DNase-seq DNASE_SE /scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_1.json Sun Oct 16 16:16:40 2022 +-----------------------------------------------------------------------------+ | NVIDIA-SMI 520.61.05 Driver Version: 520.61.05 CUDA Version: 11.8 | |-------------------------------+----------------------+----------------------+ | GPU Name Persistence-M| Bus-Id Disp.A | Volatile Uncorr. ECC | | Fan Temp Perf Pwr:Usage/Cap| Memory-Usage | GPU-Util Compute M. | | | | MIG M. | |===============================+======================+======================| | 0 NVIDIA A100-SXM... On | 00000000:01:00.0 Off | 0 | | N/A 28C P0 64W / 500W | 0MiB / 81920MiB | 0% E. Process | | | | Disabled | +-------------------------------+----------------------+----------------------+ +-----------------------------------------------------------------------------+ | Processes: | | GPU GI CI PID Type Process name GPU Memory | | ID ID Usage | |=============================================================================| | No running processes found | +-----------------------------------------------------------------------------+ No logfile supplied - creating one 2022-10-16_16-16-48: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/helpers/hyperparameters/find_chrombpnet_hyperparams.py \ --genome=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ --bigwig=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR924IHU//preprocessing/bigWigs/ENCSR924IHU.bigWig \ --peaks=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR924IHU//preprocessing/downloads/peaks.bed.gz \ --nonpeaks=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR924IHU//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/ENCSR880CUB/fold_1/bias.h5 \ --output_dir=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR924IHU//chrombppnet_model_encsr880cub_bias_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: 158596 Number of peaks filtered because the input/output is on the edge: 0 Number of peaks being used: 158596 Number of peaks input: 41404 Number of peaks filtered because the input/output is on the edge: 0 Number of peaks being used: 41404 Number of non peaks input: 159663 Number of non peaks filtered because the input/output is on the edge: 0 Number of non peaks being used: 159663 Number of non peaks input: 40336 Number of non peaks filtered because the input/output is on the edge: 0 Number of non peaks being used: 40336 Number of peaks after removing outliers: 156851 Number of nonpeaks after removing outliers: 142134 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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4392/4442 [============================>.] - ETA: 0s 4404/4442 [============================>.] - ETA: 0s 4416/4442 [============================>.] - ETA: 0s 4428/4442 [============================>.] - ETA: 0s 4440/4442 [============================>.] - ETA: 0s 4442/4442 [==============================] - ETA: 0s 4442/4442 [==============================] - 33s 5ms/step 2022-10-16_16-21-26: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/train.py \ --genome=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ --bigwig=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR924IHU//preprocessing/bigWigs/ENCSR924IHU.bigWig \ --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR924IHU//chrombppnet_model_encsr880cub_bias_fold_1//filtered.peaks.bed \ --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR924IHU//chrombppnet_model_encsr880cub_bias_fold_1//filtered.nonpeaks.bed \ --params=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR924IHU//chrombppnet_model_encsr880cub_bias_fold_1//chrombpnet_model_params.tsv \ --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR924IHU//chrombppnet_model_encsr880cub_bias_fold_1//chrombpnet \ --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_1.json \ --batch_size=64 \ --architecture_from_file=/home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/models/chrombpnet_with_bias_model.py \ --trackables logcount_predictions_loss loss logits_profile_predictions_loss val_logcount_predictions_loss val_loss val_logits_profile_predictions_loss {'counts_loss_weight': '12.2', 'filters': '512', 'n_dil_layers': '8', 'bias_model_path': '/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR924IHU//chrombppnet_model_encsr880cub_bias_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:(138904, 10) loading nonpeaks... got split:train for bed regions:(126528, 10) loading peaks... got split:valid for bed regions:(17947, 10) loading nonpeaks... got split:valid for bed regions:(15606, 10) Epoch 1/50 1/2388 [..............................] - ETA: 4:16:08 - loss: 470.6103 - logits_profile_predictions_loss: 451.9017 - logcount_predictions_loss: 1.5335 2/2388 [..............................] - ETA: 5:39 - loss: 1429.5337 - logits_profile_predictions_loss: 435.8364 - logcount_predictions_loss: 81.4506  3/2388 [..............................] - ETA: 5:37 - loss: 1540.4106 - logits_profile_predictions_loss: 437.9051 - logcount_predictions_loss: 90.3693 4/2388 [..............................] - ETA: 5:36 - loss: 1513.2970 - logits_profile_predictions_loss: 437.7663 - logcount_predictions_loss: 88.1583 5/2388 [..............................] - ETA: 5:35 - loss: 1459.3066 - logits_profile_predictions_loss: 438.8729 - logcount_predictions_loss: 83.6421 6/2388 [..............................] - ETA: 5:35 - loss: 1399.6056 - logits_profile_predictions_loss: 437.7598 - logcount_predictions_loss: 78.8398 7/2388 [..............................] - ETA: 5:34 - loss: 1344.7985 - logits_profile_predictions_loss: 438.0378 - logcount_predictions_loss: 74.3246 8/2388 [..............................] - ETA: 5:34 - loss: 1294.3013 - logits_profile_predictions_loss: 437.5936 - logcount_predictions_loss: 70.2219 9/2388 [..............................] - ETA: 5:34 - loss: 1248.7533 - logits_profile_predictions_loss: 437.0142 - logcount_predictions_loss: 66.5360 10/2388 [..............................] - ETA: 5:33 - loss: 1208.0289 - logits_profile_predictions_loss: 436.6016 - logcount_predictions_loss: 63.2317 11/2388 [..............................] - ETA: 5:33 - loss: 1171.5662 - logits_profile_predictions_loss: 436.3342 - logcount_predictions_loss: 60.2649 12/2388 [..............................] - ETA: 5:33 - loss: 1138.7747 - logits_profile_predictions_loss: 436.1560 - logcount_predictions_loss: 57.5917 13/2388 [..............................] - ETA: 5:33 - loss: 1108.8678 - logits_profile_predictions_loss: 435.7770 - logcount_predictions_loss: 55.1714 14/2388 [..............................] - ETA: 5:33 - loss: 1081.7548 - logits_profile_predictions_loss: 435.5096 - logcount_predictions_loss: 52.9709 15/2388 [..............................] - ETA: 5:32 - loss: 1057.3054 - logits_profile_predictions_loss: 435.5368 - logcount_predictions_loss: 50.9646 16/2388 [..............................] - ETA: 5:32 - loss: 1034.7955 - logits_profile_predictions_loss: 435.4653 - logcount_predictions_loss: 49.1254 17/2388 [..............................] - ETA: 5:32 - loss: 1014.2094 - logits_profile_predictions_loss: 435.5045 - logcount_predictions_loss: 47.4348 18/2388 [..............................] - ETA: 5:32 - loss: 995.3108 - logits_profile_predictions_loss: 435.6349 - logcount_predictions_loss: 45.8751  19/2388 [..............................] - ETA: 5:32 - loss: 977.8306 - logits_profile_predictions_loss: 435.7797 - logcount_predictions_loss: 44.4304 20/2388 [..............................] - ETA: 5:32 - loss: 961.5180 - logits_profile_predictions_loss: 435.8415 - logcount_predictions_loss: 43.0882 21/2388 [..............................] - ETA: 5:31 - loss: 946.5190 - logits_profile_predictions_loss: 436.0920 - logcount_predictions_loss: 41.8383 22/2388 [..............................] - ETA: 5:31 - loss: 932.5809 - logits_profile_predictions_loss: 436.3952 - logcount_predictions_loss: 40.6710 23/2388 [..............................] - ETA: 5:31 - loss: 919.3771 - logits_profile_predictions_loss: 436.5398 - logcount_predictions_loss: 39.5768 24/2388 [..............................] - ETA: 5:31 - loss: 907.0932 - logits_profile_predictions_loss: 436.7787 - logcount_predictions_loss: 38.5504 25/2388 [..............................] - ETA: 5:31 - loss: 895.4661 - logits_profile_predictions_loss: 436.9386 - logcount_predictions_loss: 37.5842 26/2388 [..............................] - ETA: 5:31 - loss: 884.4897 - logits_profile_predictions_loss: 437.0762 - logcount_predictions_loss: 36.6732 27/2388 [..............................] - ETA: 5:31 - loss: 874.1199 - logits_profile_predictions_loss: 437.2039 - logcount_predictions_loss: 35.8128 28/2388 [..............................] - ETA: 5:30 - loss: 864.3414 - logits_profile_predictions_loss: 437.3542 - logcount_predictions_loss: 34.9990 29/2388 [..............................] - ETA: 5:30 - loss: 855.0449 - logits_profile_predictions_loss: 437.4683 - logcount_predictions_loss: 34.2276 30/2388 [..............................] - ETA: 5:30 - loss: 846.1645 - logits_profile_predictions_loss: 437.5252 - logcount_predictions_loss: 33.4950 31/2388 [..............................] - ETA: 5:30 - loss: 837.7573 - logits_profile_predictions_loss: 437.6099 - logcount_predictions_loss: 32.7990 32/2388 [..............................] - ETA: 5:30 - loss: 829.7646 - logits_profile_predictions_loss: 437.7000 - logcount_predictions_loss: 32.1364 33/2388 [..............................] - ETA: 5:30 - loss: 822.0957 - logits_profile_predictions_loss: 437.7395 - logcount_predictions_loss: 31.5046 34/2388 [..............................] - ETA: 5:30 - loss: 814.7808 - logits_profile_predictions_loss: 437.7811 - logcount_predictions_loss: 30.9016 35/2388 [..............................] - ETA: 5:29 - loss: 807.8211 - logits_profile_predictions_loss: 437.8498 - logcount_predictions_loss: 30.3255 36/2388 [..............................] - ETA: 5:29 - loss: 801.1181 - logits_profile_predictions_loss: 437.8752 - logcount_predictions_loss: 29.7740 37/2388 [..............................] - ETA: 5:29 - loss: 794.6657 - logits_profile_predictions_loss: 437.8677 - logcount_predictions_loss: 29.2457 38/2388 [..............................] - ETA: 5:29 - loss: 788.4501 - logits_profile_predictions_loss: 437.8335 - logcount_predictions_loss: 28.7391 39/2388 [..............................] - ETA: 5:29 - loss: 782.4453 - logits_profile_predictions_loss: 437.7636 - logcount_predictions_loss: 28.2526 40/2388 [..............................] - ETA: 5:29 - loss: 776.6311 - logits_profile_predictions_loss: 437.6526 - logcount_predictions_loss: 27.7851 41/2388 [..............................] - ETA: 5:29 - loss: 771.0331 - logits_profile_predictions_loss: 437.5389 - logcount_predictions_loss: 27.3356 42/2388 [..............................] - ETA: 5:28 - loss: 765.6463 - logits_profile_predictions_loss: 437.4285 - logcount_predictions_loss: 26.9031 43/2388 [..............................] - ETA: 5:28 - loss: 760.4290 - logits_profile_predictions_loss: 437.2940 - logcount_predictions_loss: 26.4865 44/2388 [..............................] - ETA: 5:28 - loss: 755.3840 - logits_profile_predictions_loss: 437.1498 - logcount_predictions_loss: 26.0848 45/2388 [..............................] - ETA: 5:28 - loss: 750.5528 - logits_profile_predictions_loss: 437.0426 - logcount_predictions_loss: 25.6975 46/2388 [..............................] - ETA: 5:28 - loss: 745.8932 - logits_profile_predictions_loss: 436.9418 - logcount_predictions_loss: 25.3239 47/2388 [..............................] - ETA: 5:28 - loss: 741.3684 - logits_profile_predictions_loss: 436.8218 - logcount_predictions_loss: 24.9628 48/2388 [..............................] - ETA: 5:28 - loss: 736.9941 - logits_profile_predictions_loss: 436.7053 - logcount_predictions_loss: 24.6138 49/2388 [..............................] - ETA: 5:27 - loss: 732.7450 - logits_profile_predictions_loss: 436.5763 - logcount_predictions_loss: 24.2761 50/2388 [..............................] - ETA: 5:27 - loss: 728.6294 - logits_profile_predictions_loss: 436.4479 - logcount_predictions_loss: 23.9493 51/2388 [..............................] - ETA: 5:27 - loss: 724.6494 - logits_profile_predictions_loss: 436.3274 - logcount_predictions_loss: 23.6329 52/2388 [..............................] - ETA: 5:27 - loss: 720.8234 - logits_profile_predictions_loss: 436.2384 - logcount_predictions_loss: 23.3266 53/2388 [..............................] - ETA: 5:27 - loss: 717.1427 - logits_profile_predictions_loss: 436.1787 - logcount_predictions_loss: 23.0298 54/2388 [..............................] - ETA: 5:27 - loss: 713.5823 - logits_profile_predictions_loss: 436.1303 - logcount_predictions_loss: 22.7420 55/2388 [..............................] - ETA: 5:27 - loss: 710.1155 - logits_profile_predictions_loss: 436.0733 - logcount_predictions_loss: 22.4625 56/2388 [..............................] - ETA: 5:27 - loss: 706.7370 - logits_profile_predictions_loss: 436.0064 - logcount_predictions_loss: 22.1910 57/2388 [..............................] - ETA: 5:26 - loss: 703.4623 - logits_profile_predictions_loss: 435.9482 - logcount_predictions_loss: 21.9274 58/2388 [..............................] - ETA: 5:26 - loss: 700.2718 - logits_profile_predictions_loss: 435.8844 - logcount_predictions_loss: 21.6711 59/2388 [..............................] - ETA: 5:26 - loss: 697.1812 - logits_profile_predictions_loss: 435.8338 - logcount_predictions_loss: 21.4219 60/2388 [..............................] - ETA: 5:26 - loss: 694.1721 - logits_profile_predictions_loss: 435.7816 - logcount_predictions_loss: 21.1795 61/2388 [..............................] - ETA: 5:26 - loss: 691.2456 - logits_profile_predictions_loss: 435.7332 - logcount_predictions_loss: 20.9436 62/2388 [..............................] - ETA: 5:26 - loss: 688.3981 - logits_profile_predictions_loss: 435.6879 - logcount_predictions_loss: 20.7140 63/2388 [..............................] - ETA: 5:26 - loss: 685.6270 - logits_profile_predictions_loss: 435.6456 - logcount_predictions_loss: 20.4903 64/2388 [..............................] - ETA: 5:25 - loss: 682.9047 - logits_profile_predictions_loss: 435.5841 - logcount_predictions_loss: 20.2722 65/2388 [..............................] - ETA: 5:25 - loss: 680.2524 - logits_profile_predictions_loss: 435.5250 - logcount_predictions_loss: 20.0596 66/2388 [..............................] - ETA: 5:25 - loss: 677.6686 - logits_profile_predictions_loss: 435.4688 - logcount_predictions_loss: 19.8524 67/2388 [..............................] - ETA: 5:25 - loss: 675.1559 - logits_profile_predictions_loss: 435.4204 - logcount_predictions_loss: 19.6504 68/2388 [..............................] - ETA: 5:25 - loss: 672.7107 - logits_profile_predictions_loss: 435.3797 - logcount_predictions_loss: 19.4534 69/2388 [..............................] - ETA: 5:25 - loss: 670.3184 - logits_profile_predictions_loss: 435.3348 - logcount_predictions_loss: 19.2609 70/2388 [..............................] - ETA: 5:25 - loss: 667.9808 - logits_profile_predictions_loss: 435.2891 - logcount_predictions_loss: 19.0731 71/2388 [..............................] - ETA: 5:24 - loss: 665.7029 - logits_profile_predictions_loss: 435.2492 - logcount_predictions_loss: 18.8896 72/2388 [..............................] - ETA: 5:24 - loss: 663.4844 - logits_profile_predictions_loss: 435.2163 - logcount_predictions_loss: 18.7105 73/2388 [..............................] - ETA: 5:24 - loss: 661.3149 - logits_profile_predictions_loss: 435.1826 - logcount_predictions_loss: 18.5354 74/2388 [..............................] - ETA: 5:24 - loss: 659.1864 - logits_profile_predictions_loss: 435.1427 - logcount_predictions_loss: 18.3642 75/2388 [..............................] - ETA: 5:24 - loss: 657.1068 - logits_profile_predictions_loss: 435.1051 - logcount_predictions_loss: 18.1969 76/2388 [..............................] - ETA: 5:24 - loss: 655.0769 - logits_profile_predictions_loss: 435.0725 - logcount_predictions_loss: 18.0331 77/2388 [..............................] - ETA: 5:24 - loss: 653.0906 - logits_profile_predictions_loss: 435.0402 - logcount_predictions_loss: 17.8730 78/2388 [..............................] - ETA: 5:23 - loss: 651.1427 - logits_profile_predictions_loss: 435.0047 - logcount_predictions_loss: 17.7162 79/2388 [..............................] - ETA: 5:23 - loss: 649.2372 - logits_profile_predictions_loss: 434.9712 - logcount_predictions_loss: 17.5628 80/2388 [>.............................] - ETA: 5:23 - loss: 647.3643 - logits_profile_predictions_loss: 434.9318 - logcount_predictions_loss: 17.4125 81/2388 [>.............................] - ETA: 5:23 - loss: 645.5194 - logits_profile_predictions_loss: 434.8832 - logcount_predictions_loss: 17.2653 82/2388 [>.............................] - ETA: 5:23 - loss: 643.7061 - logits_profile_predictions_loss: 434.8298 - logcount_predictions_loss: 17.1210 83/2388 [>.............................] - ETA: 5:23 - loss: 641.9363 - logits_profile_predictions_loss: 434.7837 - logcount_predictions_loss: 16.9797 84/2388 [>.............................] - ETA: 5:23 - loss: 640.2024 - logits_profile_predictions_loss: 434.7391 - logcount_predictions_loss: 16.8413 85/2388 [>.............................] - ETA: 5:22 - loss: 638.5125 - logits_profile_predictions_loss: 434.7048 - logcount_predictions_loss: 16.7055 86/2388 [>.............................] - ETA: 5:22 - loss: 636.8581 - logits_profile_predictions_loss: 434.6739 - logcount_predictions_loss: 16.5725 87/2388 [>.............................] - ETA: 5:22 - loss: 635.2361 - logits_profile_predictions_loss: 434.6436 - logcount_predictions_loss: 16.4420 88/2388 [>.............................] - ETA: 5:22 - loss: 633.6413 - logits_profile_predictions_loss: 434.6106 - logcount_predictions_loss: 16.3140 89/2388 [>.............................] - ETA: 5:22 - loss: 632.0859 - logits_profile_predictions_loss: 434.5868 - logcount_predictions_loss: 16.1885 90/2388 [>.............................] - ETA: 5:22 - loss: 630.5538 - logits_profile_predictions_loss: 434.5579 - logcount_predictions_loss: 16.0652 91/2388 [>.............................] - ETA: 5:22 - loss: 629.0507 - logits_profile_predictions_loss: 434.5302 - logcount_predictions_loss: 15.9443 92/2388 [>.............................] - ETA: 5:21 - loss: 627.5780 - logits_profile_predictions_loss: 434.5057 - logcount_predictions_loss: 15.8256 93/2388 [>.............................] - ETA: 5:21 - loss: 626.1334 - logits_profile_predictions_loss: 434.4826 - logcount_predictions_loss: 15.7091 94/2388 [>.............................] - ETA: 5:21 - loss: 624.7346 - logits_profile_predictions_loss: 434.4784 - logcount_predictions_loss: 15.5948 95/2388 [>.............................] - ETA: 5:21 - loss: 623.3522 - logits_profile_predictions_loss: 434.4663 - logcount_predictions_loss: 15.4824 96/2388 [>.............................] - ETA: 5:21 - loss: 621.9910 - logits_profile_predictions_loss: 434.4514 - logcount_predictions_loss: 15.3721 97/2388 [>.............................] - ETA: 5:21 - loss: 620.6442 - logits_profile_predictions_loss: 434.4280 - logcount_predictions_loss: 15.2636 98/2388 [>.............................] - ETA: 5:21 - loss: 619.3180 - logits_profile_predictions_loss: 434.4022 - logcount_predictions_loss: 15.1570 99/2388 [>.............................] - ETA: 5:21 - loss: 618.0072 - logits_profile_predictions_loss: 434.3704 - logcount_predictions_loss: 15.0522 100/2388 [>.............................] - ETA: 5:20 - loss: 616.7215 - logits_profile_predictions_loss: 434.3416 - logcount_predictions_loss: 14.9492 101/2388 [>.............................] - ETA: 5:20 - loss: 615.4616 - logits_profile_predictions_loss: 434.3176 - logcount_predictions_loss: 14.8479 102/2388 [>.............................] - ETA: 5:20 - loss: 614.2186 - logits_profile_predictions_loss: 434.2901 - logcount_predictions_loss: 14.7482 103/2388 [>.............................] - ETA: 5:20 - loss: 612.9888 - logits_profile_predictions_loss: 434.2563 - logcount_predictions_loss: 14.6502 104/2388 [>.............................] - ETA: 5:20 - loss: 611.7796 - logits_profile_predictions_loss: 434.2236 - logcount_predictions_loss: 14.5538 105/2388 [>.............................] - ETA: 5:20 - loss: 610.5925 - logits_profile_predictions_loss: 434.1937 - logcount_predictions_loss: 14.4589 106/2388 [>.............................] - ETA: 5:20 - loss: 609.4246 - logits_profile_predictions_loss: 434.1646 - logcount_predictions_loss: 14.3656 107/2388 [>.............................] - ETA: 5:19 - loss: 608.2747 - logits_profile_predictions_loss: 434.1356 - logcount_predictions_loss: 14.2737 108/2388 [>.............................] - ETA: 5:19 - loss: 607.1442 - logits_profile_predictions_loss: 434.1079 - logcount_predictions_loss: 14.1833 109/2388 [>.............................] - ETA: 5:19 - loss: 606.0404 - logits_profile_predictions_loss: 434.0891 - logcount_predictions_loss: 14.0944 110/2388 [>.............................] - ETA: 5:19 - loss: 604.9531 - logits_profile_predictions_loss: 434.0702 - logcount_predictions_loss: 14.0068 111/2388 [>.............................] - ETA: 5:19 - loss: 603.8826 - logits_profile_predictions_loss: 434.0519 - logcount_predictions_loss: 13.9206 112/2388 [>.............................] - ETA: 5:19 - loss: 602.8286 - logits_profile_predictions_loss: 434.0340 - logcount_predictions_loss: 13.8356 113/2388 [>.............................] - ETA: 5:19 - loss: 601.7964 - logits_profile_predictions_loss: 434.0217 - logcount_predictions_loss: 13.7520 114/2388 [>.............................] - ETA: 5:18 - loss: 600.7760 - logits_profile_predictions_loss: 434.0064 - logcount_predictions_loss: 13.6696 115/2388 [>.............................] - ETA: 5:18 - loss: 599.7698 - logits_profile_predictions_loss: 433.9908 - logcount_predictions_loss: 13.5884 116/2388 [>.............................] - ETA: 5:18 - loss: 598.7772 - logits_profile_predictions_loss: 433.9742 - logcount_predictions_loss: 13.5084 117/2388 [>.............................] - ETA: 5:18 - loss: 597.8022 - logits_profile_predictions_loss: 433.9608 - logcount_predictions_loss: 13.4296 118/2388 [>.............................] - ETA: 5:18 - loss: 596.8398 - logits_profile_predictions_loss: 433.9462 - logcount_predictions_loss: 13.3519 119/2388 [>.............................] - ETA: 5:18 - loss: 595.8929 - logits_profile_predictions_loss: 433.9334 - logcount_predictions_loss: 13.2754 120/2388 [>.............................] - ETA: 5:18 - loss: 594.9639 - logits_profile_predictions_loss: 433.9249 - logcount_predictions_loss: 13.1999 121/2388 [>.............................] - ETA: 5:17 - loss: 594.0452 - logits_profile_predictions_loss: 433.9142 - logcount_predictions_loss: 13.1255 122/2388 [>.............................] - ETA: 5:17 - loss: 593.1353 - logits_profile_predictions_loss: 433.8996 - logcount_predictions_loss: 13.0521 123/2388 [>.............................] - ETA: 5:17 - loss: 592.2422 - logits_profile_predictions_loss: 433.8891 - logcount_predictions_loss: 12.9798 124/2388 [>.............................] - ETA: 5:17 - loss: 591.3609 - logits_profile_predictions_loss: 433.8783 - logcount_predictions_loss: 12.9084 125/2388 [>.............................] - ETA: 5:17 - loss: 590.4894 - logits_profile_predictions_loss: 433.8655 - logcount_predictions_loss: 12.8380 126/2388 [>.............................] - ETA: 5:17 - loss: 589.6287 - logits_profile_predictions_loss: 433.8519 - logcount_predictions_loss: 12.7686 127/2388 [>.............................] - ETA: 5:17 - loss: 588.7800 - logits_profile_predictions_loss: 433.8389 - logcount_predictions_loss: 12.7001 128/2388 [>.............................] - ETA: 5:16 - loss: 587.9401 - logits_profile_predictions_loss: 433.8238 - logcount_predictions_loss: 12.6325 129/2388 [>.............................] - ETA: 5:16 - loss: 587.1151 - logits_profile_predictions_loss: 433.8121 - logcount_predictions_loss: 12.5658 130/2388 [>.............................] - ETA: 5:16 - loss: 586.3013 - logits_profile_predictions_loss: 433.8010 - logcount_predictions_loss: 12.5000 131/2388 [>.............................] - ETA: 5:16 - loss: 585.4938 - logits_profile_predictions_loss: 433.7859 - logcount_predictions_loss: 12.4351 132/2388 [>.............................] - ETA: 5:16 - loss: 584.6996 - logits_profile_predictions_loss: 433.7736 - logcount_predictions_loss: 12.3710 133/2388 [>.............................] - ETA: 5:16 - loss: 583.9183 - logits_profile_predictions_loss: 433.7639 - logcount_predictions_loss: 12.3077 134/2388 [>.............................] - ETA: 5:16 - loss: 583.1472 - logits_profile_predictions_loss: 433.7545 - logcount_predictions_loss: 12.2453 135/2388 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logits_profile_predictions_loss: 433.6596 - logcount_predictions_loss: 11.1454 155/2388 [>.............................] - ETA: 5:13 - loss: 569.0411 - logits_profile_predictions_loss: 433.6593 - logcount_predictions_loss: 11.0969 156/2388 [>.............................] - ETA: 5:12 - loss: 568.4576 - logits_profile_predictions_loss: 433.6610 - logcount_predictions_loss: 11.0489 157/2388 [>.............................] - ETA: 5:12 - loss: 567.8811 - logits_profile_predictions_loss: 433.6631 - logcount_predictions_loss: 11.0015 158/2388 [>.............................] - ETA: 5:12 - loss: 567.3096 - logits_profile_predictions_loss: 433.6640 - logcount_predictions_loss: 10.9546 159/2388 [>.............................] - ETA: 5:12 - loss: 566.7471 - logits_profile_predictions_loss: 433.6676 - logcount_predictions_loss: 10.9082 160/2388 [=>............................] - ETA: 5:12 - loss: 566.1902 - logits_profile_predictions_loss: 433.6706 - logcount_predictions_loss: 10.8623 161/2388 [=>............................] - ETA: 5:12 - loss: 565.6435 - logits_profile_predictions_loss: 433.6775 - logcount_predictions_loss: 10.8169 162/2388 [=>............................] - ETA: 5:12 - loss: 565.1031 - logits_profile_predictions_loss: 433.6847 - logcount_predictions_loss: 10.7720 163/2388 [=>............................] - ETA: 5:12 - loss: 564.5655 - logits_profile_predictions_loss: 433.6892 - logcount_predictions_loss: 10.7276 164/2388 [=>............................] - ETA: 5:11 - loss: 564.0314 - logits_profile_predictions_loss: 433.6916 - logcount_predictions_loss: 10.6836 165/2388 [=>............................] - ETA: 5:11 - loss: 563.5034 - logits_profile_predictions_loss: 433.6945 - logcount_predictions_loss: 10.6401 166/2388 [=>............................] - ETA: 5:11 - loss: 562.9812 - logits_profile_predictions_loss: 433.6975 - logcount_predictions_loss: 10.5970 167/2388 [=>............................] - ETA: 5:11 - loss: 562.4651 - logits_profile_predictions_loss: 433.7013 - logcount_predictions_loss: 10.5544 168/2388 [=>............................] - ETA: 5:11 - loss: 561.9514 - logits_profile_predictions_loss: 433.7023 - logcount_predictions_loss: 10.5122 169/2388 [=>............................] - ETA: 5:11 - loss: 561.4457 - logits_profile_predictions_loss: 433.7058 - logcount_predictions_loss: 10.4705 170/2388 [=>............................] - ETA: 5:11 - loss: 560.9461 - logits_profile_predictions_loss: 433.7103 - logcount_predictions_loss: 10.4292 171/2388 [=>............................] - ETA: 5:10 - loss: 560.4510 - logits_profile_predictions_loss: 433.7142 - logcount_predictions_loss: 10.3883 172/2388 [=>............................] - ETA: 5:10 - loss: 559.9599 - logits_profile_predictions_loss: 433.7172 - logcount_predictions_loss: 10.3478 173/2388 [=>............................] - ETA: 5:10 - loss: 559.4728 - logits_profile_predictions_loss: 433.7192 - logcount_predictions_loss: 10.3077 174/2388 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logits_profile_predictions_loss: 433.7459 - logcount_predictions_loss: 10.0380 181/2388 [=>............................] - ETA: 5:09 - loss: 555.7637 - logits_profile_predictions_loss: 433.7520 - logcount_predictions_loss: 10.0010 182/2388 [=>............................] - ETA: 5:09 - loss: 555.3242 - logits_profile_predictions_loss: 433.7598 - logcount_predictions_loss: 9.9643  183/2388 [=>............................] - ETA: 5:09 - loss: 554.8884 - logits_profile_predictions_loss: 433.7670 - logcount_predictions_loss: 9.9280 184/2388 [=>............................] - ETA: 5:09 - loss: 554.4582 - logits_profile_predictions_loss: 433.7755 - logcount_predictions_loss: 9.8920 185/2388 [=>............................] - ETA: 5:08 - loss: 554.0304 - logits_profile_predictions_loss: 433.7825 - logcount_predictions_loss: 9.8564 186/2388 [=>............................] - ETA: 5:08 - loss: 553.6046 - logits_profile_predictions_loss: 433.7876 - logcount_predictions_loss: 9.8211 187/2388 [=>............................] - ETA: 5:08 - loss: 553.1826 - logits_profile_predictions_loss: 433.7925 - logcount_predictions_loss: 9.7861 188/2388 [=>............................] - ETA: 5:08 - loss: 552.7642 - logits_profile_predictions_loss: 433.7970 - logcount_predictions_loss: 9.7514 189/2388 [=>............................] - ETA: 5:08 - loss: 552.3497 - logits_profile_predictions_loss: 433.8016 - logcount_predictions_loss: 9.7171 190/2388 [=>............................] - ETA: 5:08 - loss: 551.9401 - logits_profile_predictions_loss: 433.8070 - logcount_predictions_loss: 9.6830 191/2388 [=>............................] - ETA: 5:08 - loss: 551.5355 - logits_profile_predictions_loss: 433.8138 - logcount_predictions_loss: 9.6493 192/2388 [=>............................] - ETA: 5:08 - loss: 551.1341 - logits_profile_predictions_loss: 433.8197 - logcount_predictions_loss: 9.6159 193/2388 [=>............................] - ETA: 5:07 - loss: 550.7362 - logits_profile_predictions_loss: 433.8257 - logcount_predictions_loss: 9.5828 194/2388 [=>............................] - ETA: 5:07 - loss: 550.3432 - logits_profile_predictions_loss: 433.8328 - logcount_predictions_loss: 9.5500 195/2388 [=>............................] - ETA: 5:07 - loss: 549.9554 - logits_profile_predictions_loss: 433.8413 - logcount_predictions_loss: 9.5176 196/2388 [=>............................] - ETA: 5:07 - loss: 549.5696 - logits_profile_predictions_loss: 433.8485 - logcount_predictions_loss: 9.4853 197/2388 [=>............................] - ETA: 5:07 - loss: 549.1860 - logits_profile_predictions_loss: 433.8544 - logcount_predictions_loss: 9.4534 198/2388 [=>............................] - ETA: 5:07 - loss: 548.8039 - logits_profile_predictions_loss: 433.8586 - logcount_predictions_loss: 9.4217 199/2388 [=>............................] - ETA: 5:07 - loss: 548.4252 - logits_profile_predictions_loss: 433.8627 - logcount_predictions_loss: 9.3904 200/2388 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[=>............................] - ETA: 5:03 - loss: 539.4269 - logits_profile_predictions_loss: 434.0631 - logcount_predictions_loss: 8.6364 227/2388 [=>............................] - ETA: 5:03 - loss: 539.1302 - logits_profile_predictions_loss: 434.0700 - logcount_predictions_loss: 8.6115 228/2388 [=>............................] - ETA: 5:02 - loss: 538.8364 - logits_profile_predictions_loss: 434.0774 - logcount_predictions_loss: 8.5868 229/2388 [=>............................] - ETA: 5:02 - loss: 538.5455 - logits_profile_predictions_loss: 434.0853 - logcount_predictions_loss: 8.5623 230/2388 [=>............................] - ETA: 5:02 - loss: 538.2579 - logits_profile_predictions_loss: 434.0942 - logcount_predictions_loss: 8.5380 231/2388 [=>............................] - ETA: 5:02 - loss: 537.9726 - logits_profile_predictions_loss: 434.1030 - logcount_predictions_loss: 8.5139 232/2388 [=>............................] - ETA: 5:02 - loss: 537.6900 - 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logits_profile_predictions_loss: 434.5624 - logcount_predictions_loss: 7.0522 311/2388 [==>...........................] - ETA: 4:51 - loss: 520.4314 - logits_profile_predictions_loss: 434.5680 - logcount_predictions_loss: 7.0380 312/2388 [==>...........................] - ETA: 4:51 - loss: 520.2652 - logits_profile_predictions_loss: 434.5744 - logcount_predictions_loss: 7.0238 313/2388 [==>...........................] - ETA: 4:50 - loss: 520.0996 - logits_profile_predictions_loss: 434.5804 - logcount_predictions_loss: 7.0098 314/2388 [==>...........................] - ETA: 4:50 - loss: 519.9352 - logits_profile_predictions_loss: 434.5866 - logcount_predictions_loss: 6.9958 315/2388 [==>...........................] - ETA: 4:50 - loss: 519.7722 - logits_profile_predictions_loss: 434.5931 - logcount_predictions_loss: 6.9819 316/2388 [==>...........................] - ETA: 4:50 - loss: 519.6095 - logits_profile_predictions_loss: 434.5991 - logcount_predictions_loss: 6.9681 317/2388 [==>...........................] - ETA: 4:50 - loss: 519.4474 - logits_profile_predictions_loss: 434.6048 - logcount_predictions_loss: 6.9543 318/2388 [==>...........................] - ETA: 4:50 - loss: 519.2864 - logits_profile_predictions_loss: 434.6105 - logcount_predictions_loss: 6.9406 319/2388 [===>..........................] - ETA: 4:50 - loss: 519.1260 - logits_profile_predictions_loss: 434.6160 - logcount_predictions_loss: 6.9270 320/2388 [===>..........................] - ETA: 4:50 - loss: 518.9664 - logits_profile_predictions_loss: 434.6214 - logcount_predictions_loss: 6.9135 321/2388 [===>..........................] - ETA: 4:49 - loss: 518.8079 - logits_profile_predictions_loss: 434.6270 - logcount_predictions_loss: 6.9001 322/2388 [===>..........................] - ETA: 4:49 - loss: 518.6503 - logits_profile_predictions_loss: 434.6326 - logcount_predictions_loss: 6.8867 323/2388 [===>..........................] - ETA: 4:49 - loss: 518.4936 - 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[===>..........................] - ETA: 4:46 - loss: 515.5572 - logits_profile_predictions_loss: 434.7676 - logcount_predictions_loss: 6.6221 344/2388 [===>..........................] - ETA: 4:46 - loss: 515.4186 - logits_profile_predictions_loss: 434.7739 - logcount_predictions_loss: 6.6102 345/2388 [===>..........................] - ETA: 4:46 - loss: 515.2811 - logits_profile_predictions_loss: 434.7806 - logcount_predictions_loss: 6.5984 346/2388 [===>..........................] - ETA: 4:46 - loss: 515.1437 - logits_profile_predictions_loss: 434.7866 - logcount_predictions_loss: 6.5867 347/2388 [===>..........................] - ETA: 4:46 - loss: 515.0066 - logits_profile_predictions_loss: 434.7923 - logcount_predictions_loss: 6.5749 348/2388 [===>..........................] - ETA: 4:46 - loss: 514.8699 - logits_profile_predictions_loss: 434.7977 - logcount_predictions_loss: 6.5633 349/2388 [===>..........................] - ETA: 4:45 - loss: 514.7337 - 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[===>..........................] - ETA: 4:44 - loss: 513.8016 - logits_profile_predictions_loss: 434.8400 - logcount_predictions_loss: 6.4723 357/2388 [===>..........................] - ETA: 4:44 - loss: 513.6713 - logits_profile_predictions_loss: 434.8453 - logcount_predictions_loss: 6.4611 358/2388 [===>..........................] - ETA: 4:44 - loss: 513.5415 - logits_profile_predictions_loss: 434.8506 - logcount_predictions_loss: 6.4501 359/2388 [===>..........................] - ETA: 4:44 - loss: 513.4129 - logits_profile_predictions_loss: 434.8563 - logcount_predictions_loss: 6.4391 360/2388 [===>..........................] - ETA: 4:44 - loss: 513.2848 - logits_profile_predictions_loss: 434.8619 - logcount_predictions_loss: 6.4281 361/2388 [===>..........................] - ETA: 4:44 - loss: 513.1569 - logits_profile_predictions_loss: 434.8670 - logcount_predictions_loss: 6.4172 362/2388 [===>..........................] - ETA: 4:44 - loss: 513.0300 - 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[===>..........................] - ETA: 4:43 - loss: 512.1567 - logits_profile_predictions_loss: 434.9076 - logcount_predictions_loss: 6.3319 370/2388 [===>..........................] - ETA: 4:43 - loss: 512.0343 - logits_profile_predictions_loss: 434.9125 - logcount_predictions_loss: 6.3215 371/2388 [===>..........................] - ETA: 4:42 - loss: 511.9121 - logits_profile_predictions_loss: 434.9170 - logcount_predictions_loss: 6.3111 372/2388 [===>..........................] - ETA: 4:42 - loss: 511.7901 - logits_profile_predictions_loss: 434.9211 - logcount_predictions_loss: 6.3007 373/2388 [===>..........................] - ETA: 4:42 - loss: 511.6686 - logits_profile_predictions_loss: 434.9252 - logcount_predictions_loss: 6.2904 374/2388 [===>..........................] - ETA: 4:42 - loss: 511.5473 - logits_profile_predictions_loss: 434.9289 - logcount_predictions_loss: 6.2802 375/2388 [===>..........................] - ETA: 4:42 - loss: 511.4264 - logits_profile_predictions_loss: 434.9324 - logcount_predictions_loss: 6.2700 376/2388 [===>..........................] - ETA: 4:42 - loss: 511.3062 - logits_profile_predictions_loss: 434.9361 - logcount_predictions_loss: 6.2599 377/2388 [===>..........................] - ETA: 4:42 - loss: 511.1873 - logits_profile_predictions_loss: 434.9403 - logcount_predictions_loss: 6.2498 378/2388 [===>..........................] - ETA: 4:41 - loss: 511.0683 - logits_profile_predictions_loss: 434.9439 - logcount_predictions_loss: 6.2397 379/2388 [===>..........................] - ETA: 4:41 - loss: 510.9496 - logits_profile_predictions_loss: 434.9473 - logcount_predictions_loss: 6.2297 380/2388 [===>..........................] - ETA: 4:41 - loss: 510.8315 - logits_profile_predictions_loss: 434.9507 - logcount_predictions_loss: 6.2197 381/2388 [===>..........................] - ETA: 4:41 - loss: 510.7139 - logits_profile_predictions_loss: 434.9540 - logcount_predictions_loss: 6.2098 382/2388 [===>..........................] - ETA: 4:41 - loss: 510.5965 - logits_profile_predictions_loss: 434.9571 - logcount_predictions_loss: 6.2000 383/2388 [===>..........................] - ETA: 4:41 - loss: 510.4801 - logits_profile_predictions_loss: 434.9605 - logcount_predictions_loss: 6.1901 384/2388 [===>..........................] - ETA: 4:41 - loss: 510.3641 - logits_profile_predictions_loss: 434.9637 - logcount_predictions_loss: 6.1804 385/2388 [===>..........................] - ETA: 4:40 - loss: 510.2490 - logits_profile_predictions_loss: 434.9673 - logcount_predictions_loss: 6.1706 386/2388 [===>..........................] - ETA: 4:40 - loss: 510.1347 - logits_profile_predictions_loss: 434.9711 - logcount_predictions_loss: 6.1610 387/2388 [===>..........................] - ETA: 4:40 - loss: 510.0209 - logits_profile_predictions_loss: 434.9749 - logcount_predictions_loss: 6.1513 388/2388 [===>..........................] - ETA: 4:40 - loss: 509.9076 - logits_profile_predictions_loss: 434.9786 - logcount_predictions_loss: 6.1417 389/2388 [===>..........................] - ETA: 4:40 - loss: 509.7951 - logits_profile_predictions_loss: 434.9827 - logcount_predictions_loss: 6.1322 390/2388 [===>..........................] - ETA: 4:40 - loss: 509.6834 - logits_profile_predictions_loss: 434.9869 - logcount_predictions_loss: 6.1227 391/2388 [===>..........................] - ETA: 4:40 - loss: 509.5725 - logits_profile_predictions_loss: 434.9913 - logcount_predictions_loss: 6.1132 392/2388 [===>..........................] - ETA: 4:39 - loss: 509.4624 - logits_profile_predictions_loss: 434.9961 - logcount_predictions_loss: 6.1038 393/2388 [===>..........................] - ETA: 4:39 - loss: 509.3527 - logits_profile_predictions_loss: 435.0007 - logcount_predictions_loss: 6.0944 394/2388 [===>..........................] - ETA: 4:39 - loss: 509.2439 - logits_profile_predictions_loss: 435.0056 - logcount_predictions_loss: 6.0851 395/2388 [===>..........................] - ETA: 4:39 - loss: 509.1355 - logits_profile_predictions_loss: 435.0105 - logcount_predictions_loss: 6.0758 396/2388 [===>..........................] - ETA: 4:39 - loss: 509.0273 - logits_profile_predictions_loss: 435.0150 - logcount_predictions_loss: 6.0666 397/2388 [===>..........................] - ETA: 4:39 - loss: 508.9192 - logits_profile_predictions_loss: 435.0192 - logcount_predictions_loss: 6.0574 398/2388 [====>.........................] - ETA: 4:39 - loss: 508.8114 - logits_profile_predictions_loss: 435.0233 - logcount_predictions_loss: 6.0482 399/2388 [====>.........................] - ETA: 4:38 - loss: 508.7042 - logits_profile_predictions_loss: 435.0273 - logcount_predictions_loss: 6.0391 400/2388 [====>.........................] - ETA: 4:38 - loss: 508.5975 - logits_profile_predictions_loss: 435.0315 - logcount_predictions_loss: 6.0300 401/2388 [====>.........................] - ETA: 4:38 - loss: 508.4912 - logits_profile_predictions_loss: 435.0355 - logcount_predictions_loss: 6.0210 402/2388 [====>.........................] - ETA: 4:38 - loss: 508.3856 - logits_profile_predictions_loss: 435.0397 - logcount_predictions_loss: 6.0120 403/2388 [====>.........................] - ETA: 4:38 - loss: 508.2801 - logits_profile_predictions_loss: 435.0435 - logcount_predictions_loss: 6.0030 404/2388 [====>.........................] - ETA: 4:38 - loss: 508.1748 - logits_profile_predictions_loss: 435.0471 - logcount_predictions_loss: 5.9941 405/2388 [====>.........................] - ETA: 4:38 - loss: 508.0698 - logits_profile_predictions_loss: 435.0506 - logcount_predictions_loss: 5.9852 406/2388 [====>.........................] - ETA: 4:38 - loss: 507.9652 - logits_profile_predictions_loss: 435.0539 - logcount_predictions_loss: 5.9763 407/2388 [====>.........................] - ETA: 4:37 - loss: 507.8605 - logits_profile_predictions_loss: 435.0567 - logcount_predictions_loss: 5.9675 408/2388 [====>.........................] - ETA: 4:37 - loss: 507.7562 - logits_profile_predictions_loss: 435.0595 - logcount_predictions_loss: 5.9588 409/2388 [====>.........................] - ETA: 4:37 - loss: 507.6523 - logits_profile_predictions_loss: 435.0621 - logcount_predictions_loss: 5.9500 410/2388 [====>.........................] - ETA: 4:37 - loss: 507.5487 - logits_profile_predictions_loss: 435.0646 - logcount_predictions_loss: 5.9413 411/2388 [====>.........................] - ETA: 4:37 - loss: 507.4455 - logits_profile_predictions_loss: 435.0671 - logcount_predictions_loss: 5.9327 412/2388 [====>.........................] - ETA: 4:37 - loss: 507.3433 - logits_profile_predictions_loss: 435.0701 - logcount_predictions_loss: 5.9240 413/2388 [====>.........................] - ETA: 4:37 - loss: 507.2419 - logits_profile_predictions_loss: 435.0733 - logcount_predictions_loss: 5.9155 414/2388 [====>.........................] - ETA: 4:36 - loss: 507.1409 - 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[============================>.] - ETA: 0s - loss: 457.3608 - logits_profile_predictions_loss: 429.8545 - logcount_predictions_loss: 2.2546 2386/2388 [============================>.] - ETA: 0s - loss: 457.3512 - logits_profile_predictions_loss: 429.8516 - logcount_predictions_loss: 2.2541 2387/2388 [============================>.] - ETA: 0s - loss: 457.3417 - logits_profile_predictions_loss: 429.8487 - logcount_predictions_loss: 2.2535 2388/2388 [==============================] - ETA: 0s - loss: 457.3321 - logits_profile_predictions_loss: 429.8458 - logcount_predictions_loss: 2.2530 2388/2388 [==============================] - 363s 149ms/step - loss: 457.3226 - logits_profile_predictions_loss: 429.8429 - logcount_predictions_loss: 2.2524 - val_loss: 476.9285 - val_logits_profile_predictions_loss: 472.0928 - val_logcount_predictions_loss: 0.3964 Epoch 00001: val_loss improved from inf to 476.92847, saving model to 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logcount_predictions_loss: 0.3505 7/2388 [..............................] - ETA: 5:34 - loss: 396.5928 - logits_profile_predictions_loss: 392.3533 - logcount_predictions_loss: 0.3475 8/2388 [..............................] - ETA: 5:34 - loss: 398.2006 - logits_profile_predictions_loss: 394.0192 - logcount_predictions_loss: 0.3427 9/2388 [..............................] - ETA: 5:33 - loss: 399.5389 - logits_profile_predictions_loss: 395.3765 - logcount_predictions_loss: 0.3412 10/2388 [..............................] - ETA: 5:33 - loss: 400.7134 - logits_profile_predictions_loss: 396.5633 - logcount_predictions_loss: 0.3402 11/2388 [..............................] - ETA: 5:33 - loss: 402.6981 - logits_profile_predictions_loss: 398.5568 - logcount_predictions_loss: 0.3395 12/2388 [..............................] - ETA: 5:33 - loss: 404.2204 - logits_profile_predictions_loss: 400.0890 - logcount_predictions_loss: 0.3386 13/2388 [..............................] - ETA: 5:33 - loss: 405.6857 - logits_profile_predictions_loss: 401.5713 - logcount_predictions_loss: 0.3372 14/2388 [..............................] - ETA: 5:33 - loss: 406.9335 - logits_profile_predictions_loss: 402.8392 - logcount_predictions_loss: 0.3356 15/2388 [..............................] - ETA: 5:33 - loss: 407.9802 - logits_profile_predictions_loss: 403.8957 - logcount_predictions_loss: 0.3348 16/2388 [..............................] - ETA: 5:33 - loss: 408.8244 - logits_profile_predictions_loss: 404.7494 - logcount_predictions_loss: 0.3340 17/2388 [..............................] - ETA: 5:33 - loss: 409.5426 - logits_profile_predictions_loss: 405.4784 - logcount_predictions_loss: 0.3331 18/2388 [..............................] - ETA: 5:32 - loss: 410.0628 - logits_profile_predictions_loss: 406.0097 - logcount_predictions_loss: 0.3322 19/2388 [..............................] - ETA: 5:32 - loss: 410.4755 - logits_profile_predictions_loss: 406.4356 - logcount_predictions_loss: 0.3311 20/2388 [..............................] - ETA: 5:32 - loss: 410.9157 - logits_profile_predictions_loss: 406.8877 - logcount_predictions_loss: 0.3302 21/2388 [..............................] - ETA: 5:32 - loss: 411.2695 - logits_profile_predictions_loss: 407.2534 - logcount_predictions_loss: 0.3292 22/2388 [..............................] - ETA: 5:32 - loss: 411.5927 - logits_profile_predictions_loss: 407.5853 - logcount_predictions_loss: 0.3285 23/2388 [..............................] - ETA: 5:31 - loss: 411.7832 - logits_profile_predictions_loss: 407.7859 - logcount_predictions_loss: 0.3277 24/2388 [..............................] - ETA: 5:31 - loss: 412.0072 - logits_profile_predictions_loss: 408.0147 - logcount_predictions_loss: 0.3273 25/2388 [..............................] - ETA: 5:31 - loss: 412.2320 - logits_profile_predictions_loss: 408.2440 - logcount_predictions_loss: 0.3269 26/2388 [..............................] - ETA: 5:31 - loss: 412.5455 - logits_profile_predictions_loss: 408.5630 - logcount_predictions_loss: 0.3264 27/2388 [..............................] - ETA: 5:31 - loss: 412.9086 - logits_profile_predictions_loss: 408.9305 - logcount_predictions_loss: 0.3261 28/2388 [..............................] - ETA: 5:31 - loss: 413.2235 - logits_profile_predictions_loss: 409.2510 - logcount_predictions_loss: 0.3256 29/2388 [..............................] - ETA: 5:30 - loss: 413.4540 - logits_profile_predictions_loss: 409.4811 - logcount_predictions_loss: 0.3256 30/2388 [..............................] - ETA: 5:30 - loss: 413.7103 - logits_profile_predictions_loss: 409.7376 - logcount_predictions_loss: 0.3256 31/2388 [..............................] - ETA: 5:30 - loss: 413.9712 - logits_profile_predictions_loss: 409.9975 - logcount_predictions_loss: 0.3257 32/2388 [..............................] - ETA: 5:30 - loss: 414.2043 - logits_profile_predictions_loss: 410.2296 - logcount_predictions_loss: 0.3258 33/2388 [..............................] - ETA: 5:30 - loss: 414.4369 - logits_profile_predictions_loss: 410.4621 - logcount_predictions_loss: 0.3258 34/2388 [..............................] - ETA: 5:30 - loss: 414.7052 - logits_profile_predictions_loss: 410.7316 - logcount_predictions_loss: 0.3257 35/2388 [..............................] - ETA: 5:29 - loss: 414.9732 - logits_profile_predictions_loss: 411.0016 - logcount_predictions_loss: 0.3255 36/2388 [..............................] - ETA: 5:29 - loss: 415.2177 - logits_profile_predictions_loss: 411.2489 - logcount_predictions_loss: 0.3253 37/2388 [..............................] - ETA: 5:29 - loss: 415.4577 - logits_profile_predictions_loss: 411.4913 - logcount_predictions_loss: 0.3251 38/2388 [..............................] - ETA: 5:29 - loss: 415.6647 - logits_profile_predictions_loss: 411.7015 - logcount_predictions_loss: 0.3248 39/2388 [..............................] - ETA: 5:29 - loss: 415.8537 - logits_profile_predictions_loss: 411.8944 - logcount_predictions_loss: 0.3245 40/2388 [..............................] - ETA: 5:29 - loss: 416.0200 - logits_profile_predictions_loss: 412.0656 - logcount_predictions_loss: 0.3241 41/2388 [..............................] - ETA: 5:28 - loss: 416.1693 - logits_profile_predictions_loss: 412.2191 - logcount_predictions_loss: 0.3238 42/2388 [..............................] - ETA: 5:28 - loss: 416.3028 - logits_profile_predictions_loss: 412.3567 - logcount_predictions_loss: 0.3234 43/2388 [..............................] - ETA: 