............................] - ETA: 21:55 - loss: 634.3826 - logits_profile_predictions_loss: 630.1092 - logcount_predictions_loss: 0.3503 116/2430 [>.............................] - ETA: 21:55 - loss: 634.3286 - logits_profile_predictions_loss: 630.0562 - logcount_predictions_loss: 0.3502 117/2430 [>.............................] - ETA: 21:54 - loss: 634.2729 - logits_profile_predictions_loss: 630.0014 - logcount_predictions_loss: 0.3501 118/2430 [>.............................] - ETA: 21:54 - loss: 634.2251 - logits_profile_predictions_loss: 629.9548 - logcount_predictions_loss: 0.3500 119/2430 [>.............................] - ETA: 21:53 - loss: 634.1735 - logits_profile_predictions_loss: 629.9041 - logcount_predictions_loss: 0.3499 120/2430 [>.............................] - ETA: 21:52 - loss: 634.1177 - logits_profile_predictions_loss: 629.8493 - logcount_predictions_loss: 0.3499 121/2430 [>.............................] - ETA: 21:52 - loss: 634.0729 - logits_profile_predictions_loss: 629.8056 - logcount_predictions_loss: 0.3498 122/2430 [>.............................] - ETA: 21:51 - loss: 634.0247 - logits_profile_predictions_loss: 629.7584 - logcount_predictions_loss: 0.3497 123/2430 [>.............................] - ETA: 21:51 - loss: 633.9764 - logits_profile_predictions_loss: 629.7112 - logcount_predictions_loss: 0.3496 124/2430 [>.............................] - ETA: 21:50 - loss: 633.9154 - logits_profile_predictions_loss: 629.6512 - logcount_predictions_loss: 0.3495 125/2430 [>.............................] - ETA: 21:50 - loss: 633.8489 - logits_profile_predictions_loss: 629.5857 - logcount_predictions_loss: 0.3494 126/2430 [>.............................] - ETA: 21:49 - loss: 633.7845 - logits_profile_predictions_loss: 629.5221 - logcount_predictions_loss: 0.3494 127/2430 [>.............................] - ETA: 21:48 - loss: 633.7229 - logits_profile_predictions_loss: 629.4612 - logcount_predictions_loss: 0.3493 128/2430 [>.............................] - ETA: 21:48 - loss: 633.6600 - logits_profile_predictions_loss: 629.3991 - logcount_predictions_loss: 0.3492 129/2430 [>.............................] - ETA: 21:47 - loss: 633.6012 - logits_profile_predictions_loss: 629.3410 - logcount_predictions_loss: 0.3492 130/2430 [>.............................] - ETA: 21:47 - loss: 633.5448 - logits_profile_predictions_loss: 629.2853 - logcount_predictions_loss: 0.3491 131/2430 [>.............................] - ETA: 21:46 - loss: 633.4948 - logits_profile_predictions_loss: 629.2359 - logcount_predictions_loss: 0.3491 132/2430 [>.............................] - ETA: 21:46 - loss: 633.4442 - logits_profile_predictions_loss: 629.1860 - logcount_predictions_loss: 0.3490 133/2430 [>.............................] - ETA: 21:45 - loss: 633.3962 - logits_profile_predictions_loss: 629.1387 - logcount_predictions_loss: 0.3490 134/2430 [>.............................] - ETA: 21:45 - loss: 633.3495 - logits_profile_predictions_loss: 629.0928 - logcount_predictions_loss: 0.3489 135/2430 [>.............................] - ETA: 21:44 - loss: 633.2976 - logits_profile_predictions_loss: 629.0416 - logcount_predictions_loss: 0.3488 136/2430 [>.............................] - ETA: 21:43 - loss: 633.2463 - logits_profile_predictions_loss: 628.9912 - logcount_predictions_loss: 0.3488 137/2430 [>.............................] - ETA: 21:43 - loss: 633.1971 - logits_profile_predictions_loss: 628.9428 - logcount_predictions_loss: 0.3487 138/2430 [>.............................] - ETA: 21:42 - loss: 633.1465 - logits_profile_predictions_loss: 628.8928 - logcount_predictions_loss: 0.3487 139/2430 [>.............................] - ETA: 21:42 - loss: 633.0930 - logits_profile_predictions_loss: 628.8400 - logcount_predictions_loss: 0.3486 140/2430 [>.............................] - ETA: 21:41 - loss: 633.0410 - logits_profile_predictions_loss: 628.7887 - logcount_predictions_loss: 0.3485 141/2430 [>.............................] - ETA: 21:41 - loss: 632.9877 - logits_profile_predictions_loss: 628.7360 - logcount_predictions_loss: 0.3485 142/2430 [>.............................] - ETA: 21:40 - loss: 632.9321 - logits_profile_predictions_loss: 628.6810 - logcount_predictions_loss: 0.3484 143/2430 [>.............................] - ETA: 21:39 - loss: 632.8799 - logits_profile_predictions_loss: 628.6294 - logcount_predictions_loss: 0.3484 144/2430 [>.............................] - ETA: 21:39 - loss: 632.8309 - logits_profile_predictions_loss: 628.5810 - logcount_predictions_loss: 0.3483 145/2430 [>.............................] - ETA: 21:38 - loss: 632.7815 - logits_profile_predictions_loss: 628.5321 - logcount_predictions_loss: 0.3483 146/2430 [>.............................] - ETA: 21:38 - loss: 632.7380 - logits_profile_predictions_loss: 628.4892 - logcount_predictions_loss: 0.3483 147/2430 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[>.............................] - ETA: 21:30 - loss: 632.2063 - logits_profile_predictions_loss: 627.9627 - logcount_predictions_loss: 0.3478 161/2430 [>.............................] - ETA: 21:29 - loss: 632.1770 - logits_profile_predictions_loss: 627.9338 - logcount_predictions_loss: 0.3478 162/2430 [=>............................] - ETA: 21:29 - loss: 632.1478 - logits_profile_predictions_loss: 627.9049 - logcount_predictions_loss: 0.3478 163/2430 [=>............................] - ETA: 21:28 - loss: 632.1168 - logits_profile_predictions_loss: 627.8743 - logcount_predictions_loss: 0.3477 164/2430 [=>............................] - ETA: 21:28 - loss: 632.0827 - logits_profile_predictions_loss: 627.8406 - logcount_predictions_loss: 0.3477 165/2430 [=>............................] - ETA: 21:27 - loss: 632.0487 - logits_profile_predictions_loss: 627.8071 - logcount_predictions_loss: 0.3477 166/2430 [=>............................] - ETA: 21:26 - loss: 632.0144 - 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[=>............................] - ETA: 21:15 - loss: 631.4514 - logits_profile_predictions_loss: 627.2139 - logcount_predictions_loss: 0.3473 187/2430 [=>............................] - ETA: 21:15 - loss: 631.4318 - logits_profile_predictions_loss: 627.1943 - logcount_predictions_loss: 0.3473 188/2430 [=>............................] - ETA: 21:14 - loss: 631.4125 - logits_profile_predictions_loss: 627.1749 - logcount_predictions_loss: 0.3473 189/2430 [=>............................] - ETA: 21:13 - loss: 631.3912 - logits_profile_predictions_loss: 627.1535 - logcount_predictions_loss: 0.3473 190/2430 [=>............................] - ETA: 21:13 - loss: 631.3698 - logits_profile_predictions_loss: 627.1320 - logcount_predictions_loss: 0.3474 191/2430 [=>............................] - ETA: 21:12 - loss: 631.3446 - logits_profile_predictions_loss: 627.1068 - logcount_predictions_loss: 0.3474 192/2430 [=>............................] - ETA: 21:12 - loss: 631.3212 - 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[=>............................] - ETA: 21:00 - loss: 631.0090 - logits_profile_predictions_loss: 626.7684 - logcount_predictions_loss: 0.3476 213/2430 [=>............................] - ETA: 21:00 - loss: 630.9975 - logits_profile_predictions_loss: 626.7566 - logcount_predictions_loss: 0.3476 214/2430 [=>............................] - ETA: 20:59 - loss: 630.9906 - logits_profile_predictions_loss: 626.7496 - logcount_predictions_loss: 0.3476 215/2430 [=>............................] - ETA: 20:59 - loss: 630.9809 - logits_profile_predictions_loss: 626.7397 - logcount_predictions_loss: 0.3476 216/2430 [=>............................] - ETA: 20:58 - loss: 630.9710 - logits_profile_predictions_loss: 626.7295 - logcount_predictions_loss: 0.3477 217/2430 [=>............................] - ETA: 20:58 - loss: 630.9592 - logits_profile_predictions_loss: 626.7177 - logcount_predictions_loss: 0.3477 218/2430 [=>............................] - ETA: 20:57 - loss: 630.9471 - 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[===>..........................] - ETA: 19:14 - loss: 630.2758 - logits_profile_predictions_loss: 625.9802 - logcount_predictions_loss: 0.3521 396/2430 [===>..........................] - ETA: 19:13 - loss: 630.2723 - logits_profile_predictions_loss: 625.9764 - logcount_predictions_loss: 0.3521 397/2430 [===>..........................] - ETA: 19:13 - loss: 630.2688 - logits_profile_predictions_loss: 625.9728 - logcount_predictions_loss: 0.3521 398/2430 [===>..........................] - ETA: 19:12 - loss: 630.2652 - logits_profile_predictions_loss: 625.9690 - logcount_predictions_loss: 0.3521 399/2430 [===>..........................] - ETA: 19:12 - loss: 630.2621 - logits_profile_predictions_loss: 625.9657 - logcount_predictions_loss: 0.3522 400/2430 [===>..........................] - ETA: 19:11 - loss: 630.2582 - logits_profile_predictions_loss: 625.9617 - logcount_predictions_loss: 0.3522 401/2430 [===>..........................] - ETA: 19:10 - loss: 630.2544 - 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[============================>.] - ETA: 33s - loss: 628.5830 - logits_profile_predictions_loss: 624.2679 - logcount_predictions_loss: 0.3537 2372/2430 [============================>.] - ETA: 32s - loss: 628.5825 - logits_profile_predictions_loss: 624.2674 - logcount_predictions_loss: 0.3537 2373/2430 [============================>.] - ETA: 32s - loss: 628.5819 - logits_profile_predictions_loss: 624.2668 - logcount_predictions_loss: 0.3537 2374/2430 [============================>.] - ETA: 31s - loss: 628.5814 - logits_profile_predictions_loss: 624.2663 - logcount_predictions_loss: 0.3537 2375/2430 [============================>.] - ETA: 31s - loss: 628.5808 - logits_profile_predictions_loss: 624.2658 - logcount_predictions_loss: 0.3537 2376/2430 [============================>.] - ETA: 30s - loss: 628.5802 - logits_profile_predictions_loss: 624.2652 - logcount_predictions_loss: 0.3537 2377/2430 [============================>.] - ETA: 30s - loss: 628.5797 - 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[============================>.] - ETA: 26s - loss: 628.5759 - logits_profile_predictions_loss: 624.2609 - logcount_predictions_loss: 0.3537 2385/2430 [============================>.] - ETA: 25s - loss: 628.5754 - logits_profile_predictions_loss: 624.2604 - logcount_predictions_loss: 0.3537 2386/2430 [============================>.] - ETA: 25s - loss: 628.5749 - logits_profile_predictions_loss: 624.2599 - logcount_predictions_loss: 0.3537 2387/2430 [============================>.] - ETA: 24s - loss: 628.5743 - logits_profile_predictions_loss: 624.2594 - logcount_predictions_loss: 0.3537 2388/2430 [============================>.] - ETA: 23s - loss: 628.5738 - logits_profile_predictions_loss: 624.2589 - logcount_predictions_loss: 0.3537 2389/2430 [============================>.] - ETA: 23s - loss: 628.5733 - logits_profile_predictions_loss: 624.2583 - logcount_predictions_loss: 0.3537 2390/2430 [============================>.] - ETA: 22s - loss: 628.5727 - 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[============================>.] - ETA: 18s - loss: 628.5689 - logits_profile_predictions_loss: 624.2540 - logcount_predictions_loss: 0.3537 2398/2430 [============================>.] - ETA: 18s - loss: 628.5683 - logits_profile_predictions_loss: 624.2534 - logcount_predictions_loss: 0.3537 2399/2430 [============================>.] - ETA: 17s - loss: 628.5677 - logits_profile_predictions_loss: 624.2529 - logcount_predictions_loss: 0.3537 2400/2430 [============================>.] - ETA: 17s - loss: 628.5672 - logits_profile_predictions_loss: 624.2523 - logcount_predictions_loss: 0.3537 2401/2430 [============================>.] - ETA: 16s - loss: 628.5667 - logits_profile_predictions_loss: 624.2518 - logcount_predictions_loss: 0.3537 2402/2430 [============================>.] - ETA: 15s - loss: 628.5662 - logits_profile_predictions_loss: 624.2513 - logcount_predictions_loss: 0.3537 2403/2430 [============================>.] - ETA: 15s - loss: 628.5657 - 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[============================>.] - ETA: 11s - loss: 628.5623 - logits_profile_predictions_loss: 624.2474 - logcount_predictions_loss: 0.3537 2411/2430 [============================>.] - ETA: 10s - loss: 628.5618 - logits_profile_predictions_loss: 624.2470 - logcount_predictions_loss: 0.3537 2412/2430 [============================>.] - ETA: 10s - loss: 628.5613 - logits_profile_predictions_loss: 624.2465 - logcount_predictions_loss: 0.3537 2413/2430 [============================>.] - ETA: 9s - loss: 628.5609 - logits_profile_predictions_loss: 624.2461 - logcount_predictions_loss: 0.3537  2414/2430 [============================>.] - ETA: 9s - loss: 628.5604 - logits_profile_predictions_loss: 624.2456 - logcount_predictions_loss: 0.3537 2415/2430 [============================>.] - ETA: 8s - loss: 628.5599 - logits_profile_predictions_loss: 624.2452 - logcount_predictions_loss: 0.3537 2416/2430 [============================>.] - ETA: 7s - loss: 628.5595 - logits_profile_predictions_loss: 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2430/2430 [==============================] - ETA: 0s - loss: 628.5528 - logits_profile_predictions_loss: 624.2381 - logcount_predictions_loss: 0.3537 2430/2430 [==============================] - 