ATAC-seq ATAC_PE /scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_1.json Thu Sep 22 15:34:26 2022 +-----------------------------------------------------------------------------+ | NVIDIA-SMI 515.65.01 Driver Version: 515.65.01 CUDA Version: 11.7 | |-------------------------------+----------------------+----------------------+ | GPU Name Persistence-M| Bus-Id Disp.A | Volatile Uncorr. ECC | | Fan Temp Perf Pwr:Usage/Cap| Memory-Usage | GPU-Util Compute M. | | | | MIG M. | |===============================+======================+======================| | 0 NVIDIA GeForce ... On | 00000000:45:00.0 Off | N/A | | 46% 42C P8 23W / 315W | 1MiB / 24576MiB | 0% E. Process | | | | N/A | +-------------------------------+----------------------+----------------------+ +-----------------------------------------------------------------------------+ | Processes: | | GPU GI CI PID Type Process name GPU Memory | | ID ID Usage | |=============================================================================| | No running processes found | +-----------------------------------------------------------------------------+ No logfile supplied - creating one 2022-09-22_15-34-26: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/helpers/hyperparameters/find_chrombpnet_hyperparams.py \ --genome=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ --bigwig=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/ATAC//ENCSR040DJK//preprocessing/bigWigs/ENCSR040DJK.bigWig \ --peaks=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/ATAC//ENCSR040DJK//preprocessing/downloads/peaks.bed.gz \ --nonpeaks=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/ATAC//ENCSR040DJK//negatives_data/negatives_with_summit.bed \ --outlier_threshold=0.99 \ --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_1.json \ --negative_sampling_ratio=0.1 \ --inputlen=2114 \ --outputlen=1000 \ --max_jitter=500 \ --filters=512 \ --n_dilation_layers=8 \ --bias_model_path=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/atac_bias_models/fold_1/bias.h5 \ --output_dir=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR040DJK//chrombpnet_model_feb15_fold_1/ evaluating hyperparameters on the following chromosomes ['chr1', 'chr3', 'chr4', 'chr5', 'chr6', 'chr7', 'chr10', 'chr11', 'chr13', 'chr14', 'chr15', 'chr18', 'chr19', 'chr20', 'chr21', 'chr22', 'chrX', 'chrY', 'chr12', 'chr17'] Number of peaks input: 139415 Number of peaks filtered because the input/output is on the edge: 0 Number of peaks being used: 139415 Number of peaks input: 35183 Number of peaks filtered because the input/output is on the edge: 0 Number of peaks being used: 35183 Number of non peaks input: 140239 Number of non peaks filtered because the input/output is on the edge: 0 Number of non peaks being used: 140239 Number of non peaks input: 34358 Number of non peaks filtered because the input/output is on the edge: 0 Number of non peaks being used: 34358 Number of peaks after removing outliers: 137881 Number of nonpeaks after removing outliers: 124428 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 3790/3889 [============================>.] - ETA: 0s 3799/3889 [============================>.] - ETA: 0s 3808/3889 [============================>.] - ETA: 0s 3817/3889 [============================>.] - ETA: 0s 3826/3889 [============================>.] - ETA: 0s 3835/3889 [============================>.] - ETA: 0s 3844/3889 [============================>.] - ETA: 0s 3853/3889 [============================>.] - ETA: 0s 3862/3889 [============================>.] - ETA: 0s 3871/3889 [============================>.] - ETA: 0s 3880/3889 [============================>.] - ETA: 0s 3889/3889 [==============================] - ETA: 0s 3889/3889 [==============================] - 64s 10ms/step 2022-09-22_15-39-02: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/train.py \ --genome=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ --bigwig=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/ATAC//ENCSR040DJK//preprocessing/bigWigs/ENCSR040DJK.bigWig \ --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR040DJK//chrombpnet_model_feb15_fold_1//filtered.peaks.bed \ --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR040DJK//chrombpnet_model_feb15_fold_1//filtered.nonpeaks.bed \ --params=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR040DJK//chrombpnet_model_feb15_fold_1//chrombpnet_model_params.tsv \ --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR040DJK//chrombpnet_model_feb15_fold_1//chrombpnet \ --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_1.json \ --batch_size=64 \ --architecture_from_file=/home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/models/chrombpnet_with_bias_model.py \ --trackables logcount_predictions_loss loss logits_profile_predictions_loss val_logcount_predictions_loss val_loss val_logits_profile_predictions_loss {'counts_loss_weight': '22.0', 'filters': '512', 'n_dil_layers': '8', 'bias_model_path': '/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR040DJK//chrombpnet_model_feb15_fold_1/bias_model_scaled.h5', 'inputlen': '2114', 'outputlen': '1000', 'max_jitter': '500', 'chr_fold_path': '/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_1.json', 'negative_sampling_ratio': '0.1'} got the model loading peaks... got split:train for bed regions:(120976, 10) loading nonpeaks... got split:train for bed regions:(110466, 10) loading peaks... got split:valid for bed regions:(16905, 10) loading nonpeaks... got split:valid for bed regions:(13962, 10) Epoch 1/50 1/2080 [..............................] - ETA: 79:46:31 - loss: 570.6383 - logits_profile_predictions_loss: 501.3104 - logcount_predictions_loss: 3.1513 2/2080 [..............................] - ETA: 10:52 - loss: 660.9805 - logits_profile_predictions_loss: 519.1962 - logcount_predictions_loss: 6.4447  3/2080 [..............................] - ETA: 10:46 - loss: 682.6718 - logits_profile_predictions_loss: 529.4018 - logcount_predictions_loss: 6.9668 4/2080 [..............................] - ETA: 10:44 - loss: 684.8760 - logits_profile_predictions_loss: 531.9777 - logcount_predictions_loss: 6.9499 5/2080 [..............................] - ETA: 10:47 - loss: 682.4244 - logits_profile_predictions_loss: 532.3175 - logcount_predictions_loss: 6.8230 6/2080 [..............................] - ETA: 10:45 - loss: 677.4233 - logits_profile_predictions_loss: 530.9431 - logcount_predictions_loss: 6.6582 7/2080 [..............................] - ETA: 10:43 - loss: 670.9017 - logits_profile_predictions_loss: 528.1753 - logcount_predictions_loss: 6.4876 8/2080 [..............................] - ETA: 10:42 - loss: 665.4806 - logits_profile_predictions_loss: 526.1483 - logcount_predictions_loss: 6.3333 9/2080 [..............................] - ETA: 10:42 - loss: 660.3777 - logits_profile_predictions_loss: 524.1760 - logcount_predictions_loss: 6.1910 10/2080 [..............................] - ETA: 10:41 - loss: 656.3252 - logits_profile_predictions_loss: 522.8981 - logcount_predictions_loss: 6.0649 11/2080 [..............................] - ETA: 10:40 - loss: 652.5135 - logits_profile_predictions_loss: 521.6451 - logcount_predictions_loss: 5.9486 12/2080 [..............................] - ETA: 10:39 - loss: 649.7692 - logits_profile_predictions_loss: 521.2411 - logcount_predictions_loss: 5.8422 13/2080 [..............................] - ETA: 10:39 - loss: 647.4861 - logits_profile_predictions_loss: 521.1065 - logcount_predictions_loss: 5.7445 14/2080 [..............................] - ETA: 10:38 - loss: 644.9922 - logits_profile_predictions_loss: 520.6277 - logcount_predictions_loss: 5.6529 15/2080 [..............................] - ETA: 10:38 - loss: 642.7809 - logits_profile_predictions_loss: 520.2570 - logcount_predictions_loss: 5.5693 16/2080 [..............................] - ETA: 10:37 - loss: 641.5160 - logits_profile_predictions_loss: 520.6552 - logcount_predictions_loss: 5.4937 17/2080 [..............................] - ETA: 10:37 - loss: 640.3097 - logits_profile_predictions_loss: 520.9934 - logcount_predictions_loss: 5.4235 18/2080 [..............................] - ETA: 10:36 - loss: 639.5012 - logits_profile_predictions_loss: 521.6236 - logcount_predictions_loss: 5.3581 19/2080 [..............................] - ETA: 10:36 - loss: 638.5017 - logits_profile_predictions_loss: 521.9946 - logcount_predictions_loss: 5.2958 20/2080 [..............................] - ETA: 10:35 - loss: 637.6182 - logits_profile_predictions_loss: 522.3562 - logcount_predictions_loss: 5.2392 21/2080 [..............................] - ETA: 10:35 - loss: 636.7371 - logits_profile_predictions_loss: 522.6510 - logcount_predictions_loss: 5.1857 22/2080 [..............................] - ETA: 10:35 - loss: 636.0814 - logits_profile_predictions_loss: 523.0557 - logcount_predictions_loss: 5.1375 23/2080 [..............................] - ETA: 10:34 - loss: 635.3831 - logits_profile_predictions_loss: 523.3579 - logcount_predictions_loss: 5.0921 24/2080 [..............................] - ETA: 10:34 - loss: 634.6525 - logits_profile_predictions_loss: 523.5704 - logcount_predictions_loss: 5.0492 25/2080 [..............................] - ETA: 10:33 - loss: 633.8092 - logits_profile_predictions_loss: 523.6286 - logcount_predictions_loss: 5.0082 26/2080 [..............................] - ETA: 10:33 - loss: 632.9878 - logits_profile_predictions_loss: 523.6515 - logcount_predictions_loss: 4.9698 27/2080 [..............................] - ETA: 10:33 - loss: 632.2724 - logits_profile_predictions_loss: 523.7067 - logcount_predictions_loss: 4.9348 28/2080 [..............................] - ETA: 10:32 - loss: 631.5404 - logits_profile_predictions_loss: 523.7045 - logcount_predictions_loss: 4.9016 29/2080 [..............................] - ETA: 10:32 - loss: 630.7025 - logits_profile_predictions_loss: 523.5795 - logcount_predictions_loss: 4.8692 30/2080 [..............................] - ETA: 10:32 - loss: 629.9402 - logits_profile_predictions_loss: 523.4774 - logcount_predictions_loss: 4.8392 31/2080 [..............................] - ETA: 10:31 - loss: 629.2184 - logits_profile_predictions_loss: 523.3808 - logcount_predictions_loss: 4.8108 32/2080 [..............................] - ETA: 10:31 - loss: 628.5933 - logits_profile_predictions_loss: 523.3342 - logcount_predictions_loss: 4.7845 33/2080 [..............................] - ETA: 10:31 - loss: 627.9156 - logits_profile_predictions_loss: 523.2199 - logcount_predictions_loss: 4.7589 34/2080 [..............................] - ETA: 10:30 - loss: 627.2228 - logits_profile_predictions_loss: 523.0668 - logcount_predictions_loss: 4.7344 35/2080 [..............................] - ETA: 10:30 - loss: 626.5450 - logits_profile_predictions_loss: 522.9010 - logcount_predictions_loss: 4.7111 36/2080 [..............................] - ETA: 10:30 - loss: 625.8817 - logits_profile_predictions_loss: 522.7256 - logcount_predictions_loss: 4.6889 37/2080 [..............................] - ETA: 10:29 - loss: 625.2024 - logits_profile_predictions_loss: 522.5176 - logcount_predictions_loss: 4.6675 38/2080 [..............................] - ETA: 10:29 - loss: 624.4762 - logits_profile_predictions_loss: 522.2548 - logcount_predictions_loss: 4.6464 39/2080 [..............................] - ETA: 10:29 - loss: 623.7542 - logits_profile_predictions_loss: 521.9812 - logcount_predictions_loss: 4.6260 40/2080 [..............................] - ETA: 10:28 - loss: 623.1026 - logits_profile_predictions_loss: 521.7474 - logcount_predictions_loss: 4.6071 41/2080 [..............................] - ETA: 10:28 - loss: 622.4851 - logits_profile_predictions_loss: 521.5286 - logcount_predictions_loss: 4.5889 42/2080 [..............................] - ETA: 10:28 - loss: 621.8632 - logits_profile_predictions_loss: 521.2948 - logcount_predictions_loss: 4.5713 43/2080 [..............................] - ETA: 10:27 - loss: 621.2782 - logits_profile_predictions_loss: 521.0792 - logcount_predictions_loss: 4.5545 44/2080 [..............................] - ETA: 10:27 - loss: 620.7073 - logits_profile_predictions_loss: 520.8615 - logcount_predictions_loss: 4.5384 45/2080 [..............................] - ETA: 10:27 - loss: 620.1366 - logits_profile_predictions_loss: 520.6343 - logcount_predictions_loss: 4.5228 46/2080 [..............................] - ETA: 10:26 - loss: 619.6331 - logits_profile_predictions_loss: 520.4506 - logcount_predictions_loss: 4.5083 47/2080 [..............................] - ETA: 10:26 - loss: 619.1327 - logits_profile_predictions_loss: 520.2591 - logcount_predictions_loss: 4.4943 48/2080 [..............................] - ETA: 10:26 - loss: 618.6253 - logits_profile_predictions_loss: 520.0530 - logcount_predictions_loss: 4.4806 49/2080 [..............................] - ETA: 10:25 - loss: 618.1322 - logits_profile_predictions_loss: 519.8503 - logcount_predictions_loss: 4.4674 50/2080 [..............................] - ETA: 10:25 - loss: 617.6557 - logits_profile_predictions_loss: 519.6521 - logcount_predictions_loss: 4.4547 51/2080 [..............................] - ETA: 10:25 - loss: 617.1634 - logits_profile_predictions_loss: 519.4321 - logcount_predictions_loss: 4.4423 52/2080 [..............................] - ETA: 10:24 - loss: 616.6615 - logits_profile_predictions_loss: 519.1983 - logcount_predictions_loss: 4.4301 53/2080 [..............................] - ETA: 10:24 - loss: 616.1731 - logits_profile_predictions_loss: 518.9696 - logcount_predictions_loss: 4.4183 54/2080 [..............................] - ETA: 10:24 - loss: 615.6814 - logits_profile_predictions_loss: 518.7326 - logcount_predictions_loss: 4.4068 55/2080 [..............................] - ETA: 10:23 - loss: 615.1832 - logits_profile_predictions_loss: 518.4853 - logcount_predictions_loss: 4.3954 56/2080 [..............................] - ETA: 10:23 - loss: 614.7164 - logits_profile_predictions_loss: 518.2564 - logcount_predictions_loss: 4.3845 57/2080 [..............................] - ETA: 10:23 - loss: 614.2898 - logits_profile_predictions_loss: 518.0560 - logcount_predictions_loss: 4.3743 58/2080 [..............................] - ETA: 10:23 - loss: 613.8714 - logits_profile_predictions_loss: 517.8573 - logcount_predictions_loss: 4.3643 59/2080 [..............................] - ETA: 10:22 - loss: 613.4527 - logits_profile_predictions_loss: 517.6546 - logcount_predictions_loss: 4.3545 60/2080 [..............................] - ETA: 10:22 - loss: 613.0662 - logits_profile_predictions_loss: 517.4722 - logcount_predictions_loss: 4.3452 61/2080 [..............................] - ETA: 10:22 - loss: 612.6828 - logits_profile_predictions_loss: 517.2881 - logcount_predictions_loss: 4.3361 62/2080 [..............................] - ETA: 10:21 - loss: 612.2999 - logits_profile_predictions_loss: 517.0998 - logcount_predictions_loss: 4.3273 63/2080 [..............................] - ETA: 10:21 - loss: 611.9235 - logits_profile_predictions_loss: 516.9120 - logcount_predictions_loss: 4.3187 64/2080 [..............................] - ETA: 10:21 - loss: 611.5516 - logits_profile_predictions_loss: 516.7242 - logcount_predictions_loss: 4.3103 65/2080 [..............................] - ETA: 10:21 - loss: 611.2089 - logits_profile_predictions_loss: 516.5563 - logcount_predictions_loss: 4.3024 66/2080 [..............................] - ETA: 10:20 - loss: 610.8605 - logits_profile_predictions_loss: 516.3812 - logcount_predictions_loss: 4.2945 67/2080 [..............................] - ETA: 10:20 - loss: 610.5231 - logits_profile_predictions_loss: 516.2125 - logcount_predictions_loss: 4.2868 68/2080 [..............................] - ETA: 10:20 - loss: 610.2052 - logits_profile_predictions_loss: 516.0562 - logcount_predictions_loss: 4.2795 69/2080 [..............................] - ETA: 10:19 - loss: 609.8805 - logits_profile_predictions_loss: 515.8912 - logcount_predictions_loss: 4.2722 70/2080 [>.............................] - ETA: 10:19 - loss: 609.5486 - logits_profile_predictions_loss: 515.7180 - logcount_predictions_loss: 4.2650 71/2080 [>.............................] - ETA: 10:19 - loss: 609.2421 - logits_profile_predictions_loss: 515.5621 - logcount_predictions_loss: 4.2582 72/2080 [>.............................] - ETA: 10:18 - loss: 608.9385 - logits_profile_predictions_loss: 515.4053 - logcount_predictions_loss: 4.2515 73/2080 [>.............................] - ETA: 10:18 - loss: 608.6558 - logits_profile_predictions_loss: 515.2631 - logcount_predictions_loss: 4.2451 74/2080 [>.............................] - ETA: 10:18 - loss: 608.3652 - logits_profile_predictions_loss: 515.1122 - logcount_predictions_loss: 4.2388 75/2080 [>.............................] - ETA: 10:18 - loss: 608.0875 - logits_profile_predictions_loss: 514.9685 - logcount_predictions_loss: 4.2327 76/2080 [>.............................] - ETA: 10:17 - loss: 607.8247 - logits_profile_predictions_loss: 514.8346 - logcount_predictions_loss: 4.2268 77/2080 [>.............................] - ETA: 10:17 - loss: 607.5503 - logits_profile_predictions_loss: 514.6890 - logcount_predictions_loss: 4.2210 78/2080 [>.............................] - ETA: 10:17 - loss: 607.2736 - logits_profile_predictions_loss: 514.5391 - logcount_predictions_loss: 4.2152 79/2080 [>.............................] - ETA: 10:16 - loss: 606.9890 - logits_profile_predictions_loss: 514.3812 - logcount_predictions_loss: 4.2094 80/2080 [>.............................] - ETA: 10:16 - loss: 606.6987 - logits_profile_predictions_loss: 514.2168 - logcount_predictions_loss: 4.2037 81/2080 [>.............................] - ETA: 10:16 - loss: 606.4055 - logits_profile_predictions_loss: 514.0485 - logcount_predictions_loss: 4.1980 82/2080 [>.............................] - ETA: 10:15 - loss: 606.1233 - logits_profile_predictions_loss: 513.8873 - logcount_predictions_loss: 4.1925 83/2080 [>.............................] - ETA: 10:15 - loss: 605.8419 - logits_profile_predictions_loss: 513.7254 - logcount_predictions_loss: 4.1871 84/2080 [>.............................] - ETA: 10:15 - loss: 605.5637 - logits_profile_predictions_loss: 513.5639 - logcount_predictions_loss: 4.1818 85/2080 [>.............................] - ETA: 10:15 - loss: 605.2956 - logits_profile_predictions_loss: 513.4090 - logcount_predictions_loss: 4.1767 86/2080 [>.............................] - ETA: 10:14 - loss: 605.0272 - logits_profile_predictions_loss: 513.2526 - logcount_predictions_loss: 4.1716 87/2080 [>.............................] - ETA: 10:14 - loss: 604.7548 - logits_profile_predictions_loss: 513.0909 - logcount_predictions_loss: 4.1665 88/2080 [>.............................] - ETA: 10:14 - loss: 604.4799 - logits_profile_predictions_loss: 512.9257 - logcount_predictions_loss: 4.1616 89/2080 [>.............................] - ETA: 10:13 - loss: 604.2111 - logits_profile_predictions_loss: 512.7632 - logcount_predictions_loss: 4.1567 90/2080 [>.............................] - ETA: 10:13 - loss: 603.9561 - logits_profile_predictions_loss: 512.6100 - logcount_predictions_loss: 4.1521 91/2080 [>.............................] - ETA: 10:13 - loss: 603.7041 - logits_profile_predictions_loss: 512.4581 - logcount_predictions_loss: 4.1475 92/2080 [>.............................] - ETA: 10:13 - loss: 603.4530 - logits_profile_predictions_loss: 512.3052 - logcount_predictions_loss: 4.1431 93/2080 [>.............................] - ETA: 10:12 - loss: 603.2122 - logits_profile_predictions_loss: 512.1586 - logcount_predictions_loss: 4.1388 94/2080 [>.............................] - ETA: 10:12 - loss: 602.9769 - logits_profile_predictions_loss: 512.0153 - logcount_predictions_loss: 4.1346 95/2080 [>.............................] - ETA: 10:12 - loss: 602.7426 - logits_profile_predictions_loss: 511.8716 - logcount_predictions_loss: 4.1305 96/2080 [>.............................] - ETA: 10:11 - loss: 602.5103 - logits_profile_predictions_loss: 511.7284 - logcount_predictions_loss: 4.1264 97/2080 [>.............................] - ETA: 10:11 - loss: 602.2842 - logits_profile_predictions_loss: 511.5889 - logcount_predictions_loss: 4.1225 98/2080 [>.............................] - ETA: 10:11 - loss: 602.0548 - logits_profile_predictions_loss: 511.4459 - logcount_predictions_loss: 4.1186 99/2080 [>.............................] - ETA: 10:11 - loss: 601.8281 - logits_profile_predictions_loss: 511.3037 - logcount_predictions_loss: 4.1147 100/2080 [>.............................] - ETA: 10:10 - loss: 601.6060 - logits_profile_predictions_loss: 511.1641 - logcount_predictions_loss: 4.1110 101/2080 [>.............................] - ETA: 10:10 - loss: 601.3863 - logits_profile_predictions_loss: 511.0257 - logcount_predictions_loss: 4.1073 102/2080 [>.............................] - ETA: 10:10 - loss: 601.1642 - logits_profile_predictions_loss: 510.8846 - logcount_predictions_loss: 4.1036 103/2080 [>.............................] - ETA: 10:09 - loss: 600.9413 - logits_profile_predictions_loss: 510.7417 - logcount_predictions_loss: 4.1000 104/2080 [>.............................] - ETA: 10:09 - loss: 600.7277 - logits_profile_predictions_loss: 510.6055 - logcount_predictions_loss: 4.0965 105/2080 [>.............................] - ETA: 10:09 - loss: 600.5154 - logits_profile_predictions_loss: 510.4694 - logcount_predictions_loss: 4.0930 106/2080 [>.............................] - ETA: 10:08 - loss: 600.2975 - logits_profile_predictions_loss: 510.3282 - logcount_predictions_loss: 4.0895 107/2080 [>.............................] - ETA: 10:08 - loss: 600.0846 - logits_profile_predictions_loss: 510.1904 - logcount_predictions_loss: 4.0861 108/2080 [>.............................] - ETA: 10:08 - loss: 599.8744 - logits_profile_predictions_loss: 510.0540 - logcount_predictions_loss: 4.0827 109/2080 [>.............................] - ETA: 10:08 - loss: 599.6636 - logits_profile_predictions_loss: 509.9165 - logcount_predictions_loss: 4.0794 110/2080 [>.............................] - ETA: 10:07 - loss: 599.4508 - logits_profile_predictions_loss: 509.7769 - logcount_predictions_loss: 4.0761 111/2080 [>.............................] - ETA: 10:07 - loss: 599.2476 - logits_profile_predictions_loss: 509.6444 - logcount_predictions_loss: 4.0729 112/2080 [>.............................] - ETA: 10:07 - loss: 599.0426 - logits_profile_predictions_loss: 509.5099 - logcount_predictions_loss: 4.0697 113/2080 [>.............................] - ETA: 10:06 - loss: 598.8303 - 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[====>.........................] - ETA: 8:51 - loss: 575.6642 - logits_profile_predictions_loss: 492.5814 - logcount_predictions_loss: 3.7765 368/2080 [====>.........................] - ETA: 8:51 - loss: 575.6215 - logits_profile_predictions_loss: 492.5476 - logcount_predictions_loss: 3.7761 369/2080 [====>.........................] - ETA: 8:50 - loss: 575.5789 - logits_profile_predictions_loss: 492.5138 - logcount_predictions_loss: 3.7757 370/2080 [====>.........................] - ETA: 8:50 - loss: 575.5363 - logits_profile_predictions_loss: 492.4800 - logcount_predictions_loss: 3.7753 371/2080 [====>.........................] - ETA: 8:50 - loss: 575.4939 - logits_profile_predictions_loss: 492.4464 - logcount_predictions_loss: 3.7749 372/2080 [====>.........................] - ETA: 8:49 - loss: 575.4516 - logits_profile_predictions_loss: 492.4129 - logcount_predictions_loss: 3.7745 373/2080 [====>.........................] - ETA: 8:49 - loss: 575.4095 - 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[============================>.] - ETA: 8s - loss: 541.0916 - logits_profile_predictions_loss: 471.7635 - logcount_predictions_loss: 3.1513 2058/2080 [============================>.] - ETA: 8s - loss: 541.0736 - logits_profile_predictions_loss: 471.7566 - logcount_predictions_loss: 3.1508 2059/2080 [============================>.] - ETA: 7s - loss: 541.0556 - logits_profile_predictions_loss: 471.7497 - logcount_predictions_loss: 3.1503 2060/2080 [============================>.] - ETA: 7s - loss: 541.0376 - logits_profile_predictions_loss: 471.7428 - logcount_predictions_loss: 3.1498 2061/2080 [============================>.] - ETA: 7s - loss: 541.0197 - logits_profile_predictions_loss: 471.7359 - logcount_predictions_loss: 3.1493 2062/2080 [============================>.] - ETA: 6s - loss: 541.0017 - logits_profile_predictions_loss: 471.7291 - logcount_predictions_loss: 3.1487 2063/2080 [============================>.] - ETA: 6s - loss: 540.9838 - logits_profile_predictions_loss: 471.7222 - logcount_predictions_loss: 3.1482 2064/2080 [============================>.] - ETA: 6s - loss: 540.9659 - logits_profile_predictions_loss: 471.7154 - logcount_predictions_loss: 3.1477 2065/2080 [============================>.] - ETA: 5s - loss: 540.9479 - logits_profile_predictions_loss: 471.7085 - logcount_predictions_loss: 3.1472 2066/2080 [============================>.] - ETA: 5s - loss: 540.9300 - logits_profile_predictions_loss: 471.7017 - logcount_predictions_loss: 3.1467 2067/2080 [============================>.] - ETA: 4s - loss: 540.9122 - logits_profile_predictions_loss: 471.6949 - logcount_predictions_loss: 3.1462 2068/2080 [============================>.] - ETA: 4s - loss: 540.8943 - logits_profile_predictions_loss: 471.6880 - logcount_predictions_loss: 3.1457 2069/2080 [============================>.] - ETA: 4s - loss: 540.8764 - logits_profile_predictions_loss: 471.6812 - logcount_predictions_loss: 3.1452 2070/2080 [============================>.] - ETA: 3s - loss: 540.8585 - logits_profile_predictions_loss: 471.6744 - logcount_predictions_loss: 3.1447 2071/2080 [============================>.] - ETA: 3s - loss: 540.8407 - logits_profile_predictions_loss: 471.6676 - logcount_predictions_loss: 3.1442 2072/2080 [============================>.] - ETA: 3s - loss: 540.8228 - logits_profile_predictions_loss: 471.6608 - logcount_predictions_loss: 3.1437 2073/2080 [============================>.] - ETA: 2s - loss: 540.8050 - logits_profile_predictions_loss: 471.6540 - logcount_predictions_loss: 3.1432 2074/2080 [============================>.] - ETA: 2s - loss: 540.7871 - logits_profile_predictions_loss: 471.6472 - logcount_predictions_loss: 3.1427 2075/2080 [============================>.] - ETA: 1s - loss: 540.7693 - logits_profile_predictions_loss: 471.6404 - logcount_predictions_loss: 3.1422 2076/2080 [============================>.] - ETA: 1s - loss: 540.7514 - logits_profile_predictions_loss: 471.6336 - logcount_predictions_loss: 3.1417 2077/2080 [============================>.] - ETA: 1s - loss: 540.7336 - logits_profile_predictions_loss: 471.6268 - logcount_predictions_loss: 3.1412 2078/2080 [============================>.] - ETA: 0s - loss: 540.7158 - logits_profile_predictions_loss: 471.6200 - logcount_predictions_loss: 3.1407 2079/2080 [============================>.] - ETA: 0s - loss: 540.6980 - logits_profile_predictions_loss: 471.6132 - logcount_predictions_loss: 3.1402 2080/2080 [==============================] - ETA: 0s - loss: 540.6801 - logits_profile_predictions_loss: 471.6064 - logcount_predictions_loss: 3.1397 2080/2080 [==============================] - 1024s 426ms/step - loss: 540.6623 - logits_profile_predictions_loss: 471.5996 - logcount_predictions_loss: 3.1392 - val_loss: 515.3489 - val_logits_profile_predictions_loss: 495.9102 - val_logcount_predictions_loss: 0.8836 Epoch 00001: val_loss improved from inf to 515.34894, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR040DJK//chrombpnet_model_feb15_fold_1/chrombpnet.h5 Epoch 2/50 1/2080 [..............................] - ETA: 10:56 - loss: 432.4228 - logits_profile_predictions_loss: 416.4275 - logcount_predictions_loss: 0.7271 2/2080 [..............................] - ETA: 10:33 - loss: 448.2383 - logits_profile_predictions_loss: 431.8223 - logcount_predictions_loss: 0.7462 3/2080 [..............................] - ETA: 10:33 - loss: 458.6493 - logits_profile_predictions_loss: 442.6855 - logcount_predictions_loss: 0.7256 4/2080 [..............................] - ETA: 10:34 - loss: 460.6120 - logits_profile_predictions_loss: 444.8538 - logcount_predictions_loss: 0.7163 5/2080 [..............................] - ETA: 10:33 - loss: 464.3034 - logits_profile_predictions_loss: 448.6935 - logcount_predictions_loss: 0.7095 6/2080 [..............................] - ETA: 10:33 - loss: 465.4054 - logits_profile_predictions_loss: 449.7547 - logcount_predictions_loss: 0.7114 7/2080 [..............................] - ETA: 10:33 - loss: 465.3493 - logits_profile_predictions_loss: 449.7145 - logcount_predictions_loss: 0.7107 8/2080 [..............................] - ETA: 10:32 - loss: 464.6321 - logits_profile_predictions_loss: 449.0089 - logcount_predictions_loss: 0.7101 9/2080 [..............................] - ETA: 10:32 - loss: 463.5763 - logits_profile_predictions_loss: 447.9274 - logcount_predictions_loss: 0.7113 10/2080 [..............................] - ETA: 10:32 - loss: 462.5203 - logits_profile_predictions_loss: 446.8467 - logcount_predictions_loss: 0.7124 11/2080 [..............................] - ETA: 10:32 - loss: 461.5365 - logits_profile_predictions_loss: 445.8562 - logcount_predictions_loss: 0.7127 12/2080 [..............................] - ETA: 10:31 - loss: 460.8961 - logits_profile_predictions_loss: 445.2033 - logcount_predictions_loss: 0.7133 13/2080 [..............................] - ETA: 10:31 - loss: 460.1647 - logits_profile_predictions_loss: 444.4537 - logcount_predictions_loss: 0.7141 14/2080 [..............................] - ETA: 10:31 - loss: 459.6627 - logits_profile_predictions_loss: 443.9088 - logcount_predictions_loss: 0.7161 15/2080 [..............................] - ETA: 10:31 - loss: 459.2603 - logits_profile_predictions_loss: 443.4601 - logcount_predictions_loss: 0.7182 16/2080 [..............................] - ETA: 10:30 - loss: 458.8820 - logits_profile_predictions_loss: 443.0617 - logcount_predictions_loss: 0.7191 17/2080 [..............................] - ETA: 10:30 - loss: 458.3639 - logits_profile_predictions_loss: 442.5332 - logcount_predictions_loss: 0.7196 18/2080 [..............................] - ETA: 10:30 - loss: 457.8097 - logits_profile_predictions_loss: 441.9645 - logcount_predictions_loss: 0.7202 19/2080 [..............................] - ETA: 10:30 - loss: 457.2002 - logits_profile_predictions_loss: 441.3495 - logcount_predictions_loss: 0.7205 20/2080 [..............................] - ETA: 10:29 - loss: 456.7212 - logits_profile_predictions_loss: 440.8662 - logcount_predictions_loss: 0.7207 21/2080 [..............................] - ETA: 10:29 - loss: 456.3440 - logits_profile_predictions_loss: 440.4777 - logcount_predictions_loss: 0.7212 22/2080 [..............................] - ETA: 10:29 - loss: 455.9910 - logits_profile_predictions_loss: 440.1220 - logcount_predictions_loss: 0.7213 23/2080 [..............................] - ETA: 10:29 - loss: 455.6846 - logits_profile_predictions_loss: 439.8122 - logcount_predictions_loss: 0.7215 24/2080 [..............................] - ETA: 10:28 - loss: 455.4411 - logits_profile_predictions_loss: 439.5709 - logcount_predictions_loss: 0.7214 25/2080 [..............................] - ETA: 10:28 - loss: 455.2975 - logits_profile_predictions_loss: 439.4296 - logcount_predictions_loss: 0.7213 26/2080 [..............................] - ETA: 10:28 - loss: 455.0853 - logits_profile_predictions_loss: 439.2225 - logcount_predictions_loss: 0.7210 27/2080 [..............................] - ETA: 10:27 - loss: 454.9237 - logits_profile_predictions_loss: 439.0668 - logcount_predictions_loss: 0.7208 28/2080 [..............................] - ETA: 10:27 - loss: 454.7893 - logits_profile_predictions_loss: 438.9393 - logcount_predictions_loss: 0.7205 29/2080 [..............................] - ETA: 10:27 - loss: 454.7026 - logits_profile_predictions_loss: 438.8559 - logcount_predictions_loss: 0.7203 30/2080 [..............................] - ETA: 10:27 - loss: 454.5513 - logits_profile_predictions_loss: 438.7065 - logcount_predictions_loss: 0.7202 31/2080 [..............................] - ETA: 10:26 - loss: 454.3906 - logits_profile_predictions_loss: 438.5483 - logcount_predictions_loss: 0.7201 32/2080 [..............................] - ETA: 10:26 - loss: 454.1942 - logits_profile_predictions_loss: 438.3530 - logcount_predictions_loss: 0.7201 33/2080 [..............................] - ETA: 10:26 - loss: 453.9762 - logits_profile_predictions_loss: 438.1397 - logcount_predictions_loss: 0.7198 34/2080 [..............................] - ETA: 10:26 - loss: 453.7559 - logits_profile_predictions_loss: 437.9246 - logcount_predictions_loss: 0.7196 35/2080 [..............................] - ETA: 10:25 - loss: 453.5173 - logits_profile_predictions_loss: 437.6933 - logcount_predictions_loss: 0.7193 36/2080 [..............................] - ETA: 10:25 - loss: 453.3573 - logits_profile_predictions_loss: 437.5367 - logcount_predictions_loss: 0.7191 37/2080 [..............................] - ETA: 10:25 - loss: 453.2271 - logits_profile_predictions_loss: 437.4073 - logcount_predictions_loss: 0.7191 38/2080 [..............................] - ETA: 10:24 - loss: 453.1092 - logits_profile_predictions_loss: 437.2895 - logcount_predictions_loss: 0.7191 39/2080 [..............................] - ETA: 10:24 - loss: 452.9992 - logits_profile_predictions_loss: 437.1796 - logcount_predictions_loss: 0.7191 40/2080 [..............................] - ETA: 10:24 - loss: 452.9044 - logits_profile_predictions_loss: 437.0842 - logcount_predictions_loss: 0.7191 41/2080 [..............................] - ETA: 10:24 - loss: 452.8276 - logits_profile_predictions_loss: 437.0079 - logcount_predictions_loss: 0.7191 42/2080 [..............................] - ETA: 10:23 - loss: 452.7320 - logits_profile_predictions_loss: 436.9141 - logcount_predictions_loss: 0.7190 43/2080 [..............................] - ETA: 10:23 - loss: 452.6943 - logits_profile_predictions_loss: 436.8755 - logcount_predictions_loss: 0.7190 44/2080 [..............................] - ETA: 10:23 - loss: 452.6511 - logits_profile_predictions_loss: 436.8328 - logcount_predictions_loss: 0.7190 45/2080 [..............................] - ETA: 10:22 - loss: 452.6051 - logits_profile_predictions_loss: 436.7885 - logcount_predictions_loss: 0.7189 46/2080 [..............................] - ETA: 10:22 - loss: 452.5718 - logits_profile_predictions_loss: 436.7559 - logcount_predictions_loss: 0.7189 47/2080 [..............................] - ETA: 10:22 - loss: 452.5473 - logits_profile_predictions_loss: 436.7327 - logcount_predictions_loss: 0.7188 48/2080 [..............................] - ETA: 10:22 - loss: 452.5067 - logits_profile_predictions_loss: 436.6938 - logcount_predictions_loss: 0.7188 49/2080 [..............................] - ETA: 10:21 - loss: 452.4976 - logits_profile_predictions_loss: 436.6864 - logcount_predictions_loss: 0.7187 50/2080 [..............................] - ETA: 10:21 - loss: 452.4778 - logits_profile_predictions_loss: 436.6709 - logcount_predictions_loss: 0.7185 51/2080 [..............................] - ETA: 10:21 - loss: 452.4797 - logits_profile_predictions_loss: 436.6744 - logcount_predictions_loss: 0.7184 52/2080 [..............................] - ETA: 10:21 - loss: 452.4688 - logits_profile_predictions_loss: 436.6640 - logcount_predictions_loss: 0.7184 53/2080 [..............................] - ETA: 10:20 - loss: 452.4674 - logits_profile_predictions_loss: 436.6634 - logcount_predictions_loss: 0.7184 54/2080 [..............................] - ETA: 10:20 - loss: 452.4777 - logits_profile_predictions_loss: 436.6753 - logcount_predictions_loss: 0.7183 55/2080 [..............................] - ETA: 10:20 - loss: 452.4715 - logits_profile_predictions_loss: 436.6709 - logcount_predictions_loss: 0.7182 56/2080 [..............................] - ETA: 10:19 - loss: 452.4818 - logits_profile_predictions_loss: 436.6836 - logcount_predictions_loss: 0.7181 57/2080 [..............................] - ETA: 10:19 - loss: 452.5095 - logits_profile_predictions_loss: 436.7143 - logcount_predictions_loss: 0.7180 58/2080 [..............................] - ETA: 10:19 - loss: 452.5277 - logits_profile_predictions_loss: 436.7358 - logcount_predictions_loss: 0.7178 59/2080 [..............................] - ETA: 10:19 - loss: 452.5364 - logits_profile_predictions_loss: 436.7481 - logcount_predictions_loss: 0.7176 60/2080 [..............................] - ETA: 10:18 - loss: 452.5661 - logits_profile_predictions_loss: 436.7823 - logcount_predictions_loss: 0.7174 61/2080 [..............................] - ETA: 10:18 - loss: 452.5955 - logits_profile_predictions_loss: 436.8165 - logcount_predictions_loss: 0.7172 62/2080 [..............................] - ETA: 10:18 - loss: 452.6157 - logits_profile_predictions_loss: 436.8414 - logcount_predictions_loss: 0.7170 63/2080 [..............................] - ETA: 10:17 - loss: 452.6378 - logits_profile_predictions_loss: 436.8680 - logcount_predictions_loss: 0.7168 64/2080 [..............................] - ETA: 10:17 - loss: 452.6640 - logits_profile_predictions_loss: 436.8981 - logcount_predictions_loss: 0.7166 65/2080 [..............................] - ETA: 10:17 - loss: 452.6861 - logits_profile_predictions_loss: 436.9234 - logcount_predictions_loss: 0.7165 66/2080 [..............................] - ETA: 10:17 - loss: 452.7069 - logits_profile_predictions_loss: 436.9470 - logcount_predictions_loss: 0.7164 67/2080 [..............................] - ETA: 10:16 - loss: 452.7199 - logits_profile_predictions_loss: 436.9626 - logcount_predictions_loss: 0.7162 68/2080 [..............................] - ETA: 10:16 - loss: 452.7219 - logits_profile_predictions_loss: 436.9669 - logcount_predictions_loss: 0.7161 69/2080 [..............................] - ETA: 10:16 - loss: 452.7249 - logits_profile_predictions_loss: 436.9728 - logcount_predictions_loss: 0.7160 70/2080 [>.............................] - ETA: 10:15 - loss: 452.7402 - logits_profile_predictions_loss: 436.9903 - logcount_predictions_loss: 0.7159 71/2080 [>.............................] - ETA: 10:15 - loss: 452.7491 - logits_profile_predictions_loss: 437.0006 - logcount_predictions_loss: 0.7158 72/2080 [>.............................] - ETA: 10:15 - loss: 452.7685 - logits_profile_predictions_loss: 437.0210 - logcount_predictions_loss: 0.7158 73/2080 [>.............................] - ETA: 10:15 - loss: 452.7874 - logits_profile_predictions_loss: 437.0409 - logcount_predictions_loss: 0.7157 74/2080 [>.............................] - ETA: 10:14 - loss: 452.7990 - logits_profile_predictions_loss: 437.0535 - logcount_predictions_loss: 0.7157 75/2080 [>.............................] - ETA: 10:14 - loss: 452.8098 - logits_profile_predictions_loss: 437.0655 - logcount_predictions_loss: 0.7156 76/2080 [>.............................] - ETA: 10:14 - loss: 452.8250 - logits_profile_predictions_loss: 437.0814 - logcount_predictions_loss: 0.7156 77/2080 [>.............................] - ETA: 10:13 - loss: 452.8427 - logits_profile_predictions_loss: 437.1001 - logcount_predictions_loss: 0.7156 78/2080 [>.............................] - ETA: 10:13 - loss: 452.8629 - logits_profile_predictions_loss: 437.1213 - logcount_predictions_loss: 0.7155 79/2080 [>.............................] - ETA: 10:13 - loss: 452.8834 - logits_profile_predictions_loss: 437.1430 - logcount_predictions_loss: 0.7155 80/2080 [>.............................] - ETA: 10:13 - loss: 452.9059 - logits_profile_predictions_loss: 437.1663 - logcount_predictions_loss: 0.7154 81/2080 [>.............................] - ETA: 10:12 - loss: 452.9271 - logits_profile_predictions_loss: 437.1881 - logcount_predictions_loss: 0.7154 82/2080 [>.............................] - ETA: 10:12 - loss: 452.9462 - logits_profile_predictions_loss: 437.2078 - logcount_predictions_loss: 0.7154 83/2080 [>.............................] - ETA: 10:12 - loss: 452.9673 - logits_profile_predictions_loss: 437.2298 - logcount_predictions_loss: 0.7153 84/2080 [>.............................] - ETA: 10:12 - loss: 452.9892 - logits_profile_predictions_loss: 437.2528 - logcount_predictions_loss: 0.7153 85/2080 [>.............................] - ETA: 10:11 - loss: 453.0123 - logits_profile_predictions_loss: 437.2772 - logcount_predictions_loss: 0.7152 86/2080 [>.............................] - ETA: 10:11 - loss: 453.0311 - logits_profile_predictions_loss: 437.2978 - logcount_predictions_loss: 0.7151 87/2080 [>.............................] - ETA: 10:11 - loss: 453.0466 - logits_profile_predictions_loss: 437.3156 - logcount_predictions_loss: 0.7150 88/2080 [>.............................] - ETA: 10:10 - loss: 453.0621 - logits_profile_predictions_loss: 437.3334 - logcount_predictions_loss: 0.7149 89/2080 [>.............................] - ETA: 10:10 - loss: 453.0788 - logits_profile_predictions_loss: 437.3522 - logcount_predictions_loss: 0.7148 90/2080 [>.............................] - ETA: 10:10 - loss: 453.1000 - logits_profile_predictions_loss: 437.3757 - logcount_predictions_loss: 0.7147 91/2080 [>.............................] - ETA: 10:10 - loss: 453.1202 - logits_profile_predictions_loss: 437.3981 - logcount_predictions_loss: 0.7146 92/2080 [>.............................] - ETA: 10:09 - loss: 453.1360 - logits_profile_predictions_loss: 437.4159 - logcount_predictions_loss: 0.7146 93/2080 [>.............................] - ETA: 10:09 - loss: 453.1548 - logits_profile_predictions_loss: 437.4366 - logcount_predictions_loss: 0.7145 94/2080 [>.............................] - ETA: 10:09 - loss: 453.1769 - logits_profile_predictions_loss: 437.4597 - logcount_predictions_loss: 0.7144 95/2080 [>.............................] - ETA: 10:08 - loss: 453.1902 - logits_profile_predictions_loss: 437.4740 - logcount_predictions_loss: 0.7144 96/2080 [>.............................] - ETA: 10:08 - loss: 453.2026 - logits_profile_predictions_loss: 437.4874 - logcount_predictions_loss: 0.7143 97/2080 [>.............................] - ETA: 10:08 - loss: 453.2151 - logits_profile_predictions_loss: 437.5006 - logcount_predictions_loss: 0.7143 98/2080 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[====>.........................] - ETA: 8:46 - loss: 454.1967 - logits_profile_predictions_loss: 438.4613 - logcount_predictions_loss: 0.7152 372/2080 [====>.........................] - ETA: 8:45 - loss: 454.1983 - logits_profile_predictions_loss: 438.4628 - logcount_predictions_loss: 0.7153 373/2080 [====>.........................] - ETA: 8:45 - loss: 454.1998 - logits_profile_predictions_loss: 438.4641 - logcount_predictions_loss: 0.7153 374/2080 [====>.........................] - ETA: 8:45 - loss: 454.2013 - logits_profile_predictions_loss: 438.4655 - logcount_predictions_loss: 0.7153 375/2080 [====>.........................] - ETA: 8:44 - loss: 454.2028 - logits_profile_predictions_loss: 438.4668 - logcount_predictions_loss: 0.7153 376/2080 [====>.........................] - ETA: 8:44 - loss: 454.2037 - logits_profile_predictions_loss: 438.4674 - logcount_predictions_loss: 0.7153 377/2080 [====>.........................] - ETA: 8:44 - loss: 454.2045 - 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436.6111 - logcount_predictions_loss: 0.7054 2055/2080 [============================>.] - ETA: 7s - loss: 452.1282 - logits_profile_predictions_loss: 436.6101 - logcount_predictions_loss: 0.7054 2056/2080 [============================>.] - ETA: 7s - loss: 452.1270 - logits_profile_predictions_loss: 436.6090 - logcount_predictions_loss: 0.7054 2057/2080 [============================>.] - ETA: 7s - loss: 452.1258 - logits_profile_predictions_loss: 436.6080 - logcount_predictions_loss: 0.7054 2058/2080 [============================>.] - ETA: 6s - loss: 452.1246 - logits_profile_predictions_loss: 436.6069 - logcount_predictions_loss: 0.7053 2059/2080 [============================>.] - ETA: 6s - loss: 452.1235 - logits_profile_predictions_loss: 436.6059 - logcount_predictions_loss: 0.7053 2060/2080 [============================>.] - ETA: 6s - loss: 452.1223 - logits_profile_predictions_loss: 436.6048 - logcount_predictions_loss: 0.7053 2061/2080 [============================>.] - ETA: 5s - loss: 452.1211 - logits_profile_predictions_loss: 436.6038 - logcount_predictions_loss: 0.7053 2062/2080 [============================>.] - ETA: 5s - loss: 452.1199 - logits_profile_predictions_loss: 436.6027 - logcount_predictions_loss: 0.7053 2063/2080 [============================>.] - ETA: 5s - loss: 452.1187 - logits_profile_predictions_loss: 436.6017 - logcount_predictions_loss: 0.7053 2064/2080 [============================>.] - ETA: 4s - loss: 452.1175 - logits_profile_predictions_loss: 436.6006 - logcount_predictions_loss: 0.7053 2065/2080 [============================>.] - ETA: 4s - loss: 452.1163 - logits_profile_predictions_loss: 436.5996 - logcount_predictions_loss: 0.7053 2066/2080 [============================>.] - ETA: 4s - loss: 452.1151 - logits_profile_predictions_loss: 436.5985 - logcount_predictions_loss: 0.7053 2067/2080 [============================>.] - ETA: 4s - loss: 452.1139 - logits_profile_predictions_loss: 436.5975 - logcount_predictions_loss: 0.7053 2068/2080 [============================>.] - ETA: 3s - loss: 452.1127 - logits_profile_predictions_loss: 436.5964 - logcount_predictions_loss: 0.7053 2069/2080 [============================>.] - ETA: 3s - loss: 452.1115 - logits_profile_predictions_loss: 436.5953 - logcount_predictions_loss: 0.7053 2070/2080 [============================>.] - ETA: 3s - loss: 452.1103 - logits_profile_predictions_loss: 436.5943 - logcount_predictions_loss: 0.7053 2071/2080 [============================>.] - ETA: 2s - loss: 452.1091 - logits_profile_predictions_loss: 436.5932 - logcount_predictions_loss: 0.7053 2072/2080 [============================>.] - ETA: 2s - loss: 452.1079 - logits_profile_predictions_loss: 436.5921 - logcount_predictions_loss: 0.7053 2073/2080 [============================>.] - ETA: 2s - loss: 452.1067 - logits_profile_predictions_loss: 436.5911 - logcount_predictions_loss: 0.7053 2074/2080 [============================>.] - ETA: 1s - loss: 452.1055 - logits_profile_predictions_loss: 436.5900 - logcount_predictions_loss: 0.7052 2075/2080 [============================>.] - ETA: 1s - loss: 452.1043 - logits_profile_predictions_loss: 436.5889 - logcount_predictions_loss: 0.7052 2076/2080 [============================>.] - ETA: 1s - loss: 452.1031 - logits_profile_predictions_loss: 436.5878 - logcount_predictions_loss: 0.7052 2077/2080 [============================>.] - ETA: 0s - loss: 452.1018 - logits_profile_predictions_loss: 436.5867 - logcount_predictions_loss: 0.7052 2078/2080 [============================>.] - ETA: 0s - loss: 452.1006 - logits_profile_predictions_loss: 436.5856 - logcount_predictions_loss: 0.7052 2079/2080 [============================>.] - ETA: 0s - loss: 452.0994 - logits_profile_predictions_loss: 436.5845 - logcount_predictions_loss: 0.7052 2080/2080 [==============================] - ETA: 0s - loss: 452.0981 - logits_profile_predictions_loss: 436.5834 - logcount_predictions_loss: 0.7052 2080/2080 [==============================] - 679s 327ms/step - loss: 452.0969 - logits_profile_predictions_loss: 436.5823 - logcount_predictions_loss: 0.7052 - val_loss: 503.3246 - val_logits_profile_predictions_loss: 487.8871 - val_logcount_predictions_loss: 0.7017 Epoch 00002: val_loss improved from 515.34894 to 503.32455, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR040DJK//chrombpnet_model_feb15_fold_1/chrombpnet.h5 Epoch 3/50 1/2080 [..............................] - ETA: 11:05 - loss: 383.4413 - logits_profile_predictions_loss: 369.0633 - logcount_predictions_loss: 0.6535 2/2080 [..............................] - ETA: 10:37 - loss: 392.8276 - logits_profile_predictions_loss: 378.0463 - logcount_predictions_loss: 0.6719 3/2080 [..............................] - ETA: 10:37 - loss: 398.7625 - logits_profile_predictions_loss: 383.6899 - logcount_predictions_loss: 0.6851 4/2080 [..............................] - ETA: 10:37 - loss: 401.4267 - logits_profile_predictions_loss: 386.3910 - logcount_predictions_loss: 0.6834 5/2080 [..............................] - ETA: 10:37 - loss: 404.3321 - logits_profile_predictions_loss: 389.2942 - logcount_predictions_loss: 0.6835 6/2080 [..............................] - ETA: 10:37 - loss: 408.2273 - logits_profile_predictions_loss: 393.0761 - logcount_predictions_loss: 0.6887 7/2080 [..............................] - ETA: 10:37 - loss: 411.1279 - logits_profile_predictions_loss: 396.0187 - logcount_predictions_loss: 0.6868 8/2080 [..............................] - ETA: 10:36 - loss: 414.7147 - logits_profile_predictions_loss: 399.6161 - logcount_predictions_loss: 0.6863 9/2080 [..............................] - ETA: 10:36 - loss: 417.7906 - logits_profile_predictions_loss: 402.7088 - logcount_predictions_loss: 0.6855 10/2080 [..............................] - ETA: 10:36 - loss: 420.2584 - logits_profile_predictions_loss: 405.2103 - logcount_predictions_loss: 0.6840 11/2080 [..............................] - ETA: 10:36 - loss: 422.4385 - logits_profile_predictions_loss: 407.4213 - logcount_predictions_loss: 0.6826 12/2080 [..............................] - ETA: 10:35 - loss: 423.9471 - logits_profile_predictions_loss: 408.9437 - logcount_predictions_loss: 0.6820 13/2080 [..............................] - ETA: 10:35 - loss: 425.7137 - logits_profile_predictions_loss: 410.6967 - logcount_predictions_loss: 0.6826 14/2080 [..............................] - ETA: 10:35 - loss: 427.4288 - logits_profile_predictions_loss: 412.4110 - logcount_predictions_loss: 0.6826 15/2080 [..............................] - ETA: 10:35 - loss: 428.9379 - logits_profile_predictions_loss: 413.9233 - logcount_predictions_loss: 0.6825 16/2080 [..............................] - ETA: 10:34 - loss: 430.2080 - logits_profile_predictions_loss: 415.1995 - logcount_predictions_loss: 0.6822 17/2080 [..............................] - ETA: 10:34 - loss: 431.3230 - logits_profile_predictions_loss: 416.3215 - logcount_predictions_loss: 0.6819 18/2080 [..............................] - ETA: 10:34 - loss: 432.3911 - logits_profile_predictions_loss: 417.4090 - logcount_predictions_loss: 0.6810 19/2080 [..............................] - ETA: 10:33 - loss: 433.4413 - logits_profile_predictions_loss: 418.4774 - logcount_predictions_loss: 0.6802 20/2080 [..............................] - ETA: 10:33 - loss: 434.3107 - logits_profile_predictions_loss: 419.3683 - logcount_predictions_loss: 0.6792 21/2080 [..............................] - ETA: 10:33 - loss: 435.2775 - logits_profile_predictions_loss: 420.3493 - logcount_predictions_loss: 0.6786 22/2080 [..............................] - ETA: 10:33 - loss: 436.0091 - logits_profile_predictions_loss: 421.0986 - logcount_predictions_loss: 0.6778 23/2080 [..............................] - ETA: 10:32 - loss: 436.6969 - logits_profile_predictions_loss: 421.7820 - logcount_predictions_loss: 0.6780 24/2080 [..............................] - ETA: 10:32 - loss: 437.3502 - logits_profile_predictions_loss: 422.4370 - logcount_predictions_loss: 0.6779 25/2080 [..............................] - ETA: 10:32 - loss: 437.9034 - logits_profile_predictions_loss: 422.9854 - logcount_predictions_loss: 0.6781 26/2080 [..............................] - ETA: 10:32 - loss: 438.3734 - logits_profile_predictions_loss: 423.4521 - logcount_predictions_loss: 0.6782 27/2080 [..............................] - ETA: 10:31 - loss: 438.8449 - logits_profile_predictions_loss: 423.9230 - logcount_predictions_loss: 0.6783 28/2080 [..............................] - ETA: 10:31 - loss: 439.1904 - logits_profile_predictions_loss: 424.2712 - logcount_predictions_loss: 0.6781 29/2080 [..............................] - ETA: 10:31 - loss: 439.4737 - logits_profile_predictions_loss: 424.5560 - logcount_predictions_loss: 0.6781 30/2080 [..............................] - ETA: 10:31 - loss: 439.8131 - logits_profile_predictions_loss: 424.8879 - logcount_predictions_loss: 0.6784 31/2080 [..............................] - ETA: 10:30 - loss: 440.1670 - logits_profile_predictions_loss: 425.2303 - logcount_predictions_loss: 0.6789 32/2080 [..............................] - ETA: 10:30 - loss: 440.4623 - logits_profile_predictions_loss: 425.5147 - logcount_predictions_loss: 0.6794 33/2080 [..............................] - ETA: 10:30 - loss: 440.7130 - logits_profile_predictions_loss: 425.7548 - logcount_predictions_loss: 0.6799 34/2080 [..............................] - ETA: 10:30 - loss: 440.8987 - logits_profile_predictions_loss: 425.9297 - logcount_predictions_loss: 0.6804 35/2080 [..............................] - ETA: 10:29 - loss: 441.0320 - logits_profile_predictions_loss: 426.0515 - logcount_predictions_loss: 0.6809 36/2080 [..............................] - ETA: 10:29 - loss: 441.1566 - logits_profile_predictions_loss: 426.1632 - logcount_predictions_loss: 0.6815 37/2080 [..............................] - ETA: 10:29 - loss: 441.2967 - logits_profile_predictions_loss: 426.2891 - logcount_predictions_loss: 0.6822 38/2080 [..............................] - ETA: 10:28 - loss: 441.4641 - logits_profile_predictions_loss: 426.4370 - logcount_predictions_loss: 0.6831 39/2080 [..............................] - ETA: 10:28 - loss: 441.6166 - logits_profile_predictions_loss: 426.5706 - logcount_predictions_loss: 0.6839 40/2080 [..............................] - ETA: 10:28 - loss: 441.7925 - logits_profile_predictions_loss: 426.7288 - logcount_predictions_loss: 0.6847 41/2080 [..............................] - ETA: 10:28 - loss: 441.9459 - logits_profile_predictions_loss: 426.8609 - logcount_predictions_loss: 0.6857 42/2080 [..............................] - ETA: 10:27 - loss: 442.1055 - logits_profile_predictions_loss: 427.0020 - logcount_predictions_loss: 0.6865 43/2080 [..............................] - ETA: 10:27 - loss: 442.2663 - logits_profile_predictions_loss: 427.1466 - logcount_predictions_loss: 0.6873 44/2080 [..............................] - ETA: 10:27 - loss: 442.4077 - logits_profile_predictions_loss: 427.2743 - logcount_predictions_loss: 0.6879 45/2080 [..............................] - ETA: 10:26 - loss: 442.5200 - logits_profile_predictions_loss: 427.3745 - logcount_predictions_loss: 0.6884 46/2080 [..............................] - ETA: 10:26 - loss: 442.6139 - logits_profile_predictions_loss: 427.4580 - logcount_predictions_loss: 0.6889 47/2080 [..............................] - ETA: 10:26 - loss: 442.7077 - logits_profile_predictions_loss: 427.5418 - logcount_predictions_loss: 0.6894 48/2080 [..............................] - ETA: 10:26 - loss: 442.8123 - logits_profile_predictions_loss: 427.6366 - logcount_predictions_loss: 0.6898 49/2080 [..............................] - ETA: 10:25 - loss: 442.9019 - logits_profile_predictions_loss: 427.7151 - logcount_predictions_loss: 0.6903 50/2080 [..............................] - ETA: 10:25 - loss: 442.9630 - logits_profile_predictions_loss: 427.7662 - logcount_predictions_loss: 0.6908 51/2080 [..............................] - ETA: 10:25 - loss: 443.0223 - logits_profile_predictions_loss: 427.8169 - logcount_predictions_loss: 0.6912 52/2080 [..............................] - ETA: 10:24 - loss: 443.0634 - logits_profile_predictions_loss: 427.8499 - logcount_predictions_loss: 0.6915 53/2080 [..............................] - ETA: 10:24 - loss: 443.0995 - logits_profile_predictions_loss: 427.8802 - logcount_predictions_loss: 0.6918 54/2080 [..............................] - ETA: 10:24 - loss: 443.1439 - logits_profile_predictions_loss: 427.9191 - logcount_predictions_loss: 0.6920 55/2080 [..............................] - ETA: 10:24 - loss: 443.1914 - logits_profile_predictions_loss: 427.9604 - logcount_predictions_loss: 0.6923 56/2080 [..............................] - ETA: 10:23 - loss: 443.2476 - logits_profile_predictions_loss: 428.0091 - logcount_predictions_loss: 0.6927 57/2080 [..............................] - ETA: 10:23 - loss: 443.3012 - logits_profile_predictions_loss: 428.0565 - logcount_predictions_loss: 0.6929 58/2080 [..............................] - ETA: 10:23 - loss: 443.3364 - logits_profile_predictions_loss: 428.0870 - logcount_predictions_loss: 0.6932 59/2080 [..............................] - ETA: 10:22 - loss: 443.3557 - logits_profile_predictions_loss: 428.1025 - logcount_predictions_loss: 0.6933 60/2080 [..............................] - ETA: 10:22 - loss: 443.3759 - logits_profile_predictions_loss: 428.1184 - logcount_predictions_loss: 0.6935 61/2080 [..............................] - ETA: 10:22 - loss: 443.3862 - logits_profile_predictions_loss: 428.1255 - logcount_predictions_loss: 0.6937 62/2080 [..............................] - ETA: 10:22 - loss: 443.3861 - logits_profile_predictions_loss: 428.1231 - logcount_predictions_loss: 0.6938 63/2080 [..............................] - ETA: 10:21 - loss: 443.3737 - logits_profile_predictions_loss: 428.1089 - logcount_predictions_loss: 0.6939 64/2080 [..............................] - ETA: 10:21 - loss: 443.3563 - logits_profile_predictions_loss: 428.0899 - logcount_predictions_loss: 0.6939 65/2080 [..............................] - ETA: 10:21 - loss: 443.3309 - logits_profile_predictions_loss: 428.0635 - logcount_predictions_loss: 0.6940 66/2080 [..............................] - ETA: 10:20 - loss: 443.3099 - logits_profile_predictions_loss: 428.0405 - logcount_predictions_loss: 0.6941 67/2080 [..............................] - ETA: 10:20 - loss: 443.2918 - logits_profile_predictions_loss: 428.0200 - logcount_predictions_loss: 0.6942 68/2080 [..............................] - ETA: 10:20 - loss: 443.2801 - logits_profile_predictions_loss: 428.0066 - logcount_predictions_loss: 0.6943 69/2080 [..............................] - ETA: 10:19 - loss: 443.2670 - 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[>.............................] - ETA: 10:17 - loss: 443.1509 - logits_profile_predictions_loss: 427.8601 - logcount_predictions_loss: 0.6950 77/2080 [>.............................] - ETA: 10:17 - loss: 443.1440 - logits_profile_predictions_loss: 427.8492 - logcount_predictions_loss: 0.6952 78/2080 [>.............................] - ETA: 10:17 - loss: 443.1340 - logits_profile_predictions_loss: 427.8355 - logcount_predictions_loss: 0.6954 79/2080 [>.............................] - ETA: 10:17 - loss: 443.1307 - logits_profile_predictions_loss: 427.8282 - logcount_predictions_loss: 0.6956 80/2080 [>.............................] - ETA: 10:16 - loss: 443.1266 - logits_profile_predictions_loss: 427.8206 - logcount_predictions_loss: 0.6957 81/2080 [>.............................] - ETA: 10:16 - loss: 443.1277 - logits_profile_predictions_loss: 427.8177 - logcount_predictions_loss: 0.6959 82/2080 [>.............................] - ETA: 10:16 - loss: 443.1211 - 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[>.............................] - ETA: 10:14 - loss: 443.0488 - logits_profile_predictions_loss: 427.7197 - logcount_predictions_loss: 0.6968 90/2080 [>.............................] - ETA: 10:13 - loss: 443.0402 - logits_profile_predictions_loss: 427.7100 - logcount_predictions_loss: 0.6968 91/2080 [>.............................] - ETA: 10:13 - loss: 443.0289 - logits_profile_predictions_loss: 427.6983 - logcount_predictions_loss: 0.6968 92/2080 [>.............................] - ETA: 10:13 - loss: 443.0150 - logits_profile_predictions_loss: 427.6844 - logcount_predictions_loss: 0.6968 93/2080 [>.............................] - ETA: 10:12 - loss: 443.0112 - logits_profile_predictions_loss: 427.6803 - logcount_predictions_loss: 0.6969 94/2080 [>.............................] - ETA: 10:12 - loss: 443.0059 - logits_profile_predictions_loss: 427.6748 - logcount_predictions_loss: 0.6969 95/2080 [>.............................] - ETA: 10:12 - loss: 443.0029 - 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[====>.........................] - ETA: 8:51 - loss: 443.0710 - logits_profile_predictions_loss: 427.8706 - logcount_predictions_loss: 0.6909 363/2080 [====>.........................] - ETA: 8:50 - loss: 443.0682 - logits_profile_predictions_loss: 427.8683 - logcount_predictions_loss: 0.6909 364/2080 [====>.........................] - ETA: 8:50 - loss: 443.0652 - logits_profile_predictions_loss: 427.8659 - logcount_predictions_loss: 0.6909 365/2080 [====>.........................] - ETA: 8:50 - loss: 443.0625 - logits_profile_predictions_loss: 427.8638 - logcount_predictions_loss: 0.6909 366/2080 [====>.........................] - ETA: 8:49 - loss: 443.0595 - logits_profile_predictions_loss: 427.8614 - logcount_predictions_loss: 0.6908 367/2080 [====>.........................] - ETA: 8:49 - loss: 443.0570 - logits_profile_predictions_loss: 427.8594 - logcount_predictions_loss: 0.6908 368/2080 [====>.........................] - ETA: 8:49 - loss: 443.0544 - 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[====>.........................] - ETA: 8:47 - loss: 443.0413 - logits_profile_predictions_loss: 427.8478 - logcount_predictions_loss: 0.6906 376/2080 [====>.........................] - ETA: 8:46 - loss: 443.0404 - logits_profile_predictions_loss: 427.8473 - logcount_predictions_loss: 0.6906 377/2080 [====>.........................] - ETA: 8:46 - loss: 443.0392 - logits_profile_predictions_loss: 427.8465 - logcount_predictions_loss: 0.6906 378/2080 [====>.........................] - ETA: 8:46 - loss: 443.0383 - logits_profile_predictions_loss: 427.8460 - logcount_predictions_loss: 0.6906 379/2080 [====>.........................] - ETA: 8:45 - loss: 443.0375 - logits_profile_predictions_loss: 427.8456 - logcount_predictions_loss: 0.6905 380/2080 [====>.........................] - ETA: 8:45 - loss: 443.0366 - logits_profile_predictions_loss: 427.8450 - logcount_predictions_loss: 0.6905 381/2080 [====>.........................] - ETA: 8:45 - loss: 443.0355 - 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loss: 442.6767 - logits_profile_predictions_loss: 428.0267 - logcount_predictions_loss: 0.6659 2066/2080 [============================>.] - ETA: 4s - loss: 442.6765 - logits_profile_predictions_loss: 428.0267 - logcount_predictions_loss: 0.6659 2067/2080 [============================>.] - ETA: 4s - loss: 442.6763 - logits_profile_predictions_loss: 428.0266 - logcount_predictions_loss: 0.6659 2068/2080 [============================>.] - ETA: 3s - loss: 442.6761 - logits_profile_predictions_loss: 428.0266 - logcount_predictions_loss: 0.6659 2069/2080 [============================>.] - ETA: 3s - loss: 442.6759 - logits_profile_predictions_loss: 428.0265 - logcount_predictions_loss: 0.6659 2070/2080 [============================>.] - ETA: 3s - loss: 442.6757 - logits_profile_predictions_loss: 428.0265 - logcount_predictions_loss: 0.6659 2071/2080 [============================>.] - ETA: 2s - loss: 442.6754 - logits_profile_predictions_loss: 428.0265 - logcount_predictions_loss: 0.6659 2072/2080 [============================>.] - ETA: 2s - loss: 442.6752 - logits_profile_predictions_loss: 428.0264 - logcount_predictions_loss: 0.6659 2073/2080 [============================>.] - ETA: 2s - loss: 442.6750 - logits_profile_predictions_loss: 428.0264 - logcount_predictions_loss: 0.6659 2074/2080 [============================>.] - ETA: 1s - loss: 442.6747 - logits_profile_predictions_loss: 428.0263 - logcount_predictions_loss: 0.6658 2075/2080 [============================>.] - ETA: 1s - loss: 442.6745 - logits_profile_predictions_loss: 428.0262 - logcount_predictions_loss: 0.6658 2076/2080 [============================>.] - ETA: 1s - loss: 442.6742 - logits_profile_predictions_loss: 428.0261 - logcount_predictions_loss: 0.6658 2077/2080 [============================>.] - ETA: 0s - loss: 442.6740 - logits_profile_predictions_loss: 428.0260 - logcount_predictions_loss: 0.6658 2078/2080 [============================>.] - ETA: 0s - loss: 442.6737 - logits_profile_predictions_loss: 428.0259 - logcount_predictions_loss: 0.6658 2079/2080 [============================>.] - ETA: 0s - loss: 442.6734 - logits_profile_predictions_loss: 428.0258 - logcount_predictions_loss: 0.6658 2080/2080 [==============================] - ETA: 0s - loss: 442.6731 - logits_profile_predictions_loss: 428.0257 - logcount_predictions_loss: 0.6658 2080/2080 [==============================] - 679s 326ms/step - loss: 442.6729 - logits_profile_predictions_loss: 428.0256 - logcount_predictions_loss: 0.6658 - val_loss: 498.0336 - val_logits_profile_predictions_loss: 483.4246 - val_logcount_predictions_loss: 0.6641 Epoch 00003: val_loss improved from 503.32455 to 498.03357, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR040DJK//chrombpnet_model_feb15_fold_1/chrombpnet.h5 Epoch 4/50 1/2080 [..............................] - ETA: 10:58 - loss: 452.0956 - logits_profile_predictions_loss: 438.8979 - logcount_predictions_loss: 0.5999 2/2080 [..............................] - ETA: 10:36 - loss: 447.2110 - logits_profile_predictions_loss: 433.8541 - logcount_predictions_loss: 0.6071 3/2080 [..............................] - ETA: 10:36 - loss: 439.8169 - logits_profile_predictions_loss: 426.4162 - logcount_predictions_loss: 0.6091 4/2080 [..............................] - ETA: 10:37 - loss: 436.3186 - logits_profile_predictions_loss: 422.9632 - logcount_predictions_loss: 0.6071 5/2080 [..............................] - ETA: 10:37 - loss: 435.1806 - logits_profile_predictions_loss: 421.6609 - logcount_predictions_loss: 0.6145 6/2080 [..............................] - ETA: 10:37 - loss: 435.5699 - logits_profile_predictions_loss: 421.9339 - logcount_predictions_loss: 0.6198 7/2080 [..............................] - ETA: 10:37 - loss: 436.5805 - logits_profile_predictions_loss: 422.8598 - logcount_predictions_loss: 0.6237 8/2080 [..............................] - ETA: 10:36 - loss: 439.2796 - logits_profile_predictions_loss: 425.4592 - logcount_predictions_loss: 0.6282 9/2080 [..............................] - ETA: 10:36 - loss: 441.3578 - logits_profile_predictions_loss: 427.5043 - logcount_predictions_loss: 0.6297 10/2080 [..............................] - ETA: 10:36 - loss: 443.1238 - logits_profile_predictions_loss: 429.2308 - logcount_predictions_loss: 0.6315 11/2080 [..............................] - ETA: 10:35 - loss: 444.2695 - logits_profile_predictions_loss: 430.3339 - logcount_predictions_loss: 0.6334 12/2080 [..............................] - ETA: 10:35 - loss: 445.0273 - logits_profile_predictions_loss: 431.0708 - logcount_predictions_loss: 0.6344 13/2080 [..............................] - ETA: 10:35 - loss: 445.5375 - logits_profile_predictions_loss: 431.5655 - logcount_predictions_loss: 0.6351 14/2080 [..............................] - ETA: 10:35 - loss: 446.1422 - logits_profile_predictions_loss: 432.1364 - logcount_predictions_loss: 0.6366 15/2080 [..............................] - ETA: 10:34 - loss: 446.3546 - logits_profile_predictions_loss: 432.3147 - logcount_predictions_loss: 0.6382 16/2080 [..............................] - ETA: 10:34 - loss: 446.4794 - logits_profile_predictions_loss: 432.3982 - logcount_predictions_loss: 0.6401 17/2080 [..............................] - ETA: 10:34 - loss: 446.5999 - logits_profile_predictions_loss: 432.4789 - logcount_predictions_loss: 0.6419 18/2080 [..............................] - ETA: 10:33 - loss: 446.7528 - logits_profile_predictions_loss: 432.5921 - logcount_predictions_loss: 0.6437 19/2080 [..............................] - ETA: 10:33 - loss: 446.9841 - logits_profile_predictions_loss: 432.7972 - logcount_predictions_loss: 0.6449 20/2080 [..............................] - ETA: 10:33 - loss: 447.1241 - logits_profile_predictions_loss: 432.9122 - logcount_predictions_loss: 0.6460 21/2080 [..............................] - ETA: 10:33 - loss: 447.1560 - logits_profile_predictions_loss: 432.9209 - logcount_predictions_loss: 0.6470 22/2080 [..............................] - ETA: 10:33 - loss: 447.2332 - logits_profile_predictions_loss: 432.9798 - logcount_predictions_loss: 0.6479 23/2080 [..............................] - ETA: 10:32 - loss: 447.2431 - logits_profile_predictions_loss: 432.9752 - logcount_predictions_loss: 0.6485 24/2080 [..............................] - ETA: 10:32 - loss: 447.3194 - logits_profile_predictions_loss: 433.0389 - logcount_predictions_loss: 0.6491 25/2080 [..............................] - ETA: 10:32 - loss: 447.4086 - logits_profile_predictions_loss: 433.1142 - logcount_predictions_loss: 0.6497 26/2080 [..............................] - ETA: 10:32 - loss: 447.4396 - logits_profile_predictions_loss: 433.1362 - logcount_predictions_loss: 0.6502 27/2080 [..............................] - ETA: 10:31 - loss: 447.5521 - logits_profile_predictions_loss: 433.2353 - logcount_predictions_loss: 0.6508 28/2080 [..............................] - ETA: 10:31 - loss: 447.5752 - logits_profile_predictions_loss: 433.2534 - logcount_predictions_loss: 0.6510 29/2080 [..............................] - ETA: 10:31 - loss: 447.5650 - logits_profile_predictions_loss: 433.2445 - logcount_predictions_loss: 0.6509 30/2080 [..............................] - ETA: 10:30 - loss: 447.5840 - logits_profile_predictions_loss: 433.2613 - logcount_predictions_loss: 0.6510 31/2080 [..............................] - ETA: 10:30 - loss: 447.5833 - logits_profile_predictions_loss: 433.2569 - logcount_predictions_loss: 0.6512 32/2080 [..............................] - ETA: 10:30 - loss: 447.6380 - logits_profile_predictions_loss: 433.3047 - logcount_predictions_loss: 0.6515 33/2080 [..............................] - ETA: 10:30 - loss: 447.6679 - logits_profile_predictions_loss: 433.3303 - logcount_predictions_loss: 0.6517 34/2080 [..............................] - ETA: 10:30 - loss: 447.7052 - logits_profile_predictions_loss: 433.3623 - logcount_predictions_loss: 0.6519 35/2080 [..............................] - ETA: 10:30 - loss: 447.7592 - logits_profile_predictions_loss: 433.4083 - logcount_predictions_loss: 0.6523 36/2080 [..............................] - ETA: 10:30 - loss: 447.8085 - logits_profile_predictions_loss: 433.4514 - logcount_predictions_loss: 0.6526 37/2080 [..............................] - ETA: 10:30 - loss: 447.8547 - logits_profile_predictions_loss: 433.4939 - logcount_predictions_loss: 0.6528 38/2080 [..............................] - ETA: 10:29 - loss: 447.9195 - logits_profile_predictions_loss: 433.5585 - logcount_predictions_loss: 0.6528 39/2080 [..............................] - ETA: 10:29 - loss: 448.0123 - logits_profile_predictions_loss: 433.6511 - logcount_predictions_loss: 0.6528 40/2080 [..............................] - ETA: 10:29 - loss: 448.1346 - logits_profile_predictions_loss: 433.7735 - logcount_predictions_loss: 0.6528 41/2080 [..............................] - ETA: 10:28 - loss: 448.2465 - logits_profile_predictions_loss: 433.8852 - logcount_predictions_loss: 0.6528 42/2080 [..............................] - ETA: 10:28 - loss: 448.3409 - logits_profile_predictions_loss: 433.9811 - logcount_predictions_loss: 0.6527 43/2080 [..............................] - ETA: 10:28 - loss: 448.3887 - logits_profile_predictions_loss: 434.0316 - logcount_predictions_loss: 0.6526 44/2080 [..............................] - ETA: 10:27 - loss: 448.4254 - logits_profile_predictions_loss: 434.0724 - logcount_predictions_loss: 0.6524 45/2080 [..............................] - ETA: 10:27 - loss: 448.4230 - logits_profile_predictions_loss: 434.0747 - logcount_predictions_loss: 0.6522 46/2080 [..............................] - ETA: 10:27 - loss: 448.4252 - logits_profile_predictions_loss: 434.0806 - logcount_predictions_loss: 0.6520 47/2080 [..............................] - ETA: 10:27 - loss: 448.3825 - logits_profile_predictions_loss: 434.0431 - logcount_predictions_loss: 0.6518 48/2080 [..............................] - ETA: 10:26 - loss: 448.3447 - logits_profile_predictions_loss: 434.0096 - logcount_predictions_loss: 0.6516 49/2080 [..............................] - ETA: 10:26 - loss: 448.2923 - logits_profile_predictions_loss: 433.9618 - logcount_predictions_loss: 0.6514 50/2080 [..............................] - ETA: 10:26 - loss: 448.2524 - logits_profile_predictions_loss: 433.9277 - logcount_predictions_loss: 0.6511 51/2080 [..............................] - ETA: 10:25 - loss: 448.2134 - logits_profile_predictions_loss: 433.8950 - logcount_predictions_loss: 0.6508 52/2080 [..............................] - ETA: 10:25 - loss: 448.1716 - logits_profile_predictions_loss: 433.8576 - logcount_predictions_loss: 0.6506 53/2080 [..............................] - ETA: 10:25 - loss: 448.1196 - logits_profile_predictions_loss: 433.8103 - logcount_predictions_loss: 0.6504 54/2080 [..............................] - ETA: 10:24 - loss: 448.0486 - logits_profile_predictions_loss: 433.7452 - logcount_predictions_loss: 0.6502 55/2080 [..............................] - ETA: 10:24 - loss: 447.9832 - logits_profile_predictions_loss: 433.6851 - logcount_predictions_loss: 0.6499 56/2080 [..............................] - ETA: 10:24 - loss: 447.9302 - logits_profile_predictions_loss: 433.6322 - logcount_predictions_loss: 0.6499 57/2080 [..............................] - ETA: 10:24 - loss: 447.8658 - logits_profile_predictions_loss: 433.5700 - logcount_predictions_loss: 0.6498 58/2080 [..............................] - ETA: 10:23 - loss: 447.7812 - logits_profile_predictions_loss: 433.4880 - logcount_predictions_loss: 0.6497 59/2080 [..............................] - ETA: 10:23 - loss: 447.6960 - logits_profile_predictions_loss: 433.4065 - logcount_predictions_loss: 0.6495 60/2080 [..............................] - ETA: 10:23 - loss: 447.6103 - logits_profile_predictions_loss: 433.3251 - logcount_predictions_loss: 0.6493 61/2080 [..............................] - ETA: 10:22 - loss: 447.5280 - logits_profile_predictions_loss: 433.2476 - logcount_predictions_loss: 0.6491 62/2080 [..............................] - ETA: 10:22 - loss: 447.4546 - logits_profile_predictions_loss: 433.1788 - logcount_predictions_loss: 0.6489 63/2080 [..............................] - ETA: 10:22 - loss: 447.3824 - logits_profile_predictions_loss: 433.1116 - logcount_predictions_loss: 0.6487 64/2080 [..............................] - ETA: 10:21 - loss: 447.3109 - logits_profile_predictions_loss: 433.0443 - logcount_predictions_loss: 0.6485 65/2080 [..............................] - ETA: 10:21 - loss: 447.2447 - logits_profile_predictions_loss: 432.9827 - logcount_predictions_loss: 0.6483 66/2080 [..............................] - ETA: 10:21 - loss: 447.1843 - logits_profile_predictions_loss: 432.9257 - logcount_predictions_loss: 0.6481 67/2080 [..............................] - ETA: 10:21 - loss: 447.1216 - logits_profile_predictions_loss: 432.8662 - logcount_predictions_loss: 0.6480 68/2080 [..............................] - ETA: 10:20 - loss: 447.0612 - logits_profile_predictions_loss: 432.8083 - logcount_predictions_loss: 0.6479 69/2080 [..............................] - ETA: 10:20 - loss: 447.0015 - logits_profile_predictions_loss: 432.7506 - logcount_predictions_loss: 0.6478 70/2080 [>.............................] - ETA: 10:20 - loss: 446.9404 - logits_profile_predictions_loss: 432.6923 - logcount_predictions_loss: 0.6476 71/2080 [>.............................] - ETA: 10:19 - loss: 446.8884 - logits_profile_predictions_loss: 432.6432 - logcount_predictions_loss: 0.6475 72/2080 [>.............................] - ETA: 10:19 - loss: 446.8510 - logits_profile_predictions_loss: 432.6090 - logcount_predictions_loss: 0.6474 73/2080 [>.............................] - ETA: 10:19 - loss: 446.8077 - logits_profile_predictions_loss: 432.5687 - logcount_predictions_loss: 0.6472 74/2080 [>.............................] - ETA: 10:18 - loss: 446.7672 - logits_profile_predictions_loss: 432.5308 - logcount_predictions_loss: 0.6471 75/2080 [>.............................] - ETA: 10:18 - loss: 446.7321 - logits_profile_predictions_loss: 432.4988 - logcount_predictions_loss: 0.6470 76/2080 [>.............................] - ETA: 10:18 - loss: 446.7026 - logits_profile_predictions_loss: 432.4719 - logcount_predictions_loss: 0.6469 77/2080 [>.............................] - ETA: 10:18 - loss: 446.6667 - logits_profile_predictions_loss: 432.4388 - logcount_predictions_loss: 0.6467 78/2080 [>.............................] - ETA: 10:17 - loss: 446.6304 - logits_profile_predictions_loss: 432.4052 - logcount_predictions_loss: 0.6466 79/2080 [>.............................] - ETA: 10:17 - loss: 446.5873 - logits_profile_predictions_loss: 432.3652 - logcount_predictions_loss: 0.6465 80/2080 [>.............................] - ETA: 10:17 - loss: 446.5399 - logits_profile_predictions_loss: 432.3209 - logcount_predictions_loss: 0.6463 81/2080 [>.............................] - ETA: 10:16 - loss: 446.4901 - logits_profile_predictions_loss: 432.2741 - logcount_predictions_loss: 0.6462 82/2080 [>.............................] - ETA: 10:16 - loss: 446.4416 - logits_profile_predictions_loss: 432.2288 - logcount_predictions_loss: 0.6460 83/2080 [>.............................] - ETA: 10:16 - loss: 446.4007 - logits_profile_predictions_loss: 432.1907 - logcount_predictions_loss: 0.6459 84/2080 [>.............................] - ETA: 10:15 - loss: 446.3588 - logits_profile_predictions_loss: 432.1517 - logcount_predictions_loss: 0.6458 85/2080 [>.............................] - ETA: 10:15 - loss: 446.3142 - logits_profile_predictions_loss: 432.1102 - logcount_predictions_loss: 0.6456 86/2080 [>.............................] - ETA: 10:15 - loss: 446.2662 - logits_profile_predictions_loss: 432.0654 - logcount_predictions_loss: 0.6455 87/2080 [>.............................] - ETA: 10:15 - loss: 446.2173 - logits_profile_predictions_loss: 432.0196 - logcount_predictions_loss: 0.6454 88/2080 [>.............................] - ETA: 10:14 - loss: 446.1669 - logits_profile_predictions_loss: 431.9723 - logcount_predictions_loss: 0.6452 89/2080 [>.............................] - ETA: 10:14 - loss: 446.1165 - logits_profile_predictions_loss: 431.9254 - logcount_predictions_loss: 0.6451 90/2080 [>.............................] - ETA: 10:14 - loss: 446.0685 - logits_profile_predictions_loss: 431.8809 - logcount_predictions_loss: 0.6449 91/2080 [>.............................] - ETA: 10:13 - loss: 446.0220 - logits_profile_predictions_loss: 431.8379 - logcount_predictions_loss: 0.6447 92/2080 [>.............................] - ETA: 10:13 - loss: 445.9734 - logits_profile_predictions_loss: 431.7923 - logcount_predictions_loss: 0.6446 93/2080 [>.............................] - ETA: 10:13 - loss: 445.9248 - logits_profile_predictions_loss: 431.7472 - logcount_predictions_loss: 0.6444 94/2080 [>.............................] - ETA: 10:12 - loss: 445.8740 - logits_profile_predictions_loss: 431.6994 - logcount_predictions_loss: 0.6443 95/2080 [>.............................] - ETA: 10:12 - loss: 445.8200 - logits_profile_predictions_loss: 431.6485 - logcount_predictions_loss: 0.6442 96/2080 [>.............................] - ETA: 10:12 - loss: 445.7617 - logits_profile_predictions_loss: 431.5935 - logcount_predictions_loss: 0.6440 97/2080 [>.............................] - ETA: 10:11 - loss: 445.7080 - logits_profile_predictions_loss: 431.5431 - logcount_predictions_loss: 0.6439 98/2080 [>.............................] - ETA: 10:11 - loss: 445.6558 - logits_profile_predictions_loss: 431.4940 - logcount_predictions_loss: 0.6437 99/2080 [>.............................] - ETA: 10:11 - loss: 445.6060 - logits_profile_predictions_loss: 431.4474 - logcount_predictions_loss: 0.6436 100/2080 [>.............................] - ETA: 10:11 - loss: 445.5639 - logits_profile_predictions_loss: 431.4083 - logcount_predictions_loss: 0.6434 101/2080 [>.............................] - ETA: 10:10 - loss: 445.5187 - logits_profile_predictions_loss: 431.3664 - logcount_predictions_loss: 0.6433 102/2080 [>.............................] - ETA: 10:10 - loss: 445.4732 - logits_profile_predictions_loss: 431.3244 - logcount_predictions_loss: 0.6431 103/2080 [>.............................] - ETA: 10:10 - loss: 445.4288 - logits_profile_predictions_loss: 431.2837 - logcount_predictions_loss: 0.6430 104/2080 [>.............................] - ETA: 10:09 - loss: 445.3884 - logits_profile_predictions_loss: 431.2469 - logcount_predictions_loss: 0.6428 105/2080 [>.............................] - ETA: 10:09 - loss: 445.3453 - logits_profile_predictions_loss: 431.2075 - logcount_predictions_loss: 0.6426 106/2080 [>.............................] - ETA: 10:09 - loss: 445.2993 - logits_profile_predictions_loss: 431.1655 - logcount_predictions_loss: 0.6424 107/2080 [>.............................] - ETA: 10:08 - loss: 445.2544 - logits_profile_predictions_loss: 431.1247 - logcount_predictions_loss: 0.6423 108/2080 [>.............................] - ETA: 10:08 - loss: 445.2076 - logits_profile_predictions_loss: 431.0821 - logcount_predictions_loss: 0.6421 109/2080 [>.............................] - ETA: 10:08 - loss: 445.1621 - logits_profile_predictions_loss: 431.0403 - logcount_predictions_loss: 0.6419 110/2080 [>.............................] - ETA: 10:08 - loss: 445.1119 - logits_profile_predictions_loss: 430.9938 - logcount_predictions_loss: 0.6417 111/2080 [>.............................] - ETA: 10:07 - loss: 445.0592 - logits_profile_predictions_loss: 430.9450 - logcount_predictions_loss: 0.6416 112/2080 [>.............................] - ETA: 10:07 - loss: 445.0043 - logits_profile_predictions_loss: 430.8942 - logcount_predictions_loss: 0.6414 113/2080 [>.............................] - ETA: 10:07 - loss: 444.9481 - logits_profile_predictions_loss: 430.8421 - logcount_predictions_loss: 0.6412 114/2080 [>.............................] - ETA: 10:06 - loss: 444.8925 - logits_profile_predictions_loss: 430.7907 - logcount_predictions_loss: 0.6410 115/2080 [>.............................] - ETA: 10:06 - loss: 444.8358 - logits_profile_predictions_loss: 430.7381 - logcount_predictions_loss: 0.6408 116/2080 [>.............................] - ETA: 10:06 - loss: 444.7791 - logits_profile_predictions_loss: 430.6849 - logcount_predictions_loss: 0.6406 117/2080 [>.............................] - ETA: 10:05 - loss: 444.7261 - logits_profile_predictions_loss: 430.6351 - logcount_predictions_loss: 0.6405 118/2080 [>.............................] - ETA: 10:05 - loss: 444.6722 - logits_profile_predictions_loss: 430.5845 - logcount_predictions_loss: 0.6404 119/2080 [>.............................] - ETA: 10:05 - loss: 444.6197 - 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2070/2080 [============================>.] - ETA: 3s - loss: 437.9763 - logits_profile_predictions_loss: 424.3372 - logcount_predictions_loss: 0.6200 2071/2080 [============================>.] - ETA: 2s - loss: 437.9757 - logits_profile_predictions_loss: 424.3367 - logcount_predictions_loss: 0.6200 2072/2080 [============================>.] - ETA: 2s - loss: 437.9752 - logits_profile_predictions_loss: 424.3363 - logcount_predictions_loss: 0.6200 2073/2080 [============================>.] - ETA: 2s - loss: 437.9746 - logits_profile_predictions_loss: 424.3358 - logcount_predictions_loss: 0.6199 2074/2080 [============================>.] - ETA: 1s - loss: 437.9741 - logits_profile_predictions_loss: 424.3353 - logcount_predictions_loss: 0.6199 2075/2080 [============================>.] - ETA: 1s - loss: 437.9735 - logits_profile_predictions_loss: 424.3349 - logcount_predictions_loss: 0.6199 2076/2080 [============================>.] - ETA: 1s - loss: 437.9730 - logits_profile_predictions_loss: 424.3344 - logcount_predictions_loss: 0.6199 2077/2080 [============================>.] - ETA: 0s - loss: 437.9724 - logits_profile_predictions_loss: 424.3339 - logcount_predictions_loss: 0.6199 2078/2080 [============================>.] - ETA: 0s - loss: 437.9719 - logits_profile_predictions_loss: 424.3335 - logcount_predictions_loss: 0.6199 2079/2080 [============================>.] - ETA: 0s - loss: 437.9713 - logits_profile_predictions_loss: 424.3330 - logcount_predictions_loss: 0.6199 2080/2080 [==============================] - ETA: 0s - loss: 437.9708 - logits_profile_predictions_loss: 424.3326 - logcount_predictions_loss: 0.6199 2080/2080 [==============================] - 679s 326ms/step - loss: 437.9702 - logits_profile_predictions_loss: 424.3321 - logcount_predictions_loss: 0.6199 - val_loss: 498.3321 - val_logits_profile_predictions_loss: 482.1641 - val_logcount_predictions_loss: 0.7349 Epoch 00004: val_loss did not improve from 498.03357 Epoch 5/50 1/2080 [..............................] - ETA: 10:57 - loss: 413.5494 - logits_profile_predictions_loss: 403.2084 - logcount_predictions_loss: 0.4700 2/2080 [..............................] - ETA: 10:37 - loss: 423.2916 - logits_profile_predictions_loss: 411.9482 - logcount_predictions_loss: 0.5156 3/2080 [..............................] - ETA: 10:37 - loss: 424.8669 - logits_profile_predictions_loss: 413.0062 - logcount_predictions_loss: 0.5391 4/2080 [..............................] - ETA: 10:38 - loss: 425.0289 - logits_profile_predictions_loss: 412.7765 - logcount_predictions_loss: 0.5569 5/2080 [..............................] - ETA: 10:37 - loss: 423.7438 - logits_profile_predictions_loss: 411.1795 - logcount_predictions_loss: 0.5711 6/2080 [..............................] - ETA: 10:37 - loss: 423.0923 - logits_profile_predictions_loss: 410.4113 - logcount_predictions_loss: 0.5764 7/2080 [..............................] - ETA: 10:37 - loss: 422.9000 - logits_profile_predictions_loss: 410.1567 - logcount_predictions_loss: 0.5792 8/2080 [..............................] - ETA: 10:37 - loss: 422.9986 - logits_profile_predictions_loss: 410.1726 - logcount_predictions_loss: 0.5830 9/2080 [..............................] - ETA: 10:36 - loss: 422.9860 - logits_profile_predictions_loss: 410.0998 - logcount_predictions_loss: 0.5857 10/2080 [..............................] - ETA: 10:36 - loss: 422.7566 - logits_profile_predictions_loss: 409.8482 - logcount_predictions_loss: 0.5867 11/2080 [..............................] - ETA: 10:36 - loss: 422.9482 - logits_profile_predictions_loss: 410.0003 - logcount_predictions_loss: 0.5885 12/2080 [..............................] - ETA: 10:36 - loss: 423.4498 - logits_profile_predictions_loss: 410.4681 - logcount_predictions_loss: 0.5901 13/2080 [..............................] - ETA: 10:35 - loss: 424.1960 - logits_profile_predictions_loss: 411.1325 - logcount_predictions_loss: 0.5938 14/2080 [..............................] - ETA: 10:35 - loss: 424.7472 - logits_profile_predictions_loss: 411.6263 - logcount_predictions_loss: 0.5964 15/2080 [..............................] - ETA: 10:35 - loss: 425.0758 - logits_profile_predictions_loss: 411.9060 - logcount_predictions_loss: 0.5986 16/2080 [..............................] - ETA: 10:34 - loss: 425.5694 - logits_profile_predictions_loss: 412.3563 - logcount_predictions_loss: 0.6006 17/2080 [..............................] - ETA: 10:34 - loss: 425.9818 - logits_profile_predictions_loss: 412.7366 - logcount_predictions_loss: 0.6021 18/2080 [..............................] - ETA: 10:34 - loss: 426.4081 - logits_profile_predictions_loss: 413.1395 - logcount_predictions_loss: 0.6031 19/2080 [..............................] - ETA: 10:34 - loss: 426.7144 - logits_profile_predictions_loss: 413.4251 - logcount_predictions_loss: 0.6041 20/2080 [..............................] - ETA: 10:33 - loss: 426.9515 - logits_profile_predictions_loss: 413.6416 - logcount_predictions_loss: 0.6050 21/2080 [..............................] - ETA: 10:33 - loss: 427.1061 - logits_profile_predictions_loss: 413.7809 - logcount_predictions_loss: 0.6057 22/2080 [..............................] - ETA: 10:33 - loss: 427.1967 - logits_profile_predictions_loss: 413.8645 - logcount_predictions_loss: 0.6060 23/2080 [..............................] - ETA: 10:33 - loss: 427.2797 - logits_profile_predictions_loss: 413.9454 - logcount_predictions_loss: 0.6061 24/2080 [..............................] - ETA: 10:32 - loss: 427.3687 - logits_profile_predictions_loss: 414.0297 - logcount_predictions_loss: 0.6063 25/2080 [..............................] - ETA: 10:32 - loss: 427.5860 - logits_profile_predictions_loss: 414.2490 - logcount_predictions_loss: 0.6062 26/2080 [..............................] - ETA: 10:32 - loss: 427.8114 - logits_profile_predictions_loss: 414.4743 - logcount_predictions_loss: 0.6062 27/2080 [..............................] - ETA: 10:31 - loss: 428.0462 - logits_profile_predictions_loss: 414.7127 - logcount_predictions_loss: 0.6061 28/2080 [..............................] - ETA: 10:31 - loss: 428.3063 - logits_profile_predictions_loss: 414.9765 - logcount_predictions_loss: 0.6059 29/2080 [..............................] - ETA: 10:31 - loss: 428.4926 - logits_profile_predictions_loss: 415.1649 - logcount_predictions_loss: 0.6058 30/2080 [..............................] - ETA: 10:31 - loss: 428.6352 - logits_profile_predictions_loss: 415.3123 - logcount_predictions_loss: 0.6056 31/2080 [..............................] - ETA: 10:30 - loss: 428.7490 - logits_profile_predictions_loss: 415.4313 - logcount_predictions_loss: 0.6054 32/2080 [..............................] - ETA: 10:30 - loss: 428.8541 - logits_profile_predictions_loss: 415.5405 - logcount_predictions_loss: 0.6052 33/2080 [..............................] - ETA: 10:30 - loss: 428.9601 - logits_profile_predictions_loss: 415.6518 - logcount_predictions_loss: 0.6049 34/2080 [..............................] - ETA: 10:30 - loss: 429.0837 - logits_profile_predictions_loss: 415.7825 - logcount_predictions_loss: 0.6046 35/2080 [..............................] - ETA: 10:29 - loss: 429.2599 - logits_profile_predictions_loss: 415.9662 - logcount_predictions_loss: 0.6043 36/2080 [..............................] - ETA: 10:29 - loss: 429.4777 - logits_profile_predictions_loss: 416.1860 - logcount_predictions_loss: 0.6042 37/2080 [..............................] - ETA: 10:29 - loss: 429.6905 - logits_profile_predictions_loss: 416.4016 - logcount_predictions_loss: 0.6040 38/2080 [..............................] - ETA: 10:29 - loss: 429.8945 - logits_profile_predictions_loss: 416.6104 - logcount_predictions_loss: 0.6038 39/2080 [..............................] - ETA: 10:29 - loss: 430.0908 - logits_profile_predictions_loss: 416.8115 - logcount_predictions_loss: 0.6036 40/2080 [..............................] - ETA: 10:28 - loss: 430.2643 - logits_profile_predictions_loss: 416.9886 - logcount_predictions_loss: 0.6034 41/2080 [..............................] - ETA: 10:28 - loss: 430.4277 - logits_profile_predictions_loss: 417.1540 - logcount_predictions_loss: 0.6033 42/2080 [..............................] - ETA: 10:28 - loss: 430.5879 - logits_profile_predictions_loss: 417.3172 - logcount_predictions_loss: 0.6032 43/2080 [..............................] - ETA: 10:28 - loss: 430.7442 - logits_profile_predictions_loss: 417.4780 - logcount_predictions_loss: 0.6030 44/2080 [..............................] - ETA: 10:27 - loss: 430.8940 - logits_profile_predictions_loss: 417.6303 - logcount_predictions_loss: 0.6029 45/2080 [..............................] - ETA: 10:27 - loss: 431.0580 - logits_profile_predictions_loss: 417.7973 - logcount_predictions_loss: 0.6028 46/2080 [..............................] - ETA: 10:27 - loss: 431.2049 - logits_profile_predictions_loss: 417.9466 - logcount_predictions_loss: 0.6026 47/2080 [..............................] - ETA: 10:27 - loss: 431.3589 - logits_profile_predictions_loss: 418.1041 - logcount_predictions_loss: 0.6025 48/2080 [..............................] - ETA: 10:26 - loss: 431.5091 - logits_profile_predictions_loss: 418.2567 - logcount_predictions_loss: 0.6024 49/2080 [..............................] - ETA: 10:26 - loss: 431.6737 - logits_profile_predictions_loss: 418.4229 - logcount_predictions_loss: 0.6023 50/2080 [..............................] - ETA: 10:26 - loss: 431.8183 - logits_profile_predictions_loss: 418.5675 - logcount_predictions_loss: 0.6023 51/2080 [..............................] - ETA: 10:25 - loss: 431.9662 - logits_profile_predictions_loss: 418.7153 - logcount_predictions_loss: 0.6023 52/2080 [..............................] - ETA: 10:25 - loss: 432.1094 - logits_profile_predictions_loss: 418.8586 - logcount_predictions_loss: 0.6023 53/2080 [..............................] - ETA: 10:25 - loss: 432.2263 - logits_profile_predictions_loss: 418.9768 - logcount_predictions_loss: 0.6023 54/2080 [..............................] - ETA: 10:25 - loss: 432.3211 - logits_profile_predictions_loss: 419.0724 - logcount_predictions_loss: 0.6022 55/2080 [..............................] - ETA: 10:24 - loss: 432.4272 - logits_profile_predictions_loss: 419.1788 - logcount_predictions_loss: 0.6022 56/2080 [..............................] - ETA: 10:24 - loss: 432.5409 - logits_profile_predictions_loss: 419.2940 - logcount_predictions_loss: 0.6021 57/2080 [..............................] - ETA: 10:24 - loss: 432.6384 - logits_profile_predictions_loss: 419.3939 - logcount_predictions_loss: 0.6020 58/2080 [..............................] - ETA: 10:23 - loss: 432.7287 - logits_profile_predictions_loss: 419.4865 - logcount_predictions_loss: 0.6019 59/2080 [..............................] - ETA: 10:23 - loss: 432.8145 - logits_profile_predictions_loss: 419.5744 - logcount_predictions_loss: 0.6018 60/2080 [..............................] - ETA: 10:23 - loss: 432.9096 - logits_profile_predictions_loss: 419.6712 - logcount_predictions_loss: 0.6017 61/2080 [..............................] - ETA: 10:23 - loss: 432.9887 - logits_profile_predictions_loss: 419.7521 - logcount_predictions_loss: 0.6017 62/2080 [..............................] - ETA: 10:22 - loss: 433.0672 - logits_profile_predictions_loss: 419.8319 - logcount_predictions_loss: 0.6016 63/2080 [..............................] - ETA: 10:22 - loss: 433.1461 - logits_profile_predictions_loss: 419.9125 - logcount_predictions_loss: 0.6015 64/2080 [..............................] - ETA: 10:22 - loss: 433.2401 - logits_profile_predictions_loss: 420.0081 - logcount_predictions_loss: 0.6015 65/2080 [..............................] - ETA: 10:21 - loss: 433.3231 - logits_profile_predictions_loss: 420.0925 - logcount_predictions_loss: 0.6014 66/2080 [..............................] - ETA: 10:21 - loss: 433.4144 - logits_profile_predictions_loss: 420.1838 - logcount_predictions_loss: 0.6014 67/2080 [..............................] - ETA: 10:21 - loss: 433.4936 - logits_profile_predictions_loss: 420.2628 - logcount_predictions_loss: 0.6014 68/2080 [..............................] - ETA: 10:20 - loss: 433.5686 - logits_profile_predictions_loss: 420.3373 - logcount_predictions_loss: 0.6014 69/2080 [..............................] - ETA: 10:20 - loss: 433.6427 - logits_profile_predictions_loss: 420.4112 - logcount_predictions_loss: 0.6014 70/2080 [>.............................] - ETA: 10:20 - loss: 433.7152 - logits_profile_predictions_loss: 420.4843 - logcount_predictions_loss: 0.6014 71/2080 [>.............................] - ETA: 10:20 - loss: 433.7945 - logits_profile_predictions_loss: 420.5640 - logcount_predictions_loss: 0.6014 72/2080 [>.............................] - ETA: 10:19 - loss: 433.8774 - logits_profile_predictions_loss: 420.6479 - logcount_predictions_loss: 0.6013 73/2080 [>.............................] - ETA: 10:19 - loss: 433.9581 - logits_profile_predictions_loss: 420.7300 - logcount_predictions_loss: 0.6013 74/2080 [>.............................] - ETA: 10:19 - loss: 434.0333 - logits_profile_predictions_loss: 420.8064 - logcount_predictions_loss: 0.6012 75/2080 [>.............................] - ETA: 10:18 - loss: 434.1061 - logits_profile_predictions_loss: 420.8806 - logcount_predictions_loss: 0.6012 76/2080 [>.............................] - ETA: 10:18 - loss: 434.1773 - logits_profile_predictions_loss: 420.9531 - logcount_predictions_loss: 0.6011 77/2080 [>.............................] - ETA: 10:18 - loss: 434.2469 - logits_profile_predictions_loss: 421.0237 - logcount_predictions_loss: 0.6011 78/2080 [>.............................] - ETA: 10:17 - loss: 434.3164 - logits_profile_predictions_loss: 421.0940 - logcount_predictions_loss: 0.6010 79/2080 [>.............................] - ETA: 10:17 - loss: 434.3788 - logits_profile_predictions_loss: 421.1573 - logcount_predictions_loss: 0.6010 80/2080 [>.............................] - ETA: 10:17 - loss: 434.4428 - logits_profile_predictions_loss: 421.2219 - logcount_predictions_loss: 0.6009 81/2080 [>.............................] - ETA: 10:17 - loss: 434.5050 - logits_profile_predictions_loss: 421.2842 - logcount_predictions_loss: 0.6009 82/2080 [>.............................] - ETA: 10:16 - loss: 434.5623 - logits_profile_predictions_loss: 421.3416 - logcount_predictions_loss: 0.6009 83/2080 [>.............................] - ETA: 10:16 - loss: 434.6230 - logits_profile_predictions_loss: 421.4019 - logcount_predictions_loss: 0.6010 84/2080 [>.............................] - ETA: 10:16 - loss: 434.6878 - logits_profile_predictions_loss: 421.4665 - logcount_predictions_loss: 0.6010 85/2080 [>.............................] - ETA: 10:15 - loss: 434.7495 - logits_profile_predictions_loss: 421.5282 - logcount_predictions_loss: 0.6010 86/2080 [>.............................] - ETA: 10:15 - loss: 434.8106 - logits_profile_predictions_loss: 421.5897 - logcount_predictions_loss: 0.6010 87/2080 [>.............................] - ETA: 10:15 - loss: 434.8682 - logits_profile_predictions_loss: 421.6478 - logcount_predictions_loss: 0.6009 88/2080 [>.............................] - ETA: 10:14 - loss: 434.9228 - logits_profile_predictions_loss: 421.7032 - logcount_predictions_loss: 0.6009 89/2080 [>.............................] - ETA: 10:14 - loss: 434.9741 - logits_profile_predictions_loss: 421.7556 - logcount_predictions_loss: 0.6008 90/2080 [>.............................] - ETA: 10:14 - loss: 435.0251 - logits_profile_predictions_loss: 421.8085 - logcount_predictions_loss: 0.6008 91/2080 [>.............................] - ETA: 10:14 - loss: 435.0775 - logits_profile_predictions_loss: 421.8630 - logcount_predictions_loss: 0.6007 92/2080 [>.............................] - ETA: 10:13 - loss: 435.1271 - logits_profile_predictions_loss: 421.9150 - logcount_predictions_loss: 0.6006 93/2080 [>.............................] - ETA: 10:13 - loss: 435.1735 - logits_profile_predictions_loss: 421.9642 - logcount_predictions_loss: 0.6004 94/2080 [>.............................] - ETA: 10:13 - loss: 435.2156 - logits_profile_predictions_loss: 422.0091 - logcount_predictions_loss: 0.6003 95/2080 [>.............................] - ETA: 10:12 - loss: 435.2591 - logits_profile_predictions_loss: 422.0553 - logcount_predictions_loss: 0.6002 96/2080 [>.............................] - ETA: 10:12 - loss: 435.3023 - logits_profile_predictions_loss: 422.1008 - logcount_predictions_loss: 0.6001 97/2080 [>.............................] - ETA: 10:12 - loss: 435.3425 - logits_profile_predictions_loss: 422.1439 - logcount_predictions_loss: 0.5999 98/2080 [>.............................] - ETA: 10:11 - loss: 435.3777 - logits_profile_predictions_loss: 422.1821 - logcount_predictions_loss: 0.5998 99/2080 [>.............................] - ETA: 10:11 - loss: 435.4169 - logits_profile_predictions_loss: 422.2239 - logcount_predictions_loss: 0.5997 100/2080 [>.............................] - ETA: 10:11 - loss: 435.4559 - logits_profile_predictions_loss: 422.2655 - logcount_predictions_loss: 0.5996 101/2080 [>.............................] - ETA: 10:11 - loss: 435.4915 - logits_profile_predictions_loss: 422.3040 - logcount_predictions_loss: 0.5994 102/2080 [>.............................] - ETA: 10:10 - loss: 435.5284 - logits_profile_predictions_loss: 422.3437 - logcount_predictions_loss: 0.5993 103/2080 [>.............................] - ETA: 10:10 - loss: 435.5684 - logits_profile_predictions_loss: 422.3863 - logcount_predictions_loss: 0.5992 104/2080 [>.............................] - ETA: 10:10 - loss: 435.6082 - logits_profile_predictions_loss: 422.4254 - logcount_predictions_loss: 0.5992 105/2080 [>.............................] - ETA: 10:09 - loss: 435.6505 - logits_profile_predictions_loss: 422.4664 - logcount_predictions_loss: 0.5993 106/2080 [>.............................] - ETA: 10:09 - loss: 435.6912 - logits_profile_predictions_loss: 422.5055 - logcount_predictions_loss: 0.5994 107/2080 [>.............................] - ETA: 10:09 - loss: 435.7308 - logits_profile_predictions_loss: 422.5436 - logcount_predictions_loss: 0.5994 108/2080 [>.............................] - ETA: 10:08 - loss: 435.7730 - logits_profile_predictions_loss: 422.5839 - logcount_predictions_loss: 0.5995 109/2080 [>.............................] - ETA: 10:08 - loss: 435.8119 - logits_profile_predictions_loss: 422.6207 - logcount_predictions_loss: 0.5996 110/2080 [>.............................] - ETA: 10:08 - loss: 435.8490 - logits_profile_predictions_loss: 422.6557 - logcount_predictions_loss: 0.5997 111/2080 [>.............................] - ETA: 10:08 - loss: 435.8850 - logits_profile_predictions_loss: 422.6897 - logcount_predictions_loss: 0.5998 112/2080 [>.............................] - ETA: 10:07 - loss: 435.9197 - logits_profile_predictions_loss: 422.7224 - logcount_predictions_loss: 0.5999 113/2080 [>.............................] - ETA: 10:07 - loss: 435.9491 - logits_profile_predictions_loss: 422.7502 - logcount_predictions_loss: 0.6000 114/2080 [>.............................] - ETA: 10:07 - loss: 435.9757 - logits_profile_predictions_loss: 422.7752 - logcount_predictions_loss: 0.6000 115/2080 [>.............................] - ETA: 10:06 - loss: 436.0060 - logits_profile_predictions_loss: 422.8037 - logcount_predictions_loss: 0.6001 116/2080 [>.............................] - ETA: 10:06 - loss: 436.0330 - logits_profile_predictions_loss: 422.8290 - logcount_predictions_loss: 0.6002 117/2080 [>.............................] - ETA: 10:06 - loss: 436.0546 - logits_profile_predictions_loss: 422.8490 - logcount_predictions_loss: 0.6003 118/2080 [>.............................] - ETA: 10:05 - loss: 436.0736 - logits_profile_predictions_loss: 422.8667 - logcount_predictions_loss: 0.6003 119/2080 [>.............................] - ETA: 10:05 - loss: 436.0928 - logits_profile_predictions_loss: 422.8849 - logcount_predictions_loss: 0.6004 120/2080 [>.............................] - ETA: 10:05 - loss: 436.1116 - logits_profile_predictions_loss: 422.9031 - logcount_predictions_loss: 0.6004 121/2080 [>.............................] - ETA: 10:05 - loss: 436.1292 - logits_profile_predictions_loss: 422.9203 - logcount_predictions_loss: 0.6004 122/2080 [>.............................] - ETA: 10:04 - loss: 436.1441 - logits_profile_predictions_loss: 422.9352 - logcount_predictions_loss: 0.6004 123/2080 [>.............................] - ETA: 10:04 - loss: 436.1588 - logits_profile_predictions_loss: 422.9500 - logcount_predictions_loss: 0.6004 124/2080 [>.............................] - ETA: 10:04 - loss: 436.1757 - logits_profile_predictions_loss: 422.9670 - logcount_predictions_loss: 0.6004 125/2080 [>.............................] - ETA: 10:03 - loss: 436.1951 - logits_profile_predictions_loss: 422.9866 - logcount_predictions_loss: 0.6004 126/2080 [>.............................] - ETA: 10:03 - loss: 436.2125 - logits_profile_predictions_loss: 423.0038 - logcount_predictions_loss: 0.6004 127/2080 [>.............................] - ETA: 10:03 - loss: 436.2295 - logits_profile_predictions_loss: 423.0205 - logcount_predictions_loss: 0.6004 128/2080 [>.............................] - ETA: 10:02 - loss: 436.2487 - logits_profile_predictions_loss: 423.0391 - logcount_predictions_loss: 0.6004 129/2080 [>.............................] - ETA: 10:02 - loss: 436.2671 - logits_profile_predictions_loss: 423.0571 - logcount_predictions_loss: 0.6005 130/2080 [>.............................] - ETA: 10:02 - loss: 436.2834 - logits_profile_predictions_loss: 423.0729 - logcount_predictions_loss: 0.6005 131/2080 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[===>..........................] - ETA: 8:58 - loss: 434.8938 - logits_profile_predictions_loss: 421.6615 - logcount_predictions_loss: 0.6015 340/2080 [===>..........................] - ETA: 8:58 - loss: 434.8907 - logits_profile_predictions_loss: 421.6586 - logcount_predictions_loss: 0.6015 341/2080 [===>..........................] - ETA: 8:57 - loss: 434.8872 - logits_profile_predictions_loss: 421.6553 - logcount_predictions_loss: 0.6014 342/2080 [===>..........................] - ETA: 8:57 - loss: 434.8836 - logits_profile_predictions_loss: 421.6519 - logcount_predictions_loss: 0.6014 343/2080 [===>..........................] - ETA: 8:57 - loss: 434.8802 - logits_profile_predictions_loss: 421.6487 - logcount_predictions_loss: 0.6014 344/2080 [===>..........................] - ETA: 8:56 - loss: 434.8769 - logits_profile_predictions_loss: 421.6456 - logcount_predictions_loss: 0.6014 345/2080 [===>..........................] - ETA: 8:56 - loss: 434.8736 - 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[====>.........................] - ETA: 8:50 - loss: 434.8129 - logits_profile_predictions_loss: 421.5849 - logcount_predictions_loss: 0.6013 366/2080 [====>.........................] - ETA: 8:50 - loss: 434.8106 - logits_profile_predictions_loss: 421.5827 - logcount_predictions_loss: 0.6013 367/2080 [====>.........................] - ETA: 8:49 - loss: 434.8080 - logits_profile_predictions_loss: 421.5803 - logcount_predictions_loss: 0.6013 368/2080 [====>.........................] - ETA: 8:49 - loss: 434.8058 - logits_profile_predictions_loss: 421.5782 - logcount_predictions_loss: 0.6013 369/2080 [====>.........................] - ETA: 8:49 - loss: 434.8035 - logits_profile_predictions_loss: 421.5760 - logcount_predictions_loss: 0.6012 370/2080 [====>.........................] - ETA: 8:48 - loss: 434.8009 - logits_profile_predictions_loss: 421.5736 - logcount_predictions_loss: 0.6012 371/2080 [====>.........................] - ETA: 8:48 - loss: 434.7984 - 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[====>.........................] - ETA: 8:46 - loss: 434.7784 - logits_profile_predictions_loss: 421.5527 - logcount_predictions_loss: 0.6012 379/2080 [====>.........................] - ETA: 8:46 - loss: 434.7752 - logits_profile_predictions_loss: 421.5497 - logcount_predictions_loss: 0.6012 380/2080 [====>.........................] - ETA: 8:45 - loss: 434.7722 - logits_profile_predictions_loss: 421.5469 - logcount_predictions_loss: 0.6011 381/2080 [====>.........................] - ETA: 8:45 - loss: 434.7690 - logits_profile_predictions_loss: 421.5439 - logcount_predictions_loss: 0.6011 382/2080 [====>.........................] - ETA: 8:45 - loss: 434.7655 - logits_profile_predictions_loss: 421.5406 - logcount_predictions_loss: 0.6011 383/2080 [====>.........................] - ETA: 8:44 - loss: 434.7618 - logits_profile_predictions_loss: 421.5372 - logcount_predictions_loss: 0.6011 384/2080 [====>.........................] - ETA: 8:44 - loss: 434.7582 - 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[====>.........................] - ETA: 8:42 - loss: 434.7343 - logits_profile_predictions_loss: 421.5117 - logcount_predictions_loss: 0.6010 392/2080 [====>.........................] - ETA: 8:42 - loss: 434.7307 - logits_profile_predictions_loss: 421.5084 - logcount_predictions_loss: 0.6010 393/2080 [====>.........................] - ETA: 8:41 - loss: 434.7272 - logits_profile_predictions_loss: 421.5052 - logcount_predictions_loss: 0.6010 394/2080 [====>.........................] - ETA: 8:41 - loss: 434.7235 - logits_profile_predictions_loss: 421.5019 - logcount_predictions_loss: 0.6010 395/2080 [====>.........................] - ETA: 8:41 - loss: 434.7201 - logits_profile_predictions_loss: 421.4987 - logcount_predictions_loss: 0.6010 396/2080 [====>.........................] - ETA: 8:40 - loss: 434.7170 - logits_profile_predictions_loss: 421.4959 - logcount_predictions_loss: 0.6010 397/2080 [====>.........................] - ETA: 8:40 - loss: 434.7139 - 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[============================>.] - ETA: 1s - loss: 433.4134 - logits_profile_predictions_loss: 420.4118 - logcount_predictions_loss: 0.5910 2076/2080 [============================>.] - ETA: 1s - loss: 433.4130 - logits_profile_predictions_loss: 420.4116 - logcount_predictions_loss: 0.5910 2077/2080 [============================>.] - ETA: 0s - loss: 433.4127 - logits_profile_predictions_loss: 420.4114 - logcount_predictions_loss: 0.5910 2078/2080 [============================>.] - ETA: 0s - loss: 433.4124 - logits_profile_predictions_loss: 420.4111 - logcount_predictions_loss: 0.5910 2079/2080 [============================>.] - ETA: 0s - loss: 433.4120 - logits_profile_predictions_loss: 420.4109 - logcount_predictions_loss: 0.5910 2080/2080 [==============================] - ETA: 0s - loss: 433.4117 - logits_profile_predictions_loss: 420.4107 - logcount_predictions_loss: 0.5910 2080/2080 [==============================] - 679s 326ms/step - loss: 433.4114 - logits_profile_predictions_loss: 420.4105 - logcount_predictions_loss: 0.5910 - val_loss: 494.7049 - val_logits_profile_predictions_loss: 479.7643 - val_logcount_predictions_loss: 0.6791 Epoch 00005: val_loss improved from 498.03357 to 494.70493, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR040DJK//chrombpnet_model_feb15_fold_1/chrombpnet.h5 Epoch 6/50 1/2080 [..............................] - ETA: 10:54 - loss: 406.5663 - logits_profile_predictions_loss: 395.0595 - logcount_predictions_loss: 0.5230 2/2080 [..............................] - ETA: 10:36 - loss: 417.0606 - logits_profile_predictions_loss: 405.4474 - logcount_predictions_loss: 0.5279 3/2080 [..............................] - ETA: 10:36 - loss: 422.5094 - logits_profile_predictions_loss: 411.0527 - logcount_predictions_loss: 0.5208 4/2080 [..............................] - ETA: 10:38 - loss: 431.0251 - logits_profile_predictions_loss: 419.5858 - logcount_predictions_loss: 0.5200 5/2080 [..............................] - ETA: 10:37 - loss: 435.3362 - logits_profile_predictions_loss: 423.8127 - logcount_predictions_loss: 0.5238 6/2080 [..............................] - ETA: 10:37 - loss: 438.4206 - logits_profile_predictions_loss: 426.7890 - logcount_predictions_loss: 0.5287 7/2080 [..............................] - ETA: 10:37 - loss: 440.6158 - logits_profile_predictions_loss: 428.9623 - logcount_predictions_loss: 0.5297 8/2080 [..............................] - ETA: 10:36 - loss: 442.4675 - logits_profile_predictions_loss: 430.8270 - logcount_predictions_loss: 0.5291 9/2080 [..............................] - ETA: 10:36 - loss: 442.9278 - logits_profile_predictions_loss: 431.2566 - logcount_predictions_loss: 0.5305 10/2080 [..............................] - ETA: 10:36 - loss: 443.2631 - logits_profile_predictions_loss: 431.5675 - logcount_predictions_loss: 0.5316 11/2080 [..............................] - ETA: 10:36 - loss: 443.0490 - logits_profile_predictions_loss: 431.3297 - logcount_predictions_loss: 0.5327 12/2080 [..............................] - ETA: 10:35 - loss: 442.7420 - logits_profile_predictions_loss: 431.0290 - logcount_predictions_loss: 0.5324 13/2080 [..............................] - ETA: 10:35 - loss: 442.6548 - logits_profile_predictions_loss: 430.9556 - logcount_predictions_loss: 0.5318 14/2080 [..............................] - ETA: 10:35 - loss: 442.4516 - logits_profile_predictions_loss: 430.7816 - logcount_predictions_loss: 0.5305 15/2080 [..............................] - ETA: 10:34 - loss: 442.1469 - logits_profile_predictions_loss: 430.4947 - logcount_predictions_loss: 0.5296 16/2080 [..............................] - ETA: 10:34 - loss: 441.8229 - logits_profile_predictions_loss: 430.1967 - logcount_predictions_loss: 0.5285 17/2080 [..............................] - ETA: 10:34 - loss: 441.6106 - logits_profile_predictions_loss: 430.0076 - logcount_predictions_loss: 0.5274 18/2080 [..............................] - ETA: 10:34 - loss: 441.3325 - logits_profile_predictions_loss: 429.7510 - logcount_predictions_loss: 0.5264 19/2080 [..............................] - ETA: 10:33 - loss: 441.0894 - logits_profile_predictions_loss: 429.5134 - logcount_predictions_loss: 0.5262 20/2080 [..............................] - ETA: 10:33 - loss: 440.8151 - logits_profile_predictions_loss: 429.2404 - logcount_predictions_loss: 0.5261 21/2080 [..............................] - ETA: 10:33 - loss: 440.4774 - logits_profile_predictions_loss: 428.9044 - logcount_predictions_loss: 0.5260 22/2080 [..............................] - ETA: 10:32 - loss: 440.2060 - logits_profile_predictions_loss: 428.6298 - logcount_predictions_loss: 0.5262 23/2080 [..............................] - ETA: 10:32 - loss: 439.9022 - logits_profile_predictions_loss: 428.3225 - logcount_predictions_loss: 0.5263 24/2080 [..............................] - ETA: 10:32 - loss: 439.6304 - logits_profile_predictions_loss: 428.0520 - logcount_predictions_loss: 0.5263 25/2080 [..............................] - ETA: 10:32 - loss: 439.3185 - logits_profile_predictions_loss: 427.7397 - logcount_predictions_loss: 0.5263 26/2080 [..............................] - ETA: 10:32 - loss: 438.9472 - logits_profile_predictions_loss: 427.3720 - logcount_predictions_loss: 0.5261 27/2080 [..............................] - ETA: 10:31 - loss: 438.6233 - logits_profile_predictions_loss: 427.0522 - logcount_predictions_loss: 0.5260 28/2080 [..............................] - ETA: 10:31 - loss: 438.3027 - logits_profile_predictions_loss: 426.7261 - logcount_predictions_loss: 0.5262 29/2080 [..............................] - ETA: 10:31 - loss: 437.9728 - logits_profile_predictions_loss: 426.3930 - logcount_predictions_loss: 0.5264 30/2080 [..............................] - ETA: 10:30 - loss: 437.6156 - logits_profile_predictions_loss: 426.0327 - logcount_predictions_loss: 0.5265 31/2080 [..............................] - ETA: 10:30 - loss: 437.3253 - logits_profile_predictions_loss: 425.7378 - logcount_predictions_loss: 0.5267 32/2080 [..............................] - ETA: 10:30 - loss: 437.0774 - logits_profile_predictions_loss: 425.4837 - logcount_predictions_loss: 0.5270 33/2080 [..............................] - ETA: 10:30 - loss: 436.8375 - logits_profile_predictions_loss: 425.2393 - logcount_predictions_loss: 0.5272 34/2080 [..............................] - ETA: 10:29 - loss: 436.5988 - logits_profile_predictions_loss: 424.9975 - logcount_predictions_loss: 0.5273 35/2080 [..............................] - ETA: 10:29 - loss: 436.3544 - logits_profile_predictions_loss: 424.7518 - logcount_predictions_loss: 0.5274 36/2080 [..............................] - ETA: 10:29 - loss: 436.1072 - logits_profile_predictions_loss: 424.5056 - logcount_predictions_loss: 0.5273 37/2080 [..............................] - ETA: 10:29 - loss: 435.8650 - logits_profile_predictions_loss: 424.2645 - logcount_predictions_loss: 0.5273 38/2080 [..............................] - ETA: 10:28 - loss: 435.6522 - logits_profile_predictions_loss: 424.0473 - logcount_predictions_loss: 0.5275 39/2080 [..............................] - ETA: 10:28 - loss: 435.4402 - logits_profile_predictions_loss: 423.8288 - logcount_predictions_loss: 0.5278 40/2080 [..............................] - ETA: 10:28 - loss: 435.2315 - logits_profile_predictions_loss: 423.6144 - logcount_predictions_loss: 0.5280 41/2080 [..............................] - ETA: 10:27 - loss: 435.0558 - logits_profile_predictions_loss: 423.4318 - logcount_predictions_loss: 0.5284 42/2080 [..............................] - ETA: 10:27 - loss: 434.8995 - logits_profile_predictions_loss: 423.2684 - logcount_predictions_loss: 0.5287 43/2080 [..............................] - ETA: 10:27 - loss: 434.7411 - logits_profile_predictions_loss: 423.1033 - logcount_predictions_loss: 0.5290 44/2080 [..............................] - ETA: 10:27 - loss: 434.5890 - logits_profile_predictions_loss: 422.9449 - logcount_predictions_loss: 0.5293 45/2080 [..............................] - ETA: 10:26 - loss: 434.4294 - logits_profile_predictions_loss: 422.7797 - logcount_predictions_loss: 0.5295 46/2080 [..............................] - ETA: 10:26 - loss: 434.2803 - logits_profile_predictions_loss: 422.6252 - logcount_predictions_loss: 0.5298 47/2080 [..............................] - ETA: 10:26 - loss: 434.1262 - logits_profile_predictions_loss: 422.4669 - logcount_predictions_loss: 0.5300 48/2080 [..............................] - ETA: 10:26 - loss: 433.9814 - logits_profile_predictions_loss: 422.3194 - logcount_predictions_loss: 0.5301 49/2080 [..............................] - ETA: 10:25 - loss: 433.8498 - logits_profile_predictions_loss: 422.1855 - logcount_predictions_loss: 0.5302 50/2080 [..............................] - ETA: 10:25 - loss: 433.7267 - logits_profile_predictions_loss: 422.0609 - logcount_predictions_loss: 0.5303 51/2080 [..............................] - ETA: 10:25 - loss: 433.6104 - logits_profile_predictions_loss: 421.9437 - logcount_predictions_loss: 0.5303 52/2080 [..............................] - ETA: 10:24 - loss: 433.5177 - logits_profile_predictions_loss: 421.8487 - logcount_predictions_loss: 0.5304 53/2080 [..............................] - ETA: 10:24 - loss: 433.4211 - logits_profile_predictions_loss: 421.7505 - logcount_predictions_loss: 0.5305 54/2080 [..............................] - ETA: 10:24 - loss: 433.3274 - logits_profile_predictions_loss: 421.6541 - logcount_predictions_loss: 0.5306 55/2080 [..............................] - ETA: 10:24 - loss: 433.2529 - logits_profile_predictions_loss: 421.5759 - logcount_predictions_loss: 0.5308 56/2080 [..............................] - ETA: 10:23 - loss: 433.1674 - logits_profile_predictions_loss: 421.4874 - logcount_predictions_loss: 0.5309 57/2080 [..............................] - ETA: 10:23 - loss: 433.0644 - logits_profile_predictions_loss: 421.3804 - logcount_predictions_loss: 0.5311 58/2080 [..............................] - ETA: 10:23 - loss: 432.9651 - logits_profile_predictions_loss: 421.2766 - logcount_predictions_loss: 0.5313 59/2080 [..............................] - ETA: 10:22 - loss: 432.8822 - logits_profile_predictions_loss: 421.1890 - logcount_predictions_loss: 0.5315 60/2080 [..............................] - ETA: 10:22 - loss: 432.8114 - logits_profile_predictions_loss: 421.1132 - logcount_predictions_loss: 0.5317 61/2080 [..............................] - ETA: 10:22 - loss: 432.7271 - logits_profile_predictions_loss: 421.0237 - logcount_predictions_loss: 0.5320 62/2080 [..............................] - ETA: 10:21 - loss: 432.6513 - logits_profile_predictions_loss: 420.9440 - logcount_predictions_loss: 0.5321 63/2080 [..............................] - ETA: 10:21 - loss: 432.5755 - logits_profile_predictions_loss: 420.8639 - logcount_predictions_loss: 0.5323 64/2080 [..............................] - ETA: 10:21 - loss: 432.4942 - logits_profile_predictions_loss: 420.7783 - logcount_predictions_loss: 0.5325 65/2080 [..............................] - ETA: 10:21 - loss: 432.4132 - logits_profile_predictions_loss: 420.6931 - logcount_predictions_loss: 0.5327 66/2080 [..............................] - ETA: 10:20 - loss: 432.3439 - logits_profile_predictions_loss: 420.6196 - logcount_predictions_loss: 0.5329 67/2080 [..............................] - ETA: 10:20 - loss: 432.2660 - logits_profile_predictions_loss: 420.5380 - logcount_predictions_loss: 0.5331 68/2080 [..............................] - ETA: 10:20 - loss: 432.1852 - logits_profile_predictions_loss: 420.4533 - logcount_predictions_loss: 0.5333 69/2080 [..............................] - ETA: 10:19 - loss: 432.1040 - logits_profile_predictions_loss: 420.3684 - logcount_predictions_loss: 0.5334 70/2080 [>.............................] - ETA: 10:19 - loss: 432.0169 - 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[>.............................] - ETA: 10:17 - loss: 431.5034 - logits_profile_predictions_loss: 419.7493 - logcount_predictions_loss: 0.5343 78/2080 [>.............................] - ETA: 10:17 - loss: 431.4395 - logits_profile_predictions_loss: 419.6838 - logcount_predictions_loss: 0.5343 79/2080 [>.............................] - ETA: 10:16 - loss: 431.3813 - logits_profile_predictions_loss: 419.6235 - logcount_predictions_loss: 0.5344 80/2080 [>.............................] - ETA: 10:16 - loss: 431.3329 - logits_profile_predictions_loss: 419.5728 - logcount_predictions_loss: 0.5345 81/2080 [>.............................] - ETA: 10:16 - loss: 431.2847 - logits_profile_predictions_loss: 419.5226 - logcount_predictions_loss: 0.5346 82/2080 [>.............................] - ETA: 10:16 - loss: 431.2326 - logits_profile_predictions_loss: 419.4674 - logcount_predictions_loss: 0.5348 83/2080 [>.............................] - ETA: 10:15 - loss: 431.1793 - logits_profile_predictions_loss: 419.4111 - logcount_predictions_loss: 0.5349 84/2080 [>.............................] - ETA: 10:15 - loss: 431.1312 - logits_profile_predictions_loss: 419.3591 - logcount_predictions_loss: 0.5351 85/2080 [>.............................] - ETA: 10:15 - loss: 431.0897 - logits_profile_predictions_loss: 419.3130 - logcount_predictions_loss: 0.5353 86/2080 [>.............................] - ETA: 10:14 - loss: 431.0464 - logits_profile_predictions_loss: 419.2655 - logcount_predictions_loss: 0.5355 87/2080 [>.............................] - ETA: 10:14 - loss: 431.0023 - logits_profile_predictions_loss: 419.2175 - logcount_predictions_loss: 0.5357 88/2080 [>.............................] - ETA: 10:14 - loss: 430.9652 - logits_profile_predictions_loss: 419.1768 - logcount_predictions_loss: 0.5358 89/2080 [>.............................] - ETA: 10:14 - loss: 430.9285 - logits_profile_predictions_loss: 419.1361 - logcount_predictions_loss: 0.5360 90/2080 [>.............................] - ETA: 10:13 - loss: 430.8934 - logits_profile_predictions_loss: 419.0975 - logcount_predictions_loss: 0.5362 91/2080 [>.............................] - ETA: 10:13 - loss: 430.8626 - logits_profile_predictions_loss: 419.0633 - logcount_predictions_loss: 0.5363 92/2080 [>.............................] - ETA: 10:13 - loss: 430.8342 - logits_profile_predictions_loss: 419.0323 - logcount_predictions_loss: 0.5365 93/2080 [>.............................] - ETA: 10:12 - loss: 430.8011 - logits_profile_predictions_loss: 418.9969 - logcount_predictions_loss: 0.5366 94/2080 [>.............................] - ETA: 10:12 - loss: 430.7694 - logits_profile_predictions_loss: 418.9630 - logcount_predictions_loss: 0.5367 95/2080 [>.............................] - ETA: 10:12 - loss: 430.7324 - logits_profile_predictions_loss: 418.9240 - logcount_predictions_loss: 0.5367 96/2080 [>.............................] - ETA: 10:11 - loss: 430.6901 - logits_profile_predictions_loss: 418.8797 - logcount_predictions_loss: 0.5368 97/2080 [>.............................] - ETA: 10:11 - loss: 430.6512 - logits_profile_predictions_loss: 418.8386 - logcount_predictions_loss: 0.5369 98/2080 [>.............................] - ETA: 10:11 - loss: 430.6081 - logits_profile_predictions_loss: 418.7932 - logcount_predictions_loss: 0.5370 99/2080 [>.............................] - ETA: 10:11 - loss: 430.5606 - logits_profile_predictions_loss: 418.7435 - logcount_predictions_loss: 0.5371 100/2080 [>.............................] - ETA: 10:10 - loss: 430.5141 - logits_profile_predictions_loss: 418.6951 - logcount_predictions_loss: 0.5372 101/2080 [>.............................] - ETA: 10:10 - loss: 430.4670 - logits_profile_predictions_loss: 418.6460 - logcount_predictions_loss: 0.5373 102/2080 [>.............................] - ETA: 10:10 - loss: 430.4231 - logits_profile_predictions_loss: 418.6003 - logcount_predictions_loss: 0.5374 103/2080 [>.............................] - ETA: 10:09 - loss: 430.3769 - logits_profile_predictions_loss: 418.5525 - logcount_predictions_loss: 0.5375 104/2080 [>.............................] - ETA: 10:09 - loss: 430.3334 - logits_profile_predictions_loss: 418.5074 - logcount_predictions_loss: 0.5375 105/2080 [>.............................] - ETA: 10:09 - loss: 430.2932 - logits_profile_predictions_loss: 418.4658 - logcount_predictions_loss: 0.5376 106/2080 [>.............................] - ETA: 10:08 - loss: 430.2510 - logits_profile_predictions_loss: 418.4225 - logcount_predictions_loss: 0.5377 107/2080 [>.............................] - ETA: 10:08 - loss: 430.2104 - logits_profile_predictions_loss: 418.3809 - logcount_predictions_loss: 0.5377 108/2080 [>.............................] - ETA: 10:08 - loss: 430.1701 - logits_profile_predictions_loss: 418.3398 - logcount_predictions_loss: 0.5377 109/2080 [>.............................] - ETA: 10:08 - loss: 430.1335 - 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[>.............................] - ETA: 10:05 - loss: 429.9085 - logits_profile_predictions_loss: 418.0708 - logcount_predictions_loss: 0.5381 117/2080 [>.............................] - ETA: 10:05 - loss: 429.8790 - logits_profile_predictions_loss: 418.0404 - logcount_predictions_loss: 0.5381 118/2080 [>.............................] - ETA: 10:05 - loss: 429.8466 - logits_profile_predictions_loss: 418.0073 - logcount_predictions_loss: 0.5381 119/2080 [>.............................] - ETA: 10:05 - loss: 429.8149 - logits_profile_predictions_loss: 417.9751 - logcount_predictions_loss: 0.5382 120/2080 [>.............................] - ETA: 10:04 - loss: 429.7820 - logits_profile_predictions_loss: 417.9419 - logcount_predictions_loss: 0.5382 121/2080 [>.............................] - ETA: 10:04 - loss: 429.7460 - logits_profile_predictions_loss: 417.9055 - logcount_predictions_loss: 0.5382 122/2080 [>.............................] - ETA: 10:04 - loss: 429.7125 - logits_profile_predictions_loss: 417.8717 - logcount_predictions_loss: 0.5382 123/2080 [>.............................] - ETA: 10:03 - loss: 429.6781 - logits_profile_predictions_loss: 417.8370 - logcount_predictions_loss: 0.5382 124/2080 [>.............................] - ETA: 10:03 - loss: 429.6473 - logits_profile_predictions_loss: 417.8057 - logcount_predictions_loss: 0.5383 125/2080 [>.............................] - ETA: 10:03 - loss: 429.6170 - logits_profile_predictions_loss: 417.7751 - logcount_predictions_loss: 0.5383 126/2080 [>.............................] - ETA: 10:02 - loss: 429.5845 - logits_profile_predictions_loss: 417.7423 - logcount_predictions_loss: 0.5383 127/2080 [>.............................] - ETA: 10:02 - loss: 429.5499 - logits_profile_predictions_loss: 417.7075 - logcount_predictions_loss: 0.5383 128/2080 [>.............................] - ETA: 10:02 - loss: 429.5176 - logits_profile_predictions_loss: 417.6751 - logcount_predictions_loss: 0.5383 129/2080 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2073/2080 [============================>.] - ETA: 2s - loss: 428.7072 - logits_profile_predictions_loss: 416.6383 - logcount_predictions_loss: 0.5486 2074/2080 [============================>.] - ETA: 1s - loss: 428.7075 - logits_profile_predictions_loss: 416.6386 - logcount_predictions_loss: 0.5486 2075/2080 [============================>.] - ETA: 1s - loss: 428.7077 - logits_profile_predictions_loss: 416.6389 - logcount_predictions_loss: 0.5486 2076/2080 [============================>.] - ETA: 1s - loss: 428.7080 - logits_profile_predictions_loss: 416.6392 - logcount_predictions_loss: 0.5486 2077/2080 [============================>.] - ETA: 0s - loss: 428.7083 - logits_profile_predictions_loss: 416.6395 - logcount_predictions_loss: 0.5486 2078/2080 [============================>.] - ETA: 0s - loss: 428.7086 - logits_profile_predictions_loss: 416.6398 - logcount_predictions_loss: 0.5486 2079/2080 [============================>.] - ETA: 0s - loss: 428.7089 - logits_profile_predictions_loss: 416.6401 - logcount_predictions_loss: 0.5486 2080/2080 [==============================] - ETA: 0s - loss: 428.7091 - logits_profile_predictions_loss: 416.6403 - logcount_predictions_loss: 0.5486 2080/2080 [==============================] - 679s 327ms/step - loss: 428.7094 - logits_profile_predictions_loss: 416.6406 - logcount_predictions_loss: 0.5486 - val_loss: 493.9694 - val_logits_profile_predictions_loss: 479.7979 - val_logcount_predictions_loss: 0.6442 Epoch 00006: val_loss improved from 494.70493 to 493.96939, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR040DJK//chrombpnet_model_feb15_fold_1/chrombpnet.h5 Epoch 7/50 1/2080 [..............................] - ETA: 10:58 - loss: 408.6822 - logits_profile_predictions_loss: 398.5293 - logcount_predictions_loss: 0.4615 2/2080 [..............................] - ETA: 10:37 - loss: 401.0220 - logits_profile_predictions_loss: 391.1356 - logcount_predictions_loss: 0.4494 3/2080 [..............................] - ETA: 10:37 - loss: 407.8330 - logits_profile_predictions_loss: 397.1322 - logcount_predictions_loss: 0.4864 4/2080 [..............................] - ETA: 10:38 - loss: 410.3366 - logits_profile_predictions_loss: 399.5585 - logcount_predictions_loss: 0.4899 5/2080 [..............................] - ETA: 10:38 - loss: 410.5784 - logits_profile_predictions_loss: 399.5764 - logcount_predictions_loss: 0.5001 6/2080 [..............................] - ETA: 10:37 - loss: 411.2197 - logits_profile_predictions_loss: 400.0880 - logcount_predictions_loss: 0.5060 7/2080 [..............................] - ETA: 10:37 - loss: 411.4667 - logits_profile_predictions_loss: 400.2954 - logcount_predictions_loss: 0.5078 8/2080 [..............................] - ETA: 10:37 - loss: 412.4087 - logits_profile_predictions_loss: 401.1788 - logcount_predictions_loss: 0.5105 9/2080 [..............................] - ETA: 10:36 - loss: 413.7762 - logits_profile_predictions_loss: 402.4588 - logcount_predictions_loss: 0.5144 10/2080 [..............................] - ETA: 10:36 - loss: 415.1088 - logits_profile_predictions_loss: 403.7301 - logcount_predictions_loss: 0.5172 11/2080 [..............................] - ETA: 10:36 - loss: 416.1287 - logits_profile_predictions_loss: 404.6962 - logcount_predictions_loss: 0.5197 12/2080 [..............................] - ETA: 10:36 - loss: 417.3016 - logits_profile_predictions_loss: 405.8139 - logcount_predictions_loss: 0.5222 13/2080 [..............................] - ETA: 10:35 - loss: 418.5568 - logits_profile_predictions_loss: 407.0030 - logcount_predictions_loss: 0.5252 14/2080 [..............................] - ETA: 10:35 - loss: 419.7023 - logits_profile_predictions_loss: 408.1060 - logcount_predictions_loss: 0.5271 15/2080 [..............................] - ETA: 10:35 - loss: 420.7538 - logits_profile_predictions_loss: 409.1316 - logcount_predictions_loss: 0.5283 16/2080 [..............................] - ETA: 10:35 - loss: 421.5116 - logits_profile_predictions_loss: 409.8835 - logcount_predictions_loss: 0.5285 17/2080 [..............................] - ETA: 10:34 - loss: 422.2974 - logits_profile_predictions_loss: 410.6597 - logcount_predictions_loss: 0.5290 18/2080 [..............................] - ETA: 10:34 - loss: 422.8961 - logits_profile_predictions_loss: 411.2435 - logcount_predictions_loss: 0.5297 19/2080 [..............................] - ETA: 10:34 - loss: 423.3543 - logits_profile_predictions_loss: 411.6947 - logcount_predictions_loss: 0.5300 20/2080 [..............................] - ETA: 10:33 - loss: 423.7361 - logits_profile_predictions_loss: 412.0630 - logcount_predictions_loss: 0.5306 21/2080 [..............................] - ETA: 10:33 - loss: 424.0869 - logits_profile_predictions_loss: 412.3964 - logcount_predictions_loss: 0.5314 22/2080 [..............................] - ETA: 10:33 - loss: 424.4476 - logits_profile_predictions_loss: 412.7455 - logcount_predictions_loss: 0.5319 23/2080 [..............................] - ETA: 10:32 - loss: 424.7014 - logits_profile_predictions_loss: 412.9910 - logcount_predictions_loss: 0.5323 24/2080 [..............................] - ETA: 10:32 - loss: 424.8785 - logits_profile_predictions_loss: 413.1625 - logcount_predictions_loss: 0.5325 25/2080 [..............................] - ETA: 10:32 - loss: 424.9838 - logits_profile_predictions_loss: 413.2659 - logcount_predictions_loss: 0.5326 26/2080 [..............................] - ETA: 10:32 - loss: 425.0234 - logits_profile_predictions_loss: 413.3053 - logcount_predictions_loss: 0.5326 27/2080 [..............................] - ETA: 10:31 - loss: 425.0665 - logits_profile_predictions_loss: 413.3502 - logcount_predictions_loss: 0.5326 28/2080 [..............................] - ETA: 10:31 - loss: 425.1329 - logits_profile_predictions_loss: 413.4164 - logcount_predictions_loss: 0.5326 29/2080 [..............................] - ETA: 10:31 - loss: 425.1627 - logits_profile_predictions_loss: 413.4455 - logcount_predictions_loss: 0.5326 30/2080 [..............................] - ETA: 10:30 - loss: 425.1946 - logits_profile_predictions_loss: 413.4799 - logcount_predictions_loss: 0.5325 31/2080 [..............................] - ETA: 10:30 - loss: 425.2264 - logits_profile_predictions_loss: 413.5151 - logcount_predictions_loss: 0.5323 32/2080 [..............................] - ETA: 10:30 - loss: 425.2235 - logits_profile_predictions_loss: 413.5175 - logcount_predictions_loss: 0.5321 33/2080 [..............................] - ETA: 10:30 - loss: 425.2173 - logits_profile_predictions_loss: 413.5127 - logcount_predictions_loss: 0.5320 34/2080 [..............................] - ETA: 10:29 - loss: 425.1817 - logits_profile_predictions_loss: 413.4788 - logcount_predictions_loss: 0.5320 35/2080 [..............................] - ETA: 10:29 - loss: 425.2415 - logits_profile_predictions_loss: 413.5395 - logcount_predictions_loss: 0.5319 36/2080 [..............................] - ETA: 10:29 - loss: 425.2962 - logits_profile_predictions_loss: 413.5944 - logcount_predictions_loss: 0.5319 37/2080 [..............................] - ETA: 10:28 - loss: 425.3676 - logits_profile_predictions_loss: 413.6687 - logcount_predictions_loss: 0.5318 38/2080 [..............................] - ETA: 10:28 - loss: 425.4278 - logits_profile_predictions_loss: 413.7332 - logcount_predictions_loss: 0.5316 39/2080 [..............................] - ETA: 10:28 - loss: 425.4845 - logits_profile_predictions_loss: 413.7949 - logcount_predictions_loss: 0.5313 40/2080 [..............................] - ETA: 10:28 - loss: 425.5417 - logits_profile_predictions_loss: 413.8570 - logcount_predictions_loss: 0.5311 41/2080 [..............................] - ETA: 10:27 - loss: 425.5770 - logits_profile_predictions_loss: 413.8967 - logcount_predictions_loss: 0.5309 42/2080 [..............................] - ETA: 10:27 - loss: 425.5990 - logits_profile_predictions_loss: 413.9240 - logcount_predictions_loss: 0.5307 43/2080 [..............................] - ETA: 10:27 - loss: 425.6170 - logits_profile_predictions_loss: 413.9449 - logcount_predictions_loss: 0.5306 44/2080 [..............................] - ETA: 10:27 - loss: 425.6348 - logits_profile_predictions_loss: 413.9674 - logcount_predictions_loss: 0.5303 45/2080 [..............................] - ETA: 10:26 - loss: 425.6690 - logits_profile_predictions_loss: 414.0073 - logcount_predictions_loss: 0.5301 46/2080 [..............................] - ETA: 10:26 - loss: 425.6941 - logits_profile_predictions_loss: 414.0371 - logcount_predictions_loss: 0.5299 47/2080 [..............................] - ETA: 10:26 - loss: 425.7260 - logits_profile_predictions_loss: 414.0748 - logcount_predictions_loss: 0.5296 48/2080 [..............................] - ETA: 10:26 - loss: 425.7538 - logits_profile_predictions_loss: 414.1091 - logcount_predictions_loss: 0.5293 49/2080 [..............................] - ETA: 10:25 - loss: 425.7628 - logits_profile_predictions_loss: 414.1253 - logcount_predictions_loss: 0.5290 50/2080 [..............................] - ETA: 10:25 - loss: 425.7807 - logits_profile_predictions_loss: 414.1497 - logcount_predictions_loss: 0.5287 51/2080 [..............................] - ETA: 10:25 - loss: 425.8268 - logits_profile_predictions_loss: 414.2014 - logcount_predictions_loss: 0.5284 52/2080 [..............................] - ETA: 10:24 - loss: 425.8677 - logits_profile_predictions_loss: 414.2469 - logcount_predictions_loss: 0.5282 53/2080 [..............................] - ETA: 10:24 - loss: 425.9184 - logits_profile_predictions_loss: 414.3010 - logcount_predictions_loss: 0.5281 54/2080 [..............................] - ETA: 10:24 - loss: 425.9556 - logits_profile_predictions_loss: 414.3419 - logcount_predictions_loss: 0.5279 55/2080 [..............................] - ETA: 10:24 - loss: 425.9909 - logits_profile_predictions_loss: 414.3815 - logcount_predictions_loss: 0.5277 56/2080 [..............................] - ETA: 10:23 - loss: 426.0323 - logits_profile_predictions_loss: 414.4266 - logcount_predictions_loss: 0.5275 57/2080 [..............................] - ETA: 10:23 - loss: 426.0604 - logits_profile_predictions_loss: 414.4587 - logcount_predictions_loss: 0.5274 58/2080 [..............................] - ETA: 10:23 - loss: 426.0951 - logits_profile_predictions_loss: 414.4973 - logcount_predictions_loss: 0.5272 59/2080 [..............................] - ETA: 10:22 - loss: 426.1329 - logits_profile_predictions_loss: 414.5395 - logcount_predictions_loss: 0.5270 60/2080 [..............................] - ETA: 10:22 - loss: 426.1721 - logits_profile_predictions_loss: 414.5822 - logcount_predictions_loss: 0.5268 61/2080 [..............................] - ETA: 10:22 - loss: 426.2171 - logits_profile_predictions_loss: 414.6293 - logcount_predictions_loss: 0.5267 62/2080 [..............................] - ETA: 10:21 - loss: 426.2591 - logits_profile_predictions_loss: 414.6738 - logcount_predictions_loss: 0.5266 63/2080 [..............................] - ETA: 10:21 - loss: 426.2978 - logits_profile_predictions_loss: 414.7145 - logcount_predictions_loss: 0.5265 64/2080 [..............................] - ETA: 10:21 - loss: 426.3330 - logits_profile_predictions_loss: 414.7518 - logcount_predictions_loss: 0.5264 65/2080 [..............................] - ETA: 10:21 - loss: 426.3660 - logits_profile_predictions_loss: 414.7862 - logcount_predictions_loss: 0.5264 66/2080 [..............................] - ETA: 10:20 - loss: 426.3969 - logits_profile_predictions_loss: 414.8182 - logcount_predictions_loss: 0.5263 67/2080 [..............................] - ETA: 10:20 - loss: 426.4347 - logits_profile_predictions_loss: 414.8570 - logcount_predictions_loss: 0.5263 68/2080 [..............................] - ETA: 10:20 - loss: 426.4776 - 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[>.............................] - ETA: 10:18 - loss: 426.7095 - logits_profile_predictions_loss: 415.1315 - logcount_predictions_loss: 0.5263 76/2080 [>.............................] - ETA: 10:17 - loss: 426.7336 - logits_profile_predictions_loss: 415.1553 - logcount_predictions_loss: 0.5263 77/2080 [>.............................] - ETA: 10:17 - loss: 426.7469 - logits_profile_predictions_loss: 415.1682 - logcount_predictions_loss: 0.5263 78/2080 [>.............................] - ETA: 10:17 - loss: 426.7586 - logits_profile_predictions_loss: 415.1797 - logcount_predictions_loss: 0.5263 79/2080 [>.............................] - ETA: 10:16 - loss: 426.7696 - logits_profile_predictions_loss: 415.1909 - logcount_predictions_loss: 0.5263 80/2080 [>.............................] - ETA: 10:16 - loss: 426.7745 - logits_profile_predictions_loss: 415.1960 - logcount_predictions_loss: 0.5263 81/2080 [>.............................] - ETA: 10:16 - loss: 426.7832 - logits_profile_predictions_loss: 415.2051 - logcount_predictions_loss: 0.5263 82/2080 [>.............................] - ETA: 10:15 - loss: 426.7908 - logits_profile_predictions_loss: 415.2126 - logcount_predictions_loss: 0.5263 83/2080 [>.............................] - ETA: 10:15 - loss: 426.8023 - logits_profile_predictions_loss: 415.2244 - logcount_predictions_loss: 0.5263 84/2080 [>.............................] - ETA: 10:15 - loss: 426.8143 - logits_profile_predictions_loss: 415.2370 - logcount_predictions_loss: 0.5262 85/2080 [>.............................] - ETA: 10:15 - loss: 426.8244 - logits_profile_predictions_loss: 415.2476 - logcount_predictions_loss: 0.5262 86/2080 [>.............................] - ETA: 10:14 - loss: 426.8313 - logits_profile_predictions_loss: 415.2551 - logcount_predictions_loss: 0.5262 87/2080 [>.............................] - ETA: 10:14 - loss: 426.8320 - logits_profile_predictions_loss: 415.2569 - logcount_predictions_loss: 0.5261 88/2080 [>.............................] - ETA: 10:14 - loss: 426.8308 - logits_profile_predictions_loss: 415.2570 - logcount_predictions_loss: 0.5261 89/2080 [>.............................] - ETA: 10:13 - loss: 426.8300 - logits_profile_predictions_loss: 415.2576 - logcount_predictions_loss: 0.5260 90/2080 [>.............................] - ETA: 10:13 - loss: 426.8347 - logits_profile_predictions_loss: 415.2638 - logcount_predictions_loss: 0.5260 91/2080 [>.............................] - ETA: 10:13 - loss: 426.8445 - logits_profile_predictions_loss: 415.2752 - logcount_predictions_loss: 0.5259 92/2080 [>.............................] - ETA: 10:12 - loss: 426.8536 - logits_profile_predictions_loss: 415.2856 - logcount_predictions_loss: 0.5258 93/2080 [>.............................] - ETA: 10:12 - loss: 426.8578 - logits_profile_predictions_loss: 415.2909 - logcount_predictions_loss: 0.5258 94/2080 [>.............................] - ETA: 10:12 - loss: 426.8597 - 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[>.............................] - ETA: 10:10 - loss: 426.9114 - logits_profile_predictions_loss: 415.3516 - logcount_predictions_loss: 0.5254 102/2080 [>.............................] - ETA: 10:09 - loss: 426.9180 - logits_profile_predictions_loss: 415.3592 - logcount_predictions_loss: 0.5254 103/2080 [>.............................] - ETA: 10:09 - loss: 426.9236 - logits_profile_predictions_loss: 415.3660 - logcount_predictions_loss: 0.5253 104/2080 [>.............................] - ETA: 10:09 - loss: 426.9258 - logits_profile_predictions_loss: 415.3694 - logcount_predictions_loss: 0.5253 105/2080 [>.............................] - ETA: 10:08 - loss: 426.9234 - logits_profile_predictions_loss: 415.3682 - logcount_predictions_loss: 0.5252 106/2080 [>.............................] - ETA: 10:08 - loss: 426.9213 - logits_profile_predictions_loss: 415.3671 - logcount_predictions_loss: 0.5252 107/2080 [>.............................] - ETA: 10:08 - loss: 426.9183 - 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[>.............................] - ETA: 10:06 - loss: 426.8834 - logits_profile_predictions_loss: 415.3397 - logcount_predictions_loss: 0.5247 115/2080 [>.............................] - ETA: 10:05 - loss: 426.8712 - logits_profile_predictions_loss: 415.3294 - logcount_predictions_loss: 0.5246 116/2080 [>.............................] - ETA: 10:05 - loss: 426.8564 - logits_profile_predictions_loss: 415.3165 - logcount_predictions_loss: 0.5245 117/2080 [>.............................] - ETA: 10:05 - loss: 426.8390 - logits_profile_predictions_loss: 415.3007 - logcount_predictions_loss: 0.5245 118/2080 [>.............................] - ETA: 10:05 - loss: 426.8210 - logits_profile_predictions_loss: 415.2843 - logcount_predictions_loss: 0.5244 119/2080 [>.............................] - ETA: 10:04 - loss: 426.8036 - logits_profile_predictions_loss: 415.2689 - logcount_predictions_loss: 0.5243 120/2080 [>.............................] - ETA: 10:04 - loss: 426.7845 - 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[>.............................] - ETA: 10:02 - loss: 426.6324 - logits_profile_predictions_loss: 415.1094 - logcount_predictions_loss: 0.5238 128/2080 [>.............................] - ETA: 10:01 - loss: 426.6076 - logits_profile_predictions_loss: 415.0854 - logcount_predictions_loss: 0.5237 129/2080 [>.............................] - ETA: 10:01 - loss: 426.5856 - logits_profile_predictions_loss: 415.0643 - logcount_predictions_loss: 0.5237 130/2080 [>.............................] - ETA: 10:01 - loss: 426.5672 - logits_profile_predictions_loss: 415.0466 - logcount_predictions_loss: 0.5237 131/2080 [>.............................] - ETA: 10:01 - loss: 426.5516 - logits_profile_predictions_loss: 415.0316 - logcount_predictions_loss: 0.5236 132/2080 [>.............................] - ETA: 10:00 - loss: 426.5362 - logits_profile_predictions_loss: 415.0165 - logcount_predictions_loss: 0.5236 133/2080 [>.............................] - ETA: 10:00 - loss: 426.5190 - 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[===========================>..] - ETA: 33s - loss: 425.6349 - logits_profile_predictions_loss: 414.2573 - logcount_predictions_loss: 0.5172 1974/2080 [===========================>..] - ETA: 32s - loss: 425.6352 - logits_profile_predictions_loss: 414.2576 - logcount_predictions_loss: 0.5172 1975/2080 [===========================>..] - ETA: 32s - loss: 425.6355 - logits_profile_predictions_loss: 414.2579 - logcount_predictions_loss: 0.5172 1976/2080 [===========================>..] - ETA: 32s - loss: 425.6357 - logits_profile_predictions_loss: 414.2581 - logcount_predictions_loss: 0.5172 1977/2080 [===========================>..] - ETA: 31s - loss: 425.6360 - logits_profile_predictions_loss: 414.2584 - logcount_predictions_loss: 0.5172 1978/2080 [===========================>..] - ETA: 31s - loss: 425.6362 - logits_profile_predictions_loss: 414.2587 - logcount_predictions_loss: 0.5172 1979/2080 [===========================>..] - ETA: 31s - loss: 425.6365 - 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[===========================>..] - ETA: 25s - loss: 425.6420 - logits_profile_predictions_loss: 414.2644 - logcount_predictions_loss: 0.5172 2000/2080 [===========================>..] - ETA: 24s - loss: 425.6423 - logits_profile_predictions_loss: 414.2647 - logcount_predictions_loss: 0.5172 2001/2080 [===========================>..] - ETA: 24s - loss: 425.6426 - logits_profile_predictions_loss: 414.2650 - logcount_predictions_loss: 0.5172 2002/2080 [===========================>..] - ETA: 24s - loss: 425.6429 - logits_profile_predictions_loss: 414.2653 - logcount_predictions_loss: 0.5172 2003/2080 [===========================>..] - ETA: 23s - loss: 425.6431 - logits_profile_predictions_loss: 414.2655 - logcount_predictions_loss: 0.5172 2004/2080 [===========================>..] - ETA: 23s - loss: 425.6434 - logits_profile_predictions_loss: 414.2658 - logcount_predictions_loss: 0.5172 2005/2080 [===========================>..] - ETA: 23s - loss: 425.6437 - 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[============================>.] - ETA: 21s - loss: 425.6457 - logits_profile_predictions_loss: 414.2681 - logcount_predictions_loss: 0.5172 2013/2080 [============================>.] - ETA: 20s - loss: 425.6460 - logits_profile_predictions_loss: 414.2684 - logcount_predictions_loss: 0.5172 2014/2080 [============================>.] - ETA: 20s - loss: 425.6463 - logits_profile_predictions_loss: 414.2687 - logcount_predictions_loss: 0.5172 2015/2080 [============================>.] - ETA: 20s - loss: 425.6466 - logits_profile_predictions_loss: 414.2690 - logcount_predictions_loss: 0.5172 2016/2080 [============================>.] - ETA: 19s - loss: 425.6469 - logits_profile_predictions_loss: 414.2693 - logcount_predictions_loss: 0.5172 2017/2080 [============================>.] - ETA: 19s - loss: 425.6472 - logits_profile_predictions_loss: 414.2695 - logcount_predictions_loss: 0.5172 2018/2080 [============================>.] - ETA: 19s - loss: 425.6475 - 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[============================>.] - ETA: 16s - loss: 425.6495 - logits_profile_predictions_loss: 414.2718 - logcount_predictions_loss: 0.5172 2026/2080 [============================>.] - ETA: 16s - loss: 425.6498 - logits_profile_predictions_loss: 414.2721 - logcount_predictions_loss: 0.5172 2027/2080 [============================>.] - ETA: 16s - loss: 425.6501 - logits_profile_predictions_loss: 414.2724 - logcount_predictions_loss: 0.5172 2028/2080 [============================>.] - ETA: 16s - loss: 425.6504 - logits_profile_predictions_loss: 414.2727 - logcount_predictions_loss: 0.5172 2029/2080 [============================>.] - ETA: 15s - loss: 425.6507 - logits_profile_predictions_loss: 414.2730 - logcount_predictions_loss: 0.5172 2030/2080 [============================>.] - ETA: 15s - loss: 425.6510 - logits_profile_predictions_loss: 414.2733 - logcount_predictions_loss: 0.5172 2031/2080 [============================>.] - ETA: 15s - loss: 425.6513 - 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[============================>.] - ETA: 12s - loss: 425.6532 - logits_profile_predictions_loss: 414.2755 - logcount_predictions_loss: 0.5172 2039/2080 [============================>.] - ETA: 12s - loss: 425.6535 - logits_profile_predictions_loss: 414.2758 - logcount_predictions_loss: 0.5172 2040/2080 [============================>.] - ETA: 12s - loss: 425.6538 - logits_profile_predictions_loss: 414.2760 - logcount_predictions_loss: 0.5172 2041/2080 [============================>.] - ETA: 12s - loss: 425.6540 - logits_profile_predictions_loss: 414.2763 - logcount_predictions_loss: 0.5172 2042/2080 [============================>.] - ETA: 11s - loss: 425.6543 - logits_profile_predictions_loss: 414.2766 - logcount_predictions_loss: 0.5172 2043/2080 [============================>.] - ETA: 11s - loss: 425.6546 - logits_profile_predictions_loss: 414.2768 - logcount_predictions_loss: 0.5172 2044/2080 [============================>.] - ETA: 11s - loss: 425.6549 - 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2071/2080 [============================>.] - ETA: 2s - loss: 425.6625 - logits_profile_predictions_loss: 414.2846 - logcount_predictions_loss: 0.5172 2072/2080 [============================>.] - ETA: 2s - loss: 425.6628 - logits_profile_predictions_loss: 414.2849 - logcount_predictions_loss: 0.5172 2073/2080 [============================>.] - ETA: 2s - loss: 425.6631 - logits_profile_predictions_loss: 414.2852 - logcount_predictions_loss: 0.5172 2074/2080 [============================>.] - ETA: 1s - loss: 425.6634 - logits_profile_predictions_loss: 414.2854 - logcount_predictions_loss: 0.5172 2075/2080 [============================>.] - ETA: 1s - loss: 425.6636 - logits_profile_predictions_loss: 414.2857 - logcount_predictions_loss: 0.5172 2076/2080 [============================>.] - ETA: 1s - loss: 425.6639 - logits_profile_predictions_loss: 414.2860 - logcount_predictions_loss: 0.5172 2077/2080 [============================>.] - ETA: 0s - loss: 425.6642 - logits_profile_predictions_loss: 414.2863 - logcount_predictions_loss: 0.5172 2078/2080 [============================>.] - ETA: 0s - loss: 425.6645 - logits_profile_predictions_loss: 414.2865 - logcount_predictions_loss: 0.5172 2079/2080 [============================>.] - ETA: 0s - loss: 425.6648 - logits_profile_predictions_loss: 414.2868 - logcount_predictions_loss: 0.5172 2080/2080 [==============================] - ETA: 0s - loss: 425.6651 - logits_profile_predictions_loss: 414.2871 - logcount_predictions_loss: 0.5172 2080/2080 [==============================] - 678s 326ms/step - loss: 425.6654 - logits_profile_predictions_loss: 414.2874 - logcount_predictions_loss: 0.5172 - val_loss: 491.4540 - val_logits_profile_predictions_loss: 478.7785 - val_logcount_predictions_loss: 0.5762 Epoch 00007: val_loss improved from 493.96939 to 491.45398, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR040DJK//chrombpnet_model_feb15_fold_1/chrombpnet.h5 Epoch 8/50 1/2080 [..............................] - ETA: 11:05 - loss: 392.6165 - logits_profile_predictions_loss: 385.5884 - logcount_predictions_loss: 0.3195 2/2080 [..............................] - ETA: 10:36 - loss: 401.7733 - logits_profile_predictions_loss: 393.5870 - logcount_predictions_loss: 0.3721 3/2080 [..............................] - ETA: 10:35 - loss: 411.3528 - logits_profile_predictions_loss: 402.8552 - logcount_predictions_loss: 0.3863 4/2080 [..............................] - ETA: 10:36 - loss: 415.7178 - logits_profile_predictions_loss: 407.1566 - logcount_predictions_loss: 0.3891 5/2080 [..............................] - ETA: 10:36 - loss: 417.3661 - logits_profile_predictions_loss: 408.5970 - logcount_predictions_loss: 0.3986 6/2080 [..............................] - ETA: 10:35 - loss: 417.7992 - logits_profile_predictions_loss: 408.8516 - logcount_predictions_loss: 0.4067 7/2080 [..............................] - ETA: 10:35 - loss: 418.4974 - logits_profile_predictions_loss: 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[===========================>..] - ETA: 33s - loss: 423.3947 - logits_profile_predictions_loss: 412.5739 - logcount_predictions_loss: 0.4919 1972/2080 [===========================>..] - ETA: 33s - loss: 423.3946 - logits_profile_predictions_loss: 412.5738 - logcount_predictions_loss: 0.4918 1973/2080 [===========================>..] - ETA: 33s - loss: 423.3945 - logits_profile_predictions_loss: 412.5737 - logcount_predictions_loss: 0.4918 1974/2080 [===========================>..] - ETA: 32s - loss: 423.3944 - logits_profile_predictions_loss: 412.5737 - logcount_predictions_loss: 0.4918 1975/2080 [===========================>..] - ETA: 32s - loss: 423.3943 - logits_profile_predictions_loss: 412.5736 - logcount_predictions_loss: 0.4918 1976/2080 [===========================>..] - ETA: 32s - loss: 423.3942 - logits_profile_predictions_loss: 412.5735 - logcount_predictions_loss: 0.4918 1977/2080 [===========================>..] - ETA: 31s - loss: 423.3941 - 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[===========================>..] - ETA: 29s - loss: 423.3935 - logits_profile_predictions_loss: 412.5730 - logcount_predictions_loss: 0.4918 1985/2080 [===========================>..] - ETA: 29s - loss: 423.3934 - logits_profile_predictions_loss: 412.5729 - logcount_predictions_loss: 0.4918 1986/2080 [===========================>..] - ETA: 29s - loss: 423.3933 - logits_profile_predictions_loss: 412.5729 - logcount_predictions_loss: 0.4918 1987/2080 [===========================>..] - ETA: 28s - loss: 423.3933 - logits_profile_predictions_loss: 412.5728 - logcount_predictions_loss: 0.4918 1988/2080 [===========================>..] - ETA: 28s - loss: 423.3932 - logits_profile_predictions_loss: 412.5728 - logcount_predictions_loss: 0.4918 1989/2080 [===========================>..] - ETA: 28s - loss: 423.3931 - logits_profile_predictions_loss: 412.5727 - logcount_predictions_loss: 0.4918 1990/2080 [===========================>..] - ETA: 27s - loss: 423.3930 - 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[===========================>..] - ETA: 25s - loss: 423.3923 - logits_profile_predictions_loss: 412.5721 - logcount_predictions_loss: 0.4918 1998/2080 [===========================>..] - ETA: 25s - loss: 423.3922 - logits_profile_predictions_loss: 412.5720 - logcount_predictions_loss: 0.4918 1999/2080 [===========================>..] - ETA: 25s - loss: 423.3921 - logits_profile_predictions_loss: 412.5719 - logcount_predictions_loss: 0.4918 2000/2080 [===========================>..] - ETA: 24s - loss: 423.3920 - logits_profile_predictions_loss: 412.5719 - logcount_predictions_loss: 0.4918 2001/2080 [===========================>..] - ETA: 24s - loss: 423.3919 - logits_profile_predictions_loss: 412.5718 - logcount_predictions_loss: 0.4918 2002/2080 [===========================>..] - ETA: 24s - loss: 423.3918 - logits_profile_predictions_loss: 412.5717 - logcount_predictions_loss: 0.4918 2003/2080 [===========================>..] - ETA: 23s - loss: 423.3917 - logits_profile_predictions_loss: 412.5716 - logcount_predictions_loss: 0.4918 2004/2080 [===========================>..] - ETA: 23s - loss: 423.3916 - logits_profile_predictions_loss: 412.5715 - logcount_predictions_loss: 0.4918 2005/2080 [===========================>..] - ETA: 23s - loss: 423.3915 - logits_profile_predictions_loss: 412.5715 - logcount_predictions_loss: 0.4918 2006/2080 [===========================>..] - ETA: 22s - loss: 423.3914 - logits_profile_predictions_loss: 412.5714 - logcount_predictions_loss: 0.4918 2007/2080 [===========================>..] - ETA: 22s - loss: 423.3913 - logits_profile_predictions_loss: 412.5713 - logcount_predictions_loss: 0.4918 2008/2080 [===========================>..] - ETA: 22s - loss: 423.3912 - logits_profile_predictions_loss: 412.5712 - logcount_predictions_loss: 0.4918 2009/2080 [===========================>..] - ETA: 21s - loss: 423.3911 - logits_profile_predictions_loss: 412.5712 - logcount_predictions_loss: 0.4918 2010/2080 [===========================>..] - ETA: 21s - loss: 423.3910 - logits_profile_predictions_loss: 412.5711 - logcount_predictions_loss: 0.4918 2011/2080 [============================>.] - ETA: 21s - loss: 423.3909 - logits_profile_predictions_loss: 412.5710 - logcount_predictions_loss: 0.4918 2012/2080 [============================>.] - ETA: 20s - loss: 423.3908 - logits_profile_predictions_loss: 412.5709 - logcount_predictions_loss: 0.4918 2013/2080 [============================>.] - ETA: 20s - loss: 423.3907 - logits_profile_predictions_loss: 412.5708 - logcount_predictions_loss: 0.4918 2014/2080 [============================>.] - ETA: 20s - loss: 423.3906 - logits_profile_predictions_loss: 412.5707 - logcount_predictions_loss: 0.4918 2015/2080 [============================>.] - ETA: 20s - loss: 423.3905 - logits_profile_predictions_loss: 412.5706 - logcount_predictions_loss: 0.4918 2016/2080 [============================>.] - ETA: 19s - loss: 423.3903 - logits_profile_predictions_loss: 412.5705 - logcount_predictions_loss: 0.4918 2017/2080 [============================>.] - ETA: 19s - loss: 423.3902 - logits_profile_predictions_loss: 412.5704 - logcount_predictions_loss: 0.4918 2018/2080 [============================>.] - ETA: 19s - loss: 423.3900 - logits_profile_predictions_loss: 412.5703 - logcount_predictions_loss: 0.4918 2019/2080 [============================>.] - ETA: 18s - loss: 423.3899 - logits_profile_predictions_loss: 412.5701 - logcount_predictions_loss: 0.4918 2020/2080 [============================>.] - ETA: 18s - loss: 423.3897 - logits_profile_predictions_loss: 412.5700 - logcount_predictions_loss: 0.4918 2021/2080 [============================>.] - ETA: 18s - loss: 423.3896 - logits_profile_predictions_loss: 412.5699 - logcount_predictions_loss: 0.4918 2022/2080 [============================>.] - ETA: 17s - loss: 423.3894 - logits_profile_predictions_loss: 412.5698 - logcount_predictions_loss: 0.4918 2023/2080 [============================>.] - ETA: 17s - loss: 423.3893 - logits_profile_predictions_loss: 412.5696 - logcount_predictions_loss: 0.4918 2024/2080 [============================>.] - ETA: 17s - loss: 423.3891 - logits_profile_predictions_loss: 412.5695 - logcount_predictions_loss: 0.4918 2025/2080 [============================>.] - ETA: 16s - loss: 423.3890 - logits_profile_predictions_loss: 412.5694 - logcount_predictions_loss: 0.4918 2026/2080 [============================>.] - ETA: 16s - loss: 423.3888 - logits_profile_predictions_loss: 412.5692 - logcount_predictions_loss: 0.4918 2027/2080 [============================>.] - ETA: 16s - loss: 423.3887 - logits_profile_predictions_loss: 412.5691 - logcount_predictions_loss: 0.4918 2028/2080 [============================>.] - ETA: 16s - loss: 423.3885 - logits_profile_predictions_loss: 412.5690 - logcount_predictions_loss: 0.4918 2029/2080 [============================>.] - ETA: 15s - loss: 423.3884 - logits_profile_predictions_loss: 412.5688 - logcount_predictions_loss: 0.4918 2030/2080 [============================>.] - ETA: 15s - loss: 423.3882 - logits_profile_predictions_loss: 412.5687 - logcount_predictions_loss: 0.4918 2031/2080 [============================>.] - ETA: 15s - loss: 423.3881 - logits_profile_predictions_loss: 412.5686 - logcount_predictions_loss: 0.4918 2032/2080 [============================>.] - ETA: 14s - loss: 423.3880 - logits_profile_predictions_loss: 412.5685 - logcount_predictions_loss: 0.4918 2033/2080 [============================>.] - ETA: 14s - loss: 423.3878 - logits_profile_predictions_loss: 412.5684 - logcount_predictions_loss: 0.4918 2034/2080 [============================>.] - ETA: 14s - loss: 423.3877 - logits_profile_predictions_loss: 412.5682 - logcount_predictions_loss: 0.4918 2035/2080 [============================>.] - ETA: 13s - loss: 423.3876 - logits_profile_predictions_loss: 412.5681 - logcount_predictions_loss: 0.4918 2036/2080 [============================>.] - ETA: 13s - loss: 423.3874 - logits_profile_predictions_loss: 412.5680 - logcount_predictions_loss: 0.4918 2037/2080 [============================>.] - ETA: 13s - loss: 423.3873 - logits_profile_predictions_loss: 412.5679 - logcount_predictions_loss: 0.4918 2038/2080 [============================>.] - ETA: 12s - loss: 423.3872 - logits_profile_predictions_loss: 412.5678 - logcount_predictions_loss: 0.4918 2039/2080 [============================>.] - ETA: 12s - loss: 423.3871 - logits_profile_predictions_loss: 412.5677 - logcount_predictions_loss: 0.4918 2040/2080 [============================>.] - ETA: 12s - loss: 423.3869 - logits_profile_predictions_loss: 412.5676 - logcount_predictions_loss: 0.4918 2041/2080 [============================>.] - ETA: 12s - loss: 423.3868 - logits_profile_predictions_loss: 412.5675 - logcount_predictions_loss: 0.4918 2042/2080 [============================>.] - ETA: 11s - loss: 423.3867 - logits_profile_predictions_loss: 412.5674 - logcount_predictions_loss: 0.4918 2043/2080 [============================>.] - ETA: 11s - loss: 423.3866 - logits_profile_predictions_loss: 412.5673 - logcount_predictions_loss: 0.4918 2044/2080 [============================>.] - ETA: 11s - loss: 423.3865 - logits_profile_predictions_loss: 412.5672 - logcount_predictions_loss: 0.4918 2045/2080 [============================>.] - ETA: 10s - loss: 423.3864 - logits_profile_predictions_loss: 412.5671 - logcount_predictions_loss: 0.4918 2046/2080 [============================>.] - ETA: 10s - loss: 423.3863 - logits_profile_predictions_loss: 412.5670 - logcount_predictions_loss: 0.4918 2047/2080 [============================>.] - ETA: 10s - loss: 423.3862 - logits_profile_predictions_loss: 412.5670 - logcount_predictions_loss: 0.4918 2048/2080 [============================>.] - ETA: 9s - loss: 423.3861 - logits_profile_predictions_loss: 412.5669 - logcount_predictions_loss: 0.4918  2049/2080 [============================>.] - ETA: 9s - loss: 423.3860 - logits_profile_predictions_loss: 412.5668 - logcount_predictions_loss: 0.4918 2050/2080 [============================>.] - ETA: 9s - loss: 423.3859 - logits_profile_predictions_loss: 412.5667 - logcount_predictions_loss: 0.4918 2051/2080 [============================>.] - ETA: 8s - loss: 423.3858 - logits_profile_predictions_loss: 412.5666 - logcount_predictions_loss: 0.4918 2052/2080 [============================>.] - ETA: 8s - loss: 423.3857 - logits_profile_predictions_loss: 412.5666 - logcount_predictions_loss: 0.4918 2053/2080 [============================>.] - ETA: 8s - loss: 423.3856 - logits_profile_predictions_loss: 412.5665 - logcount_predictions_loss: 0.4918 2054/2080 [============================>.] - ETA: 8s - loss: 423.3855 - logits_profile_predictions_loss: 412.5664 - logcount_predictions_loss: 0.4918 2055/2080 [============================>.] - ETA: 7s - loss: 423.3854 - logits_profile_predictions_loss: 412.5664 - logcount_predictions_loss: 0.4918 2056/2080 [============================>.] - ETA: 7s - loss: 423.3853 - logits_profile_predictions_loss: 412.5663 - logcount_predictions_loss: 0.4918 2057/2080 [============================>.] - ETA: 7s - loss: 423.3853 - logits_profile_predictions_loss: 412.5662 - logcount_predictions_loss: 0.4918 2058/2080 [============================>.] - ETA: 6s - loss: 423.3852 - logits_profile_predictions_loss: 412.5662 - logcount_predictions_loss: 0.4918 2059/2080 [============================>.] - ETA: 6s - loss: 423.3851 - logits_profile_predictions_loss: 412.5661 - logcount_predictions_loss: 0.4918 2060/2080 [============================>.] - ETA: 6s - loss: 423.3850 - logits_profile_predictions_loss: 412.5661 - logcount_predictions_loss: 0.4918 2061/2080 [============================>.] - ETA: 5s - loss: 423.3850 - logits_profile_predictions_loss: 412.5660 - logcount_predictions_loss: 0.4918 2062/2080 [============================>.] - ETA: 5s - loss: 423.3849 - logits_profile_predictions_loss: 412.5660 - logcount_predictions_loss: 0.4918 2063/2080 [============================>.] - ETA: 5s - loss: 423.3848 - logits_profile_predictions_loss: 412.5659 - logcount_predictions_loss: 0.4918 2064/2080 [============================>.] - ETA: 4s - loss: 423.3848 - logits_profile_predictions_loss: 412.5659 - logcount_predictions_loss: 0.4918 2065/2080 [============================>.] - ETA: 4s - loss: 423.3847 - logits_profile_predictions_loss: 412.5658 - logcount_predictions_loss: 0.4918 2066/2080 [============================>.] - ETA: 4s - loss: 423.3846 - logits_profile_predictions_loss: 412.5658 - logcount_predictions_loss: 0.4918 2067/2080 [============================>.] - ETA: 4s - loss: 423.3846 - logits_profile_predictions_loss: 412.5658 - logcount_predictions_loss: 0.4918 2068/2080 [============================>.] - ETA: 3s - loss: 423.3845 - logits_profile_predictions_loss: 412.5657 - logcount_predictions_loss: 0.4918 2069/2080 [============================>.] - ETA: 3s - loss: 423.3845 - logits_profile_predictions_loss: 412.5657 - logcount_predictions_loss: 0.4918 2070/2080 [============================>.] - ETA: 3s - loss: 423.3844 - logits_profile_predictions_loss: 412.5657 - logcount_predictions_loss: 0.4918 2071/2080 [============================>.] - ETA: 2s - loss: 423.3844 - logits_profile_predictions_loss: 412.5656 - logcount_predictions_loss: 0.4918 2072/2080 [============================>.] - ETA: 2s - loss: 423.3843 - logits_profile_predictions_loss: 412.5656 - logcount_predictions_loss: 0.4918 2073/2080 [============================>.] - ETA: 2s - loss: 423.3843 - logits_profile_predictions_loss: 412.5656 - logcount_predictions_loss: 0.4918 2074/2080 [============================>.] - ETA: 1s - loss: 423.3842 - logits_profile_predictions_loss: 412.5655 - logcount_predictions_loss: 0.4918 2075/2080 [============================>.] - ETA: 1s - loss: 423.3841 - logits_profile_predictions_loss: 412.5655 - logcount_predictions_loss: 0.4918 2076/2080 [============================>.] - ETA: 1s - loss: 423.3840 - logits_profile_predictions_loss: 412.5654 - logcount_predictions_loss: 0.4918 2077/2080 [============================>.] - ETA: 0s - loss: 423.3840 - logits_profile_predictions_loss: 412.5654 - logcount_predictions_loss: 0.4918 2078/2080 [============================>.] - ETA: 0s - loss: 423.3839 - logits_profile_predictions_loss: 412.5653 - logcount_predictions_loss: 0.4918 2079/2080 [============================>.] - ETA: 0s - loss: 423.3839 - logits_profile_predictions_loss: 412.5653 - logcount_predictions_loss: 0.4918 2080/2080 [==============================] - ETA: 0s - loss: 423.3838 - logits_profile_predictions_loss: 412.5652 - logcount_predictions_loss: 0.4917 2080/2080 [==============================] - 677s 326ms/step - loss: 423.3838 - logits_profile_predictions_loss: 412.5652 - logcount_predictions_loss: 0.4917 - val_loss: 493.0510 - val_logits_profile_predictions_loss: 480.4958 - val_logcount_predictions_loss: 0.5707 Epoch 00008: val_loss did not improve from 491.45398 Epoch 9/50 1/2080 [..............................] - ETA: 11:05 - loss: 455.3986 - logits_profile_predictions_loss: 448.7509 - logcount_predictions_loss: 0.3022 2/2080 [..............................] - ETA: 10:36 - loss: 448.0273 - logits_profile_predictions_loss: 439.8671 - logcount_predictions_loss: 0.3709 3/2080 [..............................] - ETA: 10:36 - loss: 440.5499 - logits_profile_predictions_loss: 431.9261 - logcount_predictions_loss: 0.3920 4/2080 [..............................] - ETA: 10:36 - loss: 438.9526 - logits_profile_predictions_loss: 430.0606 - logcount_predictions_loss: 0.4042 5/2080 [..............................] - ETA: 10:36 - loss: 436.8281 - logits_profile_predictions_loss: 427.8063 - logcount_predictions_loss: 0.4101 6/2080 [..............................] - ETA: 10:36 - loss: 435.5796 - logits_profile_predictions_loss: 426.5471 - logcount_predictions_loss: 0.4106 7/2080 [..............................] - ETA: 10:35 - loss: 434.1188 - logits_profile_predictions_loss: 425.0558 - logcount_predictions_loss: 0.4120 8/2080 [..............................] - ETA: 10:35 - loss: 433.1867 - logits_profile_predictions_loss: 424.0674 - logcount_predictions_loss: 0.4145 9/2080 [..............................] - ETA: 10:35 - loss: 432.2702 - logits_profile_predictions_loss: 423.1248 - logcount_predictions_loss: 0.4157 10/2080 [..............................] - ETA: 10:35 - loss: 431.9374 - logits_profile_predictions_loss: 422.7554 - logcount_predictions_loss: 0.4174 11/2080 [..............................] - ETA: 10:35 - loss: 431.3973 - logits_profile_predictions_loss: 422.1675 - logcount_predictions_loss: 0.4195 12/2080 [..............................] - ETA: 10:34 - loss: 430.7771 - logits_profile_predictions_loss: 421.4829 - logcount_predictions_loss: 0.4225 13/2080 [..............................] - ETA: 10:34 - loss: 430.3846 - logits_profile_predictions_loss: 421.0350 - logcount_predictions_loss: 0.4250 14/2080 [..............................] - ETA: 10:34 - loss: 430.0842 - logits_profile_predictions_loss: 420.6735 - logcount_predictions_loss: 0.4278 15/2080 [..............................] - ETA: 10:33 - loss: 429.8680 - logits_profile_predictions_loss: 420.3964 - logcount_predictions_loss: 0.4305 16/2080 [..............................] - ETA: 10:33 - loss: 429.5347 - logits_profile_predictions_loss: 420.0022 - logcount_predictions_loss: 0.4333 17/2080 [..............................] - ETA: 10:33 - loss: 429.4023 - logits_profile_predictions_loss: 419.8171 - logcount_predictions_loss: 0.4357 18/2080 [..............................] - ETA: 10:33 - loss: 429.3633 - logits_profile_predictions_loss: 419.7350 - logcount_predictions_loss: 0.4376 19/2080 [..............................] - ETA: 10:32 - loss: 429.3311 - logits_profile_predictions_loss: 419.6658 - logcount_predictions_loss: 0.4393 20/2080 [..............................] - ETA: 10:32 - loss: 429.3412 - logits_profile_predictions_loss: 419.6362 - logcount_predictions_loss: 0.4411 21/2080 [..............................] - ETA: 10:32 - loss: 429.3727 - logits_profile_predictions_loss: 419.6392 - logcount_predictions_loss: 0.4424 22/2080 [..............................] - ETA: 10:31 - loss: 429.4309 - logits_profile_predictions_loss: 419.6770 - logcount_predictions_loss: 0.4434 23/2080 [..............................] - ETA: 10:31 - loss: 429.4995 - logits_profile_predictions_loss: 419.7248 - logcount_predictions_loss: 0.4443 24/2080 [..............................] - ETA: 10:31 - loss: 429.6233 - logits_profile_predictions_loss: 419.8307 - logcount_predictions_loss: 0.4451 25/2080 [..............................] - ETA: 10:30 - loss: 429.8145 - logits_profile_predictions_loss: 420.0039 - logcount_predictions_loss: 0.4459 26/2080 [..............................] - ETA: 10:30 - loss: 429.9298 - logits_profile_predictions_loss: 420.1030 - logcount_predictions_loss: 0.4467 27/2080 [..............................] - ETA: 10:30 - loss: 430.0597 - logits_profile_predictions_loss: 420.2149 - logcount_predictions_loss: 0.4475 28/2080 [..............................] - ETA: 10:30 - loss: 430.1217 - logits_profile_predictions_loss: 420.2635 - logcount_predictions_loss: 0.4481 29/2080 [..............................] - ETA: 10:29 - loss: 430.2237 - logits_profile_predictions_loss: 420.3533 - logcount_predictions_loss: 0.4487 30/2080 [..............................] - ETA: 10:29 - loss: 430.3083 - logits_profile_predictions_loss: 420.4253 - logcount_predictions_loss: 0.4492 31/2080 [..............................] - ETA: 10:29 - loss: 430.3848 - logits_profile_predictions_loss: 420.4845 - logcount_predictions_loss: 0.4500 32/2080 [..............................] - ETA: 10:28 - loss: 430.3967 - 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[===========================>..] - ETA: 32s - loss: 421.9238 - logits_profile_predictions_loss: 411.7548 - logcount_predictions_loss: 0.4622 1977/2080 [===========================>..] - ETA: 31s - loss: 421.9236 - logits_profile_predictions_loss: 411.7546 - logcount_predictions_loss: 0.4622 1978/2080 [===========================>..] - ETA: 31s - loss: 421.9235 - logits_profile_predictions_loss: 411.7544 - logcount_predictions_loss: 0.4622 1979/2080 [===========================>..] - ETA: 31s - loss: 421.9233 - logits_profile_predictions_loss: 411.7543 - logcount_predictions_loss: 0.4622 1980/2080 [===========================>..] - ETA: 30s - loss: 421.9232 - logits_profile_predictions_loss: 411.7541 - logcount_predictions_loss: 0.4622 1981/2080 [===========================>..] - ETA: 30s - loss: 421.9230 - logits_profile_predictions_loss: 411.7540 - logcount_predictions_loss: 0.4622 1982/2080 [===========================>..] - ETA: 30s - loss: 421.9228 - 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[===========================>..] - ETA: 28s - loss: 421.9218 - logits_profile_predictions_loss: 411.7528 - logcount_predictions_loss: 0.4622 1990/2080 [===========================>..] - ETA: 27s - loss: 421.9216 - logits_profile_predictions_loss: 411.7526 - logcount_predictions_loss: 0.4622 1991/2080 [===========================>..] - ETA: 27s - loss: 421.9215 - logits_profile_predictions_loss: 411.7525 - logcount_predictions_loss: 0.4622 1992/2080 [===========================>..] - ETA: 27s - loss: 421.9213 - logits_profile_predictions_loss: 411.7524 - logcount_predictions_loss: 0.4622 1993/2080 [===========================>..] - ETA: 26s - loss: 421.9212 - logits_profile_predictions_loss: 411.7522 - logcount_predictions_loss: 0.4622 1994/2080 [===========================>..] - ETA: 26s - loss: 421.9210 - logits_profile_predictions_loss: 411.7521 - logcount_predictions_loss: 0.4622 1995/2080 [===========================>..] - ETA: 26s - loss: 421.9209 - logits_profile_predictions_loss: 411.7519 - logcount_predictions_loss: 0.4622 1996/2080 [===========================>..] - ETA: 25s - loss: 421.9207 - logits_profile_predictions_loss: 411.7518 - logcount_predictions_loss: 0.4622 1997/2080 [===========================>..] - ETA: 25s - loss: 421.9206 - logits_profile_predictions_loss: 411.7516 - logcount_predictions_loss: 0.4622 1998/2080 [===========================>..] - ETA: 25s - loss: 421.9204 - logits_profile_predictions_loss: 411.7515 - logcount_predictions_loss: 0.4622 1999/2080 [===========================>..] - ETA: 24s - loss: 421.9203 - logits_profile_predictions_loss: 411.7514 - logcount_predictions_loss: 0.4622 2000/2080 [===========================>..] - ETA: 24s - loss: 421.9202 - logits_profile_predictions_loss: 411.7512 - logcount_predictions_loss: 0.4622 2001/2080 [===========================>..] - ETA: 24s - loss: 421.9200 - logits_profile_predictions_loss: 411.7511 - logcount_predictions_loss: 0.4622 2002/2080 [===========================>..] - ETA: 24s - loss: 421.9198 - logits_profile_predictions_loss: 411.7509 - logcount_predictions_loss: 0.4622 2003/2080 [===========================>..] - ETA: 23s - loss: 421.9197 - logits_profile_predictions_loss: 411.7507 - logcount_predictions_loss: 0.4622 2004/2080 [===========================>..] - ETA: 23s - loss: 421.9195 - logits_profile_predictions_loss: 411.7506 - logcount_predictions_loss: 0.4622 2005/2080 [===========================>..] - ETA: 23s - loss: 421.9193 - logits_profile_predictions_loss: 411.7504 - logcount_predictions_loss: 0.4622 2006/2080 [===========================>..] - ETA: 22s - loss: 421.9192 - logits_profile_predictions_loss: 411.7503 - logcount_predictions_loss: 0.4622 2007/2080 [===========================>..] - ETA: 22s - loss: 421.9190 - logits_profile_predictions_loss: 411.7501 - logcount_predictions_loss: 0.4622 2008/2080 [===========================>..] - ETA: 22s - loss: 421.9189 - 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[============================>.] - ETA: 20s - loss: 421.9179 - logits_profile_predictions_loss: 411.7491 - logcount_predictions_loss: 0.4622 2016/2080 [============================>.] - ETA: 19s - loss: 421.9177 - logits_profile_predictions_loss: 411.7489 - logcount_predictions_loss: 0.4622 2017/2080 [============================>.] - ETA: 19s - loss: 421.9176 - logits_profile_predictions_loss: 411.7488 - logcount_predictions_loss: 0.4622 2018/2080 [============================>.] - ETA: 19s - loss: 421.9175 - logits_profile_predictions_loss: 411.7487 - logcount_predictions_loss: 0.4622 2019/2080 [============================>.] - ETA: 18s - loss: 421.9173 - logits_profile_predictions_loss: 411.7485 - logcount_predictions_loss: 0.4622 2020/2080 [============================>.] - ETA: 18s - loss: 421.9172 - logits_profile_predictions_loss: 411.7484 - logcount_predictions_loss: 0.4622 2021/2080 [============================>.] - ETA: 18s - loss: 421.9170 - 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[============================>.] - ETA: 