5:28 - loss: 416.3974 - logits_profile_predictions_loss: 412.4554 - logcount_predictions_loss: 0.3231 44/2388 [..............................] - ETA: 5:28 - loss: 416.4862 - logits_profile_predictions_loss: 412.5470 - logcount_predictions_loss: 0.3229 45/2388 [..............................] - ETA: 5:28 - loss: 416.5690 - logits_profile_predictions_loss: 412.6325 - logcount_predictions_loss: 0.3227 46/2388 [..............................] - ETA: 5:28 - loss: 416.6418 - 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[..............................] - ETA: 5:27 - loss: 417.2960 - logits_profile_predictions_loss: 413.3826 - logcount_predictions_loss: 0.3208 54/2388 [..............................] - ETA: 5:27 - loss: 417.3755 - logits_profile_predictions_loss: 413.4649 - logcount_predictions_loss: 0.3205 55/2388 [..............................] - ETA: 5:26 - loss: 417.4323 - logits_profile_predictions_loss: 413.5244 - logcount_predictions_loss: 0.3203 56/2388 [..............................] - ETA: 5:26 - loss: 417.4789 - logits_profile_predictions_loss: 413.5735 - logcount_predictions_loss: 0.3201 57/2388 [..............................] - ETA: 5:26 - loss: 417.5054 - logits_profile_predictions_loss: 413.6022 - logcount_predictions_loss: 0.3199 58/2388 [..............................] - ETA: 5:26 - loss: 417.5254 - logits_profile_predictions_loss: 413.6245 - logcount_predictions_loss: 0.3197 59/2388 [..............................] - ETA: 5:26 - loss: 417.5730 - logits_profile_predictions_loss: 413.6744 - logcount_predictions_loss: 0.3196 60/2388 [..............................] - ETA: 5:26 - loss: 417.6103 - logits_profile_predictions_loss: 413.7140 - logcount_predictions_loss: 0.3194 61/2388 [..............................] - ETA: 5:26 - loss: 417.6536 - logits_profile_predictions_loss: 413.7598 - logcount_predictions_loss: 0.3192 62/2388 [..............................] - ETA: 5:25 - loss: 417.7014 - logits_profile_predictions_loss: 413.8101 - logcount_predictions_loss: 0.3190 63/2388 [..............................] - ETA: 5:25 - loss: 417.7378 - logits_profile_predictions_loss: 413.8482 - logcount_predictions_loss: 0.3188 64/2388 [..............................] - ETA: 5:25 - loss: 417.7766 - logits_profile_predictions_loss: 413.8889 - logcount_predictions_loss: 0.3187 65/2388 [..............................] - ETA: 5:25 - loss: 417.8149 - logits_profile_predictions_loss: 413.9294 - logcount_predictions_loss: 0.3185 66/2388 [..............................] - ETA: 5:25 - 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logits_profile_predictions_loss: 414.4487 - logcount_predictions_loss: 0.3165 80/2388 [>.............................] - ETA: 5:23 - loss: 418.3516 - logits_profile_predictions_loss: 414.4920 - logcount_predictions_loss: 0.3164 81/2388 [>.............................] - ETA: 5:23 - loss: 418.3935 - logits_profile_predictions_loss: 414.5354 - logcount_predictions_loss: 0.3162 82/2388 [>.............................] - ETA: 5:23 - loss: 418.4319 - logits_profile_predictions_loss: 414.5753 - logcount_predictions_loss: 0.3161 83/2388 [>.............................] - ETA: 5:22 - loss: 418.4665 - logits_profile_predictions_loss: 414.6111 - logcount_predictions_loss: 0.3160 84/2388 [>.............................] - ETA: 5:23 - loss: 418.4982 - logits_profile_predictions_loss: 414.6441 - logcount_predictions_loss: 0.3159 85/2388 [>.............................] - ETA: 5:23 - loss: 418.5295 - logits_profile_predictions_loss: 414.6768 - logcount_predictions_loss: 0.3158 86/2388 [>.............................] - ETA: 5:23 - loss: 418.5605 - logits_profile_predictions_loss: 414.7092 - logcount_predictions_loss: 0.3157 87/2388 [>.............................] - ETA: 5:22 - loss: 418.5951 - logits_profile_predictions_loss: 414.7450 - logcount_predictions_loss: 0.3156 88/2388 [>.............................] - ETA: 5:22 - loss: 418.6330 - logits_profile_predictions_loss: 414.7841 - logcount_predictions_loss: 0.3155 89/2388 [>.............................] - ETA: 5:22 - loss: 418.6682 - logits_profile_predictions_loss: 414.8204 - logcount_predictions_loss: 0.3154 90/2388 [>.............................] - ETA: 5:22 - loss: 418.7097 - logits_profile_predictions_loss: 414.8630 - logcount_predictions_loss: 0.3153 91/2388 [>.............................] - ETA: 5:22 - loss: 418.7449 - logits_profile_predictions_loss: 414.8991 - logcount_predictions_loss: 0.3152 92/2388 [>.............................] - ETA: 5:22 - loss: 418.7731 - logits_profile_predictions_loss: 414.9281 - logcount_predictions_loss: 0.3152 93/2388 [>.............................] - ETA: 5:21 - loss: 418.7978 - logits_profile_predictions_loss: 414.9537 - logcount_predictions_loss: 0.3151 94/2388 [>.............................] - ETA: 5:21 - loss: 418.8140 - logits_profile_predictions_loss: 414.9706 - logcount_predictions_loss: 0.3150 95/2388 [>.............................] - ETA: 5:21 - loss: 418.8294 - logits_profile_predictions_loss: 414.9865 - logcount_predictions_loss: 0.3150 96/2388 [>.............................] - ETA: 5:21 - loss: 418.8464 - logits_profile_predictions_loss: 415.0039 - logcount_predictions_loss: 0.3149 97/2388 [>.............................] - ETA: 5:21 - loss: 418.8596 - logits_profile_predictions_loss: 415.0175 - logcount_predictions_loss: 0.3149 98/2388 [>.............................] - ETA: 5:21 - loss: 418.8735 - logits_profile_predictions_loss: 415.0315 - logcount_predictions_loss: 0.3149 99/2388 [>.............................] - ETA: 5:21 - 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[============================>.] - ETA: 0s - loss: 415.5640 - logits_profile_predictions_loss: 411.8893 - logcount_predictions_loss: 0.3012 2383/2388 [============================>.] - ETA: 0s - loss: 415.5629 - logits_profile_predictions_loss: 411.8883 - logcount_predictions_loss: 0.3012 2384/2388 [============================>.] - ETA: 0s - loss: 415.5619 - logits_profile_predictions_loss: 411.8873 - logcount_predictions_loss: 0.3012 2385/2388 [============================>.] - ETA: 0s - loss: 415.5608 - logits_profile_predictions_loss: 411.8863 - logcount_predictions_loss: 0.3012 2386/2388 [============================>.] - ETA: 0s - loss: 415.5598 - logits_profile_predictions_loss: 411.8853 - logcount_predictions_loss: 0.3012 2387/2388 [============================>.] - ETA: 0s - loss: 415.5587 - logits_profile_predictions_loss: 411.8843 - logcount_predictions_loss: 0.3012 2388/2388 [==============================] - ETA: 0s - loss: 415.5577 - logits_profile_predictions_loss: 411.8834 - logcount_predictions_loss: 0.3012 2388/2388 [==============================] - 354s 148ms/step - loss: 415.5567 - logits_profile_predictions_loss: 411.8824 - logcount_predictions_loss: 0.3012 - val_loss: 469.9413 - val_logits_profile_predictions_loss: 466.9507 - val_logcount_predictions_loss: 0.2451 Epoch 00002: val_loss improved from 476.92847 to 469.94128, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR924IHU//chrombppnet_model_encsr880cub_bias_fold_1/chrombpnet.h5 Epoch 3/50 1/2388 [..............................] - ETA: 6:06 - loss: 401.0845 - logits_profile_predictions_loss: 397.4014 - logcount_predictions_loss: 0.3019 2/2388 [..............................] - ETA: 5:35 - loss: 406.6359 - logits_profile_predictions_loss: 402.9431 - logcount_predictions_loss: 0.3027 3/2388 [..............................] - ETA: 5:35 - loss: 414.8789 - logits_profile_predictions_loss: 411.2042 - logcount_predictions_loss: 0.3012 4/2388 [..............................] - ETA: 5:34 - loss: 419.0656 - logits_profile_predictions_loss: 415.4674 - logcount_predictions_loss: 0.2949 5/2388 [..............................] - ETA: 5:34 - loss: 422.2154 - logits_profile_predictions_loss: 418.7197 - logcount_predictions_loss: 0.2865 6/2388 [..............................] - ETA: 5:34 - loss: 424.8412 - logits_profile_predictions_loss: 421.4233 - logcount_predictions_loss: 0.2802 7/2388 [..............................] - ETA: 5:33 - loss: 427.4533 - logits_profile_predictions_loss: 424.0424 - logcount_predictions_loss: 0.2796 8/2388 [..............................] - ETA: 5:33 - loss: 429.1898 - logits_profile_predictions_loss: 425.7965 - logcount_predictions_loss: 0.2781 9/2388 [..............................] - ETA: 5:33 - loss: 429.9046 - logits_profile_predictions_loss: 426.5203 - logcount_predictions_loss: 0.2774 10/2388 [..............................] - ETA: 5:33 - loss: 429.8173 - logits_profile_predictions_loss: 426.4425 - logcount_predictions_loss: 0.2766 11/2388 [..............................] - ETA: 5:33 - loss: 429.9954 - logits_profile_predictions_loss: 426.6322 - logcount_predictions_loss: 0.2757 12/2388 [..............................] - ETA: 5:32 - loss: 430.1916 - logits_profile_predictions_loss: 426.8331 - logcount_predictions_loss: 0.2753 13/2388 [..............................] - ETA: 5:32 - loss: 430.3337 - logits_profile_predictions_loss: 426.9747 - logcount_predictions_loss: 0.2753 14/2388 [..............................] - ETA: 5:32 - loss: 430.4255 - logits_profile_predictions_loss: 427.0732 - logcount_predictions_loss: 0.2748 15/2388 [..............................] - ETA: 5:32 - loss: 430.5150 - logits_profile_predictions_loss: 427.1673 - logcount_predictions_loss: 0.2744 16/2388 [..............................] - ETA: 5:32 - loss: 430.3760 - logits_profile_predictions_loss: 427.0337 - logcount_predictions_loss: 0.2740 17/2388 [..............................] - ETA: 5:32 - loss: 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[..............................] - ETA: 5:30 - loss: 428.2089 - logits_profile_predictions_loss: 424.9293 - logcount_predictions_loss: 0.2688 25/2388 [..............................] - ETA: 5:30 - loss: 427.7574 - logits_profile_predictions_loss: 424.4871 - logcount_predictions_loss: 0.2681 26/2388 [..............................] - ETA: 5:30 - loss: 427.3097 - logits_profile_predictions_loss: 424.0475 - logcount_predictions_loss: 0.2674 27/2388 [..............................] - ETA: 5:30 - loss: 426.9240 - logits_profile_predictions_loss: 423.6708 - logcount_predictions_loss: 0.2666 28/2388 [..............................] - ETA: 5:30 - loss: 426.5505 - logits_profile_predictions_loss: 423.3052 - logcount_predictions_loss: 0.2660 29/2388 [..............................] - ETA: 5:30 - loss: 426.1912 - logits_profile_predictions_loss: 422.9531 - logcount_predictions_loss: 0.2654 30/2388 [..............................] - ETA: 5:30 - loss: 425.8202 - logits_profile_predictions_loss: 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[..............................] - ETA: 5:26 - loss: 420.5166 - logits_profile_predictions_loss: 417.3955 - logcount_predictions_loss: 0.2558 58/2388 [..............................] - ETA: 5:26 - loss: 420.3462 - logits_profile_predictions_loss: 417.2272 - logcount_predictions_loss: 0.2557 59/2388 [..............................] - ETA: 5:26 - loss: 420.1691 - logits_profile_predictions_loss: 417.0519 - logcount_predictions_loss: 0.2555 60/2388 [..............................] - ETA: 5:26 - loss: 419.9827 - logits_profile_predictions_loss: 416.8675 - logcount_predictions_loss: 0.2553 61/2388 [..............................] - ETA: 5:25 - loss: 419.8009 - logits_profile_predictions_loss: 416.6876 - logcount_predictions_loss: 0.2552 62/2388 [..............................] - ETA: 5:25 - loss: 419.6222 - logits_profile_predictions_loss: 416.5104 - logcount_predictions_loss: 0.2551 63/2388 [..............................] - ETA: 5:25 - loss: 419.4527 - logits_profile_predictions_loss: 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logits_profile_predictions_loss: 408.4474 - logcount_predictions_loss: 0.2623 351/2388 [===>..........................] - ETA: 4:45 - loss: 411.6498 - logits_profile_predictions_loss: 408.4501 - logcount_predictions_loss: 0.2623 352/2388 [===>..........................] - ETA: 4:45 - loss: 411.6528 - logits_profile_predictions_loss: 408.4530 - logcount_predictions_loss: 0.2623 353/2388 [===>..........................] - ETA: 4:44 - loss: 411.6558 - logits_profile_predictions_loss: 408.4558 - logcount_predictions_loss: 0.2623 354/2388 [===>..........................] - ETA: 4:44 - loss: 411.6590 - logits_profile_predictions_loss: 408.4589 - logcount_predictions_loss: 0.2623 355/2388 [===>..........................] - ETA: 4:44 - loss: 411.6623 - logits_profile_predictions_loss: 408.4621 - logcount_predictions_loss: 0.2623 356/2388 [===>..........................] - ETA: 4:44 - loss: 411.6655 - logits_profile_predictions_loss: 408.4653 - logcount_predictions_loss: 0.2623 357/2388 [===>..........................] - ETA: 4:44 - loss: 411.6690 - logits_profile_predictions_loss: 408.4686 - logcount_predictions_loss: 0.2623 358/2388 [===>..........................] - ETA: 4:44 - loss: 411.6729 - logits_profile_predictions_loss: 408.4724 - logcount_predictions_loss: 0.2623 359/2388 [===>..........................] - ETA: 4:44 - loss: 411.6767 - logits_profile_predictions_loss: 408.4761 - logcount_predictions_loss: 0.2623 360/2388 [===>..........................] - ETA: 4:43 - loss: 411.6805 - logits_profile_predictions_loss: 408.4798 - logcount_predictions_loss: 0.2624 361/2388 [===>..........................] - ETA: 4:43 - loss: 411.6840 - logits_profile_predictions_loss: 408.4832 - logcount_predictions_loss: 0.2624 362/2388 [===>..........................] - ETA: 4:43 - loss: 411.6876 - logits_profile_predictions_loss: 408.4866 - logcount_predictions_loss: 0.2624 363/2388 [===>..........................] - ETA: 4:43 - loss: 411.6907 - logits_profile_predictions_loss: 408.4896 - logcount_predictions_loss: 0.2624 364/2388 [===>..........................] - ETA: 4:43 - loss: 411.6939 - logits_profile_predictions_loss: 408.4927 - logcount_predictions_loss: 0.2624 365/2388 [===>..........................] - ETA: 4:43 - loss: 411.6968 - logits_profile_predictions_loss: 408.4954 - logcount_predictions_loss: 0.2624 366/2388 [===>..........................] - ETA: 4:43 - loss: 411.7003 - logits_profile_predictions_loss: 408.4988 - logcount_predictions_loss: 0.2624 367/2388 [===>..........................] - ETA: 4:43 - loss: 411.7039 - logits_profile_predictions_loss: 408.5022 - logcount_predictions_loss: 0.2624 368/2388 [===>..........................] - ETA: 4:42 - loss: 411.7073 - logits_profile_predictions_loss: 408.5055 - logcount_predictions_loss: 0.2624 369/2388 [===>..........................] - ETA: 4:42 - loss: 411.7108 - logits_profile_predictions_loss: 408.5089 - logcount_predictions_loss: 0.2625 370/2388 [===>..........................] - ETA: 4:42 - loss: 411.7143 - logits_profile_predictions_loss: 408.5122 - logcount_predictions_loss: 0.2625 371/2388 [===>..........................] - ETA: 4:42 - loss: 411.7179 - logits_profile_predictions_loss: 408.5157 - logcount_predictions_loss: 0.2625 372/2388 [===>..........................] - ETA: 4:42 - loss: 411.7214 - logits_profile_predictions_loss: 408.5191 - logcount_predictions_loss: 0.2625 373/2388 [===>..........................] - ETA: 4:42 - loss: 411.7249 - logits_profile_predictions_loss: 408.5224 - logcount_predictions_loss: 0.2625 374/2388 [===>..........................] - ETA: 4:42 - loss: 411.7284 - logits_profile_predictions_loss: 408.5258 - logcount_predictions_loss: 0.2625 375/2388 [===>..........................] - ETA: 4:41 - loss: 411.7316 - logits_profile_predictions_loss: 408.5288 - logcount_predictions_loss: 0.2625 376/2388 [===>..........................] - ETA: 4:41 - loss: 411.7345 - logits_profile_predictions_loss: 408.5316 - logcount_predictions_loss: 0.2625 377/2388 [===>..........................] - ETA: 4:41 - loss: 411.7370 - logits_profile_predictions_loss: 408.5340 - logcount_predictions_loss: 0.2625 378/2388 [===>..........................] - ETA: 4:41 - loss: 411.7394 - logits_profile_predictions_loss: 408.5362 - logcount_predictions_loss: 0.2626 379/2388 [===>..........................] - ETA: 4:41 - loss: 411.7414 - logits_profile_predictions_loss: 408.5381 - logcount_predictions_loss: 0.2626 380/2388 [===>..........................] - ETA: 4:41 - loss: 411.7434 - logits_profile_predictions_loss: 408.5400 - logcount_predictions_loss: 0.2626 381/2388 [===>..........................] - ETA: 4:41 - loss: 411.7457 - logits_profile_predictions_loss: 408.5421 - logcount_predictions_loss: 0.2626 