1432s 589ms/step - loss: 628.5524 - logits_profile_predictions_loss: 624.2377 - logcount_predictions_loss: 0.3537 - val_loss: 645.2056 - val_logits_profile_predictions_loss: 640.3634 - val_logcount_predictions_loss: 0.3969 Epoch 00010: val_loss did not improve from 640.45856 Epoch 11/50 1/2430 [..............................] - ETA: 23:39 - loss: 623.8056 - logits_profile_predictions_loss: 620.1965 - logcount_predictions_loss: 0.2958 2/2430 [..............................] - ETA: 23:00 - loss: 606.2824 - logits_profile_predictions_loss: 602.7257 - logcount_predictions_loss: 0.2915 3/2430 [..............................] - ETA: 22:59 - loss: 594.1345 - logits_profile_predictions_loss: 589.8226 - logcount_predictions_loss: 0.3534 4/2430 [..............................] - ETA: 22:59 - loss: 588.1920 - logits_profile_predictions_loss: 583.5564 - logcount_predictions_loss: 0.3800 5/2430 [..............................] - ETA: 22:58 - loss: 593.2810 - logits_profile_predictions_loss: 588.4697 - logcount_predictions_loss: 0.3944 6/2430 [..............................] - ETA: 22:57 - loss: 598.2638 - logits_profile_predictions_loss: 593.3257 - logcount_predictions_loss: 0.4048 7/2430 [..............................] - ETA: 22:57 - loss: 601.2595 - logits_profile_predictions_loss: 596.2449 - logcount_predictions_loss: 0.4110 8/2430 [..............................] - ETA: 22:56 - loss: 606.0560 - logits_profile_predictions_loss: 600.9816 - logcount_predictions_loss: 0.4159 9/2430 [..............................] - ETA: 22:55 - loss: 609.5741 - logits_profile_predictions_loss: 604.4725 - logcount_predictions_loss: 0.4182 10/2430 [..............................] - ETA: 22:55 - loss: 613.3462 - logits_profile_predictions_loss: 608.2387 - logcount_predictions_loss: 0.4186 11/2430 [..............................] - ETA: 22:55 - loss: 615.8669 - logits_profile_predictions_loss: 610.7636 - logcount_predictions_loss: 0.4183 12/2430 [..............................] - ETA: 22:54 - loss: 617.5472 - logits_profile_predictions_loss: 612.4582 - logcount_predictions_loss: 0.4171 13/2430 [..............................] - ETA: 22:53 - loss: 618.4006 - logits_profile_predictions_loss: 613.3271 - logcount_predictions_loss: 0.4159 14/2430 [..............................] - ETA: 22:53 - loss: 618.7350 - logits_profile_predictions_loss: 613.6880 - logcount_predictions_loss: 0.4137 15/2430 [..............................] - ETA: 22:52 - loss: 619.1871 - logits_profile_predictions_loss: 614.1683 - logcount_predictions_loss: 0.4114 16/2430 [..............................] - ETA: 22:52 - loss: 619.6780 - logits_profile_predictions_loss: 614.6856 - logcount_predictions_loss: 0.4092 17/2430 [..............................] - ETA: 22:51 - loss: 620.0936 - 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[..............................] - ETA: 22:47 - loss: 622.8632 - logits_profile_predictions_loss: 618.0717 - logcount_predictions_loss: 0.3927 25/2430 [..............................] - ETA: 22:47 - loss: 623.3140 - logits_profile_predictions_loss: 618.5378 - logcount_predictions_loss: 0.3915 26/2430 [..............................] - ETA: 22:46 - loss: 623.6193 - logits_profile_predictions_loss: 618.8579 - logcount_predictions_loss: 0.3903 27/2430 [..............................] - ETA: 22:46 - loss: 623.8602 - logits_profile_predictions_loss: 619.1124 - logcount_predictions_loss: 0.3892 28/2430 [..............................] - ETA: 22:45 - loss: 624.0304 - logits_profile_predictions_loss: 619.2954 - logcount_predictions_loss: 0.3881 29/2430 [..............................] - ETA: 22:44 - loss: 624.1508 - logits_profile_predictions_loss: 619.4263 - logcount_predictions_loss: 0.3873 30/2430 [..............................] - ETA: 22:44 - loss: 624.2345 - logits_profile_predictions_loss: 619.5193 - logcount_predictions_loss: 0.3865 31/2430 [..............................] - ETA: 22:43 - loss: 624.3280 - logits_profile_predictions_loss: 619.6207 - logcount_predictions_loss: 0.3858 32/2430 [..............................] - ETA: 22:43 - loss: 624.4626 - logits_profile_predictions_loss: 619.7627 - logcount_predictions_loss: 0.3852 33/2430 [..............................] - ETA: 22:42 - loss: 624.5518 - logits_profile_predictions_loss: 619.8591 - logcount_predictions_loss: 0.3846 34/2430 [..............................] - ETA: 22:42 - loss: 624.7140 - logits_profile_predictions_loss: 620.0281 - logcount_predictions_loss: 0.3841 35/2430 [..............................] - ETA: 22:41 - loss: 624.8269 - logits_profile_predictions_loss: 620.1466 - logcount_predictions_loss: 0.3836 36/2430 [..............................] - ETA: 22:40 - loss: 624.9332 - logits_profile_predictions_loss: 620.2565 - logcount_predictions_loss: 0.3833 37/2430 [..............................] - ETA: 22:40 - loss: 625.1005 - logits_profile_predictions_loss: 620.4261 - logcount_predictions_loss: 0.3831 38/2430 [..............................] - ETA: 22:39 - loss: 625.2623 - logits_profile_predictions_loss: 620.5889 - logcount_predictions_loss: 0.3831 39/2430 [..............................] - ETA: 22:39 - loss: 625.3725 - logits_profile_predictions_loss: 620.7010 - logcount_predictions_loss: 0.3829 40/2430 [..............................] - ETA: 22:38 - loss: 625.4253 - logits_profile_predictions_loss: 620.7563 - logcount_predictions_loss: 0.3827 41/2430 [..............................] - ETA: 22:37 - loss: 625.4905 - logits_profile_predictions_loss: 620.8243 - logcount_predictions_loss: 0.3825 42/2430 [..............................] - ETA: 22:37 - loss: 625.5893 - logits_profile_predictions_loss: 620.9267 - logcount_predictions_loss: 0.3822 43/2430 [..............................] - ETA: 22:36 - loss: 625.7150 - logits_profile_predictions_loss: 621.0566 - logcount_predictions_loss: 0.3818 44/2430 [..............................] - ETA: 22:36 - loss: 625.8513 - logits_profile_predictions_loss: 621.1960 - logcount_predictions_loss: 0.3816 45/2430 [..............................] - ETA: 22:35 - loss: 626.0020 - logits_profile_predictions_loss: 621.3497 - logcount_predictions_loss: 0.3813 46/2430 [..............................] - ETA: 22:35 - loss: 626.1378 - logits_profile_predictions_loss: 621.4879 - logcount_predictions_loss: 0.3811 47/2430 [..............................] - ETA: 22:34 - loss: 626.3038 - logits_profile_predictions_loss: 621.6564 - logcount_predictions_loss: 0.3809 48/2430 [..............................] - ETA: 22:33 - loss: 626.4855 - logits_profile_predictions_loss: 621.8403 - logcount_predictions_loss: 0.3808 49/2430 [..............................] - ETA: 22:33 - loss: 626.6595 - logits_profile_predictions_loss: 622.0161 - logcount_predictions_loss: 0.3806 50/2430 [..............................] - ETA: 22:32 - loss: 626.9294 - logits_profile_predictions_loss: 622.2879 - logcount_predictions_loss: 0.3804 51/2430 [..............................] - ETA: 22:32 - loss: 627.1474 - logits_profile_predictions_loss: 622.5079 - logcount_predictions_loss: 0.3803 52/2430 [..............................] - ETA: 22:31 - loss: 627.3976 - logits_profile_predictions_loss: 622.7601 - logcount_predictions_loss: 0.3801 53/2430 [..............................] - ETA: 22:31 - loss: 627.6152 - logits_profile_predictions_loss: 622.9796 - logcount_predictions_loss: 0.3800 54/2430 [..............................] - ETA: 22:30 - loss: 627.8148 - logits_profile_predictions_loss: 623.1813 - logcount_predictions_loss: 0.3798 55/2430 [..............................] - ETA: 22:30 - loss: 627.9828 - logits_profile_predictions_loss: 623.3515 - logcount_predictions_loss: 0.3796 56/2430 [..............................] - ETA: 22:29 - loss: 628.1324 - logits_profile_predictions_loss: 623.5038 - logcount_predictions_loss: 0.3794 57/2430 [..............................] - ETA: 22:28 - loss: 628.2414 - logits_profile_predictions_loss: 623.6154 - logcount_predictions_loss: 0.3792 58/2430 [..............................] - ETA: 22:28 - loss: 628.3362 - logits_profile_predictions_loss: 623.7131 - logcount_predictions_loss: 0.3789 59/2430 [..............................] - ETA: 22:27 - loss: 628.3797 - logits_profile_predictions_loss: 623.7596 - logcount_predictions_loss: 0.3787 60/2430 [..............................] - ETA: 22:27 - loss: 628.4394 - logits_profile_predictions_loss: 623.8227 - logcount_predictions_loss: 0.3784 61/2430 [..............................] - ETA: 22:26 - loss: 628.4940 - logits_profile_predictions_loss: 623.8808 - logcount_predictions_loss: 0.3781 62/2430 [..............................] - ETA: 22:26 - loss: 628.5634 - logits_profile_predictions_loss: 623.9536 - logcount_predictions_loss: 0.3779 63/2430 [..............................] - ETA: 22:25 - loss: 628.6509 - logits_profile_predictions_loss: 624.0445 - logcount_predictions_loss: 0.3776 64/2430 [..............................] - ETA: 22:24 - loss: 628.7065 - logits_profile_predictions_loss: 624.1037 - logcount_predictions_loss: 0.3773 65/2430 [..............................] - ETA: 22:24 - loss: 628.7393 - logits_profile_predictions_loss: 624.1401 - logcount_predictions_loss: 0.3770 66/2430 [..............................] - ETA: 22:23 - loss: 628.7724 - logits_profile_predictions_loss: 624.1763 - logcount_predictions_loss: 0.3767 67/2430 [..............................] - ETA: 22:23 - loss: 628.7859 - logits_profile_predictions_loss: 624.1931 - logcount_predictions_loss: 0.3765 68/2430 [..............................] - ETA: 22:22 - loss: 628.7957 - logits_profile_predictions_loss: 624.2059 - logcount_predictions_loss: 0.3762 69/2430 [..............................] - ETA: 22:21 - loss: 628.7972 - logits_profile_predictions_loss: 624.2105 - logcount_predictions_loss: 0.3760 70/2430 [..............................] - ETA: 22:21 - loss: 628.7865 - logits_profile_predictions_loss: 624.2031 - logcount_predictions_loss: 0.3757 71/2430 [..............................] - ETA: 22:20 - loss: 628.7810 - logits_profile_predictions_loss: 624.2007 - logcount_predictions_loss: 0.3754 72/2430 [..............................] - ETA: 22:20 - loss: 628.7667 - logits_profile_predictions_loss: 624.1898 - logcount_predictions_loss: 0.3752 73/2430 [..............................] - ETA: 22:19 - loss: 628.7288 - logits_profile_predictions_loss: 624.1554 - logcount_predictions_loss: 0.3749 74/2430 [..............................] - ETA: 22:19 - loss: 628.6856 - logits_profile_predictions_loss: 624.1159 - logcount_predictions_loss: 0.3746 75/2430 [..............................] - ETA: 22:18 - loss: 628.6479 - logits_profile_predictions_loss: 624.0819 - logcount_predictions_loss: 0.3743 76/2430 [..............................] - ETA: 22:18 - loss: 628.5995 - logits_profile_predictions_loss: 624.0373 - logcount_predictions_loss: 0.3740 77/2430 [..............................] - ETA: 22:17 - loss: 628.5666 - logits_profile_predictions_loss: 624.0078 - logcount_predictions_loss: 0.3737 78/2430 [..............................] - ETA: 22:16 - loss: 628.5367 - logits_profile_predictions_loss: 623.9814 - logcount_predictions_loss: 0.3734 79/2430 [..............................] - ETA: 22:16 - loss: 628.5129 - logits_profile_predictions_loss: 623.9611 - logcount_predictions_loss: 0.3731 80/2430 [..............................] - ETA: 22:15 - loss: 628.4780 - logits_profile_predictions_loss: 623.9297 - logcount_predictions_loss: 0.3728 81/2430 [>.............................] - ETA: 22:15 - loss: 628.4486 - logits_profile_predictions_loss: 623.9038 - logcount_predictions_loss: 0.3725 82/2430 [>.............................] - ETA: 22:14 - loss: 628.4266 - 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[>.............................] - ETA: 22:10 - loss: 628.1944 - logits_profile_predictions_loss: 623.6762 - logcount_predictions_loss: 0.3703 90/2430 [>.............................] - ETA: 22:10 - loss: 628.1647 - logits_profile_predictions_loss: 623.6495 - logcount_predictions_loss: 0.3701 91/2430 [>.............................] - ETA: 22:09 - loss: 628.1327 - logits_profile_predictions_loss: 623.6203 - logcount_predictions_loss: 0.3699 92/2430 [>.............................] - ETA: 22:08 - loss: 628.0992 - logits_profile_predictions_loss: 623.5897 - logcount_predictions_loss: 0.3696 93/2430 [>.............................] - ETA: 22:08 - loss: 628.0600 - logits_profile_predictions_loss: 623.5535 - logcount_predictions_loss: 0.3694 94/2430 [>.............................] - ETA: 22:07 - loss: 628.0137 - logits_profile_predictions_loss: 623.5101 - logcount_predictions_loss: 0.3691 95/2430 [>.............................] - ETA: 22:07 - loss: 627.9643 - 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[>.............................] - ETA: 21:33 - loss: 628.1628 - logits_profile_predictions_loss: 623.7668 - logcount_predictions_loss: 0.3603 155/2430 [>.............................] - ETA: 21:33 - loss: 628.1624 - logits_profile_predictions_loss: 623.7677 - logcount_predictions_loss: 0.3602 156/2430 [>.............................] - ETA: 21:32 - loss: 628.1630 - logits_profile_predictions_loss: 623.7695 - logcount_predictions_loss: 0.3601 157/2430 [>.............................] - ETA: 21:32 - loss: 628.1643 - logits_profile_predictions_loss: 623.7720 - logcount_predictions_loss: 0.3600 158/2430 [>.............................] - ETA: 21:31 - loss: 628.1636 - logits_profile_predictions_loss: 623.7727 - logcount_predictions_loss: 0.3599 159/2430 [>.............................] - ETA: 21:30 - loss: 628.1583 - logits_profile_predictions_loss: 623.7686 - logcount_predictions_loss: 0.3598 160/2430 [>.............................] - ETA: 21:30 - loss: 628.1560 - 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[===>..........................] - ETA: 19:35 - loss: 627.0510 - logits_profile_predictions_loss: 622.8003 - logcount_predictions_loss: 0.3484 363/2430 [===>..........................] - ETA: 19:35 - loss: 627.0502 - logits_profile_predictions_loss: 622.8000 - logcount_predictions_loss: 0.3484 364/2430 [===>..........................] - ETA: 19:34 - loss: 627.0494 - logits_profile_predictions_loss: 622.7995 - logcount_predictions_loss: 0.3483 365/2430 [===>..........................] - ETA: 19:33 - loss: 627.0487 - logits_profile_predictions_loss: 622.7991 - logcount_predictions_loss: 0.3483 366/2430 [===>..........................] - ETA: 19:33 - loss: 627.0481 - logits_profile_predictions_loss: 622.7989 - logcount_predictions_loss: 0.3483 367/2430 [===>..........................] - ETA: 19:32 - loss: 627.0478 - logits_profile_predictions_loss: 622.7989 - logcount_predictions_loss: 0.3483 368/2430 [===>..........................] - ETA: 19:32 - loss: 627.0477 - logits_profile_predictions_loss: 622.7992 - logcount_predictions_loss: 0.3482 369/2430 [===>..........................] - ETA: 19:31 - loss: 627.0471 - logits_profile_predictions_loss: 622.7990 - logcount_predictions_loss: 0.3482 370/2430 [===>..........................] - ETA: 19:31 - loss: 627.0465 - logits_profile_predictions_loss: 622.7987 - logcount_predictions_loss: 0.3482 371/2430 [===>..........................] - ETA: 19:30 - loss: 627.0458 - logits_profile_predictions_loss: 622.7984 - logcount_predictions_loss: 0.3481 372/2430 [===>..........................] - ETA: 19:29 - loss: 627.0454 - logits_profile_predictions_loss: 622.7984 - logcount_predictions_loss: 0.3481 373/2430 [===>..........................] - ETA: 19:29 - loss: 627.0445 - logits_profile_predictions_loss: 622.7977 - logcount_predictions_loss: 0.3481 374/2430 [===>..........................] - ETA: 19:28 - loss: 627.0427 - logits_profile_predictions_loss: 622.7963 - logcount_predictions_loss: 0.3481 375/2430 [===>..........................] - ETA: 19:28 - loss: 627.0411 - logits_profile_predictions_loss: 622.7951 - logcount_predictions_loss: 0.3480 376/2430 [===>..........................] - ETA: 19:27 - loss: 627.0392 - logits_profile_predictions_loss: 622.7935 - logcount_predictions_loss: 0.3480 377/2430 [===>..........................] - ETA: 19:27 - loss: 627.0371 - logits_profile_predictions_loss: 622.7917 - logcount_predictions_loss: 0.3480 378/2430 [===>..........................] - ETA: 19:26 - loss: 627.0346 - logits_profile_predictions_loss: 622.7896 - logcount_predictions_loss: 0.3479 379/2430 [===>..........................] - ETA: 19:25 - loss: 627.0316 - logits_profile_predictions_loss: 622.7869 - logcount_predictions_loss: 0.3479 380/2430 [===>..........................] - ETA: 19:25 - loss: 627.0289 - logits_profile_predictions_loss: 622.7846 - logcount_predictions_loss: 0.3479 381/2430 [===>..........................] - ETA: 19:24 - loss: 627.0266 - logits_profile_predictions_loss: 622.7826 - logcount_predictions_loss: 0.3479 382/2430 [===>..........................] - ETA: 19:24 - loss: 627.0239 - logits_profile_predictions_loss: 622.7802 - logcount_predictions_loss: 0.3478 383/2430 [===>..........................] - ETA: 19:23 - loss: 627.0219 - logits_profile_predictions_loss: 622.7785 - logcount_predictions_loss: 0.3478 384/2430 [===>..........................] - ETA: 19:23 - loss: 627.0197 - logits_profile_predictions_loss: 622.7766 - logcount_predictions_loss: 0.3478 385/2430 [===>..........................] - ETA: 19:22 - loss: 627.0173 - logits_profile_predictions_loss: 622.7746 - logcount_predictions_loss: 0.3477 386/2430 [===>..........................] - ETA: 19:21 - loss: 627.0139 - logits_profile_predictions_loss: 622.7716 - logcount_predictions_loss: 0.3477 387/2430 [===>..........................] - ETA: 19:21 - loss: 627.0099 - logits_profile_predictions_loss: 622.7680 - logcount_predictions_loss: 0.3477 388/2430 [===>..........................] - ETA: 19:20 - loss: 627.0052 - logits_profile_predictions_loss: 622.7637 - logcount_predictions_loss: 0.3477 389/2430 [===>..........................] - ETA: 19:20 - loss: 627.0000 - logits_profile_predictions_loss: 622.7588 - logcount_predictions_loss: 0.3476 390/2430 [===>..........................] - ETA: 19:19 - loss: 626.9944 - logits_profile_predictions_loss: 622.7536 - logcount_predictions_loss: 0.3476 391/2430 [===>..........................] - ETA: 19:19 - loss: 626.9887 - logits_profile_predictions_loss: 622.7482 - logcount_predictions_loss: 0.3476 392/2430 [===>..........................] - ETA: 19:18 - loss: 626.9828 - logits_profile_predictions_loss: 622.7426 - logcount_predictions_loss: 0.3475 393/2430 [===>..........................] - ETA: 19:17 - loss: 626.9769 - logits_profile_predictions_loss: 622.7371 - logcount_predictions_loss: 0.3475 394/2430 [===>..........................] - ETA: 19:17 - loss: 626.9705 - logits_profile_predictions_loss: 622.7311 - logcount_predictions_loss: 0.3475 395/2430 [===>..........................] - ETA: 19:16 - loss: 626.9633 - logits_profile_predictions_loss: 622.7242 - logcount_predictions_loss: 0.3475 396/2430 [===>..........................] - ETA: 19:16 - loss: 626.9563 - logits_profile_predictions_loss: 622.7176 - logcount_predictions_loss: 0.3474 397/2430 [===>..........................] - ETA: 19:15 - loss: 626.9496 - logits_profile_predictions_loss: 622.7112 - logcount_predictions_loss: 0.3474 398/2430 [===>..........................] - ETA: 19:15 - loss: 626.9428 - logits_profile_predictions_loss: 622.7047 - logcount_predictions_loss: 0.3474 399/2430 [===>..........................] - ETA: 19:14 - loss: 626.9372 - logits_profile_predictions_loss: 622.6994 - logcount_predictions_loss: 0.3473 400/2430 [===>..........................] - ETA: 19:13 - loss: 626.9315 - logits_profile_predictions_loss: 622.6941 - logcount_predictions_loss: 0.3473 401/2430 [===>..........................] - ETA: 19:13 - loss: 626.9266 - logits_profile_predictions_loss: 622.6894 - logcount_predictions_loss: 0.3473 402/2430 [===>..........................] - ETA: 19:12 - loss: 626.9218 - logits_profile_predictions_loss: 622.6849 - logcount_predictions_loss: 0.3473 403/2430 [===>..........................] - ETA: 19:12 - loss: 626.9168 - logits_profile_predictions_loss: 622.6802 - logcount_predictions_loss: 0.3472 404/2430 [===>..........................] - ETA: 19:11 - loss: 626.9119 - logits_profile_predictions_loss: 622.6757 - logcount_predictions_loss: 0.3472 405/2430 [====>.........................] - ETA: 19:11 - loss: 626.9066 - logits_profile_predictions_loss: 622.6707 - logcount_predictions_loss: 0.3472 406/2430 [====>.........................] - ETA: 19:10 - loss: 626.9008 - logits_profile_predictions_loss: 622.6651 - logcount_predictions_loss: 0.3472 407/2430 [====>.........................] - ETA: 19:09 - loss: 626.8954 - logits_profile_predictions_loss: 622.6601 - logcount_predictions_loss: 0.3471 408/2430 [====>.........................] - ETA: 19:09 - loss: 626.8912 - logits_profile_predictions_loss: 622.6561 - logcount_predictions_loss: 0.3471 409/2430 [====>.........................] - ETA: 19:08 - loss: 626.8872 - logits_profile_predictions_loss: 622.6525 - logcount_predictions_loss: 0.3471 410/2430 [====>.........................] - ETA: 19:08 - loss: 626.8830 - logits_profile_predictions_loss: 622.6486 - logcount_predictions_loss: 0.3471 411/2430 [====>.........................] - ETA: 19:07 - loss: 626.8779 - logits_profile_predictions_loss: 622.6438 - logcount_predictions_loss: 0.3470 412/2430 [====>.........................] - ETA: 19:07 - loss: 626.8730 - logits_profile_predictions_loss: 622.6392 - logcount_predictions_loss: 0.3470 413/2430 [====>.........................] - ETA: 19:06 - loss: 626.8679 - logits_profile_predictions_loss: 622.6344 - logcount_predictions_loss: 0.3470 414/2430 [====>.........................] - ETA: 19:06 - loss: 626.8631 - logits_profile_predictions_loss: 622.6299 - logcount_predictions_loss: 0.3470 415/2430 [====>.........................] - ETA: 19:05 - loss: 626.8584 - logits_profile_predictions_loss: 622.6256 - logcount_predictions_loss: 0.3469 416/2430 [====>.........................] - ETA: 19:04 - loss: 626.8541 - logits_profile_predictions_loss: 622.6215 - logcount_predictions_loss: 0.3469 417/2430 [====>.........................] - ETA: 19:04 - loss: 626.8497 - logits_profile_predictions_loss: 622.6174 - logcount_predictions_loss: 0.3469 418/2430 [====>.........................] - ETA: 19:03 - loss: 626.8445 - logits_profile_predictions_loss: 622.6126 - logcount_predictions_loss: 0.3469 419/2430 [====>.........................] - ETA: 19:03 - loss: 626.8392 - logits_profile_predictions_loss: 622.6075 - logcount_predictions_loss: 0.3468 420/2430 [====>.........................] - ETA: 19:02 - loss: 626.8333 - logits_profile_predictions_loss: 622.6019 - logcount_predictions_loss: 0.3468 421/2430 [====>.........................] - ETA: 19:02 - loss: 626.8273 - logits_profile_predictions_loss: 622.5963 - logcount_predictions_loss: 0.3468 422/2430 [====>.........................] - ETA: 19:01 - loss: 626.8211 - logits_profile_predictions_loss: 622.5903 - logcount_predictions_loss: 0.3468 423/2430 [====>.........................] - ETA: 19:00 - loss: 626.8157 - logits_profile_predictions_loss: 622.5852 - logcount_predictions_loss: 0.3467 424/2430 [====>.........................] - ETA: 19:00 - loss: 626.8110 - logits_profile_predictions_loss: 622.5808 - logcount_predictions_loss: 0.3467 425/2430 [====>.........................] - ETA: 18:59 - loss: 626.8070 - logits_profile_predictions_loss: 622.5770 - logcount_predictions_loss: 0.3467 426/2430 [====>.........................] - ETA: 18:59 - loss: 626.8028 - logits_profile_predictions_loss: 622.5732 - logcount_predictions_loss: 0.3467 427/2430 [====>.........................] - ETA: 18:58 - loss: 626.7983 - logits_profile_predictions_loss: 622.5690 - logcount_predictions_loss: 0.3467 428/2430 [====>.........................] - ETA: 18:58 - loss: 626.7943 - logits_profile_predictions_loss: 622.5652 - logcount_predictions_loss: 0.3466 429/2430 [====>.........................] - ETA: 18:57 - loss: 626.7901 - logits_profile_predictions_loss: 622.5613 - logcount_predictions_loss: 0.3466 430/2430 [====>.........................] - ETA: 18:56 - loss: 626.7860 - logits_profile_predictions_loss: 622.5575 - logcount_predictions_loss: 0.3466 431/2430 [====>.........................] - ETA: 18:56 - loss: 626.7826 - logits_profile_predictions_loss: 622.5543 - logcount_predictions_loss: 0.3466 432/2430 [====>.........................] - ETA: 18:55 - loss: 626.7790 - logits_profile_predictions_loss: 622.5510 - logcount_predictions_loss: 0.3465 433/2430 [====>.........................] - ETA: 18:55 - loss: 626.7758 - 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[============================>.] - ETA: 7s - loss: 626.1280 - logits_profile_predictions_loss: 621.9434 - logcount_predictions_loss: 0.3430 2418/2430 [============================>.] - ETA: 6s - loss: 626.1276 - logits_profile_predictions_loss: 621.9431 - logcount_predictions_loss: 0.3430 2419/2430 [============================>.] - ETA: 6s - loss: 626.1273 - logits_profile_predictions_loss: 621.9427 - logcount_predictions_loss: 0.3430 2420/2430 [============================>.] - ETA: 5s - loss: 626.1270 - logits_profile_predictions_loss: 621.9424 - logcount_predictions_loss: 0.3430 2421/2430 [============================>.] - ETA: 5s - loss: 626.1267 - logits_profile_predictions_loss: 621.9421 - logcount_predictions_loss: 0.3430 2422/2430 [============================>.] - ETA: 4s - loss: 626.1263 - logits_profile_predictions_loss: 621.9417 - logcount_predictions_loss: 0.3430 2423/2430 [============================>.] - ETA: 3s - loss: 626.1260 - logits_profile_predictions_loss: 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loss: 626.1238 - logits_profile_predictions_loss: 621.9392 - logcount_predictions_loss: 0.3430 2430/2430 [==============================] - 1432s 589ms/step - loss: 626.1235 - logits_profile_predictions_loss: 621.9388 - logcount_predictions_loss: 0.3430 - val_loss: 641.4044 - val_logits_profile_predictions_loss: 636.7225 - val_logcount_predictions_loss: 0.3837 Epoch 00011: val_loss did not improve from 640.45856 Epoch 12/50 1/2430 [..............................] - ETA: 23:48 - loss: 805.5060 - logits_profile_predictions_loss: 802.0128 - logcount_predictions_loss: 0.2863 2/2430 [..............................] - ETA: 22:59 - loss: 749.8944 - logits_profile_predictions_loss: 746.5471 - logcount_predictions_loss: 0.2744 3/2430 [..............................] - ETA: 22:57 - loss: 720.3614 - logits_profile_predictions_loss: 716.9577 - logcount_predictions_loss: 0.2790 4/2430 [..............................] - ETA: 22:58 - loss: 704.1007 - logits_profile_predictions_loss: 