16s - loss: 421.9161 - logits_profile_predictions_loss: 411.7474 - logcount_predictions_loss: 0.4622 2029/2080 [============================>.] - ETA: 15s - loss: 421.9160 - logits_profile_predictions_loss: 411.7473 - logcount_predictions_loss: 0.4622 2030/2080 [============================>.] - ETA: 15s - loss: 421.9158 - logits_profile_predictions_loss: 411.7471 - logcount_predictions_loss: 0.4622 2031/2080 [============================>.] - ETA: 15s - loss: 421.9157 - logits_profile_predictions_loss: 411.7470 - logcount_predictions_loss: 0.4622 2032/2080 [============================>.] - ETA: 14s - loss: 421.9156 - logits_profile_predictions_loss: 411.7469 - logcount_predictions_loss: 0.4622 2033/2080 [============================>.] - ETA: 14s - loss: 421.9154 - logits_profile_predictions_loss: 411.7467 - logcount_predictions_loss: 0.4622 2034/2080 [============================>.] - ETA: 14s - loss: 421.9153 - 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[============================>.] - ETA: 12s - loss: 421.9143 - logits_profile_predictions_loss: 411.7457 - logcount_predictions_loss: 0.4622 2042/2080 [============================>.] - ETA: 11s - loss: 421.9141 - logits_profile_predictions_loss: 411.7455 - logcount_predictions_loss: 0.4622 2043/2080 [============================>.] - ETA: 11s - loss: 421.9140 - logits_profile_predictions_loss: 411.7454 - logcount_predictions_loss: 0.4622 2044/2080 [============================>.] - ETA: 11s - loss: 421.9139 - logits_profile_predictions_loss: 411.7453 - logcount_predictions_loss: 0.4622 2045/2080 [============================>.] - ETA: 10s - loss: 421.9137 - logits_profile_predictions_loss: 411.7452 - logcount_predictions_loss: 0.4622 2046/2080 [============================>.] - ETA: 10s - loss: 421.9136 - logits_profile_predictions_loss: 411.7451 - logcount_predictions_loss: 0.4622 2047/2080 [============================>.] - ETA: 10s - loss: 421.9135 - 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[============================>.] - ETA: 8s - loss: 421.9125 - logits_profile_predictions_loss: 411.7440 - logcount_predictions_loss: 0.4622 2055/2080 [============================>.] - ETA: 7s - loss: 421.9123 - logits_profile_predictions_loss: 411.7439 - logcount_predictions_loss: 0.4622 2056/2080 [============================>.] - ETA: 7s - loss: 421.9121 - logits_profile_predictions_loss: 411.7437 - logcount_predictions_loss: 0.4622 2057/2080 [============================>.] - ETA: 7s - loss: 421.9120 - logits_profile_predictions_loss: 411.7436 - logcount_predictions_loss: 0.4622 2058/2080 [============================>.] - ETA: 6s - loss: 421.9118 - logits_profile_predictions_loss: 411.7434 - logcount_predictions_loss: 0.4622 2059/2080 [============================>.] - ETA: 6s - loss: 421.9116 - logits_profile_predictions_loss: 411.7432 - logcount_predictions_loss: 0.4622 2060/2080 [============================>.] - ETA: 6s - loss: 421.9114 - logits_profile_predictions_loss: 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loss: 421.9102 - logits_profile_predictions_loss: 411.7419 - logcount_predictions_loss: 0.4622 2068/2080 [============================>.] - ETA: 3s - loss: 421.9101 - logits_profile_predictions_loss: 411.7418 - logcount_predictions_loss: 0.4622 2069/2080 [============================>.] - ETA: 3s - loss: 421.9099 - logits_profile_predictions_loss: 411.7417 - logcount_predictions_loss: 0.4622 2070/2080 [============================>.] - ETA: 3s - loss: 421.9098 - logits_profile_predictions_loss: 411.7415 - logcount_predictions_loss: 0.4622 2071/2080 [============================>.] - ETA: 2s - loss: 421.9096 - logits_profile_predictions_loss: 411.7414 - logcount_predictions_loss: 0.4622 2072/2080 [============================>.] - ETA: 2s - loss: 421.9094 - logits_profile_predictions_loss: 411.7412 - logcount_predictions_loss: 0.4622 2073/2080 [============================>.] - ETA: 2s - loss: 421.9092 - logits_profile_predictions_loss: 411.7410 - logcount_predictions_loss: 0.4622 2074/2080 [============================>.] - ETA: 1s - loss: 421.9090 - logits_profile_predictions_loss: 411.7409 - logcount_predictions_loss: 0.4622 2075/2080 [============================>.] - ETA: 1s - loss: 421.9089 - logits_profile_predictions_loss: 411.7407 - logcount_predictions_loss: 0.4622 2076/2080 [============================>.] - ETA: 1s - loss: 421.9087 - logits_profile_predictions_loss: 411.7405 - logcount_predictions_loss: 0.4622 2077/2080 [============================>.] - ETA: 0s - loss: 421.9085 - logits_profile_predictions_loss: 411.7403 - logcount_predictions_loss: 0.4622 2078/2080 [============================>.] - ETA: 0s - loss: 421.9082 - logits_profile_predictions_loss: 411.7401 - logcount_predictions_loss: 0.4622 2079/2080 [============================>.] - ETA: 0s - loss: 421.9080 - logits_profile_predictions_loss: 411.7399 - logcount_predictions_loss: 0.4622 2080/2080 [==============================] - ETA: 0s - loss: 421.9078 - logits_profile_predictions_loss: 411.7397 - logcount_predictions_loss: 0.4622 2080/2080 [==============================] - 675s 325ms/step - loss: 421.9076 - logits_profile_predictions_loss: 411.7395 - logcount_predictions_loss: 0.4622 - val_loss: 491.7180 - val_logits_profile_predictions_loss: 478.9084 - val_logcount_predictions_loss: 0.5823 Epoch 00009: val_loss did not improve from 491.45398 Epoch 10/50 1/2080 [..............................] - ETA: 10:55 - loss: 401.3998 - logits_profile_predictions_loss: 393.8693 - logcount_predictions_loss: 0.3423 2/2080 [..............................] - ETA: 10:36 - loss: 417.0464 - logits_profile_predictions_loss: 409.4482 - logcount_predictions_loss: 0.3454 3/2080 [..............................] - ETA: 10:36 - loss: 424.8011 - logits_profile_predictions_loss: 417.2837 - logcount_predictions_loss: 0.3417 4/2080 [..............................] - ETA: 10:37 - loss: 427.7064 - logits_profile_predictions_loss: 420.2185 - logcount_predictions_loss: 0.3404 5/2080 [..............................] - ETA: 10:36 - loss: 429.7105 - logits_profile_predictions_loss: 422.2762 - logcount_predictions_loss: 0.3379 6/2080 [..............................] - ETA: 10:36 - loss: 430.2443 - logits_profile_predictions_loss: 422.7238 - logcount_predictions_loss: 0.3418 7/2080 [..............................] - ETA: 10:36 - loss: 430.2515 - logits_profile_predictions_loss: 422.6752 - logcount_predictions_loss: 0.3444 8/2080 [..............................] - ETA: 10:36 - loss: 430.1533 - logits_profile_predictions_loss: 422.5229 - logcount_predictions_loss: 0.3468 9/2080 [..............................] - ETA: 10:35 - loss: 429.4845 - logits_profile_predictions_loss: 421.7951 - logcount_predictions_loss: 0.3495 10/2080 [..............................] - ETA: 10:35 - loss: 429.1488 - logits_profile_predictions_loss: 421.3730 - logcount_predictions_loss: 0.3534 11/2080 [..............................] - ETA: 10:35 - loss: 429.1933 - logits_profile_predictions_loss: 421.3476 - logcount_predictions_loss: 0.3566 12/2080 [..............................] - ETA: 10:34 - loss: 428.9714 - logits_profile_predictions_loss: 421.0633 - logcount_predictions_loss: 0.3595 13/2080 [..............................] - ETA: 10:34 - loss: 428.5232 - logits_profile_predictions_loss: 420.5449 - logcount_predictions_loss: 0.3626 14/2080 [..............................] - ETA: 10:34 - loss: 428.0389 - logits_profile_predictions_loss: 420.0075 - logcount_predictions_loss: 0.3651 15/2080 [..............................] - ETA: 10:34 - loss: 427.8554 - logits_profile_predictions_loss: 419.7690 - logcount_predictions_loss: 0.3676 16/2080 [..............................] - ETA: 10:33 - loss: 427.7285 - logits_profile_predictions_loss: 419.6049 - logcount_predictions_loss: 0.3693 17/2080 [..............................] - ETA: 10:33 - loss: 427.5345 - logits_profile_predictions_loss: 419.3808 - logcount_predictions_loss: 0.3706 18/2080 [..............................] - ETA: 10:33 - loss: 427.2792 - logits_profile_predictions_loss: 419.0966 - logcount_predictions_loss: 0.3719 19/2080 [..............................] - ETA: 10:33 - loss: 427.0680 - logits_profile_predictions_loss: 418.8579 - logcount_predictions_loss: 0.3732 20/2080 [..............................] - ETA: 10:32 - loss: 426.9171 - logits_profile_predictions_loss: 418.6848 - logcount_predictions_loss: 0.3742 21/2080 [..............................] - ETA: 10:32 - loss: 426.7393 - logits_profile_predictions_loss: 418.4774 - logcount_predictions_loss: 0.3755 22/2080 [..............................] - ETA: 10:32 - loss: 426.4411 - logits_profile_predictions_loss: 418.1526 - logcount_predictions_loss: 0.3768 23/2080 [..............................] - ETA: 10:31 - loss: 426.1264 - logits_profile_predictions_loss: 417.8125 - logcount_predictions_loss: 0.3779 24/2080 [..............................] - ETA: 10:31 - loss: 425.9118 - 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[..............................] - ETA: 10:29 - loss: 424.1504 - logits_profile_predictions_loss: 415.7268 - logcount_predictions_loss: 0.3829 32/2080 [..............................] - ETA: 10:29 - loss: 424.0396 - logits_profile_predictions_loss: 415.6091 - logcount_predictions_loss: 0.3832 33/2080 [..............................] - ETA: 10:29 - loss: 423.9877 - logits_profile_predictions_loss: 415.5497 - logcount_predictions_loss: 0.3835 34/2080 [..............................] - ETA: 10:28 - loss: 423.9456 - logits_profile_predictions_loss: 415.5006 - logcount_predictions_loss: 0.3839 35/2080 [..............................] - ETA: 10:28 - loss: 423.8976 - logits_profile_predictions_loss: 415.4463 - logcount_predictions_loss: 0.3841 36/2080 [..............................] - ETA: 10:28 - loss: 423.8105 - logits_profile_predictions_loss: 415.3536 - logcount_predictions_loss: 0.3844 37/2080 [..............................] - ETA: 10:28 - loss: 423.7696 - 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[===========================>..] - ETA: 30s - loss: 419.6816 - logits_profile_predictions_loss: 410.3257 - logcount_predictions_loss: 0.4253 1982/2080 [===========================>..] - ETA: 30s - loss: 419.6815 - logits_profile_predictions_loss: 410.3255 - logcount_predictions_loss: 0.4253 1983/2080 [===========================>..] - ETA: 29s - loss: 419.6814 - logits_profile_predictions_loss: 410.3254 - logcount_predictions_loss: 0.4253 1984/2080 [===========================>..] - ETA: 29s - loss: 419.6813 - logits_profile_predictions_loss: 410.3252 - logcount_predictions_loss: 0.4253 1985/2080 [===========================>..] - ETA: 29s - loss: 419.6812 - logits_profile_predictions_loss: 410.3250 - logcount_predictions_loss: 0.4253 1986/2080 [===========================>..] - ETA: 29s - loss: 419.6812 - logits_profile_predictions_loss: 410.3249 - logcount_predictions_loss: 0.4253 1987/2080 [===========================>..] - ETA: 28s - loss: 419.6811 - logits_profile_predictions_loss: 410.3247 - logcount_predictions_loss: 0.4253 1988/2080 [===========================>..] - ETA: 28s - loss: 419.6810 - logits_profile_predictions_loss: 410.3246 - logcount_predictions_loss: 0.4253 1989/2080 [===========================>..] - ETA: 28s - loss: 419.6809 - logits_profile_predictions_loss: 410.3244 - logcount_predictions_loss: 0.4253 1990/2080 [===========================>..] - ETA: 27s - loss: 419.6809 - logits_profile_predictions_loss: 410.3243 - logcount_predictions_loss: 0.4253 1991/2080 [===========================>..] - ETA: 27s - loss: 419.6808 - logits_profile_predictions_loss: 410.3241 - logcount_predictions_loss: 0.4253 1992/2080 [===========================>..] - ETA: 27s - loss: 419.6808 - logits_profile_predictions_loss: 410.3240 - logcount_predictions_loss: 0.4253 1993/2080 [===========================>..] - ETA: 26s - loss: 419.6807 - logits_profile_predictions_loss: 410.3239 - logcount_predictions_loss: 0.4253 1994/2080 [===========================>..] - ETA: 26s - loss: 419.6807 - logits_profile_predictions_loss: 410.3238 - logcount_predictions_loss: 0.4253 1995/2080 [===========================>..] - ETA: 26s - loss: 419.6807 - logits_profile_predictions_loss: 410.3237 - logcount_predictions_loss: 0.4253 1996/2080 [===========================>..] - ETA: 25s - loss: 419.6806 - logits_profile_predictions_loss: 410.3235 - logcount_predictions_loss: 0.4253 1997/2080 [===========================>..] - ETA: 25s - loss: 419.6806 - logits_profile_predictions_loss: 410.3234 - logcount_predictions_loss: 0.4253 1998/2080 [===========================>..] - ETA: 25s - loss: 419.6806 - logits_profile_predictions_loss: 410.3233 - logcount_predictions_loss: 0.4253 1999/2080 [===========================>..] - ETA: 25s - loss: 419.6805 - logits_profile_predictions_loss: 410.3232 - logcount_predictions_loss: 0.4253 2000/2080 [===========================>..] - ETA: 24s - loss: 419.6804 - logits_profile_predictions_loss: 410.3230 - logcount_predictions_loss: 0.4253 2001/2080 [===========================>..] - ETA: 24s - loss: 419.6804 - logits_profile_predictions_loss: 410.3229 - logcount_predictions_loss: 0.4253 2002/2080 [===========================>..] - ETA: 24s - loss: 419.6803 - logits_profile_predictions_loss: 410.3228 - logcount_predictions_loss: 0.4253 2003/2080 [===========================>..] - ETA: 23s - loss: 419.6803 - logits_profile_predictions_loss: 410.3227 - logcount_predictions_loss: 0.4253 2004/2080 [===========================>..] - ETA: 23s - loss: 419.6802 - logits_profile_predictions_loss: 410.3225 - logcount_predictions_loss: 0.4253 2005/2080 [===========================>..] - ETA: 23s - loss: 419.6802 - logits_profile_predictions_loss: 410.3224 - logcount_predictions_loss: 0.4253 2006/2080 [===========================>..] - ETA: 22s - loss: 419.6801 - logits_profile_predictions_loss: 410.3223 - logcount_predictions_loss: 0.4253 2007/2080 [===========================>..] - ETA: 22s - loss: 419.6801 - logits_profile_predictions_loss: 410.3221 - logcount_predictions_loss: 0.4254 2008/2080 [===========================>..] - ETA: 22s - loss: 419.6800 - logits_profile_predictions_loss: 410.3220 - logcount_predictions_loss: 0.4254 2009/2080 [===========================>..] - ETA: 21s - loss: 419.6800 - logits_profile_predictions_loss: 410.3219 - logcount_predictions_loss: 0.4254 2010/2080 [===========================>..] - ETA: 21s - loss: 419.6799 - logits_profile_predictions_loss: 410.3217 - logcount_predictions_loss: 0.4254 2011/2080 [============================>.] - ETA: 21s - loss: 419.6798 - logits_profile_predictions_loss: 410.3216 - logcount_predictions_loss: 0.4254 2012/2080 [============================>.] - ETA: 21s - loss: 419.6798 - logits_profile_predictions_loss: 410.3214 - logcount_predictions_loss: 0.4254 2013/2080 [============================>.] - ETA: 20s - loss: 419.6797 - logits_profile_predictions_loss: 410.3213 - logcount_predictions_loss: 0.4254 2014/2080 [============================>.] - ETA: 20s - loss: 419.6797 - logits_profile_predictions_loss: 410.3212 - logcount_predictions_loss: 0.4254 2015/2080 [============================>.] - ETA: 20s - loss: 419.6796 - logits_profile_predictions_loss: 410.3210 - logcount_predictions_loss: 0.4254 2016/2080 [============================>.] - ETA: 19s - loss: 419.6795 - logits_profile_predictions_loss: 410.3209 - logcount_predictions_loss: 0.4254 2017/2080 [============================>.] - ETA: 19s - loss: 419.6795 - logits_profile_predictions_loss: 410.3208 - logcount_predictions_loss: 0.4254 2018/2080 [============================>.] - ETA: 19s - loss: 419.6795 - logits_profile_predictions_loss: 410.3207 - logcount_predictions_loss: 0.4254 2019/2080 [============================>.] - ETA: 18s - loss: 419.6794 - logits_profile_predictions_loss: 410.3205 - logcount_predictions_loss: 0.4254 2020/2080 [============================>.] - ETA: 18s - loss: 419.6794 - logits_profile_predictions_loss: 410.3204 - logcount_predictions_loss: 0.4254 2021/2080 [============================>.] - ETA: 18s - loss: 419.6793 - logits_profile_predictions_loss: 410.3203 - logcount_predictions_loss: 0.4254 2022/2080 [============================>.] - ETA: 17s - loss: 419.6793 - logits_profile_predictions_loss: 410.3202 - logcount_predictions_loss: 0.4254 2023/2080 [============================>.] - ETA: 17s - loss: 419.6792 - logits_profile_predictions_loss: 410.3201 - logcount_predictions_loss: 0.4254 2024/2080 [============================>.] - ETA: 17s - loss: 419.6792 - logits_profile_predictions_loss: 410.3199 - logcount_predictions_loss: 0.4254 2025/2080 [============================>.] - ETA: 17s - loss: 419.6791 - logits_profile_predictions_loss: 410.3198 - logcount_predictions_loss: 0.4254 2026/2080 [============================>.] - ETA: 16s - loss: 419.6791 - logits_profile_predictions_loss: 410.3197 - logcount_predictions_loss: 0.4254 2027/2080 [============================>.] - ETA: 16s - loss: 419.6790 - logits_profile_predictions_loss: 410.3196 - logcount_predictions_loss: 0.4254 2028/2080 [============================>.] - ETA: 16s - loss: 419.6790 - logits_profile_predictions_loss: 410.3194 - logcount_predictions_loss: 0.4254 2029/2080 [============================>.] - ETA: 15s - loss: 419.6789 - logits_profile_predictions_loss: 410.3193 - logcount_predictions_loss: 0.4254 2030/2080 [============================>.] - ETA: 15s - loss: 419.6789 - logits_profile_predictions_loss: 410.3192 - logcount_predictions_loss: 0.4254 2031/2080 [============================>.] - ETA: 15s - loss: 419.6789 - logits_profile_predictions_loss: 410.3191 - logcount_predictions_loss: 0.4254 2032/2080 [============================>.] - ETA: 14s - loss: 419.6788 - logits_profile_predictions_loss: 410.3190 - logcount_predictions_loss: 0.4254 2033/2080 [============================>.] - ETA: 14s - loss: 419.6788 - logits_profile_predictions_loss: 410.3189 - logcount_predictions_loss: 0.4254 2034/2080 [============================>.] - ETA: 14s - loss: 419.6788 - logits_profile_predictions_loss: 410.3188 - logcount_predictions_loss: 0.4254 2035/2080 [============================>.] - ETA: 13s - loss: 419.6788 - logits_profile_predictions_loss: 410.3187 - logcount_predictions_loss: 0.4254 2036/2080 [============================>.] - ETA: 13s - loss: 419.6787 - logits_profile_predictions_loss: 410.3186 - logcount_predictions_loss: 0.4255 2037/2080 [============================>.] - ETA: 13s - loss: 419.6787 - logits_profile_predictions_loss: 410.3185 - logcount_predictions_loss: 0.4255 2038/2080 [============================>.] - ETA: 12s - loss: 419.6787 - logits_profile_predictions_loss: 410.3184 - logcount_predictions_loss: 0.4255 2039/2080 [============================>.] - ETA: 12s - loss: 419.6787 - logits_profile_predictions_loss: 410.3183 - logcount_predictions_loss: 0.4255 2040/2080 [============================>.] - ETA: 12s - loss: 419.6787 - logits_profile_predictions_loss: 410.3182 - logcount_predictions_loss: 0.4255 2041/2080 [============================>.] - ETA: 12s - loss: 419.6787 - logits_profile_predictions_loss: 410.3182 - logcount_predictions_loss: 0.4255 2042/2080 [============================>.] - ETA: 11s - loss: 419.6787 - logits_profile_predictions_loss: 410.3181 - logcount_predictions_loss: 0.4255 2043/2080 [============================>.] - ETA: 11s - loss: 419.6787 - logits_profile_predictions_loss: 410.3180 - logcount_predictions_loss: 0.4255 2044/2080 [============================>.] - ETA: 11s - loss: 419.6787 - logits_profile_predictions_loss: 410.3180 - logcount_predictions_loss: 0.4255 2045/2080 [============================>.] - ETA: 10s - loss: 419.6787 - logits_profile_predictions_loss: 410.3179 - logcount_predictions_loss: 0.4255 2046/2080 [============================>.] - ETA: 10s - loss: 419.6787 - logits_profile_predictions_loss: 410.3178 - logcount_predictions_loss: 0.4255 2047/2080 [============================>.] - ETA: 10s - loss: 419.6787 - logits_profile_predictions_loss: 410.3178 - logcount_predictions_loss: 0.4255 2048/2080 [============================>.] - ETA: 9s - loss: 419.6787 - logits_profile_predictions_loss: 410.3177 - logcount_predictions_loss: 0.4255  2049/2080 [============================>.] - ETA: 9s - loss: 419.6788 - logits_profile_predictions_loss: 410.3177 - logcount_predictions_loss: 0.4255 2050/2080 [============================>.] - ETA: 9s - loss: 419.6788 - logits_profile_predictions_loss: 410.3176 - logcount_predictions_loss: 0.4255 2051/2080 [============================>.] - ETA: 8s - loss: 419.6788 - logits_profile_predictions_loss: 410.3176 - logcount_predictions_loss: 0.4255 2052/2080 [============================>.] - ETA: 8s - loss: 419.6788 - logits_profile_predictions_loss: 410.3175 - logcount_predictions_loss: 0.4255 2053/2080 [============================>.] - ETA: 8s - loss: 419.6789 - logits_profile_predictions_loss: 410.3175 - logcount_predictions_loss: 0.4255 2054/2080 [============================>.] - ETA: 8s - loss: 419.6789 - logits_profile_predictions_loss: 410.3174 - logcount_predictions_loss: 0.4255 2055/2080 [============================>.] - ETA: 7s - loss: 419.6789 - logits_profile_predictions_loss: 410.3174 - logcount_predictions_loss: 0.4255 2056/2080 [============================>.] - ETA: 7s - loss: 419.6789 - logits_profile_predictions_loss: 410.3173 - logcount_predictions_loss: 0.4255 2057/2080 [============================>.] - ETA: 7s - loss: 419.6789 - logits_profile_predictions_loss: 410.3173 - logcount_predictions_loss: 0.4255 2058/2080 [============================>.] - ETA: 6s - loss: 419.6789 - logits_profile_predictions_loss: 410.3172 - logcount_predictions_loss: 0.4255 2059/2080 [============================>.] - ETA: 6s - loss: 419.6789 - logits_profile_predictions_loss: 410.3171 - logcount_predictions_loss: 0.4255 2060/2080 [============================>.] - ETA: 6s - loss: 419.6789 - logits_profile_predictions_loss: 410.3171 - logcount_predictions_loss: 0.4255 2061/2080 [============================>.] - ETA: 5s - loss: 419.6789 - logits_profile_predictions_loss: 410.3170 - logcount_predictions_loss: 0.4255 2062/2080 [============================>.] - ETA: 5s - loss: 419.6789 - logits_profile_predictions_loss: 410.3169 - logcount_predictions_loss: 0.4255 2063/2080 [============================>.] - ETA: 5s - loss: 419.6789 - logits_profile_predictions_loss: 410.3169 - logcount_predictions_loss: 0.4255 2064/2080 [============================>.] - ETA: 4s - loss: 419.6790 - logits_profile_predictions_loss: 410.3168 - logcount_predictions_loss: 0.4255 2065/2080 [============================>.] - ETA: 4s - loss: 419.6790 - logits_profile_predictions_loss: 410.3168 - logcount_predictions_loss: 0.4255 2066/2080 [============================>.] - ETA: 4s - loss: 419.6790 - logits_profile_predictions_loss: 410.3167 - logcount_predictions_loss: 0.4255 2067/2080 [============================>.] - ETA: 4s - loss: 419.6790 - logits_profile_predictions_loss: 410.3167 - logcount_predictions_loss: 0.4256 2068/2080 [============================>.] - ETA: 3s - loss: 419.6790 - logits_profile_predictions_loss: 410.3166 - logcount_predictions_loss: 0.4256 2069/2080 [============================>.] - ETA: 3s - loss: 419.6790 - logits_profile_predictions_loss: 410.3166 - logcount_predictions_loss: 0.4256 2070/2080 [============================>.] - ETA: 3s - loss: 419.6790 - logits_profile_predictions_loss: 410.3165 - logcount_predictions_loss: 0.4256 2071/2080 [============================>.] - ETA: 2s - loss: 419.6790 - logits_profile_predictions_loss: 410.3164 - logcount_predictions_loss: 0.4256 2072/2080 [============================>.] - ETA: 2s - loss: 419.6790 - logits_profile_predictions_loss: 410.3163 - logcount_predictions_loss: 0.4256 2073/2080 [============================>.] - ETA: 2s - loss: 419.6790 - logits_profile_predictions_loss: 410.3163 - logcount_predictions_loss: 0.4256 2074/2080 [============================>.] - ETA: 1s - loss: 419.6790 - logits_profile_predictions_loss: 410.3162 - logcount_predictions_loss: 0.4256 2075/2080 [============================>.] - ETA: 1s - loss: 419.6790 - logits_profile_predictions_loss: 410.3161 - logcount_predictions_loss: 0.4256 2076/2080 [============================>.] - ETA: 1s - loss: 419.6790 - logits_profile_predictions_loss: 410.3161 - logcount_predictions_loss: 0.4256 2077/2080 [============================>.] - ETA: 0s - loss: 419.6790 - logits_profile_predictions_loss: 410.3160 - logcount_predictions_loss: 0.4256 2078/2080 [============================>.] - ETA: 0s - loss: 419.6790 - logits_profile_predictions_loss: 410.3159 - logcount_predictions_loss: 0.4256 2079/2080 [============================>.] - ETA: 0s - loss: 419.6790 - logits_profile_predictions_loss: 410.3159 - logcount_predictions_loss: 0.4256 2080/2080 [==============================] - ETA: 0s - loss: 419.6790 - logits_profile_predictions_loss: 410.3158 - logcount_predictions_loss: 0.4256 2080/2080 [==============================] - 678s 326ms/step - loss: 419.6790 - logits_profile_predictions_loss: 410.3157 - logcount_predictions_loss: 0.4256 - val_loss: 492.7849 - val_logits_profile_predictions_loss: 480.0427 - val_logcount_predictions_loss: 0.5792 Epoch 00010: val_loss did not improve from 491.45398 Epoch 11/50 1/2080 [..............................] - ETA: 11:04 - loss: 387.3362 - logits_profile_predictions_loss: 378.4559 - logcount_predictions_loss: 0.4037 2/2080 [..............................] - ETA: 10:36 - loss: 406.5216 - logits_profile_predictions_loss: 398.6773 - logcount_predictions_loss: 0.3566 3/2080 [..............................] - ETA: 10:35 - loss: 414.4035 - logits_profile_predictions_loss: 406.6473 - logcount_predictions_loss: 0.3526 4/2080 [..............................] - ETA: 10:37 - loss: 418.0313 - logits_profile_predictions_loss: 410.2447 - logcount_predictions_loss: 0.3539 5/2080 [..............................] - ETA: 10:37 - loss: 419.5590 - logits_profile_predictions_loss: 411.7746 - logcount_predictions_loss: 0.3538 6/2080 [..............................] - ETA: 10:37 - loss: 419.4143 - logits_profile_predictions_loss: 411.6447 - logcount_predictions_loss: 0.3532 7/2080 [..............................] - ETA: 10:36 - loss: 418.8293 - logits_profile_predictions_loss: 411.0928 - logcount_predictions_loss: 0.3517 8/2080 [..............................] - ETA: 10:36 - loss: 418.2737 - logits_profile_predictions_loss: 410.4995 - logcount_predictions_loss: 0.3534 9/2080 [..............................] - ETA: 10:36 - loss: 417.5208 - logits_profile_predictions_loss: 409.7205 - logcount_predictions_loss: 0.3546 10/2080 [..............................] - ETA: 10:36 - loss: 417.6257 - logits_profile_predictions_loss: 409.7909 - logcount_predictions_loss: 0.3561 11/2080 [..............................] - ETA: 10:36 - loss: 417.6202 - logits_profile_predictions_loss: 409.7663 - logcount_predictions_loss: 0.3570 12/2080 [..............................] - ETA: 10:35 - loss: 417.2500 - logits_profile_predictions_loss: 409.3919 - logcount_predictions_loss: 0.3572 13/2080 [..............................] - ETA: 10:35 - loss: 416.8465 - logits_profile_predictions_loss: 408.9878 - logcount_predictions_loss: 0.3572 14/2080 [..............................] - ETA: 10:35 - loss: 416.7156 - logits_profile_predictions_loss: 408.8530 - logcount_predictions_loss: 0.3574 15/2080 [..............................] - ETA: 10:34 - loss: 416.5244 - logits_profile_predictions_loss: 408.6567 - logcount_predictions_loss: 0.3576 16/2080 [..............................] - ETA: 10:34 - loss: 416.3378 - logits_profile_predictions_loss: 408.4685 - logcount_predictions_loss: 0.3577 17/2080 [..............................] - ETA: 10:34 - loss: 416.2247 - logits_profile_predictions_loss: 408.3504 - logcount_predictions_loss: 0.3579 18/2080 [..............................] - ETA: 10:34 - loss: 416.0827 - logits_profile_predictions_loss: 408.1987 - logcount_predictions_loss: 0.3584 19/2080 [..............................] - ETA: 10:33 - loss: 416.1194 - logits_profile_predictions_loss: 408.2249 - logcount_predictions_loss: 0.3588 20/2080 [..............................] - ETA: 10:33 - loss: 416.0495 - logits_profile_predictions_loss: 408.1473 - logcount_predictions_loss: 0.3592 21/2080 [..............................] - ETA: 10:33 - loss: 416.0738 - logits_profile_predictions_loss: 408.1623 - logcount_predictions_loss: 0.3596 22/2080 [..............................] - ETA: 10:33 - loss: 416.0618 - logits_profile_predictions_loss: 408.1487 - logcount_predictions_loss: 0.3597 23/2080 [..............................] - ETA: 10:32 - loss: 416.0061 - logits_profile_predictions_loss: 408.0972 - logcount_predictions_loss: 0.3595 24/2080 [..............................] - ETA: 10:32 - loss: 415.9959 - logits_profile_predictions_loss: 408.0924 - logcount_predictions_loss: 0.3593 25/2080 [..............................] - ETA: 10:32 - loss: 415.9152 - logits_profile_predictions_loss: 408.0172 - logcount_predictions_loss: 0.3590 26/2080 [..............................] - ETA: 10:32 - loss: 415.8252 - logits_profile_predictions_loss: 407.9263 - logcount_predictions_loss: 0.3590 27/2080 [..............................] - ETA: 10:31 - loss: 415.6633 - logits_profile_predictions_loss: 407.7629 - logcount_predictions_loss: 0.3591 28/2080 [..............................] - ETA: 10:31 - loss: 415.4744 - logits_profile_predictions_loss: 407.5697 - logcount_predictions_loss: 0.3593 29/2080 [..............................] - ETA: 10:31 - loss: 415.2231 - logits_profile_predictions_loss: 407.3138 - logcount_predictions_loss: 0.3595 30/2080 [..............................] - ETA: 10:31 - loss: 415.0111 - logits_profile_predictions_loss: 407.0934 - logcount_predictions_loss: 0.3599 31/2080 [..............................] - ETA: 10:30 - loss: 414.7633 - logits_profile_predictions_loss: 406.8364 - logcount_predictions_loss: 0.3603 32/2080 [..............................] - ETA: 10:30 - loss: 414.5102 - logits_profile_predictions_loss: 406.5752 - logcount_predictions_loss: 0.3607 33/2080 [..............................] - ETA: 10:30 - loss: 414.2741 - logits_profile_predictions_loss: 406.3306 - logcount_predictions_loss: 0.3611 34/2080 [..............................] - ETA: 10:29 - loss: 414.0804 - logits_profile_predictions_loss: 406.1277 - logcount_predictions_loss: 0.3615 35/2080 [..............................] - ETA: 10:29 - loss: 413.8827 - logits_profile_predictions_loss: 405.9226 - logcount_predictions_loss: 0.3618 36/2080 [..............................] - ETA: 10:29 - loss: 413.6669 - logits_profile_predictions_loss: 405.7003 - logcount_predictions_loss: 0.3621 37/2080 [..............................] - ETA: 10:29 - loss: 413.4772 - logits_profile_predictions_loss: 405.5045 - logcount_predictions_loss: 0.3624 38/2080 [..............................] - ETA: 10:28 - loss: 413.3148 - logits_profile_predictions_loss: 405.3378 - logcount_predictions_loss: 0.3626 39/2080 [..............................] - ETA: 10:28 - loss: 413.1598 - logits_profile_predictions_loss: 405.1785 - logcount_predictions_loss: 0.3628 40/2080 [..............................] - ETA: 10:28 - loss: 413.0249 - logits_profile_predictions_loss: 405.0387 - logcount_predictions_loss: 0.3630 41/2080 [..............................] - ETA: 10:27 - loss: 412.9046 - logits_profile_predictions_loss: 404.9141 - logcount_predictions_loss: 0.3632 42/2080 [..............................] - ETA: 10:27 - loss: 412.8153 - 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[============================>.] - ETA: 21s - loss: 412.6953 - logits_profile_predictions_loss: 404.7043 - logcount_predictions_loss: 0.3632 2013/2080 [============================>.] - ETA: 20s - loss: 412.6952 - logits_profile_predictions_loss: 404.7043 - logcount_predictions_loss: 0.3632 2014/2080 [============================>.] - ETA: 20s - loss: 412.6950 - logits_profile_predictions_loss: 404.7042 - logcount_predictions_loss: 0.3632 2015/2080 [============================>.] - ETA: 20s - loss: 412.6949 - logits_profile_predictions_loss: 404.7042 - logcount_predictions_loss: 0.3632 2016/2080 [============================>.] - ETA: 19s - loss: 412.6947 - logits_profile_predictions_loss: 404.7041 - logcount_predictions_loss: 0.3632 2017/2080 [============================>.] - ETA: 19s - loss: 412.6946 - logits_profile_predictions_loss: 404.7041 - logcount_predictions_loss: 0.3632 2018/2080 [============================>.] - ETA: 19s - loss: 412.6945 - 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[============================>.] - ETA: 17s - loss: 412.6934 - logits_profile_predictions_loss: 404.7037 - logcount_predictions_loss: 0.3632 2026/2080 [============================>.] - ETA: 16s - loss: 412.6933 - logits_profile_predictions_loss: 404.7037 - logcount_predictions_loss: 0.3632 2027/2080 [============================>.] - ETA: 16s - loss: 412.6932 - logits_profile_predictions_loss: 404.7036 - logcount_predictions_loss: 0.3632 2028/2080 [============================>.] - ETA: 16s - loss: 412.6930 - logits_profile_predictions_loss: 404.7036 - logcount_predictions_loss: 0.3632 2029/2080 [============================>.] - ETA: 15s - loss: 412.6929 - logits_profile_predictions_loss: 404.7036 - logcount_predictions_loss: 0.3631 2030/2080 [============================>.] - ETA: 15s - loss: 412.6928 - logits_profile_predictions_loss: 404.7035 - logcount_predictions_loss: 0.3631 2031/2080 [============================>.] - ETA: 15s - loss: 412.6927 - 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[============================>.] - ETA: 12s - loss: 412.6917 - logits_profile_predictions_loss: 404.7032 - logcount_predictions_loss: 0.3631 2039/2080 [============================>.] - ETA: 12s - loss: 412.6915 - logits_profile_predictions_loss: 404.7032 - logcount_predictions_loss: 0.3631 2040/2080 [============================>.] - ETA: 12s - loss: 412.6914 - logits_profile_predictions_loss: 404.7031 - logcount_predictions_loss: 0.3631 2041/2080 [============================>.] - ETA: 12s - loss: 412.6912 - logits_profile_predictions_loss: 404.7031 - logcount_predictions_loss: 0.3631 2042/2080 [============================>.] - ETA: 11s - loss: 412.6911 - logits_profile_predictions_loss: 404.7030 - logcount_predictions_loss: 0.3631 2043/2080 [============================>.] - ETA: 11s - loss: 412.6909 - logits_profile_predictions_loss: 404.7030 - logcount_predictions_loss: 0.3631 2044/2080 [============================>.] - ETA: 11s - loss: 412.6908 - 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2071/2080 [============================>.] - ETA: 2s - loss: 412.6874 - logits_profile_predictions_loss: 404.7021 - logcount_predictions_loss: 0.3630 2072/2080 [============================>.] - ETA: 2s - loss: 412.6873 - logits_profile_predictions_loss: 404.7021 - logcount_predictions_loss: 0.3630 2073/2080 [============================>.] - ETA: 2s - loss: 412.6872 - logits_profile_predictions_loss: 404.7020 - logcount_predictions_loss: 0.3630 2074/2080 [============================>.] - ETA: 1s - loss: 412.6870 - logits_profile_predictions_loss: 404.7020 - logcount_predictions_loss: 0.3629 2075/2080 [============================>.] - ETA: 1s - loss: 412.6869 - logits_profile_predictions_loss: 404.7020 - logcount_predictions_loss: 0.3629 2076/2080 [============================>.] - ETA: 1s - loss: 412.6868 - logits_profile_predictions_loss: 404.7019 - logcount_predictions_loss: 0.3629 2077/2080 [============================>.] - ETA: 0s - loss: 412.6866 - logits_profile_predictions_loss: 404.7019 - logcount_predictions_loss: 0.3629 2078/2080 [============================>.] - ETA: 0s - loss: 412.6865 - logits_profile_predictions_loss: 404.7019 - logcount_predictions_loss: 0.3629 2079/2080 [============================>.] - ETA: 0s - loss: 412.6864 - logits_profile_predictions_loss: 404.7018 - logcount_predictions_loss: 0.3629 2080/2080 [==============================] - ETA: 0s - loss: 412.6862 - logits_profile_predictions_loss: 404.7018 - logcount_predictions_loss: 0.3629 2080/2080 [==============================] - 679s 326ms/step - loss: 412.6861 - logits_profile_predictions_loss: 404.7018 - logcount_predictions_loss: 0.3629 - val_loss: 490.6121 - val_logits_profile_predictions_loss: 477.6623 - val_logcount_predictions_loss: 0.5886 Epoch 00011: val_loss improved from 491.45398 to 490.61206, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR040DJK//chrombpnet_model_feb15_fold_1/chrombpnet.h5 Epoch 12/50 1/2080 [..............................] - ETA: 10:58 - loss: 403.3159 - logits_profile_predictions_loss: 399.1183 - logcount_predictions_loss: 0.1908 2/2080 [..............................] - ETA: 10:35 - loss: 403.9515 - logits_profile_predictions_loss: 399.1795 - logcount_predictions_loss: 0.2169 3/2080 [..............................] - ETA: 10:35 - loss: 408.0575 - logits_profile_predictions_loss: 403.0013 - logcount_predictions_loss: 0.2298 4/2080 [..............................] - ETA: 10:37 - loss: 409.2014 - logits_profile_predictions_loss: 403.9442 - logcount_predictions_loss: 0.2390 5/2080 [..............................] - ETA: 10:36 - loss: 408.7288 - logits_profile_predictions_loss: 403.4178 - logcount_predictions_loss: 0.2414 6/2080 [..............................] - ETA: 10:36 - loss: 408.3956 - logits_profile_predictions_loss: 403.0240 - logcount_predictions_loss: 0.2442 7/2080 [..............................] - ETA: 10:36 - loss: 407.1100 - logits_profile_predictions_loss: 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[===========================>..] - ETA: 25s - loss: 409.1891 - logits_profile_predictions_loss: 402.2762 - logcount_predictions_loss: 0.3142 1998/2080 [===========================>..] - ETA: 25s - loss: 409.1890 - logits_profile_predictions_loss: 402.2761 - logcount_predictions_loss: 0.3142 1999/2080 [===========================>..] - ETA: 25s - loss: 409.1889 - logits_profile_predictions_loss: 402.2761 - logcount_predictions_loss: 0.3142 2000/2080 [===========================>..] - ETA: 24s - loss: 409.1888 - logits_profile_predictions_loss: 402.2760 - logcount_predictions_loss: 0.3142 2001/2080 [===========================>..] - ETA: 24s - loss: 409.1888 - logits_profile_predictions_loss: 402.2759 - logcount_predictions_loss: 0.3142 2002/2080 [===========================>..] - ETA: 24s - loss: 409.1887 - logits_profile_predictions_loss: 402.2759 - logcount_predictions_loss: 0.3142 2003/2080 [===========================>..] - ETA: 23s - loss: 409.1886 - logits_profile_predictions_loss: 402.2758 - logcount_predictions_loss: 0.3142 2004/2080 [===========================>..] - ETA: 23s - loss: 409.1886 - logits_profile_predictions_loss: 402.2758 - logcount_predictions_loss: 0.3142 2005/2080 [===========================>..] - ETA: 23s - loss: 409.1885 - logits_profile_predictions_loss: 402.2757 - logcount_predictions_loss: 0.3142 2006/2080 [===========================>..] - ETA: 22s - loss: 409.1884 - logits_profile_predictions_loss: 402.2757 - logcount_predictions_loss: 0.3142 2007/2080 [===========================>..] - ETA: 22s - loss: 409.1883 - logits_profile_predictions_loss: 402.2756 - logcount_predictions_loss: 0.3142 2008/2080 [===========================>..] - ETA: 22s - loss: 409.1883 - logits_profile_predictions_loss: 402.2756 - logcount_predictions_loss: 0.3142 2009/2080 [===========================>..] - ETA: 21s - loss: 409.1882 - logits_profile_predictions_loss: 402.2755 - logcount_predictions_loss: 0.3142 2010/2080 [===========================>..] - ETA: 21s - loss: 409.1881 - logits_profile_predictions_loss: 402.2754 - logcount_predictions_loss: 0.3142 2011/2080 [============================>.] - ETA: 21s - loss: 409.1881 - logits_profile_predictions_loss: 402.2754 - logcount_predictions_loss: 0.3142 2012/2080 [============================>.] - ETA: 21s - loss: 409.1880 - logits_profile_predictions_loss: 402.2753 - logcount_predictions_loss: 0.3142 2013/2080 [============================>.] - ETA: 20s - loss: 409.1879 - logits_profile_predictions_loss: 402.2753 - logcount_predictions_loss: 0.3142 2014/2080 [============================>.] - ETA: 20s - loss: 409.1878 - logits_profile_predictions_loss: 402.2752 - logcount_predictions_loss: 0.3142 2015/2080 [============================>.] - ETA: 20s - loss: 409.1878 - logits_profile_predictions_loss: 402.2752 - logcount_predictions_loss: 0.3142 2016/2080 [============================>.] - ETA: 19s - loss: 409.1877 - logits_profile_predictions_loss: 402.2751 - logcount_predictions_loss: 0.3142 2017/2080 [============================>.] - ETA: 19s - loss: 409.1876 - logits_profile_predictions_loss: 402.2751 - logcount_predictions_loss: 0.3142 2018/2080 [============================>.] - ETA: 19s - loss: 409.1876 - logits_profile_predictions_loss: 402.2751 - logcount_predictions_loss: 0.3142 2019/2080 [============================>.] - ETA: 18s - loss: 409.1875 - logits_profile_predictions_loss: 402.2750 - logcount_predictions_loss: 0.3142 2020/2080 [============================>.] - ETA: 18s - loss: 409.1875 - logits_profile_predictions_loss: 402.2750 - logcount_predictions_loss: 0.3142 2021/2080 [============================>.] - ETA: 18s - loss: 409.1874 - logits_profile_predictions_loss: 402.2749 - logcount_predictions_loss: 0.3142 2022/2080 [============================>.] - ETA: 17s - loss: 409.1874 - logits_profile_predictions_loss: 402.2749 - logcount_predictions_loss: 0.3142 2023/2080 [============================>.] - ETA: 17s - loss: 409.1873 - logits_profile_predictions_loss: 402.2749 - logcount_predictions_loss: 0.3142 2024/2080 [============================>.] - ETA: 17s - loss: 409.1873 - logits_profile_predictions_loss: 402.2748 - logcount_predictions_loss: 0.3142 2025/2080 [============================>.] - ETA: 17s - loss: 409.1872 - logits_profile_predictions_loss: 402.2748 - logcount_predictions_loss: 0.3142 2026/2080 [============================>.] - ETA: 16s - loss: 409.1872 - logits_profile_predictions_loss: 402.2748 - logcount_predictions_loss: 0.3142 2027/2080 [============================>.] - ETA: 16s - loss: 409.1871 - logits_profile_predictions_loss: 402.2748 - logcount_predictions_loss: 0.3142 2028/2080 [============================>.] - ETA: 16s - loss: 409.1871 - logits_profile_predictions_loss: 402.2747 - logcount_predictions_loss: 0.3142 2029/2080 [============================>.] - ETA: 15s - loss: 409.1871 - logits_profile_predictions_loss: 402.2747 - logcount_predictions_loss: 0.3142 2030/2080 [============================>.] - ETA: 15s - loss: 409.1870 - logits_profile_predictions_loss: 402.2747 - logcount_predictions_loss: 0.3142 2031/2080 [============================>.] - ETA: 15s - loss: 409.1870 - logits_profile_predictions_loss: 402.2747 - logcount_predictions_loss: 0.3142 2032/2080 [============================>.] - ETA: 14s - loss: 409.1869 - logits_profile_predictions_loss: 402.2746 - logcount_predictions_loss: 0.3142 2033/2080 [============================>.] - ETA: 14s - loss: 409.1869 - logits_profile_predictions_loss: 402.2746 - logcount_predictions_loss: 0.3142 2034/2080 [============================>.] - ETA: 14s - loss: 409.1869 - logits_profile_predictions_loss: 402.2746 - logcount_predictions_loss: 0.3142 2035/2080 [============================>.] - ETA: 13s - loss: 409.1868 - logits_profile_predictions_loss: 402.2746 - logcount_predictions_loss: 0.3142 2036/2080 [============================>.] - ETA: 13s - loss: 409.1868 - logits_profile_predictions_loss: 402.2746 - logcount_predictions_loss: 0.3142 2037/2080 [============================>.] - ETA: 13s - loss: 409.1868 - logits_profile_predictions_loss: 402.2746 - logcount_predictions_loss: 0.3142 2038/2080 [============================>.] - ETA: 12s - loss: 409.1868 - logits_profile_predictions_loss: 402.2746 - logcount_predictions_loss: 0.3142 2039/2080 [============================>.] - ETA: 12s - loss: 409.1867 - logits_profile_predictions_loss: 402.2745 - logcount_predictions_loss: 0.3142 2040/2080 [============================>.] - ETA: 12s - loss: 409.1867 - logits_profile_predictions_loss: 402.2745 - logcount_predictions_loss: 0.3142 2041/2080 [============================>.] - ETA: 12s - loss: 409.1867 - logits_profile_predictions_loss: 402.2745 - logcount_predictions_loss: 0.3142 