700.5658 - 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logits_profile_predictions_loss: 635.6253 - logcount_predictions_loss: 0.3279 155/2430 [>.............................] - ETA: 21:32 - loss: 639.5684 - logits_profile_predictions_loss: 635.5688 - logcount_predictions_loss: 0.3278 156/2430 [>.............................] - ETA: 21:31 - loss: 639.5157 - logits_profile_predictions_loss: 635.5166 - logcount_predictions_loss: 0.3278 157/2430 [>.............................] - ETA: 21:31 - loss: 639.4593 - logits_profile_predictions_loss: 635.4605 - logcount_predictions_loss: 0.3278 158/2430 [>.............................] - ETA: 21:30 - loss: 639.3984 - logits_profile_predictions_loss: 635.4000 - logcount_predictions_loss: 0.3277 159/2430 [>.............................] - ETA: 21:29 - loss: 639.3351 - logits_profile_predictions_loss: 635.3370 - logcount_predictions_loss: 0.3277 160/2430 [>.............................] - ETA: 21:29 - loss: 639.2728 - logits_profile_predictions_loss: 635.2751 - logcount_predictions_loss: 0.3277 161/2430 [>.............................] - ETA: 21:28 - loss: 639.2083 - logits_profile_predictions_loss: 635.2110 - logcount_predictions_loss: 0.3276 162/2430 [=>............................] - ETA: 21:28 - loss: 639.1456 - logits_profile_predictions_loss: 635.1487 - logcount_predictions_loss: 0.3276 163/2430 [=>............................] - ETA: 21:27 - loss: 639.0811 - logits_profile_predictions_loss: 635.0846 - logcount_predictions_loss: 0.3276 164/2430 [=>............................] - ETA: 21:27 - loss: 639.0173 - logits_profile_predictions_loss: 635.0212 - logcount_predictions_loss: 0.3275 165/2430 [=>............................] - ETA: 21:26 - loss: 638.9526 - logits_profile_predictions_loss: 634.9570 - logcount_predictions_loss: 0.3275 166/2430 [=>............................] - ETA: 21:25 - loss: 638.8874 - logits_profile_predictions_loss: 634.8923 - logcount_predictions_loss: 0.3275 167/2430 [=>............................] - ETA: 21:25 - loss: 638.8202 - logits_profile_predictions_loss: 634.8256 - logcount_predictions_loss: 0.3274 168/2430 [=>............................] - ETA: 21:24 - loss: 638.7510 - logits_profile_predictions_loss: 634.7569 - logcount_predictions_loss: 0.3274 169/2430 [=>............................] - ETA: 21:24 - loss: 638.6806 - logits_profile_predictions_loss: 634.6871 - logcount_predictions_loss: 0.3273 170/2430 [=>............................] - ETA: 21:23 - loss: 638.6101 - logits_profile_predictions_loss: 634.6173 - logcount_predictions_loss: 0.3273 171/2430 [=>............................] - ETA: 21:23 - loss: 638.5404 - logits_profile_predictions_loss: 634.5481 - logcount_predictions_loss: 0.3272 172/2430 [=>............................] - ETA: 21:22 - loss: 638.4717 - logits_profile_predictions_loss: 634.4799 - logcount_predictions_loss: 0.3272 173/2430 [=>............................] - ETA: 21:21 - loss: 638.4040 - logits_profile_predictions_loss: 634.4128 - logcount_predictions_loss: 0.3271 174/2430 [=>............................] - ETA: 21:21 - loss: 638.3382 - logits_profile_predictions_loss: 634.3475 - logcount_predictions_loss: 0.3271 175/2430 [=>............................] - ETA: 21:20 - loss: 638.2737 - logits_profile_predictions_loss: 634.2835 - logcount_predictions_loss: 0.3271 176/2430 [=>............................] - ETA: 21:20 - loss: 638.2080 - logits_profile_predictions_loss: 634.2185 - logcount_predictions_loss: 0.3270 177/2430 [=>............................] - ETA: 21:19 - loss: 638.1442 - logits_profile_predictions_loss: 634.1552 - logcount_predictions_loss: 0.3270 178/2430 [=>............................] - ETA: 21:19 - loss: 638.0811 - logits_profile_predictions_loss: 634.0928 - logcount_predictions_loss: 0.3269 179/2430 [=>............................] - ETA: 21:18 - loss: 638.0178 - logits_profile_predictions_loss: 634.0301 - logcount_predictions_loss: 0.3269 180/2430 [=>............................] - ETA: 21:18 - loss: 637.9557 - logits_profile_predictions_loss: 633.9686 - logcount_predictions_loss: 0.3268 181/2430 [=>............................] - ETA: 21:17 - loss: 637.8935 - logits_profile_predictions_loss: 633.9070 - logcount_predictions_loss: 0.3268 182/2430 [=>............................] - ETA: 21:16 - loss: 637.8295 - logits_profile_predictions_loss: 633.8437 - logcount_predictions_loss: 0.3267 183/2430 [=>............................] - ETA: 21:16 - loss: 637.7633 - logits_profile_predictions_loss: 633.7781 - logcount_predictions_loss: 0.3266 184/2430 [=>............................] - ETA: 21:15 - loss: 637.6984 - logits_profile_predictions_loss: 633.7139 - logcount_predictions_loss: 0.3266 185/2430 [=>............................] - ETA: 21:15 - loss: 637.6339 - logits_profile_predictions_loss: 633.6501 - logcount_predictions_loss: 0.3265 186/2430 [=>............................] - ETA: 21:14 - loss: 637.5683 - logits_profile_predictions_loss: 633.5851 - logcount_predictions_loss: 0.3265 187/2430 [=>............................] - ETA: 21:14 - loss: 637.5030 - logits_profile_predictions_loss: 633.5204 - logcount_predictions_loss: 0.3264 188/2430 [=>............................] - ETA: 21:13 - loss: 637.4397 - logits_profile_predictions_loss: 633.4577 - logcount_predictions_loss: 0.3264 189/2430 [=>............................] - ETA: 21:12 - loss: 637.3783 - logits_profile_predictions_loss: 633.3969 - logcount_predictions_loss: 0.3263 190/2430 [=>............................] - ETA: 21:12 - loss: 637.3143 - logits_profile_predictions_loss: 633.3334 - logcount_predictions_loss: 0.3263 191/2430 [=>............................] - ETA: 21:11 - loss: 637.2535 - logits_profile_predictions_loss: 633.2731 - logcount_predictions_loss: 0.3263 192/2430 [=>............................] - ETA: 21:11 - loss: 637.1910 - logits_profile_predictions_loss: 633.2112 - logcount_predictions_loss: 0.3262 193/2430 [=>............................] - ETA: 21:10 - loss: 637.1272 - logits_profile_predictions_loss: 633.1479 - logcount_predictions_loss: 0.3262 194/2430 [=>............................] - ETA: 21:10 - loss: 637.0648 - logits_profile_predictions_loss: 633.0860 - logcount_predictions_loss: 0.3261 195/2430 [=>............................] - ETA: 21:09 - loss: 637.0028 - logits_profile_predictions_loss: 633.0246 - logcount_predictions_loss: 0.3261 196/2430 [=>............................] - ETA: 21:09 - loss: 636.9459 - logits_profile_predictions_loss: 632.9681 - logcount_predictions_loss: 0.3260 197/2430 [=>............................] - ETA: 21:08 - loss: 636.8859 - logits_profile_predictions_loss: 632.9086 - logcount_predictions_loss: 0.3260 198/2430 [=>............................] - ETA: 21:07 - loss: 636.8267 - logits_profile_predictions_loss: 632.8500 - logcount_predictions_loss: 0.3260 199/2430 [=>............................] - ETA: 21:07 - loss: 636.7692 - logits_profile_predictions_loss: 632.7930 - logcount_predictions_loss: 0.3259 200/2430 [=>............................] - ETA: 21:06 - loss: 636.7127 - logits_profile_predictions_loss: 632.7368 - logcount_predictions_loss: 0.3259 201/2430 [=>............................] - ETA: 21:06 - loss: 636.6568 - logits_profile_predictions_loss: 632.6814 - logcount_predictions_loss: 0.3259 202/2430 [=>............................] - ETA: 21:05 - loss: 636.6003 - logits_profile_predictions_loss: 632.6252 - logcount_predictions_loss: 0.3258 203/2430 [=>............................] - ETA: 21:05 - loss: 636.5453 - logits_profile_predictions_loss: 632.5706 - logcount_predictions_loss: 0.3258 204/2430 [=>............................] - ETA: 21:04 - loss: 636.4881 - logits_profile_predictions_loss: 632.5138 - logcount_predictions_loss: 0.3258 205/2430 [=>............................] - ETA: 21:03 - loss: 636.4335 - logits_profile_predictions_loss: 632.4596 - logcount_predictions_loss: 0.3257 206/2430 [=>............................] - ETA: 21:03 - loss: 636.3796 - logits_profile_predictions_loss: 632.4059 - logcount_predictions_loss: 0.3257 207/2430 [=>............................] - ETA: 21:02 - loss: 636.3281 - logits_profile_predictions_loss: 632.3548 - logcount_predictions_loss: 0.3257 208/2430 [=>............................] - ETA: 21:02 - loss: 636.2770 - logits_profile_predictions_loss: 632.3040 - logcount_predictions_loss: 0.3256 209/2430 [=>............................] - ETA: 21:01 - loss: 636.2265 - logits_profile_predictions_loss: 632.2538 - logcount_predictions_loss: 0.3256 210/2430 [=>............................] - ETA: 21:01 - loss: 636.1761 - logits_profile_predictions_loss: 632.2037 - logcount_predictions_loss: 0.3256 211/2430 [=>............................] - ETA: 21:00 - loss: 636.1257 - logits_profile_predictions_loss: 632.1537 - logcount_predictions_loss: 0.3256 212/2430 [=>............................] - ETA: 20:59 - loss: 636.0769 - logits_profile_predictions_loss: 632.1052 - logcount_predictions_loss: 0.3255 213/2430 [=>............................] - ETA: 20:59 - loss: 636.0293 - logits_profile_predictions_loss: 632.0580 - logcount_predictions_loss: 0.3255 214/2430 [=>............................] - ETA: 20:58 - loss: 635.9803 - logits_profile_predictions_loss: 632.0095 - logcount_predictions_loss: 0.3255 215/2430 [=>............................] - ETA: 20:58 - loss: 635.9308 - logits_profile_predictions_loss: 631.9604 - logcount_predictions_loss: 0.3254 216/2430 [=>............................] - ETA: 20:57 - loss: 635.8796 - logits_profile_predictions_loss: 631.9097 - logcount_predictions_loss: 0.3254 217/2430 [=>............................] - ETA: 20:57 - loss: 635.8278 - logits_profile_predictions_loss: 631.8583 - logcount_predictions_loss: 0.3254 218/2430 [=>............................] - ETA: 20:56 - loss: 635.7779 - logits_profile_predictions_loss: 631.8089 - logcount_predictions_loss: 0.3253 219/2430 [=>............................] - ETA: 20:56 - loss: 635.7272 - 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[=>............................] - ETA: 20:51 - loss: 635.4216 - logits_profile_predictions_loss: 631.4558 - logcount_predictions_loss: 0.3251 227/2430 [=>............................] - ETA: 20:51 - loss: 635.3815 - logits_profile_predictions_loss: 631.4161 - logcount_predictions_loss: 0.3250 228/2430 [=>............................] - ETA: 20:50 - loss: 635.3418 - logits_profile_predictions_loss: 631.3767 - logcount_predictions_loss: 0.3250 229/2430 [=>............................] - ETA: 20:50 - loss: 635.3035 - logits_profile_predictions_loss: 631.3388 - logcount_predictions_loss: 0.3250 230/2430 [=>............................] - ETA: 20:49 - loss: 635.2638 - logits_profile_predictions_loss: 631.2994 - logcount_predictions_loss: 0.3249 231/2430 [=>............................] - ETA: 20:49 - loss: 635.2246 - logits_profile_predictions_loss: 631.2605 - logcount_predictions_loss: 0.3249 232/2430 [=>............................] - ETA: 20:48 - loss: 635.1864 - 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[=>............................] - ETA: 20:44 - loss: 634.8953 - logits_profile_predictions_loss: 630.9341 - logcount_predictions_loss: 0.3247 240/2430 [=>............................] - ETA: 20:44 - loss: 634.8505 - logits_profile_predictions_loss: 630.8896 - logcount_predictions_loss: 0.3247 241/2430 [=>............................] - ETA: 20:43 - loss: 634.8055 - logits_profile_predictions_loss: 630.8450 - logcount_predictions_loss: 0.3246 242/2430 [=>............................] - ETA: 20:42 - loss: 634.7619 - logits_profile_predictions_loss: 630.8017 - logcount_predictions_loss: 0.3246 243/2430 [==>...........................] - ETA: 20:42 - loss: 634.7184 - logits_profile_predictions_loss: 630.7585 - logcount_predictions_loss: 0.3246 244/2430 [==>...........................] - ETA: 20:41 - loss: 634.6751 - logits_profile_predictions_loss: 630.7155 - logcount_predictions_loss: 0.3245 245/2430 [==>...........................] - ETA: 20:41 - loss: 634.6308 - 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[==>...........................] - ETA: 20:37 - loss: 634.3125 - logits_profile_predictions_loss: 630.3554 - logcount_predictions_loss: 0.3243 253/2430 [==>...........................] - ETA: 20:36 - loss: 634.2659 - logits_profile_predictions_loss: 630.3091 - logcount_predictions_loss: 0.3243 254/2430 [==>...........................] - ETA: 20:36 - loss: 634.2182 - logits_profile_predictions_loss: 630.2617 - logcount_predictions_loss: 0.3243 255/2430 [==>...........................] - ETA: 20:35 - loss: 634.1714 - logits_profile_predictions_loss: 630.2153 - logcount_predictions_loss: 0.3243 256/2430 [==>...........................] - ETA: 20:34 - loss: 634.1236 - logits_profile_predictions_loss: 630.1678 - logcount_predictions_loss: 0.3242 257/2430 [==>...........................] - ETA: 20:34 - loss: 634.0780 - logits_profile_predictions_loss: 630.1225 - logcount_predictions_loss: 0.3242 258/2430 [==>...........................] - ETA: 20:33 - loss: 634.0313 - 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[==>...........................] - ETA: 20:29 - loss: 633.7064 - logits_profile_predictions_loss: 629.7538 - logcount_predictions_loss: 0.3240 266/2430 [==>...........................] - ETA: 20:29 - loss: 633.6594 - logits_profile_predictions_loss: 629.7072 - logcount_predictions_loss: 0.3239 267/2430 [==>...........................] - ETA: 20:28 - loss: 633.6127 - logits_profile_predictions_loss: 629.6609 - logcount_predictions_loss: 0.3239 268/2430 [==>...........................] - ETA: 20:28 - loss: 633.5647 - logits_profile_predictions_loss: 629.6132 - logcount_predictions_loss: 0.3239 269/2430 [==>...........................] - ETA: 20:27 - loss: 633.5163 - logits_profile_predictions_loss: 629.5652 - logcount_predictions_loss: 0.3238 270/2430 [==>...........................] - ETA: 20:26 - loss: 633.4688 - logits_profile_predictions_loss: 629.5182 - logcount_predictions_loss: 0.3238 271/2430 [==>...........................] - ETA: 20:26 - loss: 633.4207 - 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[====>.........................] - ETA: 19:08 - loss: 628.3387 - logits_profile_predictions_loss: 624.4289 - logcount_predictions_loss: 0.3205 409/2430 [====>.........................] - ETA: 19:07 - loss: 628.3109 - logits_profile_predictions_loss: 624.4012 - logcount_predictions_loss: 0.3205 410/2430 [====>.........................] - ETA: 19:07 - loss: 628.2830 - logits_profile_predictions_loss: 624.3736 - logcount_predictions_loss: 0.3204 411/2430 [====>.........................] - ETA: 19:06 - loss: 628.2551 - logits_profile_predictions_loss: 624.3458 - logcount_predictions_loss: 0.3204 412/2430 [====>.........................] - ETA: 19:06 - loss: 628.2274 - logits_profile_predictions_loss: 624.3184 - logcount_predictions_loss: 0.3204 413/2430 [====>.........................] - ETA: 19:05 - loss: 628.1995 - logits_profile_predictions_loss: 624.2907 - logcount_predictions_loss: 0.3204 414/2430 [====>.........................] - ETA: 19:05 - loss: 628.1713 - 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[============================>.] - ETA: 32s - loss: 617.9237 - logits_profile_predictions_loss: 614.0784 - logcount_predictions_loss: 0.3152 2373/2430 [============================>.] - ETA: 32s - loss: 617.9226 - logits_profile_predictions_loss: 614.0773 - logcount_predictions_loss: 0.3152 2374/2430 [============================>.] - ETA: 31s - loss: 617.9215 - logits_profile_predictions_loss: 614.0762 - logcount_predictions_loss: 0.3152 2375/2430 [============================>.] - ETA: 31s - loss: 617.9204 - logits_profile_predictions_loss: 614.0751 - logcount_predictions_loss: 0.3152 2376/2430 [============================>.] - ETA: 30s - loss: 617.9192 - logits_profile_predictions_loss: 614.0740 - logcount_predictions_loss: 0.3152 2377/2430 [============================>.] - ETA: 30s - loss: 617.9181 - logits_profile_predictions_loss: 614.0729 - logcount_predictions_loss: 0.3152 2378/2430 [============================>.] - ETA: 29s - loss: 617.9170 - logits_profile_predictions_loss: 614.0718 - logcount_predictions_loss: 0.3152 2379/2430 [============================>.] - ETA: 28s - loss: 617.9159 - logits_profile_predictions_loss: 614.0707 - logcount_predictions_loss: 0.3152 2380/2430 [============================>.] - ETA: 28s - loss: 617.9148 - logits_profile_predictions_loss: 614.0696 - logcount_predictions_loss: 0.3152 2381/2430 [============================>.] - ETA: 27s - loss: 617.9137 - logits_profile_predictions_loss: 614.0685 - logcount_predictions_loss: 0.3152 2382/2430 [============================>.] - ETA: 27s - loss: 617.9126 - logits_profile_predictions_loss: 614.0674 - logcount_predictions_loss: 0.3152 2383/2430 [============================>.] - ETA: 26s - loss: 617.9115 - logits_profile_predictions_loss: 614.0664 - logcount_predictions_loss: 0.3152 2384/2430 [============================>.] - ETA: 26s - loss: 617.9104 - logits_profile_predictions_loss: 614.0653 - logcount_predictions_loss: 0.3152 2385/2430 [============================>.] - ETA: 25s - loss: 617.9094 - logits_profile_predictions_loss: 614.0642 - logcount_predictions_loss: 0.3152 2386/2430 [============================>.] - ETA: 24s - loss: 617.9083 - logits_profile_predictions_loss: 614.0632 - logcount_predictions_loss: 0.3152 2387/2430 [============================>.] - ETA: 24s - loss: 617.9072 - logits_profile_predictions_loss: 614.0621 - logcount_predictions_loss: 0.3152 2388/2430 [============================>.] - ETA: 23s - loss: 617.9062 - logits_profile_predictions_loss: 614.0611 - logcount_predictions_loss: 0.3152 2389/2430 [============================>.] - ETA: 23s - loss: 617.9051 - logits_profile_predictions_loss: 614.0601 - logcount_predictions_loss: 0.3152 2390/2430 [============================>.] - ETA: 22s - loss: 617.9041 - logits_profile_predictions_loss: 614.0590 - logcount_predictions_loss: 0.3152 2391/2430 [============================>.] - ETA: 22s - loss: 617.9031 - logits_profile_predictions_loss: 614.0580 - logcount_predictions_loss: 0.3152 2392/2430 [============================>.] - ETA: 21s - loss: 617.9020 - logits_profile_predictions_loss: 614.0569 - logcount_predictions_loss: 0.3152 2393/2430 [============================>.] - ETA: 21s - loss: 617.9009 - logits_profile_predictions_loss: 614.0559 - logcount_predictions_loss: 0.3152 2394/2430 [============================>.] - ETA: 20s - loss: 617.8999 - logits_profile_predictions_loss: 614.0548 - logcount_predictions_loss: 0.3152 2395/2430 [============================>.] - ETA: 19s - loss: 617.8988 - logits_profile_predictions_loss: 614.0538 - logcount_predictions_loss: 0.3152 2396/2430 [============================>.] - ETA: 19s - loss: 617.8977 - logits_profile_predictions_loss: 614.0527 - logcount_predictions_loss: 0.3152 2397/2430 [============================>.] - ETA: 18s - loss: 617.8967 - logits_profile_predictions_loss: 614.0517 - logcount_predictions_loss: 0.3152 2398/2430 [============================>.] - ETA: 18s - loss: 617.8956 - logits_profile_predictions_loss: 614.0506 - logcount_predictions_loss: 0.3152 2399/2430 [============================>.] - ETA: 17s - loss: 617.8945 - logits_profile_predictions_loss: 614.0495 - logcount_predictions_loss: 0.3152 2400/2430 [============================>.] - ETA: 17s - loss: 617.8934 - logits_profile_predictions_loss: 614.0484 - logcount_predictions_loss: 0.3152 2401/2430 [============================>.] - ETA: 16s - loss: 617.8923 - logits_profile_predictions_loss: 614.0473 - logcount_predictions_loss: 0.3152 2402/2430 [============================>.] - ETA: 15s - loss: 617.8912 - logits_profile_predictions_loss: 614.0462 - logcount_predictions_loss: 0.3152 2403/2430 [============================>.] - ETA: 15s - loss: 617.8901 - logits_profile_predictions_loss: 614.0452 - logcount_predictions_loss: 0.3152 2404/2430 [============================>.] - ETA: 14s - loss: 617.8890 - logits_profile_predictions_loss: 614.0441 - logcount_predictions_loss: 0.3152 2405/2430 [============================>.] - ETA: 14s - loss: 617.8880 - logits_profile_predictions_loss: 614.0430 - logcount_predictions_loss: 0.3152 2406/2430 [============================>.] - ETA: 13s - loss: 617.8869 - logits_profile_predictions_loss: 614.0420 - logcount_predictions_loss: 0.3152 2407/2430 [============================>.] - ETA: 13s - loss: 617.8858 - logits_profile_predictions_loss: 614.0409 - logcount_predictions_loss: 0.3152 2408/2430 [============================>.] - ETA: 12s - loss: 617.8847 - logits_profile_predictions_loss: 614.0398 - logcount_predictions_loss: 0.3151 2409/2430 [============================>.] - ETA: 11s - loss: 617.8836 - logits_profile_predictions_loss: 614.0387 - logcount_predictions_loss: 0.3151 2410/2430 [============================>.] - ETA: 11s - loss: 617.8824 - logits_profile_predictions_loss: 614.0376 - logcount_predictions_loss: 0.3151 2411/2430 [============================>.] - ETA: 10s - loss: 617.8813 - logits_profile_predictions_loss: 614.0364 - logcount_predictions_loss: 0.3151 2412/2430 [============================>.] - ETA: 10s - loss: 617.8802 - logits_profile_predictions_loss: 614.0354 - logcount_predictions_loss: 0.3151 2413/2430 [============================>.] - ETA: 9s - loss: 617.8791 - logits_profile_predictions_loss: 614.0343 - logcount_predictions_loss: 0.3151  2414/2430 [============================>.] - ETA: 9s - loss: 617.8780 - logits_profile_predictions_loss: 614.0332 - logcount_predictions_loss: 0.3151 2415/2430 [============================>.] - ETA: 8s - loss: 617.8769 - logits_profile_predictions_loss: 614.0321 - logcount_predictions_loss: 0.3151 2416/2430 [============================>.] - ETA: 7s - loss: 617.8759 - logits_profile_predictions_loss: 614.0310 - logcount_predictions_loss: 0.3151 2417/2430 [============================>.] - ETA: 7s - loss: 617.8748 - logits_profile_predictions_loss: 614.0300 - logcount_predictions_loss: 0.3151 2418/2430 [============================>.] - ETA: 6s - loss: 617.8737 - logits_profile_predictions_loss: 614.0289 - logcount_predictions_loss: 0.3151 2419/2430 [============================>.] - ETA: 6s - loss: 617.8727 - logits_profile_predictions_loss: 614.0279 - logcount_predictions_loss: 0.3151 2420/2430 [============================>.] - ETA: 5s - loss: 617.8716 - logits_profile_predictions_loss: 614.0269 - logcount_predictions_loss: 0.3151 2421/2430 [============================>.] - ETA: 5s - loss: 617.8706 - logits_profile_predictions_loss: 614.0258 - logcount_predictions_loss: 0.3151 2422/2430 [============================>.] - ETA: 4s - loss: 617.8695 - logits_profile_predictions_loss: 614.0248 - logcount_predictions_loss: 0.3151 2423/2430 [============================>.] - ETA: 3s - loss: 617.8685 - logits_profile_predictions_loss: 614.0238 - logcount_predictions_loss: 0.3151 2424/2430 [============================>.] - ETA: 3s - loss: 617.8674 - logits_profile_predictions_loss: 614.0227 - logcount_predictions_loss: 0.3151 2425/2430 [============================>.] - ETA: 2s - loss: 617.8664 - logits_profile_predictions_loss: 614.0217 - logcount_predictions_loss: 0.3151 2426/2430 [============================>.] - ETA: 2s - loss: 617.8653 - logits_profile_predictions_loss: 614.0206 - logcount_predictions_loss: 0.3151 2427/2430 [============================>.] - ETA: 1s - loss: 617.8643 - logits_profile_predictions_loss: 614.0196 - logcount_predictions_loss: 0.3151 2428/2430 [============================>.] - ETA: 1s - loss: 617.8633 - logits_profile_predictions_loss: 614.0186 - logcount_predictions_loss: 0.3151 2429/2430 [============================>.] - ETA: 0s - loss: 617.8622 - logits_profile_predictions_loss: 614.0176 - logcount_predictions_loss: 0.3151 2430/2430 [==============================] - ETA: 0s - loss: 617.8612 - logits_profile_predictions_loss: 614.0165 - logcount_predictions_loss: 0.3151 2430/2430 [==============================] - 1430s 589ms/step - loss: 617.8602 - logits_profile_predictions_loss: 614.0155 - logcount_predictions_loss: 0.3151 - val_loss: 644.1240 - val_logits_profile_predictions_loss: 639.2503 - val_logcount_predictions_loss: 0.3995 Epoch 00012: val_loss did not improve from 640.45856 Epoch 13/50 1/2430 [..............................] - ETA: 23:39 - loss: 583.7846 - logits_profile_predictions_loss: 572.1627 - logcount_predictions_loss: 0.9526 2/2430 [..............................] - ETA: 22:56 - loss: 586.1154 - logits_profile_predictions_loss: 576.4862 - logcount_predictions_loss: 0.7893 3/2430 [..............................] - ETA: 22:57 - loss: 584.9702 - logits_profile_predictions_loss: 576.4466 - logcount_predictions_loss: 0.6987 4/2430 [..............................] - ETA: 22:56 - loss: 581.9546 - logits_profile_predictions_loss: 574.2372 - logcount_predictions_loss: 0.6326 5/2430 [..............................] - ETA: 22:56 - loss: 580.7488 - logits_profile_predictions_loss: 573.5530 - logcount_predictions_loss: 0.5898 6/2430 [..............................] - ETA: 22:55 - loss: 581.9412 - logits_profile_predictions_loss: 575.1287 - logcount_predictions_loss: 0.5584 7/2430 [..............................] - ETA: 22:55 - loss: 583.3829 - logits_profile_predictions_loss: 576.8842 - logcount_predictions_loss: 0.5327 8/2430 [..............................] - ETA: 22:54 - loss: 585.8666 - logits_profile_predictions_loss: 579.6446 - logcount_predictions_loss: 0.5100 9/2430 [..............................] - ETA: 22:54 - loss: 587.4032 - logits_profile_predictions_loss: 581.4089 - logcount_predictions_loss: 0.4913 10/2430 [..............................] - ETA: 22:53 - loss: 588.4565 - logits_profile_predictions_loss: 582.6417 - logcount_predictions_loss: 0.4766 11/2430 [..............................] - ETA: 22:52 - loss: 589.1549 - logits_profile_predictions_loss: 583.4892 - logcount_predictions_loss: 0.4644 12/2430 [..............................] - ETA: 22:52 - loss: 589.5274 - logits_profile_predictions_loss: 583.9887 - logcount_predictions_loss: 0.4540 13/2430 [..............................] - ETA: 22:51 - loss: 589.3821 - logits_profile_predictions_loss: 583.9580 - logcount_predictions_loss: 0.4446 14/2430 [..............................] - ETA: 22:51 - loss: 589.8969 - logits_profile_predictions_loss: 584.5707 - logcount_predictions_loss: 0.4366 15/2430 [..............................] - ETA: 22:50 - loss: 590.7153 - logits_profile_predictions_loss: 585.4751 - logcount_predictions_loss: 0.4295 16/2430 [..............................] - ETA: 22:50 - loss: 591.4365 - logits_profile_predictions_loss: 586.2743 - logcount_predictions_loss: 0.4231 17/2430 [..............................] - ETA: 22:49 - loss: 592.0369 - logits_profile_predictions_loss: 586.9363 - logcount_predictions_loss: 0.4181 18/2430 [..............................] - ETA: 22:48 - loss: 592.3263 - logits_profile_predictions_loss: 587.2798 - logcount_predictions_loss: 0.4137 19/2430 [..............................] - ETA: 22:48 - loss: 592.4823 - logits_profile_predictions_loss: 587.4852 - logcount_predictions_loss: 0.4096 20/2430 [..............................] - ETA: 22:47 - loss: 592.6019 - logits_profile_predictions_loss: 587.6486 - logcount_predictions_loss: 0.4060 21/2430 [..............................] - ETA: 22:48 - loss: 592.5835 - logits_profile_predictions_loss: 587.6723 - logcount_predictions_loss: 0.4026 22/2430 [..............................] - ETA: 22:47 - loss: 592.5688 - logits_profile_predictions_loss: 587.6977 - logcount_predictions_loss: 0.3993 23/2430 [..............................] - ETA: 22:47 - loss: 592.4221 - logits_profile_predictions_loss: 587.5896 - logcount_predictions_loss: 0.3961 24/2430 [..............................] - ETA: 22:46 - loss: 592.3069 - logits_profile_predictions_loss: 587.5104 - logcount_predictions_loss: 0.3932 25/2430 [..............................] - ETA: 22:45 - loss: 592.1456 - logits_profile_predictions_loss: 587.3847 - logcount_predictions_loss: 0.3902 26/2430 [..............................] - ETA: 22:45 - loss: 592.2056 - logits_profile_predictions_loss: 587.4777 - logcount_predictions_loss: 0.3875 27/2430 [..............................] - ETA: 22:44 - loss: 592.2356 - logits_profile_predictions_loss: 587.5393 - logcount_predictions_loss: 0.3849 28/2430 [..............................] - ETA: 22:44 - loss: 592.2380 - logits_profile_predictions_loss: 587.5727 - logcount_predictions_loss: 0.3824 29/2430 [..............................] - ETA: 22:43 - loss: 592.2333 - logits_profile_predictions_loss: 587.5984 - logcount_predictions_loss: 0.3799 30/2430 [..............................] - ETA: 22:42 - loss: 592.3112 - logits_profile_predictions_loss: 587.7061 - logcount_predictions_loss: 0.3775 31/2430 [..............................] - ETA: 22:42 - loss: 592.3808 - logits_profile_predictions_loss: 587.8022 - logcount_predictions_loss: 0.3753 32/2430 [..............................] - ETA: 22:41 - loss: 592.4148 - logits_profile_predictions_loss: 587.8617 - logcount_predictions_loss: 0.3732 33/2430 [..............................] - ETA: 22:41 - loss: 592.4560 - logits_profile_predictions_loss: 587.9263 - logcount_predictions_loss: 0.3713 34/2430 [..............................] - ETA: 22:40 - loss: 592.4524 - logits_profile_predictions_loss: 587.9449 - logcount_predictions_loss: 0.3695 35/2430 [..............................] - ETA: 22:39 - loss: 592.4108 - logits_profile_predictions_loss: 587.9242 - logcount_predictions_loss: 0.3678 36/2430 [..............................] - ETA: 22:39 - loss: 592.3493 - logits_profile_predictions_loss: 587.8812 - logcount_predictions_loss: 0.3662 37/2430 [..............................] - ETA: 22:38 - loss: 592.3554 - logits_profile_predictions_loss: 587.9061 - logcount_predictions_loss: 0.3647 38/2430 [..............................] - ETA: 22:38 - loss: 592.3621 - logits_profile_predictions_loss: 587.9311 - logcount_predictions_loss: 0.3632 39/2430 [..............................] - ETA: 22:37 - loss: 592.4271 - logits_profile_predictions_loss: 588.0142 - logcount_predictions_loss: 0.3617 40/2430 [..............................] - ETA: 22:36 - loss: 592.4727 - logits_profile_predictions_loss: 588.0776 - logcount_predictions_loss: 0.3603 41/2430 [..............................] - ETA: 22:36 - loss: 592.5096 - logits_profile_predictions_loss: 588.1318 - logcount_predictions_loss: 0.3588 42/2430 [..............................] - ETA: 22:35 - loss: 592.5154 - logits_profile_predictions_loss: 588.1534 - logcount_predictions_loss: 0.3575 43/2430 [..............................] - ETA: 22:35 - loss: 592.5845 - logits_profile_predictions_loss: 588.2376 - logcount_predictions_loss: 0.3563 44/2430 [..............................] - ETA: 22:34 - loss: 592.6451 - logits_profile_predictions_loss: 588.3123 - logcount_predictions_loss: 0.3551 45/2430 [..............................] - ETA: 22:33 - loss: 592.7066 - logits_profile_predictions_loss: 588.3881 - logcount_predictions_loss: 0.3540 46/2430 [..............................] - ETA: 22:33 - loss: 592.7502 - logits_profile_predictions_loss: 588.4464 - logcount_predictions_loss: 0.3528 47/2430 [..............................] - ETA: 22:32 - loss: 592.7765 - logits_profile_predictions_loss: 588.4869 - logcount_predictions_loss: 0.3516 48/2430 [..............................] - ETA: 22:32 - loss: 592.7857 - logits_profile_predictions_loss: 588.5104 - logcount_predictions_loss: 0.3504 49/2430 [..............................] - ETA: 22:31 - loss: 592.7962 - logits_profile_predictions_loss: 588.5345 - logcount_predictions_loss: 0.3493 50/2430 [..............................] - ETA: 22:30 - loss: 592.8150 - logits_profile_predictions_loss: 588.5664 - logcount_predictions_loss: 0.3482 51/2430 [..............................] - ETA: 22:30 - loss: 592.8023 - logits_profile_predictions_loss: 588.5664 - logcount_predictions_loss: 0.3472 52/2430 [..............................] - ETA: 22:29 - loss: 592.8013 - logits_profile_predictions_loss: 588.5769 - logcount_predictions_loss: 0.3463 53/2430 [..............................] - ETA: 22:29 - loss: 592.7902 - logits_profile_predictions_loss: 588.5776 - logcount_predictions_loss: 0.3453 54/2430 [..............................] - ETA: 22:28 - loss: 592.7832 - logits_profile_predictions_loss: 588.5810 - logcount_predictions_loss: 0.3444 55/2430 [..............................] - ETA: 22:27 - loss: 592.7776 - logits_profile_predictions_loss: 588.5859 - logcount_predictions_loss: 0.3436 56/2430 [..............................] - ETA: 22:27 - loss: 592.7688 - logits_profile_predictions_loss: 588.5871 - logcount_predictions_loss: 0.3428 57/2430 [..............................] - ETA: 22:26 - loss: 592.7204 - logits_profile_predictions_loss: 588.5483 - logcount_predictions_loss: 0.3420 58/2430 [..............................] - ETA: 22:26 - loss: 592.6526 - logits_profile_predictions_loss: 588.4893 - logcount_predictions_loss: 0.3413 59/2430 [..............................] - ETA: 22:25 - loss: 592.5973 - logits_profile_predictions_loss: 588.4424 - logcount_predictions_loss: 0.3406 60/2430 [..............................] - ETA: 22:25 - loss: 592.5712 - logits_profile_predictions_loss: 588.4248 - logcount_predictions_loss: 0.3399 61/2430 [..............................] - ETA: 22:24 - loss: 592.5691 - logits_profile_predictions_loss: 588.4309 - logcount_predictions_loss: 0.3392 62/2430 [..............................] - ETA: 22:24 - loss: 592.5719 - logits_profile_predictions_loss: 588.4415 - logcount_predictions_loss: 0.3386 63/2430 [..............................] - ETA: 22:23 - loss: 592.5740 - logits_profile_predictions_loss: 588.4515 - logcount_predictions_loss: 0.3379 64/2430 [..............................] - ETA: 22:22 - loss: 592.5811 - logits_profile_predictions_loss: 588.4659 - logcount_predictions_loss: 0.3373 65/2430 [..............................] - ETA: 22:22 - loss: 592.5749 - logits_profile_predictions_loss: 588.4671 - logcount_predictions_loss: 0.3367 66/2430 [..............................] - ETA: 22:21 - loss: 592.5787 - logits_profile_predictions_loss: 588.4782 - logcount_predictions_loss: 0.3361 67/2430 [..............................] - ETA: 22:21 - loss: 592.5755 - logits_profile_predictions_loss: 588.4821 - logcount_predictions_loss: 0.3355 68/2430 [..............................] - ETA: 22:20 - loss: 592.5636 - logits_profile_predictions_loss: 588.4773 - logcount_predictions_loss: 0.3349 69/2430 [..............................] - ETA: 22:20 - loss: 592.5332 - logits_profile_predictions_loss: 588.4538 - logcount_predictions_loss: 0.3344 70/2430 [..............................] - ETA: 22:19 - loss: 592.4851 - logits_profile_predictions_loss: 588.4127 - logcount_predictions_loss: 0.3338 71/2430 [..............................] - ETA: 22:18 - loss: 592.4259 - logits_profile_predictions_loss: 588.3604 - logcount_predictions_loss: 0.3332 72/2430 [..............................] - ETA: 22:18 - loss: 592.3942 - logits_profile_predictions_loss: 588.3349 - logcount_predictions_loss: 0.3327 73/2430 [..............................] - ETA: 22:17 - loss: 592.3645 - logits_profile_predictions_loss: 588.3113 - logcount_predictions_loss: 0.3322 74/2430 [..............................] - ETA: 22:17 - loss: 592.3635 - logits_profile_predictions_loss: 588.3160 - logcount_predictions_loss: 0.3318 75/2430 [..............................] - ETA: 22:16 - loss: 592.3643 - logits_profile_predictions_loss: 588.3225 - logcount_predictions_loss: 0.3313 76/2430 [..............................] - ETA: 22:15 - loss: 592.3629 - logits_profile_predictions_loss: 588.3265 - logcount_predictions_loss: 0.3309 77/2430 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602.3334 - logcount_predictions_loss: 0.2983 2425/2430 [============================>.] - ETA: 2s - loss: 605.9744 - logits_profile_predictions_loss: 602.3346 - logcount_predictions_loss: 0.2983 2426/2430 [============================>.] - ETA: 2s - loss: 605.9756 - logits_profile_predictions_loss: 602.3358 - logcount_predictions_loss: 0.2983 2427/2430 [============================>.] - ETA: 1s - loss: 605.9768 - logits_profile_predictions_loss: 602.3370 - logcount_predictions_loss: 0.2983 2428/2430 [============================>.] - ETA: 1s - loss: 605.9779 - logits_profile_predictions_loss: 602.3382 - logcount_predictions_loss: 0.2983 2429/2430 [============================>.] - ETA: 0s - loss: 605.9791 - logits_profile_predictions_loss: 602.3393 - logcount_predictions_loss: 0.2983 2430/2430 [==============================] - ETA: 0s - loss: 605.9803 - logits_profile_predictions_loss: 602.3405 - logcount_predictions_loss: 0.2983 2430/2430 [==============================] - 1430s 588ms/step - loss: 605.9815 - logits_profile_predictions_loss: 602.3417 - logcount_predictions_loss: 0.2983 - val_loss: 640.7418 - val_logits_profile_predictions_loss: 636.2017 - val_logcount_predictions_loss: 0.3721 Epoch 00013: val_loss did not improve from 640.45856 Restoring model weights from the end of the best epoch. Epoch 00013: early stopping save model save model without bias 2022-10-05_11-40-45: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/predict.py \ --genome=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ --bigwig=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR731KDL//preprocessing/bigWigs/ENCSR731KDL.bigWig \ --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR731KDL//chrombppnet_model_encsr283tme_bias_fold_3//filtered.peaks.bed \ --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR731KDL//chrombppnet_model_encsr283tme_bias_fold_3//filtered.nonpeaks.bed \ --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_3.json \ --inputlen=2114 \ --outputlen=1000 \ --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR731KDL//chrombppnet_model_encsr283tme_bias_fold_3//chrombpnet \ --batch_size=256 \ --model_h5=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR731KDL//chrombppnet_model_encsr283tme_bias_fold_3//chrombpnet.h5 got the model loading peaks... got split:test for bed regions:(42534, 10) loading nonpeaks... got split:test for bed regions:(39178, 10) 0/320 100/320 200/320 300/320 2022-10-05_11-48-56: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/predict.py \ --genome=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ --bigwig=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR731KDL//preprocessing/bigWigs/ENCSR731KDL.bigWig \ --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR731KDL//chrombppnet_model_encsr283tme_bias_fold_3//filtered.peaks.bed \ --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR731KDL//chrombppnet_model_encsr283tme_bias_fold_3//filtered.nonpeaks.bed \ --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_3.json \ --inputlen=2114 \ --outputlen=1000 \ --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR731KDL//chrombppnet_model_encsr283tme_bias_fold_3//chrombpnet_wo_bias \ --batch_size=256 \ --model_h5=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR731KDL//chrombppnet_model_encsr283tme_bias_fold_3//chrombpnet_wo_bias.h5 got the model loading peaks... got split:test for bed regions:(42534, 10) loading nonpeaks... got split:test for bed regions:(39178, 10) 0/320 100/320 200/320 300/320 2022-10-05_11-56-31: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/predict.py \ --genome=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ --bigwig=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR731KDL//preprocessing/bigWigs/ENCSR731KDL.bigWig \ --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR731KDL//chrombppnet_model_encsr283tme_bias_fold_3//filtered.peaks.bed \ --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR731KDL//chrombppnet_model_encsr283tme_bias_fold_3//filtered.nonpeaks.bed \ --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_3.json \ --inputlen=2114 \ --outputlen=1000 \ --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR731KDL//chrombppnet_model_encsr283tme_bias_fold_3//bias \ --batch_size=256 \ --model_h5=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR731KDL//chrombppnet_model_encsr283tme_bias_fold_3//bias_model_scaled.h5 got the model loading peaks... got split:test for bed regions:(42534, 10) loading nonpeaks... got split:test for bed regions:(39178, 10) 0/320 100/320 200/320 300/320 2022-10-05_12-00-26: mkdir /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR731KDL//chrombppnet_model_encsr283tme_bias_fold_3//footprints 2022-10-05_12-00-26: 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/DNASE/ENCSR731KDL//chrombppnet_model_encsr283tme_bias_fold_3//filtered.nonpeaks.bed \ -chr chr1 \ -m /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR731KDL//chrombppnet_model_encsr283tme_bias_fold_3//chrombpnet_wo_bias.h5 \ -bs 512 \ -o /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR731KDL//chrombppnet_model_encsr283tme_bias_fold_3//footprints/corrected \ -pwm_f src/evaluation/marginal_footprints/motif_to_pwm.tsv \ -mo dnase_1,dnase_2 MOTIF_NAME MOTIF_PWM_FWD 0 tn5_1 GCACAGTACAGAGCTG 1 tn5_2 GTGCACAGTTCTAGAGTGTGCAG 2 tn5_3 CCTCTACACTGTGCAGAA 3 tn5_4 GCACAGTTCTAGACTGTGCAG 4 tn5_5 CTGCACAGTGTAGAGTTGTGC 5 dnase_1 TTTACAAGTCCA 6 dnase_2 TGTACTTACGAA 7 NRF1 GCGCATGCGC 8 AP1 CGATATGACTCATCCC 9 CTCF TTGGCCACTAGGGGGCGCTAT 10 ETS CCGAAAGCGGAAGTGAGAC 11 SP1 AAGGGGGCGGGGCCTAA 12 RUNX CCCTAACCACAGCCC 13 NFKB GCAAGGGAAATTCCCCAGG 14 GATA+TAL GGCTGGGGGGGGCAGATAAGGCC 15 TAL GGCTGGG 16 NFYB CCAGCCAATCAGAGC 17 GABPA GAAACCGGAAGTGGCC 18 BACH1+MAFK AACTGCTGAGTCATCCCG 19 NRF1 CCCCGCGCATGCGCAGTGC 20 HNF4G CCGTTGGACTTTGGACCCTG got the model Model: "model_1" __________________________________________________________________________________________________ Layer (type) Output Shape Param # Connected to ================================================================================================== sequence (InputLayer) [(None, 2114, 4)] 0 __________________________________________________________________________________________________ wo_bias_bpnet_1st_conv (Conv1D) (None, 2094, 512) 43520 sequence[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_1conv (Conv1D) (None, 2090, 512) 786944 wo_bias_bpnet_1st_conv[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_1crop (Cropping1D (None, 2090, 512) 0 wo_bias_bpnet_1st_conv[0][0] __________________________________________________________________________________________________ add (Add) (None, 2090, 512) 0 wo_bias_bpnet_1conv[0][0] wo_bias_bpnet_1crop[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_2conv (Conv1D) (None, 2082, 512) 786944 add[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_2crop (Cropping1D (None, 2082, 512) 0 add[0][0] __________________________________________________________________________________________________ add_1 (Add) (None, 2082, 512) 0 wo_bias_bpnet_2conv[0][0] wo_bias_bpnet_2crop[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_3conv (Conv1D) (None, 2066, 512) 786944 add_1[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_3crop (Cropping1D (None, 2066, 512) 0 add_1[0][0] __________________________________________________________________________________________________ add_2 (Add) (None, 2066, 512) 0 wo_bias_bpnet_3conv[0][0] wo_bias_bpnet_3crop[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_4conv (Conv1D) (None, 2034, 512) 786944 add_2[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_4crop (Cropping1D (None, 2034, 512) 0 add_2[0][0] __________________________________________________________________________________________________ add_3 (Add) (None, 2034, 512) 0 wo_bias_bpnet_4conv[0][0] wo_bias_bpnet_4crop[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_5conv (Conv1D) (None, 1970, 512) 786944 add_3[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_5crop (Cropping1D (None, 1970, 512) 0 add_3[0][0] __________________________________________________________________________________________________ add_4 (Add) (None, 1970, 512) 0 wo_bias_bpnet_5conv[0][0] wo_bias_bpnet_5crop[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_6conv (Conv1D) (None, 1842, 512) 786944 add_4[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_6crop (Cropping1D (None, 1842, 512) 0 add_4[0][0] __________________________________________________________________________________________________ add_5 (Add) (None, 1842, 512) 0 wo_bias_bpnet_6conv[0][0] wo_bias_bpnet_6crop[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_7conv (Conv1D) (None, 1586, 512) 786944 add_5[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_7crop (Cropping1D (None, 1586, 512) 0 add_5[0][0] __________________________________________________________________________________________________ add_6 (Add) (None, 1586, 512) 0 wo_bias_bpnet_7conv[0][0] wo_bias_bpnet_7crop[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_8conv (Conv1D) (None, 1074, 512) 786944 add_6[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_8crop (Cropping1D (None, 1074, 512) 0 add_6[0][0] __________________________________________________________________________________________________ add_7 (Add) (None, 1074, 512) 0 wo_bias_bpnet_8conv[0][0] wo_bias_bpnet_8crop[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_prof_out_precrop (None, 1000, 1) 38401 add_7[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_logitt_before_fla (None, 1000, 1) 0 wo_bias_bpnet_prof_out_precrop[0] __________________________________________________________________________________________________ gap (GlobalAveragePooling1D) (None, 512) 0 add_7[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_logits_profile_pr (None, 1000) 0 wo_bias_bpnet_logitt_before_flatt __________________________________________________________________________________________________ wo_bias_bpnet_logcount_predicti (None, 1) 513 gap[0][0] ================================================================================================== Total params: 6,377,986 Trainable params: 6,377,986 Non-trainable params: 0 __________________________________________________________________________________________________ inferred model inputlen: 2114 inferred model outputlen: 1000 inserting motif: dnase_1 TTTACAAGTCCA 1/38 [..............................] - ETA: 5:42 3/38 [=>............................] - ETA: 27s  4/38 [==>...........................] - ETA: 35s 5/38 [==>...........................] - ETA: 39s 6/38 [===>..........................] - ETA: 40s 7/38 [====>.........................] - ETA: 40s 8/38 [=====>........................] - ETA: 40s 9/38 [======>.......................] - ETA: 39s 10/38 [======>.......................] - ETA: 39s 11/38 [=======>......................] - ETA: 38s 12/38 [========>.....................] - ETA: 37s 13/38 [=========>....................] - ETA: 36s 14/38 [==========>...................] - ETA: 34s 15/38 [==========>...................] - ETA: 33s 16/38 [===========>..................] - ETA: 32s 17/38 [============>.................] - ETA: 30s 18/38 [=============>................] - ETA: 29s 19/38 [==============>...............] - ETA: 28s 20/38 [==============>...............] - ETA: 26s 21/38 [===============>..............] - ETA: 25s 22/38 [================>.............] - ETA: 23s 23/38 [=================>............] - ETA: 22s 24/38 [=================>............] - ETA: 21s 25/38 [==================>...........] - ETA: 19s 26/38 [===================>..........] - ETA: 18s 27/38 [====================>.........] - ETA: 16s 28/38 [=====================>........] - ETA: 15s 29/38 [=====================>........] - ETA: 13s 30/38 [======================>.......] - ETA: 12s 31/38 [=======================>......] - ETA: 10s 32/38 [========================>.....] - ETA: 9s  33/38 [=========================>....] - ETA: 7s 34/38 [=========================>....] - ETA: 6s 35/38 [==========================>...] - ETA: 4s 36/38 [===========================>..] - ETA: 3s 37/38 [============================>.] - ETA: 1s 38/38 [==============================] - ETA: 0s 38/38 [==============================] - 71s 2s/step 1/38 [..............................] - ETA: 0s 2/38 [>.............................] - ETA: 56s 3/38 [=>............................] - ETA: 54s 4/38 [==>...........................] - ETA: 53s 5/38 [==>...........................] - ETA: 51s 6/38 [===>..........................] - ETA: 50s 7/38 [====>.........................] - ETA: 48s 8/38 [=====>........................] - ETA: 47s 9/38 [======>.......................] - ETA: 45s 10/38 [======>.......................] - ETA: 43s 11/38 [=======>......................] - ETA: 42s 12/38 [========>.....................] - ETA: 40s 13/38 [=========>....................] - ETA: 39s 14/38 [==========>...................] - ETA: 37s 15/38 [==========>...................] - ETA: 36s 16/38 [===========>..................] - ETA: 34s 17/38 [============>.................] - ETA: 32s 18/38 [=============>................] - ETA: 31s 19/38 [==============>...............] - ETA: 29s 20/38 [==============>...............] - ETA: 28s 21/38 [===============>..............] - ETA: 26s 22/38 [================>.............] - ETA: 25s 23/38 [=================>............] - ETA: 23s 24/38 [=================>............] - ETA: 21s 25/38 [==================>...........] - ETA: 20s 26/38 [===================>..........] - ETA: 18s 27/38 [====================>.........] - ETA: 17s 28/38 [=====================>........] - ETA: 15s 29/38 [=====================>........] - ETA: 14s 30/38 [======================>.......] - ETA: 12s 31/38 [=======================>......] - ETA: 10s 32/38 [========================>.....] - ETA: 9s  33/38 [=========================>....] - ETA: 7s 34/38 [=========================>....] - ETA: 6s 35/38 [==========================>...] - ETA: 4s 36/38 [===========================>..] - ETA: 3s 37/38 [============================>.] - ETA: 1s 38/38 [==============================] - ETA: 0s 38/38 [==============================] - 59s 2s/step inserting motif: dnase_2 TGTACTTACGAA 1/38 [..............................] - ETA: 0s 2/38 [>.............................] - ETA: 56s 3/38 [=>............................] - ETA: 54s 4/38 [==>...........................] - ETA: 53s 5/38 [==>...........................] - ETA: 51s 6/38 [===>..........................] - ETA: 50s 7/38 [====>.........................] - ETA: 48s 8/38 [=====>........................] - ETA: 47s 9/38 [======>.......................] - ETA: 45s 10/38 [======>.......................] - ETA: 43s 11/38 [=======>......................] - ETA: 42s 12/38 [========>.....................] - ETA: 40s 13/38 [=========>....................] - ETA: 39s 14/38 [==========>...................] - ETA: 37s 15/38 [==========>...................] - ETA: 36s 16/38 [===========>..................] - ETA: 34s 17/38 [============>.................] - ETA: 32s 18/38 [=============>................] - ETA: 31s 19/38 [==============>...............] - ETA: 29s 20/38 [==============>...............] - ETA: 28s 21/38 [===============>..............] - ETA: 26s 22/38 [================>.............] - ETA: 25s 23/38 [=================>............] - ETA: 23s 24/38 [=================>............] - ETA: 21s 25/38 [==================>...........] - ETA: 20s 26/38 [===================>..........] - ETA: 18s 27/38 [====================>.........] - ETA: 17s 28/38 [=====================>........] - ETA: 15s 29/38 [=====================>........] - ETA: 14s 30/38 [======================>.......] - ETA: 12s 31/38 [=======================>......] - ETA: 10s 32/38 [========================>.....] - ETA: 9s  33/38 [=========================>....] - ETA: 7s 34/38 [=========================>....] - ETA: 6s 35/38 [==========================>...] - ETA: 4s 36/38 [===========================>..] - ETA: 3s 37/38 [============================>.] - ETA: 1s 38/38 [==============================] - ETA: 0s 38/38 [==============================] - 59s 2s/step 1/38 [..............................] - ETA: 0s 2/38 [>.............................] - ETA: 56s 3/38 [=>............................] - ETA: 54s 4/38 [==>...........................] - ETA: 53s 5/38 [==>...........................] - ETA: 51s 6/38 [===>..........................] - ETA: 50s 7/38 [====>.........................] - ETA: 48s 8/38 [=====>........................] - ETA: 47s 9/38 [======>.......................] - ETA: 45s 10/38 [======>.......................] - ETA: 43s 11/38 [=======>......................] - ETA: 42s 12/38 [========>.....................] - ETA: 40s 13/38 [=========>....................] - ETA: 39s 14/38 [==========>...................] - ETA: 37s 15/38 [==========>...................] - ETA: 36s 16/38 [===========>..................] - ETA: 34s 17/38 [============>.................] - ETA: 32s 18/38 [=============>................] - ETA: 31s 19/38 [==============>...............] - ETA: 29s 20/38 [==============>...............] - ETA: 28s 21/38 [===============>..............] - ETA: 26s 22/38 [================>.............] - ETA: 25s 23/38 [=================>............] - ETA: 23s 24/38 [=================>............] - ETA: 21s 25/38 [==================>...........] - ETA: 20s 26/38 [===================>..........] - ETA: 