2042/2080 [============================>.] - ETA: 11s - loss: 409.1867 - logits_profile_predictions_loss: 402.2745 - logcount_predictions_loss: 0.3142 2043/2080 [============================>.] - ETA: 11s - loss: 409.1867 - logits_profile_predictions_loss: 402.2746 - logcount_predictions_loss: 0.3142 2044/2080 [============================>.] - ETA: 11s - loss: 409.1867 - logits_profile_predictions_loss: 402.2746 - logcount_predictions_loss: 0.3142 2045/2080 [============================>.] - ETA: 10s - loss: 409.1867 - logits_profile_predictions_loss: 402.2746 - logcount_predictions_loss: 0.3142 2046/2080 [============================>.] - ETA: 10s - loss: 409.1866 - logits_profile_predictions_loss: 402.2745 - logcount_predictions_loss: 0.3142 2047/2080 [============================>.] - ETA: 10s - loss: 409.1866 - logits_profile_predictions_loss: 402.2745 - logcount_predictions_loss: 0.3142 2048/2080 [============================>.] - ETA: 9s - loss: 409.1866 - logits_profile_predictions_loss: 402.2745 - logcount_predictions_loss: 0.3142  2049/2080 [============================>.] - ETA: 9s - loss: 409.1866 - logits_profile_predictions_loss: 402.2745 - logcount_predictions_loss: 0.3142 2050/2080 [============================>.] - ETA: 9s - loss: 409.1865 - logits_profile_predictions_loss: 402.2745 - logcount_predictions_loss: 0.3142 2051/2080 [============================>.] - ETA: 8s - loss: 409.1865 - logits_profile_predictions_loss: 402.2745 - logcount_predictions_loss: 0.3142 2052/2080 [============================>.] - ETA: 8s - loss: 409.1865 - logits_profile_predictions_loss: 402.2745 - logcount_predictions_loss: 0.3142 2053/2080 [============================>.] - ETA: 8s - loss: 409.1864 - logits_profile_predictions_loss: 402.2744 - logcount_predictions_loss: 0.3142 2054/2080 [============================>.] - ETA: 8s - loss: 409.1864 - logits_profile_predictions_loss: 402.2744 - logcount_predictions_loss: 0.3142 2055/2080 [============================>.] - ETA: 7s - loss: 409.1864 - logits_profile_predictions_loss: 402.2744 - logcount_predictions_loss: 0.3142 2056/2080 [============================>.] - ETA: 7s - loss: 409.1863 - logits_profile_predictions_loss: 402.2744 - logcount_predictions_loss: 0.3142 2057/2080 [============================>.] - ETA: 7s - loss: 409.1863 - logits_profile_predictions_loss: 402.2743 - logcount_predictions_loss: 0.3142 2058/2080 [============================>.] - ETA: 6s - loss: 409.1862 - logits_profile_predictions_loss: 402.2743 - logcount_predictions_loss: 0.3142 2059/2080 [============================>.] - ETA: 6s - loss: 409.1862 - logits_profile_predictions_loss: 402.2743 - logcount_predictions_loss: 0.3142 2060/2080 [============================>.] - ETA: 6s - loss: 409.1861 - logits_profile_predictions_loss: 402.2742 - logcount_predictions_loss: 0.3142 2061/2080 [============================>.] - ETA: 5s - loss: 409.1861 - logits_profile_predictions_loss: 402.2742 - logcount_predictions_loss: 0.3142 2062/2080 [============================>.] - ETA: 5s - loss: 409.1860 - logits_profile_predictions_loss: 402.2741 - logcount_predictions_loss: 0.3142 2063/2080 [============================>.] - ETA: 5s - loss: 409.1860 - logits_profile_predictions_loss: 402.2741 - logcount_predictions_loss: 0.3142 2064/2080 [============================>.] - ETA: 4s - loss: 409.1859 - logits_profile_predictions_loss: 402.2741 - logcount_predictions_loss: 0.3142 2065/2080 [============================>.] - ETA: 4s - loss: 409.1859 - logits_profile_predictions_loss: 402.2741 - logcount_predictions_loss: 0.3142 2066/2080 [============================>.] - ETA: 4s - loss: 409.1859 - logits_profile_predictions_loss: 402.2741 - logcount_predictions_loss: 0.3142 2067/2080 [============================>.] - ETA: 4s - loss: 409.1859 - logits_profile_predictions_loss: 402.2741 - logcount_predictions_loss: 0.3142 2068/2080 [============================>.] - ETA: 3s - loss: 409.1858 - logits_profile_predictions_loss: 402.2741 - logcount_predictions_loss: 0.3142 2069/2080 [============================>.] - ETA: 3s - loss: 409.1858 - logits_profile_predictions_loss: 402.2740 - logcount_predictions_loss: 0.3142 2070/2080 [============================>.] - ETA: 3s - loss: 409.1858 - logits_profile_predictions_loss: 402.2740 - logcount_predictions_loss: 0.3142 2071/2080 [============================>.] - ETA: 2s - loss: 409.1857 - logits_profile_predictions_loss: 402.2740 - logcount_predictions_loss: 0.3142 2072/2080 [============================>.] - ETA: 2s - loss: 409.1857 - logits_profile_predictions_loss: 402.2740 - logcount_predictions_loss: 0.3142 2073/2080 [============================>.] - ETA: 2s - loss: 409.1857 - logits_profile_predictions_loss: 402.2740 - logcount_predictions_loss: 0.3142 2074/2080 [============================>.] - ETA: 1s - loss: 409.1856 - logits_profile_predictions_loss: 402.2740 - logcount_predictions_loss: 0.3142 2075/2080 [============================>.] - ETA: 1s - loss: 409.1856 - logits_profile_predictions_loss: 402.2739 - logcount_predictions_loss: 0.3142 2076/2080 [============================>.] - ETA: 1s - loss: 409.1856 - logits_profile_predictions_loss: 402.2739 - logcount_predictions_loss: 0.3142 2077/2080 [============================>.] - ETA: 0s - loss: 409.1856 - logits_profile_predictions_loss: 402.2739 - logcount_predictions_loss: 0.3142 2078/2080 [============================>.] - ETA: 0s - loss: 409.1855 - logits_profile_predictions_loss: 402.2739 - logcount_predictions_loss: 0.3142 2079/2080 [============================>.] - ETA: 0s - loss: 409.1855 - logits_profile_predictions_loss: 402.2739 - logcount_predictions_loss: 0.3142 2080/2080 [==============================] - ETA: 0s - loss: 409.1855 - logits_profile_predictions_loss: 402.2739 - logcount_predictions_loss: 0.3142 2080/2080 [==============================] - 678s 326ms/step - loss: 409.1854 - logits_profile_predictions_loss: 402.2738 - logcount_predictions_loss: 0.3142 - val_loss: 491.4625 - val_logits_profile_predictions_loss: 478.3770 - val_logcount_predictions_loss: 0.5948 Epoch 00012: val_loss did not improve from 490.61206 Epoch 13/50 1/2080 [..............................] - ETA: 11:00 - loss: 417.9355 - logits_profile_predictions_loss: 410.2318 - logcount_predictions_loss: 0.3502 2/2080 [..............................] - ETA: 10:37 - loss: 428.0950 - logits_profile_predictions_loss: 421.2019 - logcount_predictions_loss: 0.3133 3/2080 [..............................] - ETA: 10:36 - loss: 425.4314 - logits_profile_predictions_loss: 418.9906 - logcount_predictions_loss: 0.2928 4/2080 [..............................] - ETA: 10:37 - loss: 425.0169 - logits_profile_predictions_loss: 418.7490 - logcount_predictions_loss: 0.2849 5/2080 [..............................] - ETA: 10:37 - loss: 423.2589 - logits_profile_predictions_loss: 417.1088 - logcount_predictions_loss: 0.2796 6/2080 [..............................] - ETA: 10:36 - loss: 420.9974 - logits_profile_predictions_loss: 414.8931 - logcount_predictions_loss: 0.2775 7/2080 [..............................] - ETA: 10:36 - loss: 419.1286 - logits_profile_predictions_loss: 413.0778 - logcount_predictions_loss: 0.2750 8/2080 [..............................] - ETA: 10:36 - loss: 417.7859 - logits_profile_predictions_loss: 411.7307 - logcount_predictions_loss: 0.2752 9/2080 [..............................] - ETA: 10:36 - loss: 417.1169 - logits_profile_predictions_loss: 411.0727 - logcount_predictions_loss: 0.2747 10/2080 [..............................] - ETA: 10:35 - loss: 416.8460 - logits_profile_predictions_loss: 410.8172 - logcount_predictions_loss: 0.2740 11/2080 [..............................] - ETA: 10:35 - loss: 416.5837 - logits_profile_predictions_loss: 410.5837 - logcount_predictions_loss: 0.2727 12/2080 [..............................] - ETA: 10:35 - loss: 416.6532 - logits_profile_predictions_loss: 410.6841 - logcount_predictions_loss: 0.2713 13/2080 [..............................] - ETA: 10:35 - loss: 416.4822 - logits_profile_predictions_loss: 410.5314 - logcount_predictions_loss: 0.2705 14/2080 [..............................] - ETA: 10:34 - loss: 416.1986 - logits_profile_predictions_loss: 410.2628 - logcount_predictions_loss: 0.2698 15/2080 [..............................] - ETA: 10:34 - loss: 415.8596 - logits_profile_predictions_loss: 409.9349 - logcount_predictions_loss: 0.2693 16/2080 [..............................] - ETA: 10:34 - loss: 415.5073 - logits_profile_predictions_loss: 409.5878 - logcount_predictions_loss: 0.2691 17/2080 [..............................] - ETA: 10:33 - loss: 415.1692 - logits_profile_predictions_loss: 409.2592 - logcount_predictions_loss: 0.2686 18/2080 [..............................] - ETA: 10:33 - loss: 414.9236 - logits_profile_predictions_loss: 409.0203 - logcount_predictions_loss: 0.2683 19/2080 [..............................] - ETA: 10:33 - loss: 414.7969 - logits_profile_predictions_loss: 408.9044 - logcount_predictions_loss: 0.2678 20/2080 [..............................] - ETA: 10:33 - loss: 414.6509 - logits_profile_predictions_loss: 408.7674 - logcount_predictions_loss: 0.2674 21/2080 [..............................] - ETA: 10:32 - loss: 414.6042 - logits_profile_predictions_loss: 408.7242 - logcount_predictions_loss: 0.2673 22/2080 [..............................] - ETA: 10:32 - loss: 414.5194 - logits_profile_predictions_loss: 408.6414 - logcount_predictions_loss: 0.2672 23/2080 [..............................] - ETA: 10:32 - loss: 414.4545 - logits_profile_predictions_loss: 408.5774 - logcount_predictions_loss: 0.2671 24/2080 [..............................] - ETA: 10:31 - loss: 414.4352 - logits_profile_predictions_loss: 408.5569 - logcount_predictions_loss: 0.2672 25/2080 [..............................] - ETA: 10:31 - loss: 414.3931 - logits_profile_predictions_loss: 408.5134 - logcount_predictions_loss: 0.2673 26/2080 [..............................] - ETA: 10:31 - loss: 414.3558 - logits_profile_predictions_loss: 408.4724 - logcount_predictions_loss: 0.2674 27/2080 [..............................] - ETA: 10:31 - loss: 414.3578 - logits_profile_predictions_loss: 408.4723 - logcount_predictions_loss: 0.2675 28/2080 [..............................] - ETA: 10:30 - loss: 414.3822 - logits_profile_predictions_loss: 408.4952 - logcount_predictions_loss: 0.2676 29/2080 [..............................] - ETA: 10:30 - loss: 414.4166 - logits_profile_predictions_loss: 408.5260 - logcount_predictions_loss: 0.2678 30/2080 [..............................] - ETA: 10:30 - loss: 414.4603 - logits_profile_predictions_loss: 408.5659 - logcount_predictions_loss: 0.2679 31/2080 [..............................] - ETA: 10:29 - loss: 414.4664 - logits_profile_predictions_loss: 408.5682 - logcount_predictions_loss: 0.2681 32/2080 [..............................] - ETA: 10:29 - loss: 414.4763 - logits_profile_predictions_loss: 408.5727 - logcount_predictions_loss: 0.2683 33/2080 [..............................] - ETA: 10:29 - loss: 414.4798 - logits_profile_predictions_loss: 408.5703 - logcount_predictions_loss: 0.2686 34/2080 [..............................] - ETA: 10:29 - loss: 414.4826 - logits_profile_predictions_loss: 408.5669 - logcount_predictions_loss: 0.2689 35/2080 [..............................] - ETA: 10:28 - loss: 414.4824 - logits_profile_predictions_loss: 408.5605 - logcount_predictions_loss: 0.2692 36/2080 [..............................] - ETA: 10:28 - loss: 414.4770 - logits_profile_predictions_loss: 408.5494 - logcount_predictions_loss: 0.2694 37/2080 [..............................] - ETA: 10:28 - loss: 414.4751 - logits_profile_predictions_loss: 408.5410 - logcount_predictions_loss: 0.2697 38/2080 [..............................] - ETA: 10:27 - loss: 414.4606 - logits_profile_predictions_loss: 408.5200 - logcount_predictions_loss: 0.2700 39/2080 [..............................] - ETA: 10:27 - loss: 414.4419 - logits_profile_predictions_loss: 408.4944 - logcount_predictions_loss: 0.2703 40/2080 [..............................] - ETA: 10:27 - loss: 414.4441 - logits_profile_predictions_loss: 408.4900 - logcount_predictions_loss: 0.2706 41/2080 [..............................] - ETA: 10:27 - loss: 414.4538 - logits_profile_predictions_loss: 408.4932 - logcount_predictions_loss: 0.2709 42/2080 [..............................] - ETA: 10:26 - loss: 414.4788 - logits_profile_predictions_loss: 408.5114 - logcount_predictions_loss: 0.2712 43/2080 [..............................] - ETA: 10:26 - loss: 414.5024 - logits_profile_predictions_loss: 408.5287 - logcount_predictions_loss: 0.2715 44/2080 [..............................] - ETA: 10:26 - loss: 414.4981 - logits_profile_predictions_loss: 408.5181 - logcount_predictions_loss: 0.2718 45/2080 [..............................] - ETA: 10:25 - loss: 414.5175 - logits_profile_predictions_loss: 408.5309 - logcount_predictions_loss: 0.2721 46/2080 [..............................] - ETA: 10:25 - loss: 414.5210 - logits_profile_predictions_loss: 408.5274 - logcount_predictions_loss: 0.2724 47/2080 [..............................] - ETA: 10:25 - loss: 414.5156 - logits_profile_predictions_loss: 408.5157 - logcount_predictions_loss: 0.2727 48/2080 [..............................] - ETA: 10:25 - loss: 414.4983 - logits_profile_predictions_loss: 408.4928 - logcount_predictions_loss: 0.2730 49/2080 [..............................] - ETA: 10:24 - loss: 414.4896 - logits_profile_predictions_loss: 408.4797 - logcount_predictions_loss: 0.2732 50/2080 [..............................] - ETA: 10:24 - loss: 414.4812 - logits_profile_predictions_loss: 408.4673 - logcount_predictions_loss: 0.2734 51/2080 [..............................] - ETA: 10:24 - loss: 414.4707 - logits_profile_predictions_loss: 408.4538 - logcount_predictions_loss: 0.2735 52/2080 [..............................] - ETA: 10:24 - loss: 414.4653 - logits_profile_predictions_loss: 408.4449 - logcount_predictions_loss: 0.2737 53/2080 [..............................] - ETA: 10:23 - loss: 414.4540 - logits_profile_predictions_loss: 408.4302 - logcount_predictions_loss: 0.2738 54/2080 [..............................] - ETA: 10:23 - loss: 414.4434 - logits_profile_predictions_loss: 408.4165 - logcount_predictions_loss: 0.2739 55/2080 [..............................] - ETA: 10:23 - loss: 414.4244 - logits_profile_predictions_loss: 408.3950 - logcount_predictions_loss: 0.2741 56/2080 [..............................] - ETA: 10:22 - loss: 414.4181 - logits_profile_predictions_loss: 408.3861 - logcount_predictions_loss: 0.2742 57/2080 [..............................] - ETA: 10:22 - loss: 414.4116 - logits_profile_predictions_loss: 408.3769 - logcount_predictions_loss: 0.2743 58/2080 [..............................] - ETA: 10:22 - loss: 414.3849 - 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[============================>.] - ETA: 20s - loss: 407.1045 - logits_profile_predictions_loss: 400.8548 - logcount_predictions_loss: 0.2841 2016/2080 [============================>.] - ETA: 19s - loss: 407.1044 - logits_profile_predictions_loss: 400.8547 - logcount_predictions_loss: 0.2841 2017/2080 [============================>.] - ETA: 19s - loss: 407.1043 - logits_profile_predictions_loss: 400.8546 - logcount_predictions_loss: 0.2841 2018/2080 [============================>.] - ETA: 19s - loss: 407.1042 - logits_profile_predictions_loss: 400.8545 - logcount_predictions_loss: 0.2841 2019/2080 [============================>.] - ETA: 18s - loss: 407.1041 - logits_profile_predictions_loss: 400.8544 - logcount_predictions_loss: 0.2841 2020/2080 [============================>.] - ETA: 18s - loss: 407.1039 - logits_profile_predictions_loss: 400.8543 - logcount_predictions_loss: 0.2841 2021/2080 [============================>.] - ETA: 18s - loss: 407.1038 - logits_profile_predictions_loss: 400.8542 - logcount_predictions_loss: 0.2841 2022/2080 [============================>.] - ETA: 17s - loss: 407.1037 - logits_profile_predictions_loss: 400.8541 - logcount_predictions_loss: 0.2841 2023/2080 [============================>.] - ETA: 17s - loss: 407.1036 - logits_profile_predictions_loss: 400.8540 - logcount_predictions_loss: 0.2841 2024/2080 [============================>.] - ETA: 17s - loss: 407.1036 - logits_profile_predictions_loss: 400.8539 - logcount_predictions_loss: 0.2841 2025/2080 [============================>.] - ETA: 17s - loss: 407.1035 - logits_profile_predictions_loss: 400.8538 - logcount_predictions_loss: 0.2841 2026/2080 [============================>.] - ETA: 16s - loss: 407.1034 - logits_profile_predictions_loss: 400.8538 - logcount_predictions_loss: 0.2841 2027/2080 [============================>.] - ETA: 16s - loss: 407.1033 - logits_profile_predictions_loss: 400.8537 - logcount_predictions_loss: 0.2841 2028/2080 [============================>.] - ETA: 16s - loss: 407.1032 - logits_profile_predictions_loss: 400.8536 - logcount_predictions_loss: 0.2841 2029/2080 [============================>.] - ETA: 15s - loss: 407.1031 - logits_profile_predictions_loss: 400.8535 - logcount_predictions_loss: 0.2841 2030/2080 [============================>.] - ETA: 15s - loss: 407.1030 - logits_profile_predictions_loss: 400.8534 - logcount_predictions_loss: 0.2841 2031/2080 [============================>.] - ETA: 15s - loss: 407.1029 - logits_profile_predictions_loss: 400.8533 - logcount_predictions_loss: 0.2841 2032/2080 [============================>.] - ETA: 14s - loss: 407.1028 - logits_profile_predictions_loss: 400.8532 - logcount_predictions_loss: 0.2841 2033/2080 [============================>.] - ETA: 14s - loss: 407.1027 - logits_profile_predictions_loss: 400.8531 - logcount_predictions_loss: 0.2841 2034/2080 [============================>.] - ETA: 14s - loss: 407.1026 - logits_profile_predictions_loss: 400.8530 - logcount_predictions_loss: 0.2841 2035/2080 [============================>.] - ETA: 13s - loss: 407.1025 - logits_profile_predictions_loss: 400.8529 - logcount_predictions_loss: 0.2841 2036/2080 [============================>.] - ETA: 13s - loss: 407.1024 - logits_profile_predictions_loss: 400.8528 - logcount_predictions_loss: 0.2841 2037/2080 [============================>.] - ETA: 13s - loss: 407.1023 - logits_profile_predictions_loss: 400.8527 - logcount_predictions_loss: 0.2841 2038/2080 [============================>.] - ETA: 12s - loss: 407.1022 - logits_profile_predictions_loss: 400.8526 - logcount_predictions_loss: 0.2841 2039/2080 [============================>.] - ETA: 12s - loss: 407.1022 - logits_profile_predictions_loss: 400.8526 - logcount_predictions_loss: 0.2841 2040/2080 [============================>.] - ETA: 12s - loss: 407.1021 - logits_profile_predictions_loss: 400.8525 - logcount_predictions_loss: 0.2841 2041/2080 [============================>.] - ETA: 12s - loss: 407.1020 - logits_profile_predictions_loss: 400.8524 - logcount_predictions_loss: 0.2841 2042/2080 [============================>.] - ETA: 11s - loss: 407.1019 - logits_profile_predictions_loss: 400.8523 - logcount_predictions_loss: 0.2841 2043/2080 [============================>.] - ETA: 11s - loss: 407.1019 - logits_profile_predictions_loss: 400.8523 - logcount_predictions_loss: 0.2841 2044/2080 [============================>.] - ETA: 11s - loss: 407.1018 - logits_profile_predictions_loss: 400.8522 - logcount_predictions_loss: 0.2841 2045/2080 [============================>.] - ETA: 10s - loss: 407.1017 - logits_profile_predictions_loss: 400.8521 - logcount_predictions_loss: 0.2841 2046/2080 [============================>.] - ETA: 10s - loss: 407.1017 - logits_profile_predictions_loss: 400.8521 - logcount_predictions_loss: 0.2841 2047/2080 [============================>.] - ETA: 10s - loss: 407.1016 - logits_profile_predictions_loss: 400.8520 - logcount_predictions_loss: 0.2841 2048/2080 [============================>.] - ETA: 9s - loss: 407.1015 - logits_profile_predictions_loss: 400.8519 - logcount_predictions_loss: 0.2841  2049/2080 [============================>.] - ETA: 9s - loss: 407.1015 - logits_profile_predictions_loss: 400.8519 - logcount_predictions_loss: 0.2841 2050/2080 [============================>.] - ETA: 9s - loss: 407.1014 - logits_profile_predictions_loss: 400.8518 - logcount_predictions_loss: 0.2841 2051/2080 [============================>.] - ETA: 8s - loss: 407.1013 - logits_profile_predictions_loss: 400.8517 - logcount_predictions_loss: 0.2841 2052/2080 [============================>.] - ETA: 8s - loss: 407.1012 - logits_profile_predictions_loss: 400.8517 - logcount_predictions_loss: 0.2841 2053/2080 [============================>.] - ETA: 8s - loss: 407.1011 - logits_profile_predictions_loss: 400.8516 - logcount_predictions_loss: 0.2841 2054/2080 [============================>.] - ETA: 8s - loss: 407.1011 - logits_profile_predictions_loss: 400.8515 - logcount_predictions_loss: 0.2841 2055/2080 [============================>.] - ETA: 7s - loss: 407.1010 - logits_profile_predictions_loss: 400.8514 - logcount_predictions_loss: 0.2841 2056/2080 [============================>.] - ETA: 7s - loss: 407.1009 - logits_profile_predictions_loss: 400.8513 - logcount_predictions_loss: 0.2841 2057/2080 [============================>.] - ETA: 7s - loss: 407.1008 - logits_profile_predictions_loss: 400.8512 - logcount_predictions_loss: 0.2841 2058/2080 [============================>.] - ETA: 6s - loss: 407.1007 - logits_profile_predictions_loss: 400.8511 - logcount_predictions_loss: 0.2841 2059/2080 [============================>.] - ETA: 6s - loss: 407.1006 - logits_profile_predictions_loss: 400.8511 - logcount_predictions_loss: 0.2841 2060/2080 [============================>.] - ETA: 6s - loss: 407.1005 - logits_profile_predictions_loss: 400.8510 - logcount_predictions_loss: 0.2841 2061/2080 [============================>.] - ETA: 5s - loss: 407.1004 - logits_profile_predictions_loss: 400.8509 - logcount_predictions_loss: 0.2841 2062/2080 [============================>.] - ETA: 5s - loss: 407.1003 - logits_profile_predictions_loss: 400.8508 - logcount_predictions_loss: 0.2841 2063/2080 [============================>.] - ETA: 5s - loss: 407.1002 - logits_profile_predictions_loss: 400.8507 - logcount_predictions_loss: 0.2841 2064/2080 [============================>.] - ETA: 4s - loss: 407.1001 - logits_profile_predictions_loss: 400.8506 - logcount_predictions_loss: 0.2841 2065/2080 [============================>.] - ETA: 4s - loss: 407.1000 - logits_profile_predictions_loss: 400.8505 - logcount_predictions_loss: 0.2841 2066/2080 [============================>.] - ETA: 4s - loss: 407.0999 - logits_profile_predictions_loss: 400.8504 - logcount_predictions_loss: 0.2841 2067/2080 [============================>.] - ETA: 4s - loss: 407.0998 - logits_profile_predictions_loss: 400.8503 - logcount_predictions_loss: 0.2841 2068/2080 [============================>.] - ETA: 3s - loss: 407.0997 - logits_profile_predictions_loss: 400.8502 - logcount_predictions_loss: 0.2841 2069/2080 [============================>.] - ETA: 3s - loss: 407.0997 - logits_profile_predictions_loss: 400.8502 - logcount_predictions_loss: 0.2841 2070/2080 [============================>.] - ETA: 3s - loss: 407.0996 - logits_profile_predictions_loss: 400.8501 - logcount_predictions_loss: 0.2841 2071/2080 [============================>.] - ETA: 2s - loss: 407.0995 - logits_profile_predictions_loss: 400.8500 - logcount_predictions_loss: 0.2841 2072/2080 [============================>.] - ETA: 2s - loss: 407.0994 - logits_profile_predictions_loss: 400.8499 - logcount_predictions_loss: 0.2841 2073/2080 [============================>.] - ETA: 2s - loss: 407.0993 - logits_profile_predictions_loss: 400.8498 - logcount_predictions_loss: 0.2841 2074/2080 [============================>.] - ETA: 1s - loss: 407.0992 - logits_profile_predictions_loss: 400.8498 - logcount_predictions_loss: 0.2841 2075/2080 [============================>.] - ETA: 1s - loss: 407.0992 - logits_profile_predictions_loss: 400.8497 - logcount_predictions_loss: 0.2841 2076/2080 [============================>.] - ETA: 1s - loss: 407.0991 - logits_profile_predictions_loss: 400.8496 - logcount_predictions_loss: 0.2841 2077/2080 [============================>.] - ETA: 0s - loss: 407.0990 - logits_profile_predictions_loss: 400.8495 - logcount_predictions_loss: 0.2841 2078/2080 [============================>.] - ETA: 0s - loss: 407.0989 - logits_profile_predictions_loss: 400.8494 - logcount_predictions_loss: 0.2841 2079/2080 [============================>.] - ETA: 0s - loss: 407.0988 - logits_profile_predictions_loss: 400.8493 - logcount_predictions_loss: 0.2841 2080/2080 [==============================] - ETA: 0s - loss: 407.0987 - logits_profile_predictions_loss: 400.8492 - logcount_predictions_loss: 0.2841 2080/2080 [==============================] - 678s 326ms/step - loss: 407.0986 - logits_profile_predictions_loss: 400.8491 - logcount_predictions_loss: 0.2841 - val_loss: 494.5084 - val_logits_profile_predictions_loss: 479.1632 - val_logcount_predictions_loss: 0.6975 Epoch 00013: val_loss did not improve from 490.61206 Epoch 14/50 1/2080 [..............................] - ETA: 10:56 - loss: 418.7208 - logits_profile_predictions_loss: 412.6713 - logcount_predictions_loss: 0.2750 2/2080 [..............................] - ETA: 10:37 - loss: 416.8996 - logits_profile_predictions_loss: 411.0331 - logcount_predictions_loss: 0.2667 3/2080 [..............................] - ETA: 10:36 - loss: 413.8110 - logits_profile_predictions_loss: 408.2473 - logcount_predictions_loss: 0.2529 4/2080 [..............................] - ETA: 10:38 - loss: 409.8858 - logits_profile_predictions_loss: 404.3301 - logcount_predictions_loss: 0.2525 5/2080 [..............................] - ETA: 10:37 - loss: 408.1526 - logits_profile_predictions_loss: 402.6663 - logcount_predictions_loss: 0.2494 6/2080 [..............................] - ETA: 10:37 - loss: 406.5576 - logits_profile_predictions_loss: 401.0690 - logcount_predictions_loss: 0.2495 7/2080 [..............................] - ETA: 10:37 - loss: 406.1634 - logits_profile_predictions_loss: 400.6722 - logcount_predictions_loss: 0.2496 8/2080 [..............................] - ETA: 10:37 - loss: 406.3793 - logits_profile_predictions_loss: 400.8503 - logcount_predictions_loss: 0.2513 9/2080 [..............................] - ETA: 10:36 - loss: 407.0178 - logits_profile_predictions_loss: 401.4653 - logcount_predictions_loss: 0.2524 10/2080 [..............................] - ETA: 10:36 - loss: 407.6828 - logits_profile_predictions_loss: 402.1241 - logcount_predictions_loss: 0.2527 11/2080 [..............................] - ETA: 10:35 - loss: 408.4376 - logits_profile_predictions_loss: 402.8818 - logcount_predictions_loss: 0.2525 12/2080 [..............................] - ETA: 10:35 - loss: 408.9148 - logits_profile_predictions_loss: 403.3614 - logcount_predictions_loss: 0.2524 13/2080 [..............................] - ETA: 10:35 - loss: 409.3924 - logits_profile_predictions_loss: 403.8296 - logcount_predictions_loss: 0.2529 14/2080 [..............................] - ETA: 10:34 - loss: 409.9037 - logits_profile_predictions_loss: 404.3364 - logcount_predictions_loss: 0.2531 15/2080 [..............................] - ETA: 10:34 - loss: 410.1835 - logits_profile_predictions_loss: 404.6113 - logcount_predictions_loss: 0.2533 16/2080 [..............................] - ETA: 10:34 - loss: 410.2937 - logits_profile_predictions_loss: 404.7174 - logcount_predictions_loss: 0.2535 17/2080 [..............................] - ETA: 10:34 - loss: 410.4475 - logits_profile_predictions_loss: 404.8671 - logcount_predictions_loss: 0.2537 18/2080 [..............................] - ETA: 10:33 - loss: 410.4864 - logits_profile_predictions_loss: 404.9069 - logcount_predictions_loss: 0.2536 19/2080 [..............................] - ETA: 10:33 - loss: 410.4376 - logits_profile_predictions_loss: 404.8606 - logcount_predictions_loss: 0.2535 20/2080 [..............................] - ETA: 10:33 - loss: 410.2741 - logits_profile_predictions_loss: 404.6941 - logcount_predictions_loss: 0.2536 21/2080 [..............................] - ETA: 10:32 - loss: 410.1187 - logits_profile_predictions_loss: 404.5354 - logcount_predictions_loss: 0.2538 22/2080 [..............................] - ETA: 10:32 - loss: 409.9289 - logits_profile_predictions_loss: 404.3370 - logcount_predictions_loss: 0.2542 23/2080 [..............................] - ETA: 10:32 - loss: 409.7086 - logits_profile_predictions_loss: 404.1117 - logcount_predictions_loss: 0.2544 24/2080 [..............................] - ETA: 10:32 - loss: 409.4340 - logits_profile_predictions_loss: 403.8330 - logcount_predictions_loss: 0.2546 25/2080 [..............................] - ETA: 10:31 - loss: 409.2181 - logits_profile_predictions_loss: 403.6156 - logcount_predictions_loss: 0.2547 26/2080 [..............................] - ETA: 10:31 - loss: 409.1131 - logits_profile_predictions_loss: 403.5082 - logcount_predictions_loss: 0.2548 27/2080 [..............................] - ETA: 10:31 - loss: 408.9844 - logits_profile_predictions_loss: 403.3788 - logcount_predictions_loss: 0.2548 28/2080 [..............................] - ETA: 10:30 - loss: 408.8261 - logits_profile_predictions_loss: 403.2175 - logcount_predictions_loss: 0.2549 29/2080 [..............................] - ETA: 10:30 - loss: 408.6650 - logits_profile_predictions_loss: 403.0525 - logcount_predictions_loss: 0.2551 30/2080 [..............................] - ETA: 10:30 - loss: 408.5527 - logits_profile_predictions_loss: 402.9364 - logcount_predictions_loss: 0.2553 31/2080 [..............................] - ETA: 10:30 - loss: 408.4269 - logits_profile_predictions_loss: 402.8078 - logcount_predictions_loss: 0.2554 32/2080 [..............................] - ETA: 10:29 - loss: 408.3091 - logits_profile_predictions_loss: 402.6889 - logcount_predictions_loss: 0.2555 33/2080 [..............................] - ETA: 10:29 - loss: 408.1812 - logits_profile_predictions_loss: 402.5587 - logcount_predictions_loss: 0.2556 34/2080 [..............................] - ETA: 10:29 - loss: 408.0558 - logits_profile_predictions_loss: 402.4319 - logcount_predictions_loss: 0.2556 35/2080 [..............................] - ETA: 10:28 - loss: 407.9332 - logits_profile_predictions_loss: 402.3087 - logcount_predictions_loss: 0.2557 36/2080 [..............................] - ETA: 10:28 - loss: 407.8369 - logits_profile_predictions_loss: 402.2131 - logcount_predictions_loss: 0.2556 37/2080 [..............................] - ETA: 10:28 - loss: 407.7672 - logits_profile_predictions_loss: 402.1446 - logcount_predictions_loss: 0.2556 38/2080 [..............................] - ETA: 10:28 - loss: 407.7021 - logits_profile_predictions_loss: 402.0784 - logcount_predictions_loss: 0.2556 39/2080 [..............................] - ETA: 10:27 - loss: 407.6350 - logits_profile_predictions_loss: 402.0103 - logcount_predictions_loss: 0.2557 40/2080 [..............................] - ETA: 10:27 - loss: 407.5656 - logits_profile_predictions_loss: 401.9402 - logcount_predictions_loss: 0.2557 41/2080 [..............................] - ETA: 10:27 - loss: 407.4779 - logits_profile_predictions_loss: 401.8524 - logcount_predictions_loss: 0.2557 42/2080 [..............................] - ETA: 10:26 - loss: 407.3750 - logits_profile_predictions_loss: 401.7503 - logcount_predictions_loss: 0.2557 43/2080 [..............................] - ETA: 10:26 - loss: 407.3135 - logits_profile_predictions_loss: 401.6880 - logcount_predictions_loss: 0.2557 44/2080 [..............................] - ETA: 10:26 - loss: 407.2472 - logits_profile_predictions_loss: 401.6206 - logcount_predictions_loss: 0.2558 45/2080 [..............................] - ETA: 10:26 - loss: 407.1807 - logits_profile_predictions_loss: 401.5530 - logcount_predictions_loss: 0.2558 46/2080 [..............................] - ETA: 10:25 - loss: 407.1154 - logits_profile_predictions_loss: 401.4866 - logcount_predictions_loss: 0.2559 47/2080 [..............................] - ETA: 10:25 - loss: 407.0810 - logits_profile_predictions_loss: 401.4523 - logcount_predictions_loss: 0.2558 48/2080 [..............................] - ETA: 10:25 - loss: 407.0726 - logits_profile_predictions_loss: 401.4441 - logcount_predictions_loss: 0.2558 49/2080 [..............................] - ETA: 10:25 - loss: 407.0453 - logits_profile_predictions_loss: 401.4175 - logcount_predictions_loss: 0.2558 50/2080 [..............................] - ETA: 10:24 - loss: 407.0331 - logits_profile_predictions_loss: 401.4063 - logcount_predictions_loss: 0.2558 51/2080 [..............................] - ETA: 10:24 - loss: 407.0279 - logits_profile_predictions_loss: 401.4019 - logcount_predictions_loss: 0.2557 52/2080 [..............................] - ETA: 10:24 - loss: 407.0258 - logits_profile_predictions_loss: 401.4006 - logcount_predictions_loss: 0.2557 53/2080 [..............................] - ETA: 10:23 - loss: 407.0178 - logits_profile_predictions_loss: 401.3930 - logcount_predictions_loss: 0.2557 54/2080 [..............................] - ETA: 10:23 - loss: 407.0090 - logits_profile_predictions_loss: 401.3852 - logcount_predictions_loss: 0.2556 55/2080 [..............................] - ETA: 10:23 - loss: 407.0009 - logits_profile_predictions_loss: 401.3784 - logcount_predictions_loss: 0.2556 56/2080 [..............................] - ETA: 10:23 - loss: 406.9865 - logits_profile_predictions_loss: 401.3654 - logcount_predictions_loss: 0.2555 57/2080 [..............................] - ETA: 10:22 - loss: 406.9772 - logits_profile_predictions_loss: 401.3578 - logcount_predictions_loss: 0.2554 58/2080 [..............................] - ETA: 10:22 - loss: 406.9617 - logits_profile_predictions_loss: 401.3439 - logcount_predictions_loss: 0.2554 59/2080 [..............................] - ETA: 10:22 - loss: 406.9480 - logits_profile_predictions_loss: 401.3317 - logcount_predictions_loss: 0.2553 60/2080 [..............................] - ETA: 10:21 - loss: 406.9436 - logits_profile_predictions_loss: 401.3285 - logcount_predictions_loss: 0.2552 61/2080 [..............................] - ETA: 10:21 - loss: 406.9300 - logits_profile_predictions_loss: 401.3158 - logcount_predictions_loss: 0.2552 62/2080 [..............................] - ETA: 10:21 - loss: 406.9214 - logits_profile_predictions_loss: 401.3072 - logcount_predictions_loss: 0.2552 63/2080 [..............................] - ETA: 10:21 - loss: 406.9060 - logits_profile_predictions_loss: 401.2920 - logcount_predictions_loss: 0.2552 64/2080 [..............................] - ETA: 10:20 - loss: 406.9013 - logits_profile_predictions_loss: 401.2864 - logcount_predictions_loss: 0.2552 65/2080 [..............................] - ETA: 10:20 - loss: 406.8982 - logits_profile_predictions_loss: 401.2828 - logcount_predictions_loss: 0.2552 66/2080 [..............................] - ETA: 10:20 - loss: 406.8901 - logits_profile_predictions_loss: 401.2744 - logcount_predictions_loss: 0.2553 67/2080 [..............................] - ETA: 10:19 - loss: 406.8762 - logits_profile_predictions_loss: 401.2609 - logcount_predictions_loss: 0.2552 68/2080 [..............................] - ETA: 10:19 - loss: 406.8668 - logits_profile_predictions_loss: 401.2520 - logcount_predictions_loss: 0.2552 69/2080 [..............................] - ETA: 10:19 - loss: 406.8532 - logits_profile_predictions_loss: 401.2391 - logcount_predictions_loss: 0.2552 70/2080 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[============================>.] - ETA: 18s - loss: 404.6626 - logits_profile_predictions_loss: 398.8834 - logcount_predictions_loss: 0.2627 2021/2080 [============================>.] - ETA: 18s - loss: 404.6630 - logits_profile_predictions_loss: 398.8837 - logcount_predictions_loss: 0.2627 2022/2080 [============================>.] - ETA: 17s - loss: 404.6633 - logits_profile_predictions_loss: 398.8841 - logcount_predictions_loss: 0.2627 2023/2080 [============================>.] - ETA: 17s - loss: 404.6637 - logits_profile_predictions_loss: 398.8844 - logcount_predictions_loss: 0.2627 2024/2080 [============================>.] - ETA: 17s - loss: 404.6640 - logits_profile_predictions_loss: 398.8847 - logcount_predictions_loss: 0.2627 2025/2080 [============================>.] - ETA: 17s - loss: 404.6644 - logits_profile_predictions_loss: 398.8851 - logcount_predictions_loss: 0.2627 2026/2080 [============================>.] - ETA: 16s - loss: 404.6647 - 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[============================>.] - ETA: 14s - loss: 404.6671 - logits_profile_predictions_loss: 398.8878 - logcount_predictions_loss: 0.2627 2034/2080 [============================>.] - ETA: 14s - loss: 404.6674 - logits_profile_predictions_loss: 398.8882 - logcount_predictions_loss: 0.2627 2035/2080 [============================>.] - ETA: 13s - loss: 404.6678 - logits_profile_predictions_loss: 398.8885 - logcount_predictions_loss: 0.2627 2036/2080 [============================>.] - ETA: 13s - loss: 404.6681 - logits_profile_predictions_loss: 398.8889 - logcount_predictions_loss: 0.2627 2037/2080 [============================>.] - ETA: 13s - loss: 404.6684 - logits_profile_predictions_loss: 398.8892 - logcount_predictions_loss: 0.2627 2038/2080 [============================>.] - ETA: 12s - loss: 404.6688 - logits_profile_predictions_loss: 398.8895 - logcount_predictions_loss: 0.2627 2039/2080 [============================>.] - ETA: 12s - loss: 404.6691 - logits_profile_predictions_loss: 398.8899 - logcount_predictions_loss: 0.2627 2040/2080 [============================>.] - ETA: 12s - loss: 404.6694 - logits_profile_predictions_loss: 398.8902 - logcount_predictions_loss: 0.2627 2041/2080 [============================>.] - ETA: 12s - loss: 404.6698 - logits_profile_predictions_loss: 398.8905 - logcount_predictions_loss: 0.2627 2042/2080 [============================>.] - ETA: 11s - loss: 404.6701 - logits_profile_predictions_loss: 398.8909 - logcount_predictions_loss: 0.2627 2043/2080 [============================>.] - ETA: 11s - loss: 404.6704 - logits_profile_predictions_loss: 398.8912 - logcount_predictions_loss: 0.2627 2044/2080 [============================>.] - ETA: 11s - loss: 404.6708 - logits_profile_predictions_loss: 398.8915 - logcount_predictions_loss: 0.2627 2045/2080 [============================>.] - ETA: 10s - loss: 404.6711 - logits_profile_predictions_loss: 398.8919 - logcount_predictions_loss: 0.2627 2046/2080 [============================>.] - ETA: 10s - loss: 404.6714 - logits_profile_predictions_loss: 398.8922 - logcount_predictions_loss: 0.2627 2047/2080 [============================>.] - ETA: 10s - loss: 404.6718 - logits_profile_predictions_loss: 398.8925 - logcount_predictions_loss: 0.2627 2048/2080 [============================>.] - ETA: 9s - loss: 404.6721 - logits_profile_predictions_loss: 398.8929 - logcount_predictions_loss: 0.2627  2049/2080 [============================>.] - ETA: 9s - loss: 404.6724 - logits_profile_predictions_loss: 398.8932 - logcount_predictions_loss: 0.2627 2050/2080 [============================>.] - ETA: 9s - loss: 404.6728 - logits_profile_predictions_loss: 398.8935 - logcount_predictions_loss: 0.2627 2051/2080 [============================>.] - ETA: 8s - loss: 404.6731 - logits_profile_predictions_loss: 398.8939 - logcount_predictions_loss: 0.2627 2052/2080 [============================>.] - ETA: 8s - loss: 404.6734 - logits_profile_predictions_loss: 398.8942 - logcount_predictions_loss: 0.2627 2053/2080 [============================>.] - ETA: 8s - loss: 404.6738 - logits_profile_predictions_loss: 398.8946 - logcount_predictions_loss: 0.2627 2054/2080 [============================>.] - ETA: 8s - loss: 404.6741 - logits_profile_predictions_loss: 398.8949 - logcount_predictions_loss: 0.2627 2055/2080 [============================>.] - ETA: 7s - loss: 404.6744 - logits_profile_predictions_loss: 398.8952 - logcount_predictions_loss: 0.2627 2056/2080 [============================>.] - ETA: 7s - loss: 404.6748 - logits_profile_predictions_loss: 398.8956 - logcount_predictions_loss: 0.2627 2057/2080 [============================>.] - ETA: 7s - loss: 404.6751 - logits_profile_predictions_loss: 398.8959 - logcount_predictions_loss: 0.2627 2058/2080 [============================>.] - ETA: 6s - loss: 404.6754 - logits_profile_predictions_loss: 398.8962 - logcount_predictions_loss: 0.2627 2059/2080 [============================>.] - ETA: 6s - 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2066/2080 [============================>.] - ETA: 4s - loss: 404.6779 - logits_profile_predictions_loss: 398.8987 - logcount_predictions_loss: 0.2627 2067/2080 [============================>.] - ETA: 4s - loss: 404.6782 - logits_profile_predictions_loss: 398.8990 - logcount_predictions_loss: 0.2627 2068/2080 [============================>.] - ETA: 3s - loss: 404.6785 - logits_profile_predictions_loss: 398.8993 - logcount_predictions_loss: 0.2627 2069/2080 [============================>.] - ETA: 3s - loss: 404.6788 - logits_profile_predictions_loss: 398.8996 - logcount_predictions_loss: 0.2627 2070/2080 [============================>.] - ETA: 3s - loss: 404.6791 - logits_profile_predictions_loss: 398.8999 - logcount_predictions_loss: 0.2627 2071/2080 [============================>.] - ETA: 2s - loss: 404.6794 - logits_profile_predictions_loss: 398.9002 - logcount_predictions_loss: 0.2627 2072/2080 [============================>.] - ETA: 2s - loss: 404.6797 - logits_profile_predictions_loss: 398.9005 - logcount_predictions_loss: 0.2627 2073/2080 [============================>.] - ETA: 2s - loss: 404.6800 - logits_profile_predictions_loss: 398.9008 - logcount_predictions_loss: 0.2627 2074/2080 [============================>.] - ETA: 1s - loss: 404.6803 - logits_profile_predictions_loss: 398.9011 - logcount_predictions_loss: 0.2627 2075/2080 [============================>.] - ETA: 1s - loss: 404.6806 - logits_profile_predictions_loss: 398.9014 - logcount_predictions_loss: 0.2627 2076/2080 [============================>.] - ETA: 1s - loss: 404.6808 - logits_profile_predictions_loss: 398.9017 - logcount_predictions_loss: 0.2627 2077/2080 [============================>.] - ETA: 0s - loss: 404.6811 - logits_profile_predictions_loss: 398.9020 - logcount_predictions_loss: 0.2627 2078/2080 [============================>.] - ETA: 0s - loss: 404.6815 - logits_profile_predictions_loss: 398.9023 - logcount_predictions_loss: 0.2627 2079/2080 [============================>.] - ETA: 0s - loss: 404.6818 - logits_profile_predictions_loss: 398.9026 - logcount_predictions_loss: 0.2627 2080/2080 [==============================] - ETA: 0s - loss: 404.6821 - logits_profile_predictions_loss: 398.9029 - logcount_predictions_loss: 0.2627 2080/2080 [==============================] - 678s 326ms/step - loss: 404.6824 - logits_profile_predictions_loss: 398.9032 - logcount_predictions_loss: 0.2627 - val_loss: 492.9553 - val_logits_profile_predictions_loss: 479.4853 - val_logcount_predictions_loss: 0.6123 Epoch 00014: val_loss did not improve from 490.61206 Epoch 15/50 1/2080 [..............................] - ETA: 10:58 - loss: 380.8423 - logits_profile_predictions_loss: 375.9330 - logcount_predictions_loss: 0.2232 2/2080 [..............................] - ETA: 10:36 - loss: 383.7700 - logits_profile_predictions_loss: 378.6349 - logcount_predictions_loss: 0.2334 3/2080 [..............................] - ETA: 10:36 - loss: 385.2349 - logits_profile_predictions_loss: 379.9423 - logcount_predictions_loss: 0.2406 4/2080 [..............................] - ETA: 10:37 - loss: 386.2494 - logits_profile_predictions_loss: 380.9596 - logcount_predictions_loss: 0.2404 5/2080 [..............................] - ETA: 10:37 - loss: 386.6701 - logits_profile_predictions_loss: 381.4582 - logcount_predictions_loss: 0.2369 6/2080 [..............................] - ETA: 10:36 - loss: 387.7032 - logits_profile_predictions_loss: 382.5660 - logcount_predictions_loss: 0.2335 7/2080 [..............................] - ETA: 10:36 - loss: 388.8309 - logits_profile_predictions_loss: 383.7279 - logcount_predictions_loss: 0.2320 8/2080 [..............................] - ETA: 10:36 - loss: 389.6243 - logits_profile_predictions_loss: 384.5405 - logcount_predictions_loss: 0.2311 9/2080 [..............................] - ETA: 10:36 - loss: 390.2340 - logits_profile_predictions_loss: 385.1606 - logcount_predictions_loss: 0.2306 10/2080 [..............................] - ETA: 10:35 - loss: 390.9735 - logits_profile_predictions_loss: 385.9122 - logcount_predictions_loss: 0.2301 11/2080 [..............................] - ETA: 10:35 - loss: 391.7084 - logits_profile_predictions_loss: 386.6517 - logcount_predictions_loss: 0.2298 12/2080 [..............................] - ETA: 10:35 - loss: 392.4343 - logits_profile_predictions_loss: 387.3852 - logcount_predictions_loss: 0.2295 13/2080 [..............................] - ETA: 10:34 - loss: 392.9903 - logits_profile_predictions_loss: 387.9474 - logcount_predictions_loss: 0.2292 14/2080 [..............................] - ETA: 10:34 - loss: 393.4249 - logits_profile_predictions_loss: 388.3804 - logcount_predictions_loss: 0.2293 15/2080 [..............................] - ETA: 10:34 - loss: 393.7670 - logits_profile_predictions_loss: 388.7242 - logcount_predictions_loss: 0.2292 16/2080 [..............................] - ETA: 10:34 - loss: 394.0828 - logits_profile_predictions_loss: 389.0390 - logcount_predictions_loss: 0.2293 17/2080 [..............................] - ETA: 10:33 - loss: 394.3429 - logits_profile_predictions_loss: 389.3025 - logcount_predictions_loss: 0.2291 18/2080 [..............................] - ETA: 10:33 - loss: 394.6086 - logits_profile_predictions_loss: 389.5735 - logcount_predictions_loss: 0.2289 19/2080 [..............................] - ETA: 10:33 - loss: 394.9505 - logits_profile_predictions_loss: 389.9172 - logcount_predictions_loss: 0.2288 20/2080 [..............................] - ETA: 10:32 - loss: 395.2221 - logits_profile_predictions_loss: 390.1843 - logcount_predictions_loss: 0.2290 21/2080 [..............................] - ETA: 10:32 - loss: 395.5097 - logits_profile_predictions_loss: 390.4688 - logcount_predictions_loss: 0.2291 22/2080 [..............................] - ETA: 10:32 - loss: 395.7194 - logits_profile_predictions_loss: 390.6779 - logcount_predictions_loss: 0.2292 23/2080 [..............................] - ETA: 10:32 - loss: 395.8274 - logits_profile_predictions_loss: 390.7823 - logcount_predictions_loss: 0.2293 24/2080 [..............................] - ETA: 10:31 - loss: 395.9358 - logits_profile_predictions_loss: 390.8878 - logcount_predictions_loss: 0.2295 25/2080 [..............................] - ETA: 10:31 - loss: 396.0853 - logits_profile_predictions_loss: 391.0369 - logcount_predictions_loss: 0.2295 26/2080 [..............................] - ETA: 10:31 - loss: 396.2400 - logits_profile_predictions_loss: 391.1882 - logcount_predictions_loss: 0.2296 27/2080 [..............................] - ETA: 10:30 - loss: 396.3798 - logits_profile_predictions_loss: 391.3217 - logcount_predictions_loss: 0.2299 28/2080 [..............................] - ETA: 10:30 - loss: 396.5268 - logits_profile_predictions_loss: 391.4642 - logcount_predictions_loss: 0.2301 29/2080 [..............................] - ETA: 10:30 - loss: 396.6478 - logits_profile_predictions_loss: 391.5794 - logcount_predictions_loss: 0.2304 30/2080 [..............................] - ETA: 10:30 - loss: 396.7666 - logits_profile_predictions_loss: 391.6922 - logcount_predictions_loss: 0.2307 31/2080 [..............................] - ETA: 10:29 - loss: 396.8608 - logits_profile_predictions_loss: 391.7799 - logcount_predictions_loss: 0.2310 32/2080 [..............................] - ETA: 10:29 - loss: 396.9753 - logits_profile_predictions_loss: 391.8881 - logcount_predictions_loss: 0.2312 33/2080 [..............................] - ETA: 10:29 - loss: 397.0814 - logits_profile_predictions_loss: 391.9883 - logcount_predictions_loss: 0.2315 34/2080 [..............................] - ETA: 10:28 - loss: 397.2077 - logits_profile_predictions_loss: 392.1086 - logcount_predictions_loss: 0.2318 35/2080 [..............................] - ETA: 10:28 - loss: 397.3485 - logits_profile_predictions_loss: 392.2447 - logcount_predictions_loss: 0.2320 36/2080 [..............................] - ETA: 10:28 - loss: 397.5203 - logits_profile_predictions_loss: 392.4124 - logcount_predictions_loss: 0.2322 37/2080 [..............................] - ETA: 10:28 - loss: 397.6539 - logits_profile_predictions_loss: 392.5423 - logcount_predictions_loss: 0.2323 38/2080 [..............................] - ETA: 10:27 - loss: 397.7586 - logits_profile_predictions_loss: 392.6437 - logcount_predictions_loss: 0.2325 39/2080 [..............................] - ETA: 10:27 - loss: 397.8584 - logits_profile_predictions_loss: 392.7405 - logcount_predictions_loss: 0.2326 40/2080 [..............................] - ETA: 10:27 - loss: 397.9478 - logits_profile_predictions_loss: 392.8277 - logcount_predictions_loss: 0.2327 41/2080 [..............................] - ETA: 10:26 - loss: 398.0159 - logits_profile_predictions_loss: 392.8944 - logcount_predictions_loss: 0.2328 42/2080 [..............................] - ETA: 10:26 - loss: 398.0898 - logits_profile_predictions_loss: 392.9672 - logcount_predictions_loss: 0.2328 43/2080 [..............................] - ETA: 10:26 - loss: 398.1456 - logits_profile_predictions_loss: 393.0215 - logcount_predictions_loss: 0.2329 44/2080 [..............................] - ETA: 10:26 - loss: 398.1770 - logits_profile_predictions_loss: 393.0520 - logcount_predictions_loss: 0.2330 45/2080 [..............................] - ETA: 10:25 - loss: 398.2272 - logits_profile_predictions_loss: 393.1013 - logcount_predictions_loss: 0.2330 46/2080 [..............................] - ETA: 10:25 - loss: 398.2950 - logits_profile_predictions_loss: 393.1675 - logcount_predictions_loss: 0.2331 47/2080 [..............................] - ETA: 10:25 - loss: 398.3528 - logits_profile_predictions_loss: 393.2226 - logcount_predictions_loss: 0.2332 48/2080 [..............................] - ETA: 10:24 - loss: 398.4121 - logits_profile_predictions_loss: 393.2796 - logcount_predictions_loss: 0.2333 49/2080 [..............................] - ETA: 10:24 - loss: 398.4800 - logits_profile_predictions_loss: 393.3457 - logcount_predictions_loss: 0.2334 50/2080 [..............................] - ETA: 10:24 - loss: 398.5348 - logits_profile_predictions_loss: 393.3980 - logcount_predictions_loss: 0.2335 51/2080 [..............................] - ETA: 10:23 - loss: 398.5626 - logits_profile_predictions_loss: 393.4232 - logcount_predictions_loss: 0.2336 52/2080 [..............................] - ETA: 10:23 - loss: 398.5985 - logits_profile_predictions_loss: 393.4568 - logcount_predictions_loss: 0.2337 53/2080 [..............................] - ETA: 10:23 - loss: 398.6412 - logits_profile_predictions_loss: 393.4976 - logcount_predictions_loss: 0.2338 54/2080 [..............................] - ETA: 10:23 - loss: 398.6887 - logits_profile_predictions_loss: 393.5433 - logcount_predictions_loss: 0.2339 55/2080 [..............................] - ETA: 10:22 - loss: 398.7327 - logits_profile_predictions_loss: 393.5855 - logcount_predictions_loss: 0.2340 56/2080 [..............................] - ETA: 10:22 - loss: 398.7823 - logits_profile_predictions_loss: 393.6340 - logcount_predictions_loss: 0.2340 57/2080 [..............................] - ETA: 10:22 - loss: 398.8367 - logits_profile_predictions_loss: 393.6879 - logcount_predictions_loss: 0.2340 58/2080 [..............................] - ETA: 10:22 - loss: 398.8890 - logits_profile_predictions_loss: 393.7402 - logcount_predictions_loss: 0.2340 59/2080 [..............................] - ETA: 10:21 - loss: 398.9471 - logits_profile_predictions_loss: 393.7978 - logcount_predictions_loss: 0.2341 60/2080 [..............................] - ETA: 10:21 - loss: 398.9974 - logits_profile_predictions_loss: 393.8477 - logcount_predictions_loss: 0.2341 61/2080 [..............................] - ETA: 10:21 - loss: 399.0500 - logits_profile_predictions_loss: 393.9001 - logcount_predictions_loss: 0.2341 62/2080 [..............................] - ETA: 10:20 - loss: 399.1049 - logits_profile_predictions_loss: 393.9550 - logcount_predictions_loss: 0.2341 63/2080 [..............................] - ETA: 10:20 - loss: 399.1627 - logits_profile_predictions_loss: 394.0131 - logcount_predictions_loss: 0.2341 64/2080 [..............................] - ETA: 10:20 - loss: 399.2143 - logits_profile_predictions_loss: 394.0653 - logcount_predictions_loss: 0.2340 65/2080 [..............................] - ETA: 10:20 - loss: 399.2637 - logits_profile_predictions_loss: 394.1157 - logcount_predictions_loss: 0.2340 66/2080 [..............................] - ETA: 10:19 - loss: 399.3172 - logits_profile_predictions_loss: 394.1698 - logcount_predictions_loss: 0.2340 67/2080 [..............................] - ETA: 10:19 - loss: 399.3721 - logits_profile_predictions_loss: 394.2256 - logcount_predictions_loss: 0.2339 68/2080 [..............................] - ETA: 10:19 - loss: 399.4256 - logits_profile_predictions_loss: 394.2801 - logcount_predictions_loss: 0.2339 69/2080 [..............................] - ETA: 10:18 - loss: 399.4809 - logits_profile_predictions_loss: 394.3366 - logcount_predictions_loss: 0.2338 70/2080 [>.............................] - ETA: 10:18 - loss: 399.5373 - logits_profile_predictions_loss: 394.3943 - logcount_predictions_loss: 0.2338 71/2080 [>.............................] - ETA: 10:18 - loss: 399.5860 - logits_profile_predictions_loss: 394.4441 - logcount_predictions_loss: 0.2337 72/2080 [>.............................] - ETA: 10:18 - loss: 399.6293 - logits_profile_predictions_loss: 394.4885 - logcount_predictions_loss: 0.2337 73/2080 [>.............................] - ETA: 10:17 - loss: 399.6624 - logits_profile_predictions_loss: 394.5223 - logcount_predictions_loss: 0.2336 74/2080 [>.............................] - ETA: 10:17 - loss: 399.6916 - logits_profile_predictions_loss: 394.5521 - logcount_predictions_loss: 0.2336 75/2080 [>.............................] - ETA: 10:17 - loss: 399.7190 - logits_profile_predictions_loss: 394.5803 - logcount_predictions_loss: 0.2336 76/2080 [>.............................] - ETA: 10:17 - loss: 399.7478 - logits_profile_predictions_loss: 394.6094 - logcount_predictions_loss: 0.2336 77/2080 [>.............................] - ETA: 10:16 - loss: 399.7851 - logits_profile_predictions_loss: 394.6471 - logcount_predictions_loss: 0.2335 78/2080 [>.............................] - ETA: 10:16 - loss: 399.8246 - logits_profile_predictions_loss: 394.6871 - logcount_predictions_loss: 0.2335 79/2080 [>.............................] - ETA: 10:16 - loss: 399.8631 - logits_profile_predictions_loss: 394.7261 - logcount_predictions_loss: 0.2335 80/2080 [>.............................] - ETA: 10:15 - loss: 399.8960 - logits_profile_predictions_loss: 394.7594 - logcount_predictions_loss: 0.2335 81/2080 [>.............................] - ETA: 10:15 - loss: 399.9267 - 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[============================>.] - ETA: 17s - loss: 401.8686 - logits_profile_predictions_loss: 396.8310 - logcount_predictions_loss: 0.2290 2026/2080 [============================>.] - ETA: 16s - loss: 401.8687 - logits_profile_predictions_loss: 396.8311 - logcount_predictions_loss: 0.2290 2027/2080 [============================>.] - ETA: 16s - loss: 401.8688 - logits_profile_predictions_loss: 396.8313 - logcount_predictions_loss: 0.2290 2028/2080 [============================>.] - ETA: 16s - loss: 401.8689 - logits_profile_predictions_loss: 396.8314 - logcount_predictions_loss: 0.2290 2029/2080 [============================>.] - ETA: 15s - loss: 401.8690 - logits_profile_predictions_loss: 396.8315 - logcount_predictions_loss: 0.2290 2030/2080 [============================>.] - ETA: 15s - loss: 401.8691 - logits_profile_predictions_loss: 396.8316 - logcount_predictions_loss: 0.2290 2031/2080 [============================>.] - ETA: 15s - loss: 401.8692 - logits_profile_predictions_loss: 396.8318 - logcount_predictions_loss: 0.2290 2032/2080 [============================>.] - ETA: 14s - loss: 401.8694 - logits_profile_predictions_loss: 396.8319 - logcount_predictions_loss: 0.2290 2033/2080 [============================>.] - ETA: 14s - loss: 401.8695 - logits_profile_predictions_loss: 396.8320 - logcount_predictions_loss: 0.2290 2034/2080 [============================>.] - ETA: 14s - loss: 401.8696 - logits_profile_predictions_loss: 396.8322 - logcount_predictions_loss: 0.2290 2035/2080 [============================>.] - ETA: 13s - loss: 401.8697 - logits_profile_predictions_loss: 396.8323 - logcount_predictions_loss: 0.2290 2036/2080 [============================>.] - ETA: 13s - loss: 401.8698 - logits_profile_predictions_loss: 396.8324 - logcount_predictions_loss: 0.2290 2037/2080 [============================>.] - ETA: 13s - loss: 401.8699 - logits_profile_predictions_loss: 396.8326 - logcount_predictions_loss: 0.2290 2038/2080 [============================>.] - ETA: 12s - loss: 401.8700 - logits_profile_predictions_loss: 396.8327 - logcount_predictions_loss: 0.2290 2039/2080 [============================>.] - ETA: 12s - loss: 401.8701 - logits_profile_predictions_loss: 396.8328 - logcount_predictions_loss: 0.2290 2040/2080 [============================>.] - ETA: 12s - loss: 401.8702 - logits_profile_predictions_loss: 396.8329 - logcount_predictions_loss: 0.2290 2041/2080 [============================>.] - ETA: 12s - loss: 401.8703 - logits_profile_predictions_loss: 396.8330 - logcount_predictions_loss: 0.2290 2042/2080 [============================>.] - ETA: 11s - loss: 401.8704 - logits_profile_predictions_loss: 396.8332 - logcount_predictions_loss: 0.2290 2043/2080 [============================>.] - ETA: 11s - loss: 401.8705 - logits_profile_predictions_loss: 396.8333 - logcount_predictions_loss: 0.2290 2044/2080 [============================>.] - ETA: 11s - loss: 401.8706 - logits_profile_predictions_loss: 396.8334 - logcount_predictions_loss: 0.2290 2045/2080 [============================>.] - ETA: 10s - loss: 401.8707 - logits_profile_predictions_loss: 396.8336 - logcount_predictions_loss: 0.2290 2046/2080 [============================>.] - ETA: 10s - loss: 401.8708 - logits_profile_predictions_loss: 396.8337 - logcount_predictions_loss: 0.2290 2047/2080 [============================>.] - ETA: 10s - loss: 401.8709 - logits_profile_predictions_loss: 396.8338 - logcount_predictions_loss: 0.2290 2048/2080 [============================>.] - ETA: 9s - loss: 401.8710 - logits_profile_predictions_loss: 396.8339 - logcount_predictions_loss: 0.2290  2049/2080 [============================>.] - ETA: 9s - loss: 401.8711 - logits_profile_predictions_loss: 396.8340 - logcount_predictions_loss: 0.2290 2050/2080 [============================>.] - ETA: 9s - loss: 401.8711 - logits_profile_predictions_loss: 396.8341 - logcount_predictions_loss: 0.2290 2051/2080 [============================>.] - ETA: 8s - loss: 401.8712 - logits_profile_predictions_loss: 396.8342 - logcount_predictions_loss: 0.2290 2052/2080 [============================>.] - ETA: 8s - loss: 401.8713 - logits_profile_predictions_loss: 396.8343 - logcount_predictions_loss: 0.2290 2053/2080 [============================>.] - ETA: 8s - loss: 401.8714 - logits_profile_predictions_loss: 396.8344 - logcount_predictions_loss: 0.2289 2054/2080 [============================>.] - ETA: 8s - loss: 401.8715 - logits_profile_predictions_loss: 396.8345 - logcount_predictions_loss: 0.2289 2055/2080 [============================>.] - ETA: 7s - loss: 401.8716 - logits_profile_predictions_loss: 396.8347 - logcount_predictions_loss: 0.2289 2056/2080 [============================>.] - ETA: 7s - loss: 401.8717 - logits_profile_predictions_loss: 396.8348 - logcount_predictions_loss: 0.2289 2057/2080 [============================>.] - ETA: 7s - loss: 401.8718 - logits_profile_predictions_loss: 396.8349 - logcount_predictions_loss: 0.2289 2058/2080 [============================>.] - ETA: 6s - loss: 401.8719 - logits_profile_predictions_loss: 396.8350 - logcount_predictions_loss: 0.2289 2059/2080 [============================>.] - ETA: 6s - loss: 401.8720 - logits_profile_predictions_loss: 396.8351 - logcount_predictions_loss: 0.2289 2060/2080 [============================>.] - ETA: 6s - loss: 401.8721 - logits_profile_predictions_loss: 396.8353 - logcount_predictions_loss: 0.2289 2061/2080 [============================>.] - ETA: 5s - loss: 401.8722 - logits_profile_predictions_loss: 396.8354 - logcount_predictions_loss: 0.2289 2062/2080 [============================>.] - ETA: 5s - loss: 401.8722 - logits_profile_predictions_loss: 396.8355 - logcount_predictions_loss: 0.2289 2063/2080 [============================>.] - ETA: 5s - loss: 401.8723 - logits_profile_predictions_loss: 396.8356 - logcount_predictions_loss: 0.2289 2064/2080 [============================>.] - ETA: 4s - loss: 401.8724 - logits_profile_predictions_loss: 396.8357 - logcount_predictions_loss: 0.2289 2065/2080 [============================>.] - ETA: 4s - loss: 401.8725 - logits_profile_predictions_loss: 396.8358 - logcount_predictions_loss: 0.2289 2066/2080 [============================>.] - ETA: 4s - loss: 401.8726 - logits_profile_predictions_loss: 396.8359 - logcount_predictions_loss: 0.2289 2067/2080 [============================>.] - ETA: 4s - loss: 401.8727 - logits_profile_predictions_loss: 396.8360 - logcount_predictions_loss: 0.2289 2068/2080 [============================>.] - ETA: 3s - loss: 401.8728 - logits_profile_predictions_loss: 396.8362 - logcount_predictions_loss: 0.2289 2069/2080 [============================>.] - ETA: 3s - loss: 401.8729 - logits_profile_predictions_loss: 396.8363 - logcount_predictions_loss: 0.2289 2070/2080 [============================>.] - ETA: 3s - loss: 401.8730 - logits_profile_predictions_loss: 396.8364 - logcount_predictions_loss: 0.2289 2071/2080 [============================>.] - ETA: 2s - loss: 401.8731 - logits_profile_predictions_loss: 396.8366 - logcount_predictions_loss: 0.2289 2072/2080 [============================>.] - ETA: 2s - loss: 401.8733 - logits_profile_predictions_loss: 396.8368 - logcount_predictions_loss: 0.2289 2073/2080 [============================>.] - ETA: 2s - loss: 401.8734 - logits_profile_predictions_loss: 396.8369 - logcount_predictions_loss: 0.2289 2074/2080 [============================>.] - ETA: 1s - loss: 401.8735 - logits_profile_predictions_loss: 396.8371 - logcount_predictions_loss: 0.2289 2075/2080 [============================>.] - ETA: 1s - loss: 401.8737 - logits_profile_predictions_loss: 396.8372 - logcount_predictions_loss: 0.2289 2076/2080 [============================>.] - ETA: 1s - loss: 401.8738 - logits_profile_predictions_loss: 396.8374 - logcount_predictions_loss: 0.2289 2077/2080 [============================>.] - ETA: 0s - loss: 401.8739 - logits_profile_predictions_loss: 396.8375 - logcount_predictions_loss: 0.2289 2078/2080 [============================>.] - ETA: 0s - loss: 401.8741 - logits_profile_predictions_loss: 396.8377 - logcount_predictions_loss: 0.2289 2079/2080 [============================>.] - ETA: 0s - loss: 401.8742 - logits_profile_predictions_loss: 396.8378 - logcount_predictions_loss: 0.2289 2080/2080 [==============================] - ETA: 0s - loss: 401.8743 - logits_profile_predictions_loss: 396.8380 - logcount_predictions_loss: 0.2289 2080/2080 [==============================] - 678s 326ms/step - loss: 401.8744 - logits_profile_predictions_loss: 396.8381 - logcount_predictions_loss: 0.2289 - val_loss: 493.7411 - val_logits_profile_predictions_loss: 479.5648 - val_logcount_predictions_loss: 0.6444 Epoch 00015: val_loss did not improve from 490.61206 Epoch 16/50 1/2080 [..............................] - ETA: 10:56 - loss: 404.6954 - logits_profile_predictions_loss: 400.3974 - logcount_predictions_loss: 0.1954 2/2080 [..............................] - ETA: 10:35 - loss: 396.6396 - logits_profile_predictions_loss: 392.2896 - logcount_predictions_loss: 0.1977 3/2080 [..............................] - ETA: 10:35 - loss: 391.5262 - logits_profile_predictions_loss: 387.0735 - logcount_predictions_loss: 0.2024 4/2080 [..............................] - ETA: 10:37 - loss: 388.5544 - logits_profile_predictions_loss: 384.1065 - logcount_predictions_loss: 0.2022 5/2080 [..............................] - ETA: 10:36 - loss: 387.3325 - logits_profile_predictions_loss: 382.8428 - logcount_predictions_loss: 0.2041 6/2080 [..............................] - ETA: 10:36 - loss: 387.3659 - logits_profile_predictions_loss: 382.8643 - logcount_predictions_loss: 0.2046 7/2080 [..............................] - ETA: 10:36 - loss: 387.9885 - logits_profile_predictions_loss: 383.4470 - logcount_predictions_loss: 0.2064 8/2080 [..............................] - ETA: 10:36 - loss: 388.6774 - logits_profile_predictions_loss: 384.1172 - logcount_predictions_loss: 0.2073 9/2080 [..............................] - ETA: 10:35 - loss: 389.2820 - logits_profile_predictions_loss: 384.7105 - logcount_predictions_loss: 0.2078 10/2080 [..............................] - ETA: 10:35 - loss: 389.8081 - logits_profile_predictions_loss: 385.2151 - logcount_predictions_loss: 0.2088 11/2080 [..............................] - ETA: 10:35 - loss: 390.6353 - logits_profile_predictions_loss: 386.0277 - logcount_predictions_loss: 0.2094 12/2080 [..............................] - ETA: 10:35 - loss: 391.4788 - logits_profile_predictions_loss: 386.8608 - logcount_predictions_loss: 0.2099 13/2080 [..............................] - ETA: 10:34 - loss: 392.0635 - logits_profile_predictions_loss: 387.4230 - logcount_predictions_loss: 0.2109 14/2080 [..............................] - ETA: 10:34 - loss: 392.4688 - logits_profile_predictions_loss: 387.8042 - logcount_predictions_loss: 0.2120 15/2080 [..............................] - ETA: 10:34 - loss: 392.7111 - logits_profile_predictions_loss: 388.0255 - logcount_predictions_loss: 0.2130 16/2080 [..............................] - ETA: 10:34 - loss: 392.9551 - logits_profile_predictions_loss: 388.2438 - logcount_predictions_loss: 0.2141 17/2080 [..............................] - ETA: 10:33 - loss: 393.1081 - logits_profile_predictions_loss: 388.3656 - logcount_predictions_loss: 0.2156 18/2080 [..............................] - ETA: 10:33 - loss: 393.3315 - logits_profile_predictions_loss: 388.5594 - logcount_predictions_loss: 0.2169 19/2080 [..............................] - ETA: 10:33 - loss: 393.5024 - logits_profile_predictions_loss: 388.7031 - logcount_predictions_loss: 0.2181 20/2080 [..............................] - ETA: 10:32 - loss: 393.6446 - logits_profile_predictions_loss: 388.8242 - logcount_predictions_loss: 0.2191 21/2080 [..............................] - ETA: 10:32 - loss: 393.9233 - logits_profile_predictions_loss: 389.0876 - logcount_predictions_loss: 0.2198 22/2080 [..............................] - ETA: 10:32 - loss: 394.1288 - logits_profile_predictions_loss: 389.2852 - logcount_predictions_loss: 0.2202 23/2080 [..............................] - ETA: 10:32 - loss: 394.2948 - logits_profile_predictions_loss: 389.4460 - logcount_predictions_loss: 0.2204 24/2080 [..............................] - ETA: 10:31 - loss: 394.4238 - logits_profile_predictions_loss: 389.5704 - logcount_predictions_loss: 0.2206 25/2080 [..............................] - ETA: 10:31 - loss: 394.4665 - logits_profile_predictions_loss: 389.6035 - logcount_predictions_loss: 0.2210 26/2080 [..............................] - ETA: 10:31 - loss: 394.4547 - logits_profile_predictions_loss: 389.5862 - logcount_predictions_loss: 0.2213 27/2080 [..............................] - ETA: 10:30 - loss: 394.4268 - logits_profile_predictions_loss: 389.5543 - logcount_predictions_loss: 0.2215 28/2080 [..............................] - ETA: 10:30 - loss: 394.3790 - logits_profile_predictions_loss: 389.5022 - logcount_predictions_loss: 0.2217 29/2080 [..............................] - ETA: 10:30 - loss: 394.3838 - logits_profile_predictions_loss: 389.5029 - logcount_predictions_loss: 0.2219 30/2080 [..............................] - ETA: 10:30 - loss: 394.4284 - logits_profile_predictions_loss: 389.5451 - logcount_predictions_loss: 0.2220 31/2080 [..............................] - ETA: 10:29 - loss: 394.4166 - logits_profile_predictions_loss: 389.5324 - logcount_predictions_loss: 0.2220 32/2080 [..............................] - ETA: 10:29 - loss: 394.4074 - logits_profile_predictions_loss: 389.5249 - logcount_predictions_loss: 0.2219 33/2080 [..............................] - ETA: 10:29 - loss: 394.4105 - logits_profile_predictions_loss: 389.5311 - logcount_predictions_loss: 0.2218 34/2080 [..............................] - ETA: 10:28 - loss: 394.4332 - logits_profile_predictions_loss: 389.5557 - logcount_predictions_loss: 0.2217 35/2080 [..............................] - ETA: 10:28 - loss: 394.4627 - logits_profile_predictions_loss: 389.5851 - logcount_predictions_loss: 0.2217 36/2080 [..............................] - ETA: 10:28 - loss: 394.4716 - logits_profile_predictions_loss: 389.5950 - logcount_predictions_loss: 0.2217 37/2080 [..............................] - ETA: 10:28 - loss: 394.4962 - logits_profile_predictions_loss: 389.6212 - logcount_predictions_loss: 0.2216 38/2080 [..............................] - ETA: 10:27 - loss: 394.5401 - logits_profile_predictions_loss: 389.6650 - logcount_predictions_loss: 0.2216 39/2080 [..............................] - ETA: 10:27 - loss: 394.5953 - logits_profile_predictions_loss: 389.7213 - logcount_predictions_loss: 0.2215 40/2080 [..............................] - ETA: 10:27 - loss: 394.6794 - logits_profile_predictions_loss: 389.8060 - logcount_predictions_loss: 0.2215 41/2080 [..............................] - ETA: 10:27 - loss: 394.7594 - logits_profile_predictions_loss: 389.8860 - logcount_predictions_loss: 0.2215 42/2080 [..............................] - ETA: 10:26 - loss: 394.8378 - logits_profile_predictions_loss: 389.9651 - logcount_predictions_loss: 0.2215 43/2080 [..............................] - ETA: 10:26 - loss: 394.9137 - logits_profile_predictions_loss: 390.0420 - logcount_predictions_loss: 0.2214 44/2080 [..............................] - ETA: 10:26 - loss: 394.9654 - logits_profile_predictions_loss: 390.0948 - logcount_predictions_loss: 0.2214 45/2080 [..............................] - ETA: 10:25 - loss: 395.0055 - logits_profile_predictions_loss: 390.1365 - logcount_predictions_loss: 0.2213 46/2080 [..............................] - ETA: 10:25 - loss: 395.0256 - logits_profile_predictions_loss: 390.1577 - logcount_predictions_loss: 0.2213 47/2080 [..............................] - ETA: 10:25 - loss: 395.0263 - logits_profile_predictions_loss: 390.1600 - logcount_predictions_loss: 0.2212 48/2080 [..............................] - ETA: 10:25 - loss: 395.0350 - logits_profile_predictions_loss: 390.1708 - logcount_predictions_loss: 0.2211 49/2080 [..............................] - ETA: 10:24 - loss: 395.0473 - logits_profile_predictions_loss: 390.1849 - logcount_predictions_loss: 0.2210 50/2080 [..............................] - ETA: 10:24 - loss: 395.0615 - logits_profile_predictions_loss: 390.2014 - logcount_predictions_loss: 0.2209 51/2080 [..............................] - ETA: 10:24 - loss: 395.0964 - logits_profile_predictions_loss: 390.2386 - logcount_predictions_loss: 0.2208 52/2080 [..............................] - ETA: 10:24 - loss: 395.1354 - logits_profile_predictions_loss: 390.2804 - logcount_predictions_loss: 0.2207 53/2080 [..............................] - ETA: 10:23 - loss: 395.1742 - logits_profile_predictions_loss: 390.3222 - logcount_predictions_loss: 0.2205 54/2080 [..............................] - ETA: 10:23 - loss: 395.2422 - logits_profile_predictions_loss: 390.3933 - logcount_predictions_loss: 0.2204 55/2080 [..............................] - ETA: 10:23 - loss: 395.3150 - logits_profile_predictions_loss: 390.4698 - logcount_predictions_loss: 0.2202 56/2080 [..............................] - ETA: 10:22 - loss: 395.3732 - logits_profile_predictions_loss: 390.5323 - logcount_predictions_loss: 0.2200 57/2080 [..............................] - ETA: 10:22 - loss: 395.4300 - logits_profile_predictions_loss: 390.5935 - logcount_predictions_loss: 0.2198 58/2080 [..............................] - ETA: 10:22 - loss: 395.4777 - logits_profile_predictions_loss: 390.6455 - logcount_predictions_loss: 0.2196 59/2080 [..............................] - ETA: 10:21 - loss: 395.5132 - logits_profile_predictions_loss: 390.6852 - logcount_predictions_loss: 0.2195 60/2080 [..............................] - ETA: 10:21 - loss: 395.5475 - logits_profile_predictions_loss: 390.7238 - logcount_predictions_loss: 0.2193 61/2080 [..............................] - ETA: 10:21 - loss: 395.5841 - logits_profile_predictions_loss: 390.7643 - logcount_predictions_loss: 0.2191 62/2080 [..............................] - ETA: 10:21 - loss: 395.6187 - logits_profile_predictions_loss: 390.8034 - logcount_predictions_loss: 0.2189 63/2080 [..............................] - ETA: 10:20 - loss: 395.6508 - logits_profile_predictions_loss: 390.8393 - logcount_predictions_loss: 0.2187 64/2080 [..............................] - ETA: 10:20 - loss: 395.6913 - logits_profile_predictions_loss: 390.8835 - logcount_predictions_loss: 0.2185 65/2080 [..............................] - ETA: 10:20 - loss: 395.7389 - logits_profile_predictions_loss: 390.9347 - logcount_predictions_loss: 0.2184 66/2080 [..............................] - ETA: 10:19 - loss: 395.7860 - logits_profile_predictions_loss: 390.9854 - logcount_predictions_loss: 0.2182 67/2080 [..............................] - ETA: 10:19 - loss: 395.8275 - logits_profile_predictions_loss: 391.0302 - logcount_predictions_loss: 0.2181 68/2080 [..............................] - ETA: 10:19 - loss: 395.8773 - logits_profile_predictions_loss: 391.0835 - logcount_predictions_loss: 0.2179 69/2080 [..............................] - ETA: 10:19 - loss: 395.9193 - logits_profile_predictions_loss: 391.1288 - logcount_predictions_loss: 0.2178 70/2080 [>.............................] - ETA: 10:18 - loss: 395.9689 - logits_profile_predictions_loss: 391.1817 - logcount_predictions_loss: 0.2176 71/2080 [>.............................] - ETA: 10:18 - loss: 396.0083 - logits_profile_predictions_loss: 391.2243 - logcount_predictions_loss: 0.2175 72/2080 [>.............................] - ETA: 10:18 - loss: 396.0536 - logits_profile_predictions_loss: 391.2728 - logcount_predictions_loss: 0.2173 73/2080 [>.............................] - ETA: 10:17 - loss: 396.0974 - logits_profile_predictions_loss: 391.3197 - logcount_predictions_loss: 0.2172 74/2080 [>.............................] - ETA: 10:17 - loss: 396.1394 - logits_profile_predictions_loss: 391.3646 - logcount_predictions_loss: 0.2170 75/2080 [>.............................] - ETA: 10:17 - loss: 396.1825 - logits_profile_predictions_loss: 391.4107 - logcount_predictions_loss: 0.2169 76/2080 [>.............................] - ETA: 10:17 - loss: 396.2284 - logits_profile_predictions_loss: 391.4595 - logcount_predictions_loss: 0.2168 77/2080 [>.............................] - ETA: 10:16 - loss: 396.2754 - logits_profile_predictions_loss: 391.5096 - logcount_predictions_loss: 0.2166 78/2080 [>.............................] - ETA: 10:16 - loss: 396.3180 - logits_profile_predictions_loss: 391.5551 - logcount_predictions_loss: 0.2165 79/2080 [>.............................] - ETA: 10:16 - loss: 396.3627 - logits_profile_predictions_loss: 391.6024 - logcount_predictions_loss: 0.2164 80/2080 [>.............................] - ETA: 10:15 - loss: 396.4093 - logits_profile_predictions_loss: 391.6514 - logcount_predictions_loss: 0.2163 81/2080 [>.............................] - ETA: 10:15 - loss: 396.4550 - logits_profile_predictions_loss: 391.6996 - logcount_predictions_loss: 0.2162 82/2080 [>.............................] - ETA: 10:15 - loss: 396.4995 - logits_profile_predictions_loss: 391.7467 - logcount_predictions_loss: 0.2160 83/2080 [>.............................] - ETA: 10:15 - loss: 396.5495 - logits_profile_predictions_loss: 391.7991 - logcount_predictions_loss: 0.2159 84/2080 [>.............................] - ETA: 10:14 - loss: 396.5903 - logits_profile_predictions_loss: 391.8418 - logcount_predictions_loss: 0.2158 85/2080 [>.............................] - ETA: 10:14 - loss: 396.6331 - logits_profile_predictions_loss: 391.8862 - logcount_predictions_loss: 0.2158 86/2080 [>.............................] - ETA: 10:14 - loss: 396.6780 - 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[============================>.] - ETA: 15s - loss: 400.4218 - logits_profile_predictions_loss: 395.7866 - logcount_predictions_loss: 0.2107 2031/2080 [============================>.] - ETA: 15s - loss: 400.4217 - logits_profile_predictions_loss: 395.7866 - logcount_predictions_loss: 0.2107 2032/2080 [============================>.] - ETA: 14s - loss: 400.4217 - logits_profile_predictions_loss: 395.7865 - logcount_predictions_loss: 0.2107 2033/2080 [============================>.] - ETA: 14s - loss: 400.4217 - logits_profile_predictions_loss: 395.7865 - logcount_predictions_loss: 0.2107 2034/2080 [============================>.] - ETA: 14s - loss: 400.4216 - logits_profile_predictions_loss: 395.7864 - logcount_predictions_loss: 0.2107 2035/2080 [============================>.] - ETA: 13s - loss: 400.4216 - logits_profile_predictions_loss: 395.7864 - logcount_predictions_loss: 0.2107 2036/2080 [============================>.] - ETA: 13s - loss: 400.4215 - logits_profile_predictions_loss: 395.7863 - logcount_predictions_loss: 0.2107 2037/2080 [============================>.] - ETA: 13s - loss: 400.4215 - logits_profile_predictions_loss: 395.7863 - logcount_predictions_loss: 0.2107 2038/2080 [============================>.] - ETA: 12s - loss: 400.4215 - logits_profile_predictions_loss: 395.7863 - logcount_predictions_loss: 0.2107 2039/2080 [============================>.] - ETA: 12s - loss: 400.4214 - logits_profile_predictions_loss: 395.7862 - logcount_predictions_loss: 0.2107 2040/2080 [============================>.] - ETA: 12s - loss: 400.4214 - logits_profile_predictions_loss: 395.7862 - logcount_predictions_loss: 0.2107 2041/2080 [============================>.] - ETA: 12s - loss: 400.4213 - logits_profile_predictions_loss: 395.7862 - logcount_predictions_loss: 0.2107 2042/2080 [============================>.] - ETA: 11s - loss: 400.4213 - logits_profile_predictions_loss: 395.7861 - logcount_predictions_loss: 0.2107 2043/2080 [============================>.] - ETA: 11s - loss: 400.4213 - logits_profile_predictions_loss: 395.7861 - logcount_predictions_loss: 0.2107 2044/2080 [============================>.] - ETA: 11s - loss: 400.4212 - logits_profile_predictions_loss: 395.7861 - logcount_predictions_loss: 0.2107 2045/2080 [============================>.] - ETA: 10s - loss: 400.4212 - logits_profile_predictions_loss: 395.7860 - logcount_predictions_loss: 0.2107 2046/2080 [============================>.] - ETA: 10s - loss: 400.4212 - logits_profile_predictions_loss: 395.7860 - logcount_predictions_loss: 0.2107 2047/2080 [============================>.] - ETA: 10s - loss: 400.4211 - logits_profile_predictions_loss: 395.7859 - logcount_predictions_loss: 0.2107 2048/2080 [============================>.] - ETA: 9s - loss: 400.4211 - logits_profile_predictions_loss: 395.7859 - logcount_predictions_loss: 0.2107  2049/2080 [============================>.] - ETA: 9s - loss: 400.4210 - logits_profile_predictions_loss: 395.7859 - logcount_predictions_loss: 0.2107 2050/2080 [============================>.] - ETA: 9s - loss: 400.4210 - logits_profile_predictions_loss: 395.7858 - logcount_predictions_loss: 0.2107 2051/2080 [============================>.] - ETA: 8s - loss: 400.4209 - logits_profile_predictions_loss: 395.7858 - logcount_predictions_loss: 0.2107 2052/2080 [============================>.] - ETA: 8s - loss: 400.4209 - logits_profile_predictions_loss: 395.7857 - logcount_predictions_loss: 0.2107 2053/2080 [============================>.] - ETA: 8s - loss: 400.4209 - logits_profile_predictions_loss: 395.7857 - logcount_predictions_loss: 0.2107 2054/2080 [============================>.] - ETA: 8s - loss: 400.4209 - logits_profile_predictions_loss: 395.7857 - logcount_predictions_loss: 0.2107 2055/2080 [============================>.] - ETA: 7s - loss: 400.4209 - logits_profile_predictions_loss: 395.7857 - logcount_predictions_loss: 0.2107 2056/2080 [============================>.] - ETA: 7s - loss: 400.4208 - logits_profile_predictions_loss: 395.7857 - logcount_predictions_loss: 0.2107 2057/2080 [============================>.] - ETA: 7s - loss: 400.4208 - logits_profile_predictions_loss: 395.7856 - logcount_predictions_loss: 0.2107 2058/2080 [============================>.] - ETA: 6s - loss: 400.4208 - logits_profile_predictions_loss: 395.7856 - logcount_predictions_loss: 0.2107 2059/2080 [============================>.] - ETA: 6s - loss: 400.4208 - logits_profile_predictions_loss: 395.7856 - logcount_predictions_loss: 0.2107 2060/2080 [============================>.] - ETA: 6s - loss: 400.4208 - logits_profile_predictions_loss: 395.7856 - logcount_predictions_loss: 0.2107 2061/2080 [============================>.] - ETA: 5s - loss: 400.4208 - logits_profile_predictions_loss: 395.7856 - logcount_predictions_loss: 0.2107 2062/2080 [============================>.] - ETA: 5s - loss: 400.4208 - logits_profile_predictions_loss: 395.7856 - logcount_predictions_loss: 0.2107 2063/2080 [============================>.] - ETA: 5s - loss: 400.4207 - logits_profile_predictions_loss: 395.7856 - logcount_predictions_loss: 0.2107 2064/2080 [============================>.] - ETA: 4s - loss: 400.4207 - logits_profile_predictions_loss: 395.7855 - logcount_predictions_loss: 0.2107 2065/2080 [============================>.] - ETA: 4s - loss: 400.4207 - logits_profile_predictions_loss: 395.7855 - logcount_predictions_loss: 0.2107 2066/2080 [============================>.] - ETA: 4s - loss: 400.4207 - logits_profile_predictions_loss: 395.7855 - logcount_predictions_loss: 0.2107 2067/2080 [============================>.] - ETA: 4s - loss: 400.4207 - logits_profile_predictions_loss: 395.7855 - logcount_predictions_loss: 0.2107 2068/2080 [============================>.] - ETA: 3s - loss: 400.4206 - logits_profile_predictions_loss: 395.7855 - logcount_predictions_loss: 0.2107 2069/2080 [============================>.] - ETA: 3s - loss: 400.4206 - logits_profile_predictions_loss: 395.7855 - logcount_predictions_loss: 0.2107 2070/2080 [============================>.] - ETA: 3s - loss: 400.4206 - logits_profile_predictions_loss: 395.7854 - logcount_predictions_loss: 0.2107 2071/2080 [============================>.] - ETA: 2s - loss: 400.4206 - logits_profile_predictions_loss: 395.7854 - logcount_predictions_loss: 0.2107 2072/2080 [============================>.] - ETA: 2s - loss: 400.4206 - logits_profile_predictions_loss: 395.7854 - logcount_predictions_loss: 0.2107 2073/2080 [============================>.] - ETA: 2s - loss: 400.4206 - logits_profile_predictions_loss: 395.7854 - logcount_predictions_loss: 0.2107 2074/2080 [============================>.] - ETA: 1s - loss: 400.4205 - logits_profile_predictions_loss: 395.7854 - logcount_predictions_loss: 0.2107 2075/2080 [============================>.] - ETA: 1s - loss: 400.4205 - logits_profile_predictions_loss: 395.7853 - logcount_predictions_loss: 0.2107 2076/2080 [============================>.] - ETA: 1s - loss: 400.4205 - logits_profile_predictions_loss: 395.7853 - logcount_predictions_loss: 0.2107 2077/2080 [============================>.] - ETA: 0s - loss: 400.4204 - logits_profile_predictions_loss: 395.7852 - logcount_predictions_loss: 0.2107 2078/2080 [============================>.] - ETA: 0s - loss: 400.4204 - logits_profile_predictions_loss: 395.7852 - logcount_predictions_loss: 0.2107 2079/2080 [============================>.] - ETA: 0s - loss: 400.4203 - logits_profile_predictions_loss: 395.7851 - logcount_predictions_loss: 0.2107 2080/2080 [==============================] - ETA: 0s - loss: 400.4203 - logits_profile_predictions_loss: 395.7851 - logcount_predictions_loss: 0.2107 2080/2080 [==============================] - 678s 326ms/step - loss: 400.4202 - logits_profile_predictions_loss: 395.7850 - logcount_predictions_loss: 0.2107 - val_loss: 494.7317 - val_logits_profile_predictions_loss: 480.4827 - val_logcount_predictions_loss: 0.6477 Epoch 00016: val_loss did not improve from 490.61206 Restoring model weights from the end of the best epoch. Epoch 00016: early stopping save model save model without bias 2022-09-22_18-51-45: 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/ATAC//ENCSR040DJK//preprocessing/bigWigs/ENCSR040DJK.bigWig \ --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR040DJK//chrombpnet_model_feb15_fold_1//filtered.peaks.bed \ --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR040DJK//chrombpnet_model_feb15_fold_1//filtered.nonpeaks.bed \ --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_1.json \ --inputlen=2114 \ --outputlen=1000 \ --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR040DJK//chrombpnet_model_feb15_fold_1//chrombpnet \ --batch_size=256 \ --model_h5=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR040DJK//chrombpnet_model_feb15_fold_1//chrombpnet.h5 got the model loading peaks... got split:test for bed regions:(35183, 10) loading nonpeaks... got split:test for bed regions:(34358, 10) 0/272 100/272 200/272 2022-09-22_18-56-58: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/predict.py \ --genome=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ --bigwig=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/ATAC//ENCSR040DJK//preprocessing/bigWigs/ENCSR040DJK.bigWig \ --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR040DJK//chrombpnet_model_feb15_fold_1//filtered.peaks.bed \ --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR040DJK//chrombpnet_model_feb15_fold_1//filtered.nonpeaks.bed \ --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_1.json \ --inputlen=2114 \ --outputlen=1000 \ --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR040DJK//chrombpnet_model_feb15_fold_1//chrombpnet_wo_bias \ --batch_size=256 \ --model_h5=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR040DJK//chrombpnet_model_feb15_fold_1//chrombpnet_wo_bias.h5 got the model loading peaks... got split:test for bed regions:(35183, 10) loading nonpeaks... got split:test for bed regions:(34358, 10) 0/272 100/272 200/272 2022-09-22_19-01-26: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/predict.py \ --genome=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ --bigwig=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/ATAC//ENCSR040DJK//preprocessing/bigWigs/ENCSR040DJK.bigWig \ --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR040DJK//chrombpnet_model_feb15_fold_1//filtered.peaks.bed \ --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR040DJK//chrombpnet_model_feb15_fold_1//filtered.nonpeaks.bed \ --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_1.json \ --inputlen=2114 \ --outputlen=1000 \ --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR040DJK//chrombpnet_model_feb15_fold_1//bias \ --batch_size=256 \ --model_h5=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR040DJK//chrombpnet_model_feb15_fold_1//bias_model_scaled.h5 got the model loading peaks... got split:test for bed regions:(35183, 10) loading nonpeaks... got split:test for bed regions:(34358, 10) 0/272 100/272 200/272 2022-09-22_19-03-55: mkdir /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR040DJK//chrombpnet_model_feb15_fold_1//footprints 2022-09-22_19-03-55: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/evaluation/marginal_footprints/marginal_footprinting.py \ -g /scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ -r /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR040DJK//chrombpnet_model_feb15_fold_1//filtered.nonpeaks.bed \ -chr chr1 \ -m /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR040DJK//chrombpnet_model_feb15_fold_1//chrombpnet_wo_bias.h5 \ -bs 512 \ -o /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR040DJK//chrombpnet_model_feb15_fold_1//footprints/corrected \ -pwm_f src/evaluation/marginal_footprints/motif_to_pwm.tsv \ -mo tn5_1,tn5_2,tn5_3,tn5_4,tn5_5 MOTIF_NAME MOTIF_PWM_FWD 0 tn5_1 GCACAGTACAGAGCTG 1 tn5_2 GTGCACAGTTCTAGAGTGTGCAG 2 tn5_3 CCTCTACACTGTGCAGAA 3 tn5_4 GCACAGTTCTAGACTGTGCAG 4 tn5_5 CTGCACAGTGTAGAGTTGTGC 5 dnase_1 TTTACAAGTCCA 6 dnase_2 TGTACTTACGAA 7 NRF1 GCGCATGCGC 8 AP1 CGATATGACTCATCCC 9 CTCF TTGGCCACTAGGGGGCGCTAT 10 ETS CCGAAAGCGGAAGTGAGAC 11 SP1 AAGGGGGCGGGGCCTAA 12 RUNX CCCTAACCACAGCCC 13 NFKB GCAAGGGAAATTCCCCAGG 14 GATA+TAL GGCTGGGGGGGGCAGATAAGGCC 15 TAL GGCTGGG 16 NFYB CCAGCCAATCAGAGC 17 GABPA GAAACCGGAAGTGGCC 18 BACH1+MAFK AACTGCTGAGTCATCCCG 19 NRF1 CCCCGCGCATGCGCAGTGC 20 HNF4G CCGTTGGACTTTGGACCCTG got the model Model: "model_1" __________________________________________________________________________________________________ Layer (type) Output Shape Param # Connected to ================================================================================================== sequence (InputLayer) [(None, 2114, 4)] 0 __________________________________________________________________________________________________ wo_bias_bpnet_1st_conv (Conv1D) (None, 2094, 512) 43520 sequence[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_1conv (Conv1D) (None, 2090, 512) 786944 wo_bias_bpnet_1st_conv[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_1crop (Cropping1D (None, 2090, 512) 0 wo_bias_bpnet_1st_conv[0][0] __________________________________________________________________________________________________ add (Add) (None, 2090, 512) 0 wo_bias_bpnet_1conv[0][0] wo_bias_bpnet_1crop[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_2conv (Conv1D) (None, 2082, 512) 786944 add[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_2crop (Cropping1D (None, 2082, 512) 0 add[0][0] __________________________________________________________________________________________________ add_1 (Add) (None, 2082, 512) 0 wo_bias_bpnet_2conv[0][0] wo_bias_bpnet_2crop[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_3conv (Conv1D) (None, 2066, 512) 786944 add_1[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_3crop (Cropping1D (None, 2066, 512) 0 add_1[0][0] __________________________________________________________________________________________________ add_2 (Add) (None, 2066, 512) 0 wo_bias_bpnet_3conv[0][0] wo_bias_bpnet_3crop[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_4conv (Conv1D) (None, 2034, 512) 786944 add_2[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_4crop (Cropping1D (None, 2034, 512) 0 add_2[0][0] __________________________________________________________________________________________________ add_3 (Add) (None, 2034, 512) 0 wo_bias_bpnet_4conv[0][0] wo_bias_bpnet_4crop[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_5conv (Conv1D) (None, 1970, 512) 786944 add_3[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_5crop (Cropping1D (None, 1970, 512) 0 add_3[0][0] __________________________________________________________________________________________________ add_4 (Add) (None, 1970, 512) 0 wo_bias_bpnet_5conv[0][0] wo_bias_bpnet_5crop[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_6conv (Conv1D) (None, 1842, 512) 786944 add_4[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_6crop (Cropping1D (None, 1842, 512) 0 add_4[0][0] __________________________________________________________________________________________________ add_5 (Add) (None, 1842, 512) 0 wo_bias_bpnet_6conv[0][0] wo_bias_bpnet_6crop[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_7conv (Conv1D) (None, 1586, 512) 786944 add_5[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_7crop (Cropping1D (None, 1586, 512) 0 add_5[0][0] __________________________________________________________________________________________________ add_6 (Add) (None, 1586, 512) 0 wo_bias_bpnet_7conv[0][0] wo_bias_bpnet_7crop[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_8conv (Conv1D) (None, 1074, 512) 786944 add_6[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_8crop (Cropping1D (None, 1074, 512) 0 add_6[0][0] __________________________________________________________________________________________________ add_7 (Add) (None, 1074, 512) 0 wo_bias_bpnet_8conv[0][0] wo_bias_bpnet_8crop[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_prof_out_precrop (None, 1000, 1) 38401 add_7[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_logitt_before_fla (None, 1000, 1) 0 wo_bias_bpnet_prof_out_precrop[0] __________________________________________________________________________________________________ gap (GlobalAveragePooling1D) (None, 512) 0 add_7[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_logits_profile_pr (None, 1000) 0 wo_bias_bpnet_logitt_before_flatt __________________________________________________________________________________________________ wo_bias_bpnet_logcount_predicti (None, 1) 513 gap[0][0] ================================================================================================== Total params: 6,377,986 Trainable params: 6,377,986 Non-trainable params: 0 __________________________________________________________________________________________________ inferred model inputlen: 2114 inferred model outputlen: 1000 inserting motif: tn5_1 GCACAGTACAGAGCTG 1/34 [..............................] - ETA: 8:57 3/34 [=>............................] - ETA: 14s  4/34 [==>...........................] - ETA: 19s 5/34 [===>..........................] - ETA: 20s 6/34 [====>.........................] - ETA: 21s 7/34 [=====>........................] - ETA: 21s 8/34 [======>.......................] - ETA: 21s 9/34 [======>.......................] - ETA: 20s 10/34 [=======>......................] - ETA: 20s 11/34 [========>.....................] - ETA: 19s 12/34 [=========>....................] - ETA: 19s 13/34 [==========>...................] - ETA: 18s 14/34 [===========>..................] - ETA: 17s 15/34 [============>.................] - ETA: 16s 16/34 [=============>................] - ETA: 15s 17/34 [==============>...............] - ETA: 15s 18/34 [==============>...............] - ETA: 14s 19/34 [===============>..............] - ETA: 13s 20/34 [================>.............] - ETA: 12s 21/34 [=================>............] - ETA: 11s 22/34 [==================>...........] - ETA: 10s 23/34 [===================>..........] - ETA: 9s  24/34 [====================>.........] - ETA: 9s 25/34 [=====================>........] - ETA: 8s 26/34 [=====================>........] - ETA: 7s 27/34 [======================>.......] - ETA: 6s 28/34 [=======================>......] - ETA: 5s 29/34 [========================>.....] - ETA: 4s 30/34 [=========================>....] - ETA: 3s 31/34 [==========================>...] - ETA: 2s 32/34 [===========================>..] - ETA: 1s 33/34 [============================>.] - ETA: 0s 34/34 [==============================] - ETA: 0s 34/34 [==============================] - 64s 1s/step 1/34 [..............................] - ETA: 0s 2/34 [>.............................] - ETA: 30s 3/34 [=>............................] - ETA: 29s 4/34 [==>...........................] - ETA: 28s 5/34 [===>..........................] - ETA: 27s 6/34 [====>.........................] - ETA: 26s 7/34 [=====>........................] - ETA: 25s 8/34 [======>.......................] - ETA: 24s 9/34 [======>.......................] - ETA: 23s 10/34 [=======>......................] - ETA: 22s 11/34 [========>.....................] - ETA: 21s 12/34 [=========>....................] - ETA: 20s 13/34 [==========>...................] - ETA: 20s 14/34 [===========>..................] - ETA: 19s 15/34 [============>.................] - ETA: 18s 16/34 [=============>................] - ETA: 17s 17/34 [==============>...............] - ETA: 16s 18/34 [==============>...............] - ETA: 15s 19/34 [===============>..............] - ETA: 14s 20/34 [================>.............] - ETA: 13s 21/34 [=================>............] - ETA: 12s 22/34 [==================>...........] - ETA: 11s 23/34 [===================>..........] - ETA: 10s 24/34 [====================>.........] - ETA: 9s  25/34 [=====================>........] - ETA: 8s 26/34 [=====================>........] - ETA: 7s 27/34 [======================>.......] - ETA: 6s 28/34 [=======================>......] - ETA: 5s 29/34 [========================>.....] - ETA: 4s 30/34 [=========================>....] - ETA: 3s 31/34 [==========================>...] - ETA: 2s 32/34 [===========================>..] - ETA: 1s 33/34 [============================>.] - ETA: 0s 34/34 [==============================] - ETA: 0s 34/34 [==============================] - 32s 974ms/step inserting motif: tn5_2 GTGCACAGTTCTAGAGTGTGCAG 1/34 [..............................] - ETA: 0s 2/34 [>.............................] - ETA: 30s 3/34 [=>............................] - ETA: 29s 4/34 [==>...........................] - ETA: 28s 5/34 [===>..........................] - ETA: 27s 6/34 [====>.........................] - ETA: 26s 7/34 [=====>........................] - ETA: 25s 8/34 [======>.......................] - ETA: 24s 9/34 [======>.......................] - ETA: 23s 10/34 [=======>......................] - ETA: 23s 11/34 [========>.....................] - ETA: 22s 12/34 [=========>....................] - ETA: 21s 13/34 [==========>...................] - ETA: 20s 14/34 [===========>..................] - ETA: 19s 15/34 [============>.................] - ETA: 18s 16/34 [=============>................] - ETA: 17s 17/34 [==============>...............] - ETA: 16s 18/34 [==============>...............] - ETA: 15s 19/34 [===============>..............] - ETA: 14s 20/34 [================>.............] - ETA: 13s 21/34 [=================>............] - ETA: 12s 22/34 [==================>...........] - ETA: 11s 23/34 [===================>..........] - ETA: 10s 24/34 [====================>.........] - ETA: 9s  25/34 [=====================>........] - ETA: 8s 26/34 [=====================>........] - ETA: 7s 27/34 [======================>.......] - ETA: 6s 28/34 [=======================>......] - ETA: 5s 29/34 [========================>.....] - ETA: 4s 30/34 [=========================>....] - ETA: 3s 31/34 [==========================>...] - ETA: 2s 32/34 [===========================>..] - ETA: 1s 33/34 [============================>.] - ETA: 0s 34/34 [==============================] - ETA: 0s 34/34 [==============================] - 32s 978ms/step 1/34 [..............................] - ETA: 0s 2/34 [>.............................] - ETA: 30s 3/34 [=>............................] - ETA: 29s 4/34 [==>...........................] - ETA: 28s 5/34 [===>..........................] - ETA: 27s 6/34 [====>.........................] - ETA: 26s 7/34 [=====>........................] - ETA: 25s 8/34 [======>.......................] - ETA: 24s 9/34 [======>.......................] - ETA: 24s 10/34 [=======>......................] - ETA: 23s 11/34 [========>.....................] - ETA: 22s 12/34 [=========>....................] - ETA: 21s 13/34 [==========>...................] - ETA: 20s 14/34 [===========>..................] - ETA: 19s 15/34 [============>.................] - ETA: 18s 16/34 [=============>................] - ETA: 17s 17/34 [==============>...............] - ETA: 16s 18/34 [==============>...............] - ETA: 15s 19/34 [===============>..............] - ETA: 14s 20/34 [================>.............] - ETA: 13s 21/34 [=================>............] - ETA: 12s 22/34 [==================>...........] - ETA: 11s 23/34 [===================>..........] - ETA: 10s 24/34 [====================>.........] - ETA: 9s  25/34 [=====================>........] - ETA: 8s 26/34 [=====================>........] - ETA: 7s 27/34 [======================>.......] - ETA: 6s 28/34 [=======================>......] - ETA: 5s 29/34 [========================>.....] - ETA: 4s 30/34 [=========================>....] - ETA: 3s 31/34 [==========================>...] - ETA: 2s 32/34 [===========================>..] - ETA: 1s 33/34 [============================>.] - ETA: 0s 34/34 [==============================] - ETA: 0s 34/34 [==============================] - 32s 979ms/step inserting motif: tn5_3 CCTCTACACTGTGCAGAA 1/34 [..............................] - ETA: 0s 2/34 [>.............................] - ETA: 30s 3/34 [=>............................] - ETA: 29s 4/34 [==>...........................] - ETA: 28s 5/34 [===>..........................] - ETA: 27s 6/34 [====>.........................] - ETA: 26s 7/34 [=====>........................] - ETA: 25s 8/34 [======>.......................] - ETA: 25s 9/34 [======>.......................] - ETA: 24s 10/34 [=======>......................] - ETA: 23s 11/34 [========>.....................] - ETA: 22s 12/34 [=========>....................] - ETA: 21s 13/34 [==========>...................] - ETA: 20s 14/34 [===========>..................] - ETA: 19s 15/34 [============>.................] - ETA: 18s 16/34 [=============>................] - ETA: 17s 17/34 [==============>...............] - ETA: 16s 18/34 [==============>...............] - ETA: 15s 19/34 [===============>..............] - ETA: 14s 20/34 [================>.............] - ETA: 13s 21/34 [=================>............] - ETA: 12s 22/34 [==================>...........] - ETA: 11s 23/34 [===================>..........] - ETA: 10s 24/34 [====================>.........] - ETA: 9s  25/34 [=====================>........] - ETA: 8s 26/34 [=====================>........] - ETA: 7s 27/34 [======================>.......] - ETA: 6s 28/34 [=======================>......] - ETA: 5s 29/34 [========================>.....] - ETA: 4s 30/34 [=========================>....] - ETA: 3s 31/34 [==========================>...] - ETA: 2s 32/34 [===========================>..] - ETA: 1s 33/34 [============================>.] - ETA: 0s 34/34 [==============================] - ETA: 0s 34/34 [==============================] - 32s 980ms/step 1/34 [..............................] - ETA: 0s 2/34 [>.............................] - ETA: 30s 3/34 [=>............................] - ETA: 29s 4/34 [==>...........................] - ETA: 28s 5/34 [===>..........................] - ETA: 27s 6/34 [====>.........................] - ETA: 26s 7/34 [=====>........................] - ETA: 25s 8/34 [======>.......................] - ETA: 25s 9/34 [======>.......................] - ETA: 24s 10/34 [=======>......................] - ETA: 23s 11/34 [========>.....................] - ETA: 22s 12/34 [=========>....................] - ETA: 21s 13/34 [==========>...................] - ETA: 20s 14/34 [===========>..................] - ETA: 19s 15/34 [============>.................] - ETA: 18s 16/34 [=============>................] - ETA: 17s 17/34 [==============>...............] - ETA: 16s 18/34 [==============>...............] - ETA: 15s 19/34 [===============>..............] - ETA: 14s 20/34 [================>.............] - ETA: 13s 21/34 [=================>............] - ETA: 12s 22/34 [==================>...........] - ETA: 11s 23/34 [===================>..........] - ETA: 10s 24/34 [====================>.........] - ETA: 9s  25/34 [=====================>........] - ETA: 8s 26/34 [=====================>........] - ETA: 7s 27/34 [======================>.......] - ETA: 6s 28/34 [=======================>......] - ETA: 5s 29/34 [========================>.....] - ETA: 4s 30/34 [=========================>....] - ETA: 3s 31/34 [==========================>...] - ETA: 2s 32/34 [===========================>..] - ETA: 1s 33/34 [============================>.] - ETA: 0s 34/34 [==============================] - ETA: 0s 34/34 [==============================] - 32s 981ms/step inserting motif: tn5_4 GCACAGTTCTAGACTGTGCAG 1/34 [..............................] - ETA: 0s 2/34 [>.............................] - ETA: 30s 3/34 [=>............................] - ETA: 29s 4/34 [==>...........................] - ETA: 28s 5/34 [===>..........................] - ETA: 27s 6/34 [====>.........................] - ETA: 26s 7/34 [=====>........................] - ETA: 25s 8/34 [======>.......................] - ETA: 24s 9/34 [======>.......................] - ETA: 24s 10/34 [=======>......................] - ETA: 23s 11/34 [========>.....................] - ETA: 22s 12/34 [=========>....................] - ETA: 21s 13/34 [==========>...................] - ETA: 20s 14/34 [===========>..................] - ETA: 19s 15/34 [============>.................] - ETA: 18s 16/34 [=============>................] - ETA: 17s 17/34 [==============>...............] - ETA: 16s 18/34 [==============>...............] - ETA: 15s 19/34 [===============>..............] - ETA: 14s 20/34 [================>.............] - ETA: 13s 21/34 [=================>............] - ETA: 12s 22/34 [==================>...........] - ETA: 11s 23/34 [===================>..........] - ETA: 10s 24/34 [====================>.........] - ETA: 9s  25/34 [=====================>........] - ETA: 8s 26/34 [=====================>........] - ETA: 7s 27/34 [======================>.......] - ETA: 6s 28/34 [=======================>......] - ETA: 5s 29/34 [========================>.....] - ETA: 4s 30/34 [=========================>....] - ETA: 3s 31/34 [==========================>...] - ETA: 2s 32/34 [===========================>..] - ETA: 1s 33/34 [============================>.] - ETA: 0s 34/34 [==============================] - ETA: 0s 34/34 [==============================] - 32s 979ms/step 1/34 [..............................] - ETA: 0s 2/34 [>.............................] - ETA: 30s 3/34 [=>............................] - ETA: 29s 4/34 [==>...........................] - ETA: 28s 5/34 [===>..........................] - ETA: 27s 6/34 [====>.........................] - ETA: 26s 7/34 [=====>........................] - ETA: 25s 8/34 [======>.......................] - ETA: 24s 9/34 [======>.......................] - ETA: 23s 10/34 [=======>......................] - ETA: 23s 11/34 [========>.....................] - ETA: 22s 12/34 [=========>....................] - ETA: 21s 13/34 [==========>...................] - ETA: 20s 14/34 [===========>..................] - ETA: 19s 15/34 [============>.................] - ETA: 18s 16/34 [=============>................] - ETA: 17s 17/34 [==============>...............] - ETA: 16s 18/34 [==============>...............] - ETA: 15s 19/34 [===============>..............] - ETA: 14s 20/34 [================>.............] - ETA: 13s 21/34 [=================>............] - ETA: 12s 22/34 [==================>...........] - ETA: 11s 23/34 [===================>..........] - ETA: 10s 24/34 [====================>.........] - ETA: 9s  25/34 [=====================>........] - ETA: 8s 26/34 [=====================>........] - ETA: 7s 27/34 [======================>.......] - ETA: 6s 28/34 [=======================>......] - ETA: 5s 29/34 [========================>.....] - ETA: 4s 30/34 [=========================>....] - ETA: 3s 31/34 [==========================>...] - ETA: 2s 32/34 [===========================>..] - ETA: 1s 33/34 [============================>.] - ETA: 0s 34/34 [==============================] - ETA: 0s 34/34 [==============================] - 32s 978ms/step inserting motif: tn5_5 CTGCACAGTGTAGAGTTGTGC 1/34 [..............................] - ETA: 0s 2/34 [>.............................] - ETA: 30s 3/34 [=>............................] - ETA: 29s 4/34 [==>...........................] - ETA: 28s 5/34 [===>..........................] - ETA: 27s 6/34 [====>.........................] - ETA: 26s 7/34 [=====>........................] - ETA: 25s 8/34 [======>.......................] - ETA: 24s 9/34 [======>.......................] - ETA: 24s 10/34 [=======>......................] - ETA: 23s 11/34 [========>.....................] - ETA: 22s 12/34 [=========>....................] - ETA: 21s 13/34 [==========>...................] - ETA: 20s 14/34 [===========>..................] - ETA: 19s 15/34 [============>.................] - ETA: 18s 16/34 [=============>................] - ETA: 17s 17/34 [==============>...............] - ETA: 16s 18/34 [==============>...............] - ETA: 15s 19/34 [===============>..............] - ETA: 14s 20/34 [================>.............] - ETA: 13s 21/34 [=================>............] - ETA: 12s 22/34 [==================>...........] - ETA: 11s 23/34 [===================>..........] - ETA: 10s 24/34 [====================>.........] - ETA: 9s  25/34 [=====================>........] - ETA: 8s 26/34 [=====================>........] - ETA: 7s 27/34 [======================>.......] - ETA: 6s 28/34 [=======================>......] - ETA: 5s 29/34 [========================>.....] - ETA: 4s 30/34 [=========================>....] - ETA: 3s 31/34 [==========================>...] - ETA: 2s 32/34 [===========================>..] - ETA: 1s 33/34 [============================>.] - ETA: 0s 34/34 [==============================] - ETA: 0s 34/34 [==============================] - 32s 979ms/step 1/34 [..............................] - ETA: 0s 2/34 [>.............................] - ETA: 30s 3/34 [=>............................] - ETA: 29s 4/34 [==>...........................] - ETA: 28s 5/34 [===>..........................] - ETA: 27s 6/34 [====>.........................] - ETA: 26s 7/34 [=====>........................] - ETA: 25s 8/34 [======>.......................] - ETA: 24s 9/34 [======>.......................] - ETA: 23s 10/34 [=======>......................] - ETA: 23s 11/34 [========>.....................] - ETA: 22s 12/34 [=========>....................] - ETA: 21s 13/34 [==========>...................] - ETA: 20s 14/34 [===========>..................] - ETA: 19s 15/34 [============>.................] - ETA: 18s 16/34 [=============>................] - ETA: 17s 17/34 [==============>...............] - ETA: 16s 18/34 [==============>...............] - ETA: 15s 19/34 [===============>..............] - ETA: 14s 20/34 [================>.............] - ETA: 13s 21/34 [=================>............] - ETA: 12s 22/34 [==================>...........] - ETA: 11s 23/34 [===================>..........] - ETA: 10s 24/34 [====================>.........] - ETA: 9s  25/34 [=====================>........] - ETA: 8s 26/34 [=====================>........] - ETA: 7s 27/34 [======================>.......] - ETA: 6s 28/34 [=======================>......] - ETA: 5s 29/34 [========================>.....] - ETA: 4s 30/34 [=========================>....] - ETA: 3s 31/34 [==========================>...] - ETA: 2s 32/34 [===========================>..] - ETA: 1s 33/34 [============================>.] - ETA: 0s 34/34 [==============================] - ETA: 0s 34/34 [==============================] - 32s 979ms/step Saving marginal footprints 2022-09-22_19-10-10: mkdir /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR040DJK//chrombpnet_model_feb15_fold_1//footprints 2022-09-22_19-10-10: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/evaluation/marginal_footprints/marginal_footprinting.py \ -g /scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ -r /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR040DJK//chrombpnet_model_feb15_fold_1//filtered.nonpeaks.bed \ -chr chr1 \ -m /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR040DJK//chrombpnet_model_feb15_fold_1//bias_model_scaled.h5 \ -bs 512 \ -o /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR040DJK//chrombpnet_model_feb15_fold_1//footprints/bias \ -pwm_f src/evaluation/marginal_footprints/motif_to_pwm.tsv \ -mo tn5_1,tn5_2,tn5_3,tn5_4,tn5_5 MOTIF_NAME MOTIF_PWM_FWD 0 tn5_1 GCACAGTACAGAGCTG 1 tn5_2 GTGCACAGTTCTAGAGTGTGCAG 2 tn5_3 CCTCTACACTGTGCAGAA 3 tn5_4 GCACAGTTCTAGACTGTGCAG 4 tn5_5 CTGCACAGTGTAGAGTTGTGC 5 dnase_1 TTTACAAGTCCA 6 dnase_2 TGTACTTACGAA 7 NRF1 GCGCATGCGC 8 AP1 CGATATGACTCATCCC 9 CTCF TTGGCCACTAGGGGGCGCTAT 10 ETS CCGAAAGCGGAAGTGAGAC 11 SP1 AAGGGGGCGGGGCCTAA 12 RUNX CCCTAACCACAGCCC 13 NFKB GCAAGGGAAATTCCCCAGG 14 GATA+TAL GGCTGGGGGGGGCAGATAAGGCC 15 TAL GGCTGGG 16 NFYB CCAGCCAATCAGAGC 17 GABPA GAAACCGGAAGTGGCC 18 BACH1+MAFK AACTGCTGAGTCATCCCG 19 NRF1 CCCCGCGCATGCGCAGTGC 20 HNF4G CCGTTGGACTTTGGACCCTG got the model Model: "model" __________________________________________________________________________________________________ Layer (type) Output Shape Param # Connected to ================================================================================================== sequence (InputLayer) [(None, 2114, 4)] 0 __________________________________________________________________________________________________ bpnet_1st_conv (Conv1D) (None, 2094, 128) 10880 sequence[0][0] __________________________________________________________________________________________________ bpnet_1conv (Conv1D) (None, 2090, 128) 49280 bpnet_1st_conv[0][0] __________________________________________________________________________________________________ bpnet_1crop (Cropping1D) (None, 2090, 128) 0 bpnet_1st_conv[0][0] __________________________________________________________________________________________________ add (Add) (None, 2090, 128) 0 bpnet_1conv[0][0] bpnet_1crop[0][0] __________________________________________________________________________________________________ bpnet_2conv (Conv1D) (None, 2082, 128) 49280 add[0][0] __________________________________________________________________________________________________ bpnet_2crop (Cropping1D) (None, 2082, 128) 0 add[0][0] __________________________________________________________________________________________________ add_1 (Add) (None, 2082, 128) 0 bpnet_2conv[0][0] bpnet_2crop[0][0] __________________________________________________________________________________________________ bpnet_3conv (Conv1D) (None, 2066, 128) 49280 add_1[0][0] __________________________________________________________________________________________________ bpnet_3crop (Cropping1D) (None, 2066, 128) 0 add_1[0][0] __________________________________________________________________________________________________ add_2 (Add) (None, 2066, 128) 0 bpnet_3conv[0][0] bpnet_3crop[0][0] __________________________________________________________________________________________________ bpnet_4conv (Conv1D) (None, 2034, 128) 49280 add_2[0][0] __________________________________________________________________________________________________ bpnet_4crop (Cropping1D) (None, 2034, 128) 0 add_2[0][0] __________________________________________________________________________________________________ add_3 (Add) (None, 2034, 128) 0 bpnet_4conv[0][0] bpnet_4crop[0][0] __________________________________________________________________________________________________ prof_out_precrop (Conv1D) (None, 1960, 1) 9601 add_3[0][0] __________________________________________________________________________________________________ logits_profile_predictions_pref (None, 1000, 1) 0 prof_out_precrop[0][0] __________________________________________________________________________________________________ gap (GlobalAveragePooling1D) (None, 128) 0 add_3[0][0] __________________________________________________________________________________________________ logits_profile_predictions (Fla (None, 1000) 0 logits_profile_predictions_prefla __________________________________________________________________________________________________ logcount_predictions (Dense) (None, 1) 129 gap[0][0] ================================================================================================== Total params: 217,730 Trainable params: 217,730 Non-trainable params: 0 __________________________________________________________________________________________________ inferred model inputlen: 2114 inferred model outputlen: 1000 inserting motif: tn5_1 GCACAGTACAGAGCTG 1/34 [..............................] - ETA: 6:21 3/34 [=>............................] - ETA: 1s  4/34 [==>...........................] - ETA: 1s 5/34 [===>..........................] - ETA: 1s 6/34 [====>.........................] - ETA: 1s 7/34 [=====>........................] - ETA: 1s 8/34 [======>.......................] - ETA: 1s 9/34 [======>.......................] - ETA: 1s 10/34 [=======>......................] - ETA: 1s 11/34 [========>.....................] - ETA: 1s 12/34 [=========>....................] - ETA: 1s 13/34 [==========>...................] - ETA: 1s 14/34 [===========>..................] - ETA: 1s 15/34 [============>.................] - ETA: 1s 16/34 [=============>................] - ETA: 1s 17/34 [==============>...............] - ETA: 1s 18/34 [==============>...............] - ETA: 1s 19/34 [===============>..............] - ETA: 1s 20/34 [================>.............] - ETA: 1s 21/34 [=================>............] - ETA: 1s 22/34 [==================>...........] - ETA: 0s 23/34 [===================>..........] - ETA: 0s 24/34 [====================>.........] - ETA: 0s 25/34 [=====================>........] - ETA: 0s 26/34 [=====================>........] - ETA: 0s 27/34 [======================>.......] - ETA: 0s 28/34 [=======================>......] - ETA: 0s 29/34 [========================>.....] - ETA: 0s 30/34 [=========================>....] - ETA: 0s 31/34 [==========================>...] - ETA: 0s 32/34 [===========================>..] - ETA: 0s 33/34 [============================>.] - ETA: 0s 34/34 [==============================] - ETA: 0s 34/34 [==============================] - 24s 367ms/step 1/34 [..............................] - ETA: 0s 2/34 [>.............................] - ETA: 2s 3/34 [=>............................] - ETA: 2s 4/34 [==>...........................] - ETA: 2s 5/34 [===>..........................] - ETA: 2s 6/34 [====>.........................] - ETA: 2s 7/34 [=====>........................] - ETA: 2s 8/34 [======>.......................] - ETA: 2s 9/34 [======>.......................] - ETA: 2s 10/34 [=======>......................] - ETA: 2s 11/34 [========>.....................] - ETA: 1s 12/34 [=========>....................] - ETA: 1s 13/34 [==========>...................] - ETA: 1s 14/34 [===========>..................] - ETA: 1s 15/34 [============>.................] - ETA: 1s 16/34 [=============>................] - ETA: 1s 17/34 [==============>...............] - ETA: 1s 18/34 [==============>...............] - ETA: 1s 19/34 [===============>..............] - ETA: 1s 20/34 [================>.............] - ETA: 1s 21/34 [=================>............] - ETA: 1s 22/34 [==================>...........] - ETA: 1s 23/34 [===================>..........] - ETA: 0s 24/34 [====================>.........] - ETA: 0s 25/34 [=====================>........] - ETA: 0s 26/34 [=====================>........] - ETA: 0s 27/34 [======================>.......] - ETA: 0s 28/34 [=======================>......] - ETA: 0s 29/34 [========================>.....] - ETA: 0s 30/34 [=========================>....] - ETA: 0s 31/34 [==========================>...] - ETA: 0s 32/34 [===========================>..] - ETA: 0s 33/34 [============================>.] - ETA: 0s 34/34 [==============================] - ETA: 0s 34/34 [==============================] - 3s 88ms/step inserting motif: tn5_2 GTGCACAGTTCTAGAGTGTGCAG 1/34 [..............................] - ETA: 0s 2/34 [>.............................] - ETA: 2s 3/34 [=>............................] - ETA: 2s 4/34 [==>...........................] - ETA: 2s 5/34 [===>..........................] - ETA: 2s 6/34 [====>.........................] - ETA: 2s 7/34 [=====>........................] - ETA: 2s 8/34 [======>.......................] - ETA: 2s 9/34 [======>.......................] - ETA: 2s 10/34 [=======>......................] - ETA: 2s 11/34 [========>.....................] - ETA: 1s 12/34 [=========>....................] - ETA: 1s 13/34 [==========>...................] - ETA: 1s 14/34 [===========>..................] - ETA: 1s 15/34 [============>.................] - ETA: 1s 16/34 [=============>................] - ETA: 1s 17/34 [==============>...............] - ETA: 1s 18/34 [==============>...............] - ETA: 1s 19/34 [===============>..............] - ETA: 1s 20/34 [================>.............] - ETA: 1s 21/34 [=================>............] - ETA: 1s 22/34 [==================>...........] - ETA: 1s 23/34 [===================>..........] - ETA: 0s 24/34 [====================>.........] - ETA: 0s 25/34 [=====================>........] - ETA: 0s 26/34 [=====================>........] - ETA: 0s 27/34 [======================>.......] - ETA: 0s 28/34 [=======================>......] - ETA: 0s 29/34 [========================>.....] - ETA: 0s 30/34 [=========================>....] - ETA: 0s 31/34 [==========================>...] - ETA: 0s 32/34 [===========================>..] - ETA: 0s 33/34 [============================>.] - ETA: 0s 34/34 [==============================] - ETA: 0s 34/34 [==============================] - 3s 87ms/step 1/34 [..............................] - ETA: 0s 2/34 [>.............................] - ETA: 2s 3/34 [=>............................] - ETA: 2s 4/34 [==>...........................] - ETA: 2s 5/34 [===>..........................] - ETA: 2s 6/34 [====>.........................] - ETA: 2s 7/34 [=====>........................] - ETA: 2s 8/34 [======>.......................] - ETA: 2s 9/34 [======>.......................] - ETA: 2s 10/34 [=======>......................] - ETA: 2s 11/34 [========>.....................] - ETA: 1s 12/34 [=========>....................] - ETA: 1s 13/34 [==========>...................] - ETA: 1s 14/34 [===========>..................] - ETA: 1s 15/34 [============>.................] - ETA: 1s 16/34 [=============>................] - ETA: 1s 17/34 [==============>...............] - ETA: 1s 18/34 [==============>...............] - ETA: 1s 19/34 [===============>..............] - ETA: 1s 20/34 [================>.............] - ETA: 1s 21/34 [=================>............] - ETA: 1s 22/34 [==================>...........] - ETA: 1s 23/34 [===================>..........] - ETA: 0s 24/34 [====================>.........] - ETA: 0s 25/34 [=====================>........] - ETA: 0s 26/34 [=====================>........] - ETA: 0s 27/34 [======================>.......] - ETA: 0s 28/34 [=======================>......] - ETA: 0s 29/34 [========================>.....] - ETA: 0s 30/34 [=========================>....] - ETA: 0s 31/34 [==========================>...] - ETA: 0s 32/34 [===========================>..] - ETA: 0s 33/34 [============================>.] - ETA: 0s 34/34 [==============================] - ETA: 0s 34/34 [==============================] - 3s 88ms/step inserting motif: tn5_3 CCTCTACACTGTGCAGAA 1/34 [..............................] - ETA: 0s 2/34 [>.............................] - ETA: 2s 3/34 [=>............................] - ETA: 2s 4/34 [==>...........................] - ETA: 2s 5/34 [===>..........................] - ETA: 2s 6/34 [====>.........................] - ETA: 2s 7/34 [=====>........................] - ETA: 2s 8/34 [======>.......................] - ETA: 2s 9/34 [======>.......................] - ETA: 2s 10/34 [=======>......................] - ETA: 2s 11/34 [========>.....................] - ETA: 1s 12/34 [=========>....................] - ETA: 1s 13/34 [==========>...................] - ETA: 1s 14/34 [===========>..................] - ETA: 1s 15/34 [============>.................] - ETA: 1s 16/34 [=============>................] - ETA: 1s 17/34 [==============>...............] - ETA: 1s 18/34 [==============>...............] - ETA: 1s 19/34 [===============>..............] - ETA: 1s 20/34 [================>.............] - ETA: 1s 21/34 [=================>............] - ETA: 1s 22/34 [==================>...........] - ETA: 1s 23/34 [===================>..........] - ETA: 0s 24/34 [====================>.........] - ETA: 0s 25/34 [=====================>........] - ETA: 0s 26/34 [=====================>........] - ETA: 0s 27/34 [======================>.......] - ETA: 0s 28/34 [=======================>......] - ETA: 0s 29/34 [========================>.....] - ETA: 0s 30/34 [=========================>....] - ETA: 0s 31/34 [==========================>...] - ETA: 0s 32/34 [===========================>..] - ETA: 0s 33/34 [============================>.] - ETA: 0s 34/34 [==============================] - ETA: 0s 34/34 [==============================] - 3s 87ms/step 1/34 [..............................] - ETA: 0s 2/34 [>.............................] - ETA: 2s 3/34 [=>............................] - ETA: 2s 4/34 [==>...........................] - ETA: 2s 5/34 [===>..........................] - ETA: 2s 6/34 [====>.........................] - ETA: 2s 7/34 [=====>........................] - ETA: 2s 8/34 [======>.......................] - ETA: 2s 9/34 [======>.......................] - ETA: 2s 10/34 [=======>......................] - ETA: 2s 11/34 [========>.....................] - ETA: 1s 12/34 [=========>....................] - ETA: 1s 13/34 [==========>...................] - ETA: 1s 14/34 [===========>..................] - ETA: 1s 15/34 [============>.................] - ETA: 1s 16/34 [=============>................] - ETA: 1s 17/34 [==============>...............] - ETA: 1s 18/34 [==============>...............] - ETA: 1s 19/34 [===============>..............] - ETA: 1s 20/34 [================>.............] - ETA: 1s 21/34 [=================>............] - ETA: 1s 22/34 [==================>...........] - ETA: 1s 23/34 [===================>..........] - ETA: 0s 24/34 [====================>.........] - ETA: 0s 25/34 [=====================>........] - ETA: 0s 26/34 [=====================>........] - ETA: 0s 27/34 [======================>.......] - ETA: 0s 28/34 [=======================>......] - ETA: 0s 29/34 [========================>.....] - ETA: 0s 30/34 [=========================>....] - ETA: 0s 31/34 [==========================>...] - ETA: 0s 32/34 [===========================>..] - ETA: 0s 33/34 [============================>.] - ETA: 0s 34/34 [==============================] - ETA: 0s 34/34 [==============================] - 3s 88ms/step inserting motif: tn5_4 GCACAGTTCTAGACTGTGCAG 1/34 [..............................] - ETA: 0s 2/34 [>.............................] - ETA: 2s 3/34 [=>............................] - ETA: 2s 4/34 [==>...........................] - ETA: 2s 5/34 [===>..........................] - ETA: 2s 6/34 [====>.........................] - ETA: 2s 7/34 [=====>........................] - ETA: 2s 8/34 [======>.......................] - ETA: 2s 9/34 [======>.......................] - ETA: 2s 10/34 [=======>......................] - ETA: 2s 11/34 [========>.....................] - ETA: 1s 12/34 [=========>....................] - ETA: 1s 13/34 [==========>...................] - ETA: 1s 14/34 [===========>..................] - ETA: 1s 15/34 [============>.................] - ETA: 1s 16/34 [=============>................] - ETA: 1s 17/34 [==============>...............] - ETA: 1s 18/34 [==============>...............] - ETA: 1s 19/34 [===============>..............] - ETA: 1s 20/34 [================>.............] - ETA: 1s 21/34 [=================>............] - ETA: 1s 22/34 [==================>...........] - ETA: 1s 23/34 [===================>..........] - ETA: 0s 24/34 [====================>.........] - ETA: 0s 25/34 [=====================>........] - ETA: 0s 26/34 [=====================>........] - ETA: 0s 27/34 [======================>.......] - ETA: 0s 28/34 [=======================>......] - ETA: 0s 29/34 [========================>.....] - ETA: 0s 30/34 [=========================>....] - ETA: 0s 31/34 [==========================>...] - ETA: 0s 32/34 [===========================>..] - ETA: 0s 33/34 [============================>.] - ETA: 0s 34/34 [==============================] - ETA: 0s 34/34 [==============================] - 3s 88ms/step 1/34 [..............................] - ETA: 0s 2/34 [>.............................] - ETA: 2s 3/34 [=>............................] - ETA: 2s 4/34 [==>...........................] - ETA: 2s 5/34 [===>..........................] - ETA: 2s 6/34 [====>.........................] - ETA: 2s 7/34 [=====>........................] - ETA: 2s 8/34 [======>.......................] - ETA: 2s 9/34 [======>.......................] - ETA: 2s 10/34 [=======>......................] - ETA: 2s 11/34 [========>.....................] - ETA: 1s 12/34 [=========>....................] - ETA: 1s 13/34 [==========>...................] - ETA: 1s 14/34 [===========>..................] - ETA: 1s 15/34 [============>.................] - ETA: 1s 16/34 [=============>................] - ETA: 1s 17/34 [==============>...............] - ETA: 1s 18/34 [==============>...............] - ETA: 1s 19/34 [===============>..............] - ETA: 1s 20/34 [================>.............] - ETA: 1s 21/34 [=================>............] - ETA: 1s 22/34 [==================>...........] - ETA: 1s 23/34 [===================>..........] - ETA: 0s 24/34 [====================>.........] - ETA: 0s 25/34 [=====================>........] - ETA: 0s 26/34 [=====================>........] - ETA: 0s 27/34 [======================>.......] - ETA: 0s 28/34 [=======================>......] - ETA: 0s 29/34 [========================>.....] - ETA: 0s 30/34 [=========================>....] - ETA: 0s 31/34 [==========================>...] - ETA: 0s 32/34 [===========================>..] - ETA: 0s 33/34 [============================>.] - ETA: 0s 34/34 [==============================] - ETA: 0s 34/34 [==============================] - 3s 87ms/step inserting motif: tn5_5 CTGCACAGTGTAGAGTTGTGC 1/34 [..............................] - ETA: 0s 2/34 [>.............................] - ETA: 2s 3/34 [=>............................] - ETA: 2s 4/34 [==>...........................] - ETA: 2s 5/34 [===>..........................] - ETA: 2s 6/34 [====>.........................] - ETA: 2s 7/34 [=====>........................] - ETA: 2s 8/34 [======>.......................] - ETA: 2s 9/34 [======>.......................] - ETA: 2s 10/34 [=======>......................] - ETA: 2s 11/34 [========>.....................] - ETA: 1s 12/34 [=========>....................] - ETA: 1s 13/34 [==========>...................] - ETA: 1s 14/34 [===========>..................] - ETA: 1s 15/34 [============>.................] - ETA: 1s 16/34 [=============>................] - ETA: 1s 17/34 [==============>...............] - ETA: 1s 18/34 [==============>...............] - ETA: 1s 19/34 [===============>..............] - ETA: 1s 20/34 [================>.............] - ETA: 1s 21/34 [=================>............] - ETA: 1s 22/34 [==================>...........] - ETA: 1s 23/34 [===================>..........] - ETA: 0s 24/34 [====================>.........] - ETA: 0s 25/34 [=====================>........] - ETA: 0s 26/34 [=====================>........] - ETA: 0s 27/34 [======================>.......] - ETA: 0s 28/34 [=======================>......] - ETA: 0s 29/34 [========================>.....] - ETA: 0s 30/34 [=========================>....] - ETA: 0s 31/34 [==========================>...] - ETA: 0s 32/34 [===========================>..] - ETA: 0s 33/34 [============================>.] - ETA: 0s 34/34 [==============================] - ETA: 0s 34/34 [==============================] - 3s 87ms/step 1/34 [..............................] - ETA: 0s 2/34 [>.............................] - ETA: 2s 3/34 [=>............................] - ETA: 2s 4/34 [==>...........................] - ETA: 2s 5/34 [===>..........................] - ETA: 2s 6/34 [====>.........................] - ETA: 2s 7/34 [=====>........................] - ETA: 2s 8/34 [======>.......................] - ETA: 2s 9/34 [======>.......................] - ETA: 2s 10/34 [=======>......................] - ETA: 2s 11/34 [========>.....................] - ETA: 1s 12/34 [=========>....................] - ETA: 1s 13/34 [==========>...................] - ETA: 1s 14/34 [===========>..................] - ETA: 1s 15/34 [============>.................] - ETA: 1s 16/34 [=============>................] - ETA: 1s 17/34 [==============>...............] - ETA: 1s 18/34 [==============>...............] - ETA: 1s 19/34 [===============>..............] - ETA: 1s 20/34 [================>.............] - ETA: 1s 21/34 [=================>............] - ETA: 1s 22/34 [==================>...........] - ETA: 1s 23/34 [===================>..........] - ETA: 0s 24/34 [====================>.........] - ETA: 0s 25/34 [=====================>........] - ETA: 0s 26/34 [=====================>........] - ETA: 0s 27/34 [======================>.......] - ETA: 0s 28/34 [=======================>......] - ETA: 0s 29/34 [========================>.....] - ETA: 0s 30/34 [=========================>....] - ETA: 0s 31/34 [==========================>...] - ETA: 0s 32/34 [===========================>..] - ETA: 0s 33/34 [============================>.] - ETA: 0s 34/34 [==============================] - ETA: 0s 34/34 [==============================] - 3s 87ms/step Saving marginal footprints