18s 27/38 [====================>.........] - ETA: 17s 28/38 [=====================>........] - ETA: 15s 29/38 [=====================>........] - ETA: 14s 30/38 [======================>.......] - ETA: 12s 31/38 [=======================>......] - ETA: 10s 32/38 [========================>.....] - ETA: 9s  33/38 [=========================>....] - ETA: 7s 34/38 [=========================>....] - ETA: 6s 35/38 [==========================>...] - ETA: 4s 36/38 [===========================>..] - ETA: 3s 37/38 [============================>.] - ETA: 1s 38/38 [==============================] - ETA: 0s 38/38 [==============================] - 59s 2s/step Saving marginal footprints 2022-10-05_12-05-06: mkdir /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR731KDL//chrombppnet_model_encsr283tme_bias_fold_3//footprints 2022-10-05_12-05-06: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/evaluation/marginal_footprints/marginal_footprinting.py \ -g /scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ -r /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR731KDL//chrombppnet_model_encsr283tme_bias_fold_3//filtered.nonpeaks.bed \ -chr chr1 \ -m /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR731KDL//chrombppnet_model_encsr283tme_bias_fold_3//bias_model_scaled.h5 \ -bs 512 \ -o /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR731KDL//chrombppnet_model_encsr283tme_bias_fold_3//footprints/bias \ -pwm_f src/evaluation/marginal_footprints/motif_to_pwm.tsv \ -mo dnase_1,dnase_2 MOTIF_NAME MOTIF_PWM_FWD 0 tn5_1 GCACAGTACAGAGCTG 1 tn5_2 GTGCACAGTTCTAGAGTGTGCAG 2 tn5_3 CCTCTACACTGTGCAGAA 3 tn5_4 GCACAGTTCTAGACTGTGCAG 4 tn5_5 CTGCACAGTGTAGAGTTGTGC 5 dnase_1 TTTACAAGTCCA 6 dnase_2 TGTACTTACGAA 7 NRF1 GCGCATGCGC 8 AP1 CGATATGACTCATCCC 9 CTCF TTGGCCACTAGGGGGCGCTAT 10 ETS CCGAAAGCGGAAGTGAGAC 11 SP1 AAGGGGGCGGGGCCTAA 12 RUNX CCCTAACCACAGCCC 13 NFKB GCAAGGGAAATTCCCCAGG 14 GATA+TAL GGCTGGGGGGGGCAGATAAGGCC 15 TAL GGCTGGG 16 NFYB CCAGCCAATCAGAGC 17 GABPA GAAACCGGAAGTGGCC 18 BACH1+MAFK AACTGCTGAGTCATCCCG 19 NRF1 CCCCGCGCATGCGCAGTGC 20 HNF4G CCGTTGGACTTTGGACCCTG got the model Model: "model" __________________________________________________________________________________________________ Layer (type) Output Shape Param # Connected to ================================================================================================== sequence (InputLayer) [(None, 2114, 4)] 0 __________________________________________________________________________________________________ bpnet_1st_conv (Conv1D) (None, 2094, 128) 10880 sequence[0][0] __________________________________________________________________________________________________ bpnet_1conv (Conv1D) (None, 2090, 128) 49280 bpnet_1st_conv[0][0] __________________________________________________________________________________________________ bpnet_1crop (Cropping1D) (None, 2090, 128) 0 bpnet_1st_conv[0][0] __________________________________________________________________________________________________ add (Add) (None, 2090, 128) 0 bpnet_1conv[0][0] bpnet_1crop[0][0] __________________________________________________________________________________________________ bpnet_2conv (Conv1D) (None, 2082, 128) 49280 add[0][0] __________________________________________________________________________________________________ bpnet_2crop (Cropping1D) (None, 2082, 128) 0 add[0][0] __________________________________________________________________________________________________ add_1 (Add) (None, 2082, 128) 0 bpnet_2conv[0][0] bpnet_2crop[0][0] __________________________________________________________________________________________________ bpnet_3conv (Conv1D) (None, 2066, 128) 49280 add_1[0][0] __________________________________________________________________________________________________ bpnet_3crop (Cropping1D) (None, 2066, 128) 0 add_1[0][0] __________________________________________________________________________________________________ add_2 (Add) (None, 2066, 128) 0 bpnet_3conv[0][0] bpnet_3crop[0][0] __________________________________________________________________________________________________ bpnet_4conv (Conv1D) (None, 2034, 128) 49280 add_2[0][0] __________________________________________________________________________________________________ bpnet_4crop (Cropping1D) (None, 2034, 128) 0 add_2[0][0] __________________________________________________________________________________________________ add_3 (Add) (None, 2034, 128) 0 bpnet_4conv[0][0] bpnet_4crop[0][0] __________________________________________________________________________________________________ prof_out_precrop (Conv1D) (None, 1960, 1) 9601 add_3[0][0] __________________________________________________________________________________________________ logits_profile_predictions_pref (None, 1000, 1) 0 prof_out_precrop[0][0] __________________________________________________________________________________________________ gap (GlobalAveragePooling1D) (None, 128) 0 add_3[0][0] __________________________________________________________________________________________________ logits_profile_predictions (Fla (None, 1000) 0 logits_profile_predictions_prefla __________________________________________________________________________________________________ logcount_predictions (Dense) (None, 1) 129 gap[0][0] ================================================================================================== Total params: 217,730 Trainable params: 217,730 Non-trainable params: 0 __________________________________________________________________________________________________ inferred model inputlen: 2114 inferred model outputlen: 1000 inserting motif: dnase_1 TTTACAAGTCCA 1/38 [..............................] - ETA: 1:59 3/38 [=>............................] - ETA: 2s  4/38 [==>...........................] - ETA: 3s 5/38 [==>...........................] - ETA: 3s 6/38 [===>..........................] - ETA: 3s 7/38 [====>.........................] - ETA: 3s 8/38 [=====>........................] - ETA: 3s 9/38 [======>.......................] - ETA: 3s 10/38 [======>.......................] - ETA: 3s 11/38 [=======>......................] - ETA: 3s 12/38 [========>.....................] - ETA: 3s 13/38 [=========>....................] - ETA: 2s 14/38 [==========>...................] - ETA: 2s 15/38 [==========>...................] - ETA: 2s 16/38 [===========>..................] - ETA: 2s 17/38 [============>.................] - ETA: 2s 18/38 [=============>................] - ETA: 2s 19/38 [==============>...............] - ETA: 2s 20/38 [==============>...............] - ETA: 2s 21/38 [===============>..............] - ETA: 2s 22/38 [================>.............] - ETA: 1s 23/38 [=================>............] - ETA: 1s 24/38 [=================>............] - ETA: 1s 25/38 [==================>...........] - ETA: 1s 26/38 [===================>..........] - ETA: 1s 27/38 [====================>.........] - ETA: 1s 28/38 [=====================>........] - ETA: 1s 29/38 [=====================>........] - ETA: 1s 30/38 [======================>.......] - ETA: 0s 31/38 [=======================>......] - ETA: 0s 32/38 [========================>.....] - ETA: 0s 33/38 [=========================>....] - ETA: 0s 34/38 [=========================>....] - ETA: 0s 35/38 [==========================>...] - ETA: 0s 36/38 [===========================>..] - ETA: 0s 37/38 [============================>.] - ETA: 0s 38/38 [==============================] - ETA: 0s 38/38 [==============================] - 8s 137ms/step 1/38 [..............................] - ETA: 0s 2/38 [>.............................] - ETA: 4s 3/38 [=>............................] - ETA: 4s 4/38 [==>...........................] - ETA: 4s 5/38 [==>...........................] - ETA: 4s 6/38 [===>..........................] - ETA: 4s 7/38 [====>.........................] - ETA: 3s 8/38 [=====>........................] - ETA: 3s 9/38 [======>.......................] - ETA: 3s 10/38 [======>.......................] - ETA: 3s 11/38 [=======>......................] - ETA: 3s 12/38 [========>.....................] - ETA: 3s 13/38 [=========>....................] - ETA: 3s 14/38 [==========>...................] - ETA: 3s 15/38 [==========>...................] - ETA: 2s 16/38 [===========>..................] - ETA: 2s 17/38 [============>.................] - ETA: 2s 18/38 [=============>................] - ETA: 2s 19/38 [==============>...............] - ETA: 2s 20/38 [==============>...............] - ETA: 2s 21/38 [===============>..............] - ETA: 2s 22/38 [================>.............] - ETA: 2s 23/38 [=================>............] - ETA: 1s 24/38 [=================>............] - ETA: 1s 25/38 [==================>...........] - ETA: 1s 26/38 [===================>..........] - ETA: 1s 27/38 [====================>.........] - ETA: 1s 28/38 [=====================>........] - ETA: 1s 29/38 [=====================>........] - ETA: 1s 30/38 [======================>.......] - ETA: 1s 31/38 [=======================>......] - ETA: 0s 32/38 [========================>.....] - ETA: 0s 33/38 [=========================>....] - ETA: 0s 34/38 [=========================>....] - ETA: 0s 35/38 [==========================>...] - ETA: 0s 36/38 [===========================>..] - ETA: 0s 37/38 [============================>.] - ETA: 0s 38/38 [==============================] - ETA: 0s 38/38 [==============================] - 5s 127ms/step inserting motif: dnase_2 TGTACTTACGAA 1/38 [..............................] - ETA: 0s 2/38 [>.............................] - ETA: 4s 3/38 [=>............................] - ETA: 4s 4/38 [==>...........................] - ETA: 4s 5/38 [==>...........................] - ETA: 4s 6/38 [===>..........................] - ETA: 4s 7/38 [====>.........................] - ETA: 3s 8/38 [=====>........................] - ETA: 3s 9/38 [======>.......................] - ETA: 3s 10/38 [======>.......................] - ETA: 3s 11/38 [=======>......................] - ETA: 3s 12/38 [========>.....................] - ETA: 3s 13/38 [=========>....................] - ETA: 3s 14/38 [==========>...................] - ETA: 3s 15/38 [==========>...................] - ETA: 2s 16/38 [===========>..................] - ETA: 2s 17/38 [============>.................] - ETA: 2s 18/38 [=============>................] - ETA: 2s 19/38 [==============>...............] - ETA: 2s 20/38 [==============>...............] - ETA: 2s 21/38 [===============>..............] - ETA: 2s 22/38 [================>.............] - ETA: 2s 23/38 [=================>............] - ETA: 1s 24/38 [=================>............] - ETA: 1s 25/38 [==================>...........] - ETA: 1s 26/38 [===================>..........] - ETA: 1s 27/38 [====================>.........] - ETA: 1s 28/38 [=====================>........] - ETA: 1s 29/38 [=====================>........] - ETA: 1s 30/38 [======================>.......] - ETA: 1s 31/38 [=======================>......] - ETA: 0s 32/38 [========================>.....] - ETA: 0s 33/38 [=========================>....] - ETA: 0s 34/38 [=========================>....] - ETA: 0s 35/38 [==========================>...] - ETA: 0s 36/38 [===========================>..] - ETA: 0s 37/38 [============================>.] - ETA: 0s 38/38 [==============================] - ETA: 0s 38/38 [==============================] - 5s 128ms/step 1/38 [..............................] - ETA: 0s 2/38 [>.............................] - ETA: 4s 3/38 [=>............................] - ETA: 4s 4/38 [==>...........................] - ETA: 4s 5/38 [==>...........................] - ETA: 4s 6/38 [===>..........................] - ETA: 4s 7/38 [====>.........................] - ETA: 3s 8/38 [=====>........................] - ETA: 3s 9/38 [======>.......................] - ETA: 3s 10/38 [======>.......................] - ETA: 3s 11/38 [=======>......................] - ETA: 3s 12/38 [========>.....................] - ETA: 3s 13/38 [=========>....................] - ETA: 3s 14/38 [==========>...................] - ETA: 3s 15/38 [==========>...................] - ETA: 2s 16/38 [===========>..................] - ETA: 2s 17/38 [============>.................] - ETA: 2s 18/38 [=============>................] - ETA: 2s 19/38 [==============>...............] - ETA: 2s 20/38 [==============>...............] - ETA: 2s 21/38 [===============>..............] - ETA: 2s 22/38 [================>.............] - ETA: 2s 23/38 [=================>............] - ETA: 1s 24/38 [=================>............] - ETA: 1s 25/38 [==================>...........] - ETA: 1s 26/38 [===================>..........] - ETA: 1s 27/38 [====================>.........] - ETA: 1s 28/38 [=====================>........] - ETA: 1s 29/38 [=====================>........] - ETA: 1s 30/38 [======================>.......] - ETA: 1s 31/38 [=======================>......] - ETA: 0s 32/38 [========================>.....] - ETA: 0s 33/38 [=========================>....] - ETA: 0s 34/38 [=========================>....] - ETA: 0s 35/38 [==========================>...] - ETA: 0s 36/38 [===========================>..] - ETA: 0s 37/38 [============================>.] - ETA: 0s 38/38 [==============================] - ETA: 0s 38/38 [==============================] - 5s 128ms/step Saving marginal footprints