382/2388 [===>..........................] - ETA: 4:40 - loss: 411.7481 - logits_profile_predictions_loss: 408.5444 - logcount_predictions_loss: 0.2626 383/2388 [===>..........................] - ETA: 4:40 - loss: 411.7503 - logits_profile_predictions_loss: 408.5464 - logcount_predictions_loss: 0.2626 384/2388 [===>..........................] - ETA: 4:40 - loss: 411.7519 - logits_profile_predictions_loss: 408.5480 - logcount_predictions_loss: 0.2626 385/2388 [===>..........................] - ETA: 4:40 - loss: 411.7530 - logits_profile_predictions_loss: 408.5489 - logcount_predictions_loss: 0.2626 386/2388 [===>..........................] - ETA: 4:40 - loss: 411.7538 - logits_profile_predictions_loss: 408.5496 - logcount_predictions_loss: 0.2626 387/2388 [===>..........................] - ETA: 4:40 - loss: 411.7546 - logits_profile_predictions_loss: 408.5502 - logcount_predictions_loss: 0.2627 388/2388 [===>..........................] - ETA: 4:40 - loss: 411.7554 - logits_profile_predictions_loss: 408.5508 - logcount_predictions_loss: 0.2627 389/2388 [===>..........................] - ETA: 4:39 - loss: 411.7559 - logits_profile_predictions_loss: 408.5512 - logcount_predictions_loss: 0.2627 390/2388 [===>..........................] - ETA: 4:39 - loss: 411.7564 - logits_profile_predictions_loss: 408.5515 - logcount_predictions_loss: 0.2627 391/2388 [===>..........................] - ETA: 4:39 - loss: 411.7565 - logits_profile_predictions_loss: 408.5515 - logcount_predictions_loss: 0.2627 392/2388 [===>..........................] - ETA: 4:39 - loss: 411.7564 - logits_profile_predictions_loss: 408.5513 - logcount_predictions_loss: 0.2627 393/2388 [===>..........................] - ETA: 4:38 - loss: 411.7563 - logits_profile_predictions_loss: 408.5510 - logcount_predictions_loss: 0.2627 394/2388 [===>..........................] - ETA: 4:38 - loss: 411.7565 - logits_profile_predictions_loss: 408.5511 - logcount_predictions_loss: 0.2627 395/2388 [===>..........................] - ETA: 4:38 - loss: 411.7567 - logits_profile_predictions_loss: 408.5511 - logcount_predictions_loss: 0.2628 396/2388 [===>..........................] - ETA: 4:38 - loss: 411.7569 - logits_profile_predictions_loss: 408.5512 - logcount_predictions_loss: 0.2628 397/2388 [===>..........................] - ETA: 4:38 - loss: 411.7571 - logits_profile_predictions_loss: 408.5513 - logcount_predictions_loss: 0.2628 398/2388 [====>.........................] - ETA: 4:38 - loss: 411.7575 - logits_profile_predictions_loss: 408.5515 - logcount_predictions_loss: 0.2628 399/2388 [====>.........................] - ETA: 4:38 - loss: 411.7577 - logits_profile_predictions_loss: 408.5515 - logcount_predictions_loss: 0.2628 400/2388 [====>.........................] - ETA: 4:37 - loss: 411.7578 - logits_profile_predictions_loss: 408.5515 - logcount_predictions_loss: 0.2628 401/2388 [====>.........................] - ETA: 4:37 - loss: 411.7578 - logits_profile_predictions_loss: 408.5514 - logcount_predictions_loss: 0.2628 402/2388 [====>.........................] - ETA: 4:37 - loss: 411.7577 - logits_profile_predictions_loss: 408.5512 - logcount_predictions_loss: 0.2628 403/2388 [====>.........................] - ETA: 4:37 - loss: 411.7577 - logits_profile_predictions_loss: 408.5510 - logcount_predictions_loss: 0.2628 404/2388 [====>.........................] - ETA: 4:37 - loss: 411.7578 - logits_profile_predictions_loss: 408.5509 - logcount_predictions_loss: 0.2629 405/2388 [====>.........................] - ETA: 4:37 - loss: 411.7577 - logits_profile_predictions_loss: 408.5507 - logcount_predictions_loss: 0.2629 406/2388 [====>.........................] - ETA: 4:37 - loss: 411.7577 - logits_profile_predictions_loss: 408.5506 - logcount_predictions_loss: 0.2629 407/2388 [====>.........................] - ETA: 4:37 - loss: 411.7576 - logits_profile_predictions_loss: 408.5504 - logcount_predictions_loss: 0.2629 408/2388 [====>.........................] - ETA: 4:36 - loss: 411.7576 - logits_profile_predictions_loss: 408.5502 - logcount_predictions_loss: 0.2629 409/2388 [====>.........................] - ETA: 4:36 - loss: 411.7572 - logits_profile_predictions_loss: 408.5496 - logcount_predictions_loss: 0.2629 410/2388 [====>.........................] - ETA: 4:36 - loss: 411.7569 - logits_profile_predictions_loss: 408.5492 - logcount_predictions_loss: 0.2629 411/2388 [====>.........................] - ETA: 4:36 - loss: 411.7566 - logits_profile_predictions_loss: 408.5488 - logcount_predictions_loss: 0.2629 412/2388 [====>.........................] - ETA: 4:36 - loss: 411.7564 - logits_profile_predictions_loss: 408.5484 - logcount_predictions_loss: 0.2630 413/2388 [====>.........................] - ETA: 4:36 - loss: 411.7562 - logits_profile_predictions_loss: 408.5481 - logcount_predictions_loss: 0.2630 414/2388 [====>.........................] - ETA: 4:36 - loss: 411.7557 - logits_profile_predictions_loss: 408.5474 - logcount_predictions_loss: 0.2630 415/2388 [====>.........................] - ETA: 4:35 - loss: 411.7556 - logits_profile_predictions_loss: 408.5472 - logcount_predictions_loss: 0.2630 416/2388 [====>.........................] - ETA: 4:35 - loss: 411.7555 - logits_profile_predictions_loss: 408.5470 - logcount_predictions_loss: 0.2630 417/2388 [====>.........................] - ETA: 4:35 - loss: 411.7554 - logits_profile_predictions_loss: 408.5467 - logcount_predictions_loss: 0.2630 418/2388 [====>.........................] - ETA: 4:35 - loss: 411.7554 - logits_profile_predictions_loss: 408.5466 - logcount_predictions_loss: 0.2630 419/2388 [====>.........................] - ETA: 4:35 - loss: 411.7551 - logits_profile_predictions_loss: 408.5461 - logcount_predictions_loss: 0.2630 420/2388 [====>.........................] - ETA: 4:35 - loss: 411.7548 - logits_profile_predictions_loss: 408.5458 - logcount_predictions_loss: 0.2630 421/2388 [====>.........................] - ETA: 4:35 - loss: 411.7547 - logits_profile_predictions_loss: 408.5454 - logcount_predictions_loss: 0.2631 422/2388 [====>.........................] - ETA: 4:34 - loss: 411.7543 - logits_profile_predictions_loss: 408.5450 - logcount_predictions_loss: 0.2631 423/2388 [====>.........................] - ETA: 4:34 - loss: 411.7541 - logits_profile_predictions_loss: 408.5446 - logcount_predictions_loss: 0.2631 424/2388 [====>.........................] - ETA: 4:34 - loss: 411.7540 - logits_profile_predictions_loss: 408.5444 - logcount_predictions_loss: 0.2631 425/2388 [====>.........................] - ETA: 4:34 - loss: 411.7537 - logits_profile_predictions_loss: 408.5439 - logcount_predictions_loss: 0.2631 426/2388 [====>.........................] - ETA: 4:34 - loss: 411.7533 - logits_profile_predictions_loss: 408.5434 - logcount_predictions_loss: 0.2631 427/2388 [====>.........................] - ETA: 4:34 - loss: 411.7529 - logits_profile_predictions_loss: 408.5428 - logcount_predictions_loss: 0.2631 428/2388 [====>.........................] - ETA: 4:34 - loss: 411.7525 - logits_profile_predictions_loss: 408.5423 - logcount_predictions_loss: 0.2631 429/2388 [====>.........................] - ETA: 4:33 - loss: 411.7521 - logits_profile_predictions_loss: 408.5417 - logcount_predictions_loss: 0.2631 430/2388 [====>.........................] - ETA: 4:33 - loss: 411.7520 - logits_profile_predictions_loss: 408.5415 - logcount_predictions_loss: 0.2632 431/2388 [====>.........................] - ETA: 4:33 - loss: 411.7520 - logits_profile_predictions_loss: 408.5414 - logcount_predictions_loss: 0.2632 432/2388 [====>.........................] - ETA: 4:33 - loss: 411.7518 - logits_profile_predictions_loss: 408.5411 - logcount_predictions_loss: 0.2632 433/2388 [====>.........................] - ETA: 4:33 - loss: 411.7519 - logits_profile_predictions_loss: 408.5410 - logcount_predictions_loss: 0.2632 434/2388 [====>.........................] - ETA: 4:33 - loss: 411.7518 - logits_profile_predictions_loss: 408.5409 - logcount_predictions_loss: 0.2632 435/2388 [====>.........................] - ETA: 4:33 - loss: 411.7519 - logits_profile_predictions_loss: 408.5408 - logcount_predictions_loss: 0.2632 436/2388 [====>.........................] - ETA: 4:32 - loss: 411.7520 - logits_profile_predictions_loss: 408.5408 - logcount_predictions_loss: 0.2632 437/2388 [====>.........................] - ETA: 4:32 - loss: 411.7524 - logits_profile_predictions_loss: 408.5411 - logcount_predictions_loss: 0.2632 438/2388 [====>.........................] - ETA: 4:32 - loss: 411.7527 - logits_profile_predictions_loss: 408.5413 - logcount_predictions_loss: 0.2632 439/2388 [====>.........................] - ETA: 4:32 - loss: 411.7528 - logits_profile_predictions_loss: 408.5413 - logcount_predictions_loss: 0.2632 440/2388 [====>.........................] - ETA: 4:32 - loss: 411.7531 - logits_profile_predictions_loss: 408.5415 - logcount_predictions_loss: 0.2632 441/2388 [====>.........................] - ETA: 4:32 - loss: 411.7534 - logits_profile_predictions_loss: 408.5417 - logcount_predictions_loss: 0.2633 442/2388 [====>.........................] - ETA: 4:32 - loss: 411.7538 - logits_profile_predictions_loss: 408.5420 - logcount_predictions_loss: 0.2633 443/2388 [====>.........................] - ETA: 4:32 - loss: 411.7539 - logits_profile_predictions_loss: 408.5419 - logcount_predictions_loss: 0.2633 444/2388 [====>.........................] - ETA: 4:31 - loss: 411.7538 - logits_profile_predictions_loss: 408.5418 - logcount_predictions_loss: 0.2633 445/2388 [====>.........................] - ETA: 4:31 - loss: 411.7537 - logits_profile_predictions_loss: 408.5416 - logcount_predictions_loss: 0.2633 446/2388 [====>.........................] - ETA: 4:31 - loss: 411.7539 - logits_profile_predictions_loss: 408.5416 - logcount_predictions_loss: 0.2633 447/2388 [====>.........................] - ETA: 4:31 - loss: 411.7542 - logits_profile_predictions_loss: 408.5418 - logcount_predictions_loss: 0.2633 448/2388 [====>.........................] - ETA: 4:31 - loss: 411.7541 - logits_profile_predictions_loss: 408.5416 - logcount_predictions_loss: 0.2633 449/2388 [====>.........................] - ETA: 4:31 - loss: 411.7540 - logits_profile_predictions_loss: 408.5414 - logcount_predictions_loss: 0.2633 450/2388 [====>.........................] - ETA: 4:31 - loss: 411.7535 - logits_profile_predictions_loss: 408.5409 - logcount_predictions_loss: 0.2633 451/2388 [====>.........................] - ETA: 4:30 - loss: 411.7530 - logits_profile_predictions_loss: 408.5403 - logcount_predictions_loss: 0.2633 452/2388 [====>.........................] - ETA: 4:30 - loss: 411.7525 - logits_profile_predictions_loss: 408.5396 - logcount_predictions_loss: 0.2633 453/2388 [====>.........................] - ETA: 4:30 - loss: 411.7517 - logits_profile_predictions_loss: 408.5388 - logcount_predictions_loss: 0.2634 454/2388 [====>.........................] - ETA: 4:30 - loss: 411.7507 - logits_profile_predictions_loss: 408.5377 - logcount_predictions_loss: 0.2634 455/2388 [====>.........................] - ETA: 4:30 - loss: 411.7496 - logits_profile_predictions_loss: 408.5364 - logcount_predictions_loss: 0.2634 456/2388 [====>.........................] - ETA: 4:30 - loss: 411.7485 - logits_profile_predictions_loss: 408.5352 - logcount_predictions_loss: 0.2634 457/2388 [====>.........................] - ETA: 4:30 - loss: 411.7474 - logits_profile_predictions_loss: 408.5340 - logcount_predictions_loss: 0.2634 458/2388 [====>.........................] - ETA: 4:29 - loss: 411.7465 - logits_profile_predictions_loss: 408.5330 - logcount_predictions_loss: 0.2634 459/2388 [====>.........................] - ETA: 4:29 - loss: 411.7456 - logits_profile_predictions_loss: 408.5320 - logcount_predictions_loss: 0.2634 460/2388 [====>.........................] - ETA: 4:29 - loss: 411.7448 - logits_profile_predictions_loss: 408.5311 - logcount_predictions_loss: 0.2634 461/2388 [====>.........................] - ETA: 4:29 - loss: 411.7439 - logits_profile_predictions_loss: 408.5301 - logcount_predictions_loss: 0.2634 462/2388 [====>.........................] - ETA: 4:29 - loss: 411.7432 - logits_profile_predictions_loss: 408.5293 - logcount_predictions_loss: 0.2634 463/2388 [====>.........................] - ETA: 4:29 - loss: 411.7425 - logits_profile_predictions_loss: 408.5286 - logcount_predictions_loss: 0.2634 464/2388 [====>.........................] - ETA: 4:29 - loss: 411.7417 - logits_profile_predictions_loss: 408.5277 - logcount_predictions_loss: 0.2634 465/2388 [====>.........................] - ETA: 4:28 - loss: 411.7407 - logits_profile_predictions_loss: 408.5265 - logcount_predictions_loss: 0.2635 466/2388 [====>.........................] - ETA: 4:28 - loss: 411.7397 - logits_profile_predictions_loss: 408.5255 - logcount_predictions_loss: 0.2635 467/2388 [====>.........................] - ETA: 4:28 - loss: 411.7387 - logits_profile_predictions_loss: 408.5243 - logcount_predictions_loss: 0.2635 468/2388 [====>.........................] - ETA: 4:28 - loss: 411.7375 - logits_profile_predictions_loss: 408.5231 - logcount_predictions_loss: 0.2635 469/2388 [====>.........................] - ETA: 4:28 - loss: 411.7363 - logits_profile_predictions_loss: 408.5218 - logcount_predictions_loss: 0.2635 470/2388 [====>.........................] - ETA: 4:28 - loss: 411.7351 - logits_profile_predictions_loss: 408.5204 - logcount_predictions_loss: 0.2635 471/2388 [====>.........................] - ETA: 4:28 - loss: 411.7339 - logits_profile_predictions_loss: 408.5192 - logcount_predictions_loss: 0.2635 472/2388 [====>.........................] - ETA: 4:28 - loss: 411.7326 - logits_profile_predictions_loss: 408.5178 - logcount_predictions_loss: 0.2635 473/2388 [====>.........................] - ETA: 4:27 - loss: 411.7312 - logits_profile_predictions_loss: 408.5164 - logcount_predictions_loss: 0.2635 474/2388 [====>.........................] - ETA: 4:27 - loss: 411.7298 - logits_profile_predictions_loss: 408.5148 - logcount_predictions_loss: 0.2635 475/2388 [====>.........................] - ETA: 4:27 - loss: 411.7283 - logits_profile_predictions_loss: 408.5133 - logcount_predictions_loss: 0.2635 476/2388 [====>.........................] - ETA: 4:27 - loss: 411.7269 - logits_profile_predictions_loss: 408.5118 - logcount_predictions_loss: 0.2635 477/2388 [====>.........................] - ETA: 4:27 - loss: 411.7255 - logits_profile_predictions_loss: 408.5103 - logcount_predictions_loss: 0.2635 478/2388 [=====>........................] - ETA: 4:27 - loss: 411.7245 - logits_profile_predictions_loss: 408.5092 - logcount_predictions_loss: 0.2635 479/2388 [=====>........................] - ETA: 4:27 - loss: 411.7238 - logits_profile_predictions_loss: 408.5084 - logcount_predictions_loss: 0.2636 480/2388 [=====>........................] - ETA: 4:26 - loss: 411.7230 - logits_profile_predictions_loss: 408.5076 - logcount_predictions_loss: 0.2636 481/2388 [=====>........................] - ETA: 4:26 - loss: 411.7223 - logits_profile_predictions_loss: 408.5068 - logcount_predictions_loss: 0.2636 482/2388 [=====>........................] - ETA: 4:26 - loss: 411.7216 - logits_profile_predictions_loss: 408.5060 - logcount_predictions_loss: 0.2636 483/2388 [=====>........................] - ETA: 4:26 - loss: 411.7209 - logits_profile_predictions_loss: 408.5053 - logcount_predictions_loss: 0.2636 484/2388 [=====>........................] - ETA: 4:26 - loss: 411.7202 - logits_profile_predictions_loss: 408.5045 - logcount_predictions_loss: 0.2636 485/2388 [=====>........................] - ETA: 4:26 - loss: 411.7194 - logits_profile_predictions_loss: 408.5036 - logcount_predictions_loss: 0.2636 486/2388 [=====>........................] - ETA: 4:26 - loss: 411.7184 - logits_profile_predictions_loss: 408.5025 - logcount_predictions_loss: 0.2636 487/2388 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[============================>.] - ETA: 0s - loss: 410.6822 - logits_profile_predictions_loss: 407.4764 - logcount_predictions_loss: 0.2628 2387/2388 [============================>.] - ETA: 0s - loss: 410.6818 - logits_profile_predictions_loss: 407.4760 - logcount_predictions_loss: 0.2628 2388/2388 [==============================] - ETA: 0s - loss: 410.6814 - logits_profile_predictions_loss: 407.4755 - logcount_predictions_loss: 0.2628 2388/2388 [==============================] - 354s 148ms/step - loss: 410.6809 - logits_profile_predictions_loss: 407.4751 - logcount_predictions_loss: 0.2628 - val_loss: 467.0632 - val_logits_profile_predictions_loss: 464.3567 - val_logcount_predictions_loss: 0.2218 Epoch 00003: val_loss improved from 469.94128 to 467.06323, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR924IHU//chrombppnet_model_encsr880cub_bias_fold_1/chrombpnet.h5 Epoch 4/50 1/2388 [..............................] - ETA: 6:11 - loss: 305.7460 - 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[..............................] - ETA: 5:39 - loss: 391.0994 - logits_profile_predictions_loss: 388.1445 - logcount_predictions_loss: 0.2422 9/2388 [..............................] - ETA: 5:38 - loss: 393.0017 - logits_profile_predictions_loss: 390.0487 - logcount_predictions_loss: 0.2421 10/2388 [..............................] - ETA: 5:38 - loss: 394.6150 - logits_profile_predictions_loss: 391.6502 - logcount_predictions_loss: 0.2430 11/2388 [..............................] - ETA: 5:37 - loss: 395.6494 - logits_profile_predictions_loss: 392.6505 - logcount_predictions_loss: 0.2458 12/2388 [..............................] - ETA: 5:36 - loss: 396.5912 - logits_profile_predictions_loss: 393.5668 - logcount_predictions_loss: 0.2479 13/2388 [..............................] - ETA: 5:36 - loss: 397.6002 - logits_profile_predictions_loss: 394.5556 - logcount_predictions_loss: 0.2496 14/2388 [..............................] - ETA: 5:35 - loss: 398.3014 - logits_profile_predictions_loss: 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[============================>.] - ETA: 1s - loss: 407.2189 - logits_profile_predictions_loss: 404.3622 - logcount_predictions_loss: 0.2341 2381/2388 [============================>.] - ETA: 0s - loss: 407.2184 - logits_profile_predictions_loss: 404.3618 - logcount_predictions_loss: 0.2341 2382/2388 [============================>.] - ETA: 0s - loss: 407.2180 - logits_profile_predictions_loss: 404.3614 - logcount_predictions_loss: 0.2341 2383/2388 [============================>.] - ETA: 0s - loss: 407.2176 - logits_profile_predictions_loss: 404.3609 - logcount_predictions_loss: 0.2341 2384/2388 [============================>.] - ETA: 0s - loss: 407.2171 - logits_profile_predictions_loss: 404.3605 - logcount_predictions_loss: 0.2341 2385/2388 [============================>.] - ETA: 0s - loss: 407.2167 - logits_profile_predictions_loss: 404.3601 - logcount_predictions_loss: 0.2341 2386/2388 [============================>.] - ETA: 0s - loss: 407.2162 - logits_profile_predictions_loss: 404.3597 - logcount_predictions_loss: 0.2341 2387/2388 [============================>.] - ETA: 0s - loss: 407.2158 - logits_profile_predictions_loss: 404.3593 - logcount_predictions_loss: 0.2341 2388/2388 [==============================] - ETA: 0s - loss: 407.2153 - logits_profile_predictions_loss: 404.3589 - logcount_predictions_loss: 0.2341 2388/2388 [==============================] - 354s 148ms/step - loss: 407.2149 - logits_profile_predictions_loss: 404.3584 - logcount_predictions_loss: 0.2341 - val_loss: 463.9783 - val_logits_profile_predictions_loss: 461.5498 - val_logcount_predictions_loss: 0.1991 Epoch 00005: val_loss did not improve from 462.83649 Epoch 6/50 1/2388 [..............................] - ETA: 6:13 - loss: 417.5048 - logits_profile_predictions_loss: 415.4891 - logcount_predictions_loss: 0.1652 2/2388 [..............................] - ETA: 5:44 - loss: 424.5445 - logits_profile_predictions_loss: 422.5292 - logcount_predictions_loss: 0.1652 3/2388 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- logcount_predictions_loss: 0.1717 10/2388 [..............................] - ETA: 5:34 - loss: 413.1570 - logits_profile_predictions_loss: 411.0322 - logcount_predictions_loss: 0.1742 11/2388 [..............................] - ETA: 5:34 - loss: 412.5807 - logits_profile_predictions_loss: 410.4205 - logcount_predictions_loss: 0.1771 12/2388 [..............................] - ETA: 5:34 - loss: 412.0418 - logits_profile_predictions_loss: 409.8496 - logcount_predictions_loss: 0.1797 13/2388 [..............................] - ETA: 5:34 - loss: 411.7558 - logits_profile_predictions_loss: 409.5360 - logcount_predictions_loss: 0.1820 14/2388 [..............................] - ETA: 5:33 - loss: 411.6037 - logits_profile_predictions_loss: 409.3643 - logcount_predictions_loss: 0.1836 15/2388 [..............................] - ETA: 5:33 - loss: 411.5593 - logits_profile_predictions_loss: 409.3060 - logcount_predictions_loss: 0.1847 16/2388 [..............................] - ETA: 5:33 - loss: 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[..............................] - ETA: 5:32 - loss: 410.1826 - logits_profile_predictions_loss: 407.8489 - logcount_predictions_loss: 0.1913 24/2388 [..............................] - ETA: 5:32 - loss: 409.9869 - logits_profile_predictions_loss: 407.6421 - logcount_predictions_loss: 0.1922 25/2388 [..............................] - ETA: 5:31 - loss: 409.7503 - logits_profile_predictions_loss: 407.3946 - logcount_predictions_loss: 0.1931 26/2388 [..............................] - ETA: 5:31 - loss: 409.5757 - logits_profile_predictions_loss: 407.2102 - logcount_predictions_loss: 0.1939 27/2388 [..............................] - ETA: 5:31 - loss: 409.4381 - logits_profile_predictions_loss: 407.0611 - logcount_predictions_loss: 0.1948 28/2388 [..............................] - ETA: 5:31 - loss: 409.3268 - logits_profile_predictions_loss: 406.9390 - logcount_predictions_loss: 0.1957 29/2388 [..............................] - ETA: 5:31 - loss: 409.1803 - logits_profile_predictions_loss: 406.7832 - logcount_predictions_loss: 0.1965 30/2388 [..............................] - ETA: 5:30 - loss: 409.0495 - logits_profile_predictions_loss: 406.6439 - logcount_predictions_loss: 0.1972 31/2388 [..............................] - ETA: 5:30 - loss: 408.9793 - logits_profile_predictions_loss: 406.5655 - logcount_predictions_loss: 0.1979 32/2388 [..............................] - ETA: 5:30 - loss: 408.8792 - logits_profile_predictions_loss: 406.4556 - logcount_predictions_loss: 0.1987 33/2388 [..............................] - ETA: 5:30 - loss: 408.8114 - logits_profile_predictions_loss: 406.3796 - logcount_predictions_loss: 0.1993 34/2388 [..............................] - ETA: 5:30 - loss: 408.7372 - logits_profile_predictions_loss: 406.2973 - logcount_predictions_loss: 0.2000 35/2388 [..............................] - ETA: 5:30 - loss: 408.6186 - logits_profile_predictions_loss: 406.1711 - logcount_predictions_loss: 0.2006 36/2388 [..............................] - ETA: 5:29 - loss: 408.5162 - logits_profile_predictions_loss: 406.0611 - logcount_predictions_loss: 0.2012 37/2388 [..............................] - ETA: 5:29 - loss: 408.4140 - logits_profile_predictions_loss: 405.9519 - logcount_predictions_loss: 0.2018 38/2388 [..............................] - ETA: 5:29 - loss: 408.3045 - logits_profile_predictions_loss: 405.8359 - logcount_predictions_loss: 0.2023 39/2388 [..............................] - ETA: 5:29 - loss: 408.2086 - logits_profile_predictions_loss: 405.7340 - logcount_predictions_loss: 0.2028 40/2388 [..............................] - ETA: 5:29 - loss: 408.1587 - logits_profile_predictions_loss: 405.6789 - logcount_predictions_loss: 0.2033 41/2388 [..............................] - ETA: 5:29 - loss: 408.1019 - logits_profile_predictions_loss: 405.6173 - logcount_predictions_loss: 0.2037 42/2388 [..............................] - ETA: 5:28 - loss: 408.0697 - logits_profile_predictions_loss: 405.5809 - logcount_predictions_loss: 0.2040 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[..............................] - ETA: 5:26 - loss: 407.0560 - logits_profile_predictions_loss: 404.5179 - logcount_predictions_loss: 0.2080 57/2388 [..............................] - ETA: 5:26 - loss: 406.9829 - logits_profile_predictions_loss: 404.4424 - logcount_predictions_loss: 0.2082 58/2388 [..............................] - ETA: 5:26 - loss: 406.9056 - logits_profile_predictions_loss: 404.3629 - logcount_predictions_loss: 0.2084 59/2388 [..............................] - ETA: 5:26 - loss: 406.8378 - logits_profile_predictions_loss: 404.2930 - logcount_predictions_loss: 0.2086 60/2388 [..............................] - ETA: 5:26 - loss: 406.7764 - logits_profile_predictions_loss: 404.2297 - logcount_predictions_loss: 0.2087 61/2388 [..............................] - ETA: 5:26 - loss: 406.7131 - logits_profile_predictions_loss: 404.1649 - logcount_predictions_loss: 0.2089 62/2388 [..............................] - ETA: 5:25 - loss: 406.6575 - logits_profile_predictions_loss: 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[>.............................] - ETA: 5:22 - loss: 405.1638 - logits_profile_predictions_loss: 402.5920 - logcount_predictions_loss: 0.2108 90/2388 [>.............................] - ETA: 5:21 - loss: 405.1353 - logits_profile_predictions_loss: 402.5626 - logcount_predictions_loss: 0.2109 91/2388 [>.............................] - ETA: 5:21 - loss: 405.1063 - logits_profile_predictions_loss: 402.5328 - logcount_predictions_loss: 0.2109 92/2388 [>.............................] - ETA: 5:21 - loss: 405.0832 - logits_profile_predictions_loss: 402.5090 - logcount_predictions_loss: 0.2110 93/2388 [>.............................] - ETA: 5:21 - loss: 405.0630 - logits_profile_predictions_loss: 402.4881 - logcount_predictions_loss: 0.2111 94/2388 [>.............................] - ETA: 5:21 - loss: 405.0380 - logits_profile_predictions_loss: 402.4624 - logcount_predictions_loss: 0.2111 95/2388 [>.............................] - ETA: 5:21 - loss: 405.0101 - logits_profile_predictions_loss: 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- loss: 404.7485 - logits_profile_predictions_loss: 402.1691 - logcount_predictions_loss: 0.2114 103/2388 [>.............................] - ETA: 5:20 - loss: 404.7128 - logits_profile_predictions_loss: 402.1331 - logcount_predictions_loss: 0.2115 104/2388 [>.............................] - ETA: 5:19 - loss: 404.6775 - logits_profile_predictions_loss: 402.0973 - logcount_predictions_loss: 0.2115 105/2388 [>.............................] - ETA: 5:19 - loss: 404.6420 - logits_profile_predictions_loss: 402.0612 - logcount_predictions_loss: 0.2115 106/2388 [>.............................] - ETA: 5:19 - loss: 404.6118 - logits_profile_predictions_loss: 402.0305 - logcount_predictions_loss: 0.2116 107/2388 [>.............................] - ETA: 5:19 - loss: 404.5813 - logits_profile_predictions_loss: 401.9995 - logcount_predictions_loss: 0.2116 108/2388 [>.............................] - ETA: 5:19 - loss: 404.5540 - logits_profile_predictions_loss: 401.9718 - logcount_predictions_loss: 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[>.............................] - ETA: 5:17 - loss: 404.2987 - logits_profile_predictions_loss: 401.7113 - logcount_predictions_loss: 0.2121 123/2388 [>.............................] - ETA: 5:17 - loss: 404.2918 - logits_profile_predictions_loss: 401.7040 - logcount_predictions_loss: 0.2121 124/2388 [>.............................] - ETA: 5:17 - loss: 404.2820 - logits_profile_predictions_loss: 401.6939 - logcount_predictions_loss: 0.2121 125/2388 [>.............................] - ETA: 5:17 - loss: 404.2686 - logits_profile_predictions_loss: 401.6802 - logcount_predictions_loss: 0.2122 126/2388 [>.............................] - ETA: 5:16 - loss: 404.2563 - logits_profile_predictions_loss: 401.6675 - logcount_predictions_loss: 0.2122 127/2388 [>.............................] - ETA: 5:16 - loss: 404.2417 - logits_profile_predictions_loss: 401.6524 - logcount_predictions_loss: 0.2122 128/2388 [>.............................] - ETA: 5:16 - loss: 404.2272 - 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logits_profile_predictions_loss: 400.6763 - logcount_predictions_loss: 0.2152 389/2388 [===>..........................] - ETA: 4:39 - loss: 403.3059 - logits_profile_predictions_loss: 400.6810 - logcount_predictions_loss: 0.2152 390/2388 [===>..........................] - ETA: 4:39 - loss: 403.3112 - logits_profile_predictions_loss: 400.6863 - logcount_predictions_loss: 0.2152 391/2388 [===>..........................] - ETA: 4:39 - loss: 403.3164 - logits_profile_predictions_loss: 400.6914 - logcount_predictions_loss: 0.2152 392/2388 [===>..........................] - ETA: 4:39 - loss: 403.3215 - logits_profile_predictions_loss: 400.6965 - logcount_predictions_loss: 0.2152 393/2388 [===>..........................] - ETA: 4:39 - loss: 403.3266 - logits_profile_predictions_loss: 400.7016 - logcount_predictions_loss: 0.2152 394/2388 [===>..........................] - ETA: 4:39 - loss: 403.3316 - logits_profile_predictions_loss: 400.7066 - logcount_predictions_loss: 0.2152 395/2388 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[====>.........................] - ETA: 4:37 - loss: 403.3949 - logits_profile_predictions_loss: 400.7694 - logcount_predictions_loss: 0.2152 409/2388 [====>.........................] - ETA: 4:37 - loss: 403.3987 - logits_profile_predictions_loss: 400.7732 - logcount_predictions_loss: 0.2152 410/2388 [====>.........................] - ETA: 4:36 - loss: 403.4026 - logits_profile_predictions_loss: 400.7770 - logcount_predictions_loss: 0.2152 411/2388 [====>.........................] - ETA: 4:36 - loss: 403.4063 - logits_profile_predictions_loss: 400.7807 - logcount_predictions_loss: 0.2152 412/2388 [====>.........................] - ETA: 4:36 - loss: 403.4100 - logits_profile_predictions_loss: 400.7843 - logcount_predictions_loss: 0.2152 413/2388 [====>.........................] - ETA: 4:36 - loss: 403.4135 - logits_profile_predictions_loss: 400.7878 - logcount_predictions_loss: 0.2152 414/2388 [====>.........................] - ETA: 4:36 - loss: 403.4169 - 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loss: 404.6834 - logits_profile_predictions_loss: 402.0197 - logcount_predictions_loss: 0.2183 2366/2388 [============================>.] - ETA: 3s - loss: 404.6834 - logits_profile_predictions_loss: 402.0198 - logcount_predictions_loss: 0.2183 2367/2388 [============================>.] - ETA: 2s - loss: 404.6835 - logits_profile_predictions_loss: 402.0198 - logcount_predictions_loss: 0.2183 2368/2388 [============================>.] - ETA: 2s - loss: 404.6836 - logits_profile_predictions_loss: 402.0199 - logcount_predictions_loss: 0.2183 2369/2388 [============================>.] - ETA: 2s - loss: 404.6836 - logits_profile_predictions_loss: 402.0200 - logcount_predictions_loss: 0.2183 2370/2388 [============================>.] - ETA: 2s - loss: 404.6837 - logits_profile_predictions_loss: 402.0200 - logcount_predictions_loss: 0.2183 2371/2388 [============================>.] - ETA: 2s - loss: 404.6838 - logits_profile_predictions_loss: 402.0201 - logcount_predictions_loss: 0.2183 2372/2388 [============================>.] - ETA: 2s - loss: 404.6838 - logits_profile_predictions_loss: 402.0202 - logcount_predictions_loss: 0.2183 2373/2388 [============================>.] - ETA: 2s - loss: 404.6839 - logits_profile_predictions_loss: 402.0202 - logcount_predictions_loss: 0.2183 2374/2388 [============================>.] - ETA: 1s - loss: 404.6840 - logits_profile_predictions_loss: 402.0203 - logcount_predictions_loss: 0.2183 2375/2388 [============================>.] - ETA: 1s - loss: 404.6841 - logits_profile_predictions_loss: 402.0203 - logcount_predictions_loss: 0.2183 2376/2388 [============================>.] - ETA: 1s - loss: 404.6841 - logits_profile_predictions_loss: 402.0204 - logcount_predictions_loss: 0.2183 2377/2388 [============================>.] - ETA: 1s - loss: 404.6842 - logits_profile_predictions_loss: 402.0205 - logcount_predictions_loss: 0.2183 2378/2388 [============================>.] - ETA: 1s - loss: 404.6843 - logits_profile_predictions_loss: 402.0205 - logcount_predictions_loss: 0.2183 2379/2388 [============================>.] - ETA: 1s - loss: 404.6843 - logits_profile_predictions_loss: 402.0206 - logcount_predictions_loss: 0.2183 2380/2388 [============================>.] - ETA: 1s - loss: 404.6844 - logits_profile_predictions_loss: 402.0206 - logcount_predictions_loss: 0.2183 2381/2388 [============================>.] - ETA: 0s - loss: 404.6845 - logits_profile_predictions_loss: 402.0207 - logcount_predictions_loss: 0.2183 2382/2388 [============================>.] - ETA: 0s - loss: 404.6845 - logits_profile_predictions_loss: 402.0207 - logcount_predictions_loss: 0.2183 2383/2388 [============================>.] - ETA: 0s - loss: 404.6846 - logits_profile_predictions_loss: 402.0208 - logcount_predictions_loss: 0.2183 2384/2388 [============================>.] - ETA: 0s - loss: 404.6846 - logits_profile_predictions_loss: 402.0208 - logcount_predictions_loss: 0.2183 2385/2388 [============================>.] - ETA: 0s - loss: 404.6847 - logits_profile_predictions_loss: 402.0209 - logcount_predictions_loss: 0.2183 2386/2388 [============================>.] - ETA: 0s - loss: 404.6847 - logits_profile_predictions_loss: 402.0209 - logcount_predictions_loss: 0.2183 2387/2388 [============================>.] - ETA: 0s - loss: 404.6848 - logits_profile_predictions_loss: 402.0210 - logcount_predictions_loss: 0.2183 2388/2388 [==============================] - ETA: 0s - loss: 404.6848 - logits_profile_predictions_loss: 402.0210 - logcount_predictions_loss: 0.2183 2388/2388 [==============================] - 354s 148ms/step - loss: 404.6849 - logits_profile_predictions_loss: 402.0210 - logcount_predictions_loss: 0.2183 - val_loss: 463.9211 - val_logits_profile_predictions_loss: 461.2182 - val_logcount_predictions_loss: 0.2215 Epoch 00006: val_loss did not improve from 462.83649 Epoch 7/50 1/2388 [..............................] - ETA: 6:14 - loss: 372.3721 - logits_profile_predictions_loss: 370.3024 - logcount_predictions_loss: 0.1696 2/2388 [..............................] - ETA: 5:35 - loss: 371.0844 - logits_profile_predictions_loss: 369.0019 - logcount_predictions_loss: 0.1707 3/2388 [..............................] - ETA: 5:34 - loss: 374.3624 - logits_profile_predictions_loss: 372.2427 - logcount_predictions_loss: 0.1737 4/2388 [..............................] - ETA: 5:33 - loss: 378.8037 - logits_profile_predictions_loss: 376.6555 - logcount_predictions_loss: 0.1761 5/2388 [..............................] - ETA: 5:33 - loss: 384.8280 - logits_profile_predictions_loss: 382.6198 - logcount_predictions_loss: 0.1810 6/2388 [..............................] - ETA: 5:33 - loss: 388.3434 - logits_profile_predictions_loss: 386.0147 - logcount_predictions_loss: 0.1909 7/2388 [..............................] - ETA: 5:33 - loss: 390.4668 - logits_profile_predictions_loss: 388.0689 - logcount_predictions_loss: 0.1965 8/2388 [..............................] - ETA: 5:32 - loss: 392.6970 - logits_profile_predictions_loss: 390.2388 - logcount_predictions_loss: 0.2015 9/2388 [..............................] - ETA: 5:32 - loss: 395.2634 - logits_profile_predictions_loss: 392.7619 - logcount_predictions_loss: 0.2050 10/2388 [..............................] - ETA: 5:32 - loss: 397.3094 - logits_profile_predictions_loss: 394.7897 - logcount_predictions_loss: 0.2065 11/2388 [..............................] - ETA: 5:32 - loss: 399.5692 - logits_profile_predictions_loss: 397.0375 - logcount_predictions_loss: 0.2075 12/2388 [..............................] - ETA: 5:32 - loss: 401.1603 - logits_profile_predictions_loss: 398.6232 - logcount_predictions_loss: 0.2080 13/2388 [..............................] - ETA: 5:32 - loss: 402.4395 - logits_profile_predictions_loss: 399.9025 - logcount_predictions_loss: 0.2079 14/2388 [..............................] - ETA: 5:32 - loss: 403.3014 - logits_profile_predictions_loss: 400.7691 - logcount_predictions_loss: 0.2076 15/2388 [..............................] - ETA: 5:31 - loss: 403.9840 - logits_profile_predictions_loss: 401.4535 - logcount_predictions_loss: 0.2074 16/2388 [..............................] - ETA: 5:31 - loss: 404.5269 - logits_profile_predictions_loss: 401.9995 - logcount_predictions_loss: 0.2072 17/2388 [..............................] - ETA: 5:31 - loss: 404.9492 - logits_profile_predictions_loss: 402.4249 - logcount_predictions_loss: 0.2069 18/2388 [..............................] - ETA: 5:31 - loss: 405.3982 - logits_profile_predictions_loss: 402.8754 - logcount_predictions_loss: 0.2068 19/2388 [..............................] - ETA: 5:31 - loss: 405.6733 - logits_profile_predictions_loss: 403.1505 - logcount_predictions_loss: 0.2068 20/2388 [..............................] - ETA: 5:31 - loss: 405.8911 - logits_profile_predictions_loss: 403.3686 - logcount_predictions_loss: 0.2068 21/2388 [..............................] - ETA: 5:31 - loss: 406.2186 - logits_profile_predictions_loss: 403.6951 - logcount_predictions_loss: 0.2068 22/2388 [..............................] - ETA: 5:30 - loss: 406.6278 - logits_profile_predictions_loss: 404.1036 - logcount_predictions_loss: 0.2069 23/2388 [..............................] - ETA: 5:30 - loss: 406.8780 - logits_profile_predictions_loss: 404.3541 - logcount_predictions_loss: 0.2069 24/2388 [..............................] - ETA: 5:30 - loss: 407.0835 - logits_profile_predictions_loss: 404.5606 - logcount_predictions_loss: 0.2068 25/2388 [..............................] - ETA: 5:30 - loss: 407.1510 - logits_profile_predictions_loss: 404.6295 - logcount_predictions_loss: 0.2067 26/2388 [..............................] - ETA: 5:30 - loss: 407.1692 - logits_profile_predictions_loss: 404.6469 - logcount_predictions_loss: 0.2067 27/2388 [..............................] - ETA: 5:30 - loss: 407.2297 - logits_profile_predictions_loss: 404.7076 - logcount_predictions_loss: 0.2067 28/2388 [..............................] - ETA: 5:30 - loss: 407.3250 - logits_profile_predictions_loss: 404.8029 - logcount_predictions_loss: 0.2067 29/2388 [..............................] - ETA: 5:30 - loss: 407.4534 - logits_profile_predictions_loss: 404.9308 - logcount_predictions_loss: 0.2068 30/2388 [..............................] - ETA: 5:29 - loss: 407.6632 - logits_profile_predictions_loss: 405.1403 - logcount_predictions_loss: 0.2068 31/2388 [..............................] - ETA: 5:29 - loss: 407.8507 - logits_profile_predictions_loss: 405.3280 - logcount_predictions_loss: 0.2068 32/2388 [..............................] - ETA: 5:29 - loss: 407.9741 - logits_profile_predictions_loss: 405.4518 - logcount_predictions_loss: 0.2067 33/2388 [..............................] - ETA: 5:29 - loss: 408.0790 - logits_profile_predictions_loss: 405.5574 - logcount_predictions_loss: 0.2067 34/2388 [..............................] - ETA: 5:29 - loss: 408.1374 - logits_profile_predictions_loss: 405.6141 - logcount_predictions_loss: 0.2068 35/2388 [..............................] - ETA: 5:29 - loss: 408.1758 - logits_profile_predictions_loss: 405.6513 - logcount_predictions_loss: 0.2069 36/2388 [..............................] - ETA: 5:29 - loss: 408.1515 - logits_profile_predictions_loss: 405.6267 - logcount_predictions_loss: 0.2069 37/2388 [..............................] - ETA: 5:28 - loss: 408.0996 - logits_profile_predictions_loss: 405.5748 - logcount_predictions_loss: 0.2070 38/2388 [..............................] - ETA: 5:28 - loss: 408.0444 - logits_profile_predictions_loss: 405.5193 - logcount_predictions_loss: 0.2070 39/2388 [..............................] - ETA: 5:28 - loss: 408.0057 - logits_profile_predictions_loss: 405.4803 - logcount_predictions_loss: 0.2070 40/2388 [..............................] - ETA: 5:28 - loss: 407.9833 - logits_profile_predictions_loss: 405.4571 - logcount_predictions_loss: 0.2071 41/2388 [..............................] - ETA: 5:28 - loss: 407.9924 - logits_profile_predictions_loss: 405.4652 - logcount_predictions_loss: 0.2071 42/2388 [..............................] - ETA: 5:28 - loss: 407.9979 - logits_profile_predictions_loss: 405.4689 - logcount_predictions_loss: 0.2073 43/2388 [..............................] - ETA: 5:28 - loss: 407.9911 - logits_profile_predictions_loss: 405.4591 - logcount_predictions_loss: 0.2075 44/2388 [..............................] - ETA: 5:27 - loss: 408.0161 - logits_profile_predictions_loss: 405.4814 - logcount_predictions_loss: 0.2078 45/2388 [..............................] - ETA: 5:27 - loss: 408.0855 - logits_profile_predictions_loss: 405.5486 - logcount_predictions_loss: 0.2079 46/2388 [..............................] - ETA: 5:27 - loss: 408.1369 - logits_profile_predictions_loss: 405.5979 - logcount_predictions_loss: 0.2081 47/2388 [..............................] - ETA: 5:27 - loss: 408.2013 - logits_profile_predictions_loss: 405.6597 - logcount_predictions_loss: 0.2083 48/2388 [..............................] - ETA: 5:27 - loss: 408.2834 - logits_profile_predictions_loss: 405.7397 - logcount_predictions_loss: 0.2085 49/2388 [..............................] - ETA: 5:27 - loss: 408.3505 - logits_profile_predictions_loss: 405.8046 - logcount_predictions_loss: 0.2087 50/2388 [..............................] - ETA: 5:27 - loss: 408.4262 - logits_profile_predictions_loss: 405.8782 - logcount_predictions_loss: 0.2088 51/2388 [..............................] - ETA: 5:27 - loss: 408.4957 - logits_profile_predictions_loss: 405.9456 - logcount_predictions_loss: 0.2090 52/2388 [..............................] - ETA: 5:26 - loss: 408.5656 - logits_profile_predictions_loss: 406.0134 - logcount_predictions_loss: 0.2092 53/2388 [..............................] - ETA: 5:26 - loss: 408.6256 - logits_profile_predictions_loss: 406.0714 - logcount_predictions_loss: 0.2094 54/2388 [..............................] - ETA: 5:26 - loss: 408.6741 - logits_profile_predictions_loss: 406.1179 - logcount_predictions_loss: 0.2095 55/2388 [..............................] - ETA: 5:26 - loss: 408.7118 - logits_profile_predictions_loss: 406.1537 - logcount_predictions_loss: 0.2097 56/2388 [..............................] - ETA: 5:26 - loss: 408.7560 - logits_profile_predictions_loss: 406.1964 - logcount_predictions_loss: 0.2098 57/2388 [..............................] - ETA: 5:26 - loss: 408.7903 - logits_profile_predictions_loss: 406.2293 - logcount_predictions_loss: 0.2099 58/2388 [..............................] - ETA: 5:26 - loss: 408.8101 - logits_profile_predictions_loss: 406.2477 - logcount_predictions_loss: 0.2100 59/2388 [..............................] - ETA: 5:25 - loss: 408.8441 - logits_profile_predictions_loss: 406.2805 - logcount_predictions_loss: 0.2101 60/2388 [..............................] - ETA: 5:25 - loss: 408.8778 - logits_profile_predictions_loss: 406.3131 - logcount_predictions_loss: 0.2102 61/2388 [..............................] - ETA: 5:25 - loss: 408.9171 - logits_profile_predictions_loss: 406.3514 - logcount_predictions_loss: 0.2103 62/2388 [..............................] - ETA: 5:25 - loss: 408.9529 - logits_profile_predictions_loss: 406.3859 - logcount_predictions_loss: 0.2104 63/2388 [..............................] - ETA: 5:25 - loss: 408.9843 - logits_profile_predictions_loss: 406.4152 - logcount_predictions_loss: 0.2106 64/2388 [..............................] - ETA: 5:25 - loss: 409.0198 - logits_profile_predictions_loss: 406.4487 - logcount_predictions_loss: 0.2107 65/2388 [..............................] - ETA: 5:25 - loss: 409.0589 - logits_profile_predictions_loss: 406.4857 - logcount_predictions_loss: 0.2109 66/2388 [..............................] - ETA: 5:24 - loss: 409.0959 - logits_profile_predictions_loss: 406.5206 - logcount_predictions_loss: 0.2111 67/2388 [..............................] - ETA: 5:24 - loss: 409.1248 - logits_profile_predictions_loss: 406.5474 - logcount_predictions_loss: 0.2113 68/2388 [..............................] - ETA: 5:24 - loss: 409.1611 - logits_profile_predictions_loss: 406.5817 - logcount_predictions_loss: 0.2114 69/2388 [..............................] - ETA: 5:24 - loss: 409.1893 - logits_profile_predictions_loss: 406.6082 - logcount_predictions_loss: 0.2116 70/2388 [..............................] - ETA: 5:24 - loss: 409.2051 - logits_profile_predictions_loss: 406.6220 - logcount_predictions_loss: 0.2117 71/2388 [..............................] - ETA: 5:24 - loss: 409.2171 - logits_profile_predictions_loss: 406.6320 - logcount_predictions_loss: 0.2119 72/2388 [..............................] - ETA: 5:24 - loss: 409.2278 - logits_profile_predictions_loss: 406.6406 - logcount_predictions_loss: 0.2121 73/2388 [..............................] - ETA: 5:23 - loss: 409.2321 - logits_profile_predictions_loss: 406.6429 - logcount_predictions_loss: 0.2122 74/2388 [..............................] - ETA: 5:23 - loss: 409.2429 - logits_profile_predictions_loss: 406.6519 - logcount_predictions_loss: 0.2124 75/2388 [..............................] - ETA: 5:23 - loss: 409.2509 - logits_profile_predictions_loss: 406.6579 - logcount_predictions_loss: 0.2125 76/2388 [..............................] - ETA: 5:23 - loss: 409.2583 - logits_profile_predictions_loss: 406.6636 - logcount_predictions_loss: 0.2127 77/2388 [..............................] - ETA: 5:23 - loss: 409.2608 - logits_profile_predictions_loss: 406.6644 - logcount_predictions_loss: 0.2128 78/2388 [..............................] - ETA: 5:23 - loss: 409.2591 - logits_profile_predictions_loss: 406.6612 - logcount_predictions_loss: 0.2129 79/2388 [..............................] - ETA: 5:23 - loss: 409.2539 - logits_profile_predictions_loss: 406.6545 - logcount_predictions_loss: 0.2131 80/2388 [>.............................] - ETA: 5:22 - loss: 409.2421 - logits_profile_predictions_loss: 406.6416 - logcount_predictions_loss: 0.2132 81/2388 [>.............................] - ETA: 5:22 - loss: 409.2292 - logits_profile_predictions_loss: 406.6276 - logcount_predictions_loss: 0.2132 82/2388 [>.............................] - ETA: 5:22 - loss: 409.2138 - logits_profile_predictions_loss: 406.6111 - logcount_predictions_loss: 0.2133 83/2388 [>.............................] - ETA: 5:22 - loss: 409.1975 - logits_profile_predictions_loss: 406.5940 - logcount_predictions_loss: 0.2134 84/2388 [>.............................] - ETA: 5:22 - loss: 409.1822 - logits_profile_predictions_loss: 406.5777 - logcount_predictions_loss: 0.2135 85/2388 [>.............................] - ETA: 5:22 - loss: 409.1574 - logits_profile_predictions_loss: 406.5522 - logcount_predictions_loss: 0.2135 86/2388 [>.............................] - ETA: 5:22 - loss: 409.1334 - logits_profile_predictions_loss: 406.5274 - logcount_predictions_loss: 0.2136 87/2388 [>.............................] - ETA: 5:22 - loss: 409.1031 - logits_profile_predictions_loss: 406.4962 - logcount_predictions_loss: 0.2137 88/2388 [>.............................] - ETA: 5:21 - loss: 409.0728 - logits_profile_predictions_loss: 406.4651 - logcount_predictions_loss: 0.2137 89/2388 [>.............................] - ETA: 5:21 - loss: 409.0418 - logits_profile_predictions_loss: 406.4334 - logcount_predictions_loss: 0.2138 90/2388 [>.............................] - ETA: 5:21 - loss: 409.0121 - logits_profile_predictions_loss: 406.4030 - logcount_predictions_loss: 0.2139 91/2388 [>.............................] - ETA: 5:21 - loss: 408.9867 - logits_profile_predictions_loss: 406.3771 - logcount_predictions_loss: 0.2139 92/2388 [>.............................] - ETA: 5:21 - loss: 408.9617 - logits_profile_predictions_loss: 406.3516 - logcount_predictions_loss: 0.2139 93/2388 [>.............................] - ETA: 5:21 - loss: 408.9383 - logits_profile_predictions_loss: 406.3276 - logcount_predictions_loss: 0.2140 94/2388 [>.............................] - ETA: 5:21 - loss: 408.9162 - logits_profile_predictions_loss: 406.3051 - logcount_predictions_loss: 0.2140 95/2388 [>.............................] - ETA: 5:20 - loss: 408.8930 - logits_profile_predictions_loss: 406.2814 - logcount_predictions_loss: 0.2141 96/2388 [>.............................] - ETA: 5:20 - loss: 408.8649 - logits_profile_predictions_loss: 406.2530 - logcount_predictions_loss: 0.2141 97/2388 [>.............................] - ETA: 5:20 - loss: 408.8415 - logits_profile_predictions_loss: 406.2293 - logcount_predictions_loss: 0.2141 98/2388 [>.............................] - ETA: 5:20 - loss: 408.8184 - logits_profile_predictions_loss: 406.2060 - logcount_predictions_loss: 0.2141 99/2388 [>.............................] - ETA: 5:20 - loss: 408.8020 - logits_profile_predictions_loss: 406.1893 - logcount_predictions_loss: 0.2142 100/2388 [>.............................] - ETA: 5:20 - loss: 408.7846 - logits_profile_predictions_loss: 406.1717 - logcount_predictions_loss: 0.2142 101/2388 [>.............................] - ETA: 5:20 - loss: 408.7715 - logits_profile_predictions_loss: 406.1583 - logcount_predictions_loss: 0.2142 102/2388 [>.............................] - ETA: 5:19 - loss: 408.7580 - logits_profile_predictions_loss: 406.1446 - logcount_predictions_loss: 0.2142 103/2388 [>.............................] - ETA: 5:19 - loss: 408.7472 - logits_profile_predictions_loss: 406.1337 - logcount_predictions_loss: 0.2142 104/2388 [>.............................] - ETA: 5:19 - loss: 408.7345 - logits_profile_predictions_loss: 406.1208 - logcount_predictions_loss: 0.2142 105/2388 [>.............................] - ETA: 5:19 - loss: 408.7222 - logits_profile_predictions_loss: 406.1085 - logcount_predictions_loss: 0.2142 106/2388 [>.............................] - ETA: 5:19 - loss: 408.7045 - logits_profile_predictions_loss: 406.0908 - logcount_predictions_loss: 0.2142 107/2388 [>.............................] - ETA: 5:19 - loss: 408.6864 - logits_profile_predictions_loss: 406.0727 - logcount_predictions_loss: 0.2142 108/2388 [>.............................] - ETA: 5:19 - loss: 408.6723 - logits_profile_predictions_loss: 406.0587 - logcount_predictions_loss: 0.2142 109/2388 [>.............................] - ETA: 5:18 - loss: 408.6612 - logits_profile_predictions_loss: 406.0476 - logcount_predictions_loss: 0.2142 110/2388 [>.............................] - ETA: 5:18 - loss: 408.6464 - logits_profile_predictions_loss: 406.0330 - logcount_predictions_loss: 0.2142 111/2388 [>.............................] - ETA: 5:18 - loss: 408.6369 - logits_profile_predictions_loss: 406.0237 - logcount_predictions_loss: 0.2142 112/2388 [>.............................] - ETA: 5:18 - loss: 408.6288 - logits_profile_predictions_loss: 406.0158 - logcount_predictions_loss: 0.2142 113/2388 [>.............................] - ETA: 5:18 - loss: 408.6239 - 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[====>.........................] - ETA: 4:32 - loss: 405.2615 - logits_profile_predictions_loss: 402.6080 - logcount_predictions_loss: 0.2175 446/2388 [====>.........................] - ETA: 4:31 - loss: 405.2561 - logits_profile_predictions_loss: 402.6025 - logcount_predictions_loss: 0.2175 447/2388 [====>.........................] - ETA: 4:31 - loss: 405.2506 - logits_profile_predictions_loss: 402.5970 - logcount_predictions_loss: 0.2175 448/2388 [====>.........................] - ETA: 4:31 - loss: 405.2451 - logits_profile_predictions_loss: 402.5916 - logcount_predictions_loss: 0.2175 449/2388 [====>.........................] - ETA: 4:31 - loss: 405.2399 - logits_profile_predictions_loss: 402.5863 - logcount_predictions_loss: 0.2175 450/2388 [====>.........................] - ETA: 4:31 - loss: 405.2346 - logits_profile_predictions_loss: 402.5810 - logcount_predictions_loss: 0.2175 451/2388 [====>.........................] - ETA: 4:31 - loss: 405.2296 - 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[============================>.] - ETA: 5s - loss: 403.1993 - logits_profile_predictions_loss: 400.5741 - logcount_predictions_loss: 0.2152 2351/2388 [============================>.] - ETA: 5s - loss: 403.1994 - logits_profile_predictions_loss: 400.5742 - logcount_predictions_loss: 0.2152 2352/2388 [============================>.] - ETA: 5s - loss: 403.1996 - logits_profile_predictions_loss: 400.5744 - logcount_predictions_loss: 0.2152 2353/2388 [============================>.] - ETA: 4s - loss: 403.1997 - logits_profile_predictions_loss: 400.5746 - logcount_predictions_loss: 0.2152 2354/2388 [============================>.] - ETA: 4s - loss: 403.1998 - logits_profile_predictions_loss: 400.5747 - logcount_predictions_loss: 0.2152 2355/2388 [============================>.] - ETA: 4s - loss: 403.2000 - logits_profile_predictions_loss: 400.5749 - logcount_predictions_loss: 0.2152 2356/2388 [============================>.] - ETA: 4s - loss: 403.2001 - logits_profile_predictions_loss: 400.5750 - logcount_predictions_loss: 0.2152 2357/2388 [============================>.] - ETA: 4s - loss: 403.2002 - logits_profile_predictions_loss: 400.5752 - logcount_predictions_loss: 0.2152 2358/2388 [============================>.] - ETA: 4s - loss: 403.2004 - logits_profile_predictions_loss: 400.5753 - logcount_predictions_loss: 0.2152 2359/2388 [============================>.] - ETA: 4s - loss: 403.2005 - logits_profile_predictions_loss: 400.5754 - logcount_predictions_loss: 0.2152 2360/2388 [============================>.] - ETA: 3s - loss: 403.2006 - logits_profile_predictions_loss: 400.5756 - logcount_predictions_loss: 0.2152 2361/2388 [============================>.] - ETA: 3s - loss: 403.2008 - logits_profile_predictions_loss: 400.5757 - logcount_predictions_loss: 0.2152 2362/2388 [============================>.] - ETA: 3s - loss: 403.2009 - logits_profile_predictions_loss: 400.5759 - logcount_predictions_loss: 0.2152 2363/2388 [============================>.] - ETA: 3s - loss: 403.2010 - logits_profile_predictions_loss: 400.5760 - logcount_predictions_loss: 0.2152 2364/2388 [============================>.] - ETA: 3s - loss: 403.2012 - logits_profile_predictions_loss: 400.5762 - logcount_predictions_loss: 0.2152 2365/2388 [============================>.] - ETA: 3s - loss: 403.2013 - logits_profile_predictions_loss: 400.5764 - logcount_predictions_loss: 0.2152 2366/2388 [============================>.] - ETA: 3s - loss: 403.2014 - logits_profile_predictions_loss: 400.5765 - logcount_predictions_loss: 0.2152 2367/2388 [============================>.] - ETA: 2s - loss: 403.2016 - logits_profile_predictions_loss: 400.5767 - logcount_predictions_loss: 0.2152 2368/2388 [============================>.] - ETA: 2s - loss: 403.2017 - logits_profile_predictions_loss: 400.5768 - logcount_predictions_loss: 0.2152 2369/2388 [============================>.] - ETA: 2s - loss: 403.2018 - logits_profile_predictions_loss: 400.5770 - logcount_predictions_loss: 0.2152 2370/2388 [============================>.] - ETA: 2s - loss: 403.2020 - logits_profile_predictions_loss: 400.5771 - logcount_predictions_loss: 0.2152 2371/2388 [============================>.] - ETA: 2s - loss: 403.2021 - logits_profile_predictions_loss: 400.5773 - logcount_predictions_loss: 0.2152 2372/2388 [============================>.] - ETA: 2s - loss: 403.2022 - logits_profile_predictions_loss: 400.5774 - logcount_predictions_loss: 0.2152 2373/2388 [============================>.] - ETA: 2s - loss: 403.2023 - logits_profile_predictions_loss: 400.5775 - logcount_predictions_loss: 0.2152 2374/2388 [============================>.] - ETA: 1s - loss: 403.2025 - logits_profile_predictions_loss: 400.5777 - logcount_predictions_loss: 0.2152 2375/2388 [============================>.] - ETA: 1s - loss: 403.2026 - logits_profile_predictions_loss: 400.5778 - logcount_predictions_loss: 0.2152 2376/2388 [============================>.] - ETA: 1s - loss: 403.2027 - logits_profile_predictions_loss: 400.5779 - logcount_predictions_loss: 0.2152 2377/2388 [============================>.] - ETA: 1s - loss: 403.2028 - logits_profile_predictions_loss: 400.5781 - logcount_predictions_loss: 0.2152 2378/2388 [============================>.] - ETA: 1s - loss: 403.2029 - logits_profile_predictions_loss: 400.5782 - logcount_predictions_loss: 0.2152 2379/2388 [============================>.] - ETA: 1s - loss: 403.2031 - logits_profile_predictions_loss: 400.5784 - logcount_predictions_loss: 0.2152 2380/2388 [============================>.] - ETA: 1s - loss: 403.2032 - logits_profile_predictions_loss: 400.5785 - logcount_predictions_loss: 0.2152 2381/2388 [============================>.] - ETA: 0s - loss: 403.2033 - logits_profile_predictions_loss: 400.5787 - logcount_predictions_loss: 0.2152 2382/2388 [============================>.] - ETA: 0s - loss: 403.2035 - logits_profile_predictions_loss: 400.5788 - logcount_predictions_loss: 0.2151 2383/2388 [============================>.] - ETA: 0s - loss: 403.2036 - logits_profile_predictions_loss: 400.5790 - logcount_predictions_loss: 0.2151 2384/2388 [============================>.] - ETA: 0s - loss: 403.2037 - logits_profile_predictions_loss: 400.5791 - logcount_predictions_loss: 0.2151 2385/2388 [============================>.] - ETA: 0s - loss: 403.2039 - logits_profile_predictions_loss: 400.5793 - logcount_predictions_loss: 0.2151 2386/2388 [============================>.] - ETA: 0s - loss: 403.2040 - logits_profile_predictions_loss: 400.5794 - logcount_predictions_loss: 0.2151 2387/2388 [============================>.] - ETA: 0s - loss: 403.2041 - logits_profile_predictions_loss: 400.5795 - logcount_predictions_loss: 0.2151 2388/2388 [==============================] - ETA: 0s - loss: 403.2042 - logits_profile_predictions_loss: 400.5797 - logcount_predictions_loss: 0.2151 2388/2388 [==============================] - 354s 148ms/step - loss: 403.2044 - logits_profile_predictions_loss: 400.5798 - logcount_predictions_loss: 0.2151 - val_loss: 463.4226 - val_logits_profile_predictions_loss: 461.0617 - val_logcount_predictions_loss: 0.1935 Epoch 00007: val_loss did not improve from 462.83649 Epoch 8/50 1/2388 [..............................] - ETA: 6:11 - loss: 444.3105 - logits_profile_predictions_loss: 441.4805 - logcount_predictions_loss: 0.2320 2/2388 [..............................] - ETA: 5:34 - loss: 441.8132 - logits_profile_predictions_loss: 439.1332 - logcount_predictions_loss: 0.2197 3/2388 [..............................] - ETA: 5:34 - loss: 434.4806 - logits_profile_predictions_loss: 431.7645 - logcount_predictions_loss: 0.2226 4/2388 [..............................] - ETA: 5:33 - loss: 429.8662 - logits_profile_predictions_loss: 427.1712 - logcount_predictions_loss: 0.2209 5/2388 [..............................] - ETA: 5:33 - loss: 426.7648 - logits_profile_predictions_loss: 424.0955 - logcount_predictions_loss: 0.2188 6/2388 [..............................] - ETA: 5:33 - loss: 423.8509 - logits_profile_predictions_loss: 421.1971 - logcount_predictions_loss: 0.2175 7/2388 [..............................] - ETA: 5:33 - loss: 420.7680 - logits_profile_predictions_loss: 418.1212 - logcount_predictions_loss: 0.2170 8/2388 [..............................] - ETA: 5:33 - loss: 418.3430 - logits_profile_predictions_loss: 415.7036 - logcount_predictions_loss: 0.2163 9/2388 [..............................] - ETA: 5:33 - loss: 416.1879 - logits_profile_predictions_loss: 413.5637 - logcount_predictions_loss: 0.2151 10/2388 [..............................] - ETA: 5:32 - loss: 414.7339 - logits_profile_predictions_loss: 412.1170 - logcount_predictions_loss: 0.2145 11/2388 [..............................] - ETA: 5:32 - loss: 413.5378 - logits_profile_predictions_loss: 410.9376 - logcount_predictions_loss: 0.2131 12/2388 [..............................] - ETA: 5:32 - loss: 412.2310 - logits_profile_predictions_loss: 409.6511 - logcount_predictions_loss: 0.2115 13/2388 [..............................] - ETA: 5:32 - loss: 411.1683 - logits_profile_predictions_loss: 408.6121 - logcount_predictions_loss: 0.2095 14/2388 [..............................] - ETA: 5:32 - loss: 410.2247 - logits_profile_predictions_loss: 407.6919 - logcount_predictions_loss: 0.2076 15/2388 [..............................] - ETA: 5:32 - loss: 409.5625 - logits_profile_predictions_loss: 407.0513 - logcount_predictions_loss: 0.2058 16/2388 [..............................] - ETA: 5:32 - loss: 409.1284 - logits_profile_predictions_loss: 406.6349 - logcount_predictions_loss: 0.2044 17/2388 [..............................] - ETA: 5:32 - loss: 408.6887 - logits_profile_predictions_loss: 406.2111 - logcount_predictions_loss: 0.2031 18/2388 [..............................] - ETA: 5:31 - loss: 408.5092 - logits_profile_predictions_loss: 406.0442 - logcount_predictions_loss: 0.2021 19/2388 [..............................] - ETA: 5:31 - loss: 408.5043 - logits_profile_predictions_loss: 406.0521 - logcount_predictions_loss: 0.2010 20/2388 [..............................] - ETA: 5:31 - loss: 408.4364 - logits_profile_predictions_loss: 405.9952 - logcount_predictions_loss: 0.2001 21/2388 [..............................] - ETA: 5:31 - loss: 408.4924 - logits_profile_predictions_loss: 406.0606 - logcount_predictions_loss: 0.1993 22/2388 [..............................] - ETA: 5:31 - loss: 408.4154 - logits_profile_predictions_loss: 405.9897 - logcount_predictions_loss: 0.1988 23/2388 [..............................] - ETA: 5:31 - loss: 408.3079 - logits_profile_predictions_loss: 405.8870 - logcount_predictions_loss: 0.1984 24/2388 [..............................] - ETA: 5:31 - loss: 408.2479 - logits_profile_predictions_loss: 405.8312 - logcount_predictions_loss: 0.1981 25/2388 [..............................] - ETA: 5:30 - loss: 408.2156 - logits_profile_predictions_loss: 405.8026 - logcount_predictions_loss: 0.1978 26/2388 [..............................] - ETA: 5:30 - loss: 408.1265 - logits_profile_predictions_loss: 405.7143 - logcount_predictions_loss: 0.1977 27/2388 [..............................] - ETA: 5:30 - loss: 408.0540 - logits_profile_predictions_loss: 405.6434 - logcount_predictions_loss: 0.1976 28/2388 [..............................] - ETA: 5:30 - loss: 408.0170 - logits_profile_predictions_loss: 405.6064 - logcount_predictions_loss: 0.1976 29/2388 [..............................] - ETA: 5:30 - loss: 407.9738 - logits_profile_predictions_loss: 405.5632 - logcount_predictions_loss: 0.1976 30/2388 [..............................] - ETA: 5:30 - loss: 407.9210 - logits_profile_predictions_loss: 405.5097 - logcount_predictions_loss: 0.1977 31/2388 [..............................] - ETA: 5:29 - loss: 407.8361 - logits_profile_predictions_loss: 405.4238 - logcount_predictions_loss: 0.1977 32/2388 [..............................] - ETA: 5:29 - loss: 407.7039 - logits_profile_predictions_loss: 405.2908 - logcount_predictions_loss: 0.1978 33/2388 [..............................] - ETA: 5:29 - loss: 407.5581 - logits_profile_predictions_loss: 405.1448 - logcount_predictions_loss: 0.1978 34/2388 [..............................] - ETA: 5:29 - loss: 407.4572 - logits_profile_predictions_loss: 405.0443 - logcount_predictions_loss: 0.1978 35/2388 [..............................] - ETA: 5:29 - loss: 407.3447 - logits_profile_predictions_loss: 404.9328 - logcount_predictions_loss: 0.1977 36/2388 [..............................] - ETA: 5:29 - loss: 407.2143 - logits_profile_predictions_loss: 404.8034 - logcount_predictions_loss: 0.1976 37/2388 [..............................] - ETA: 5:29 - loss: 407.1032 - logits_profile_predictions_loss: 404.6942 - logcount_predictions_loss: 0.1975 38/2388 [..............................] - ETA: 5:28 - loss: 406.9587 - logits_profile_predictions_loss: 404.5513 - logcount_predictions_loss: 0.1973 39/2388 [..............................] - ETA: 5:28 - loss: 406.8317 - logits_profile_predictions_loss: 404.4258 - logcount_predictions_loss: 0.1972 40/2388 [..............................] - ETA: 5:28 - loss: 406.7279 - logits_profile_predictions_loss: 404.3230 - logcount_predictions_loss: 0.1971 41/2388 [..............................] - ETA: 5:28 - loss: 406.6279 - logits_profile_predictions_loss: 404.2244 - logcount_predictions_loss: 0.1970 42/2388 [..............................] - ETA: 5:28 - loss: 406.5382 - logits_profile_predictions_loss: 404.1358 - logcount_predictions_loss: 0.1969 43/2388 [..............................] - ETA: 5:28 - loss: 406.4558 - logits_profile_predictions_loss: 404.0547 - logcount_predictions_loss: 0.1968 44/2388 [..............................] - ETA: 5:28 - loss: 406.3868 - logits_profile_predictions_loss: 403.9867 - logcount_predictions_loss: 0.1967 45/2388 [..............................] - ETA: 5:27 - loss: 406.3157 - logits_profile_predictions_loss: 403.9170 - logcount_predictions_loss: 0.1966 46/2388 [..............................] - ETA: 5:27 - loss: 406.2721 - logits_profile_predictions_loss: 403.8745 - logcount_predictions_loss: 0.1965 47/2388 [..............................] - ETA: 5:27 - loss: 406.2294 - logits_profile_predictions_loss: 403.8330 - logcount_predictions_loss: 0.1964 48/2388 [..............................] - ETA: 5:27 - loss: 406.1606 - logits_profile_predictions_loss: 403.7653 - logcount_predictions_loss: 0.1963 49/2388 [..............................] - ETA: 5:27 - loss: 406.1253 - logits_profile_predictions_loss: 403.7312 - logcount_predictions_loss: 0.1962 50/2388 [..............................] - ETA: 5:27 - loss: 406.0775 - logits_profile_predictions_loss: 403.6844 - logcount_predictions_loss: 0.1962 51/2388 [..............................] - ETA: 5:27 - loss: 406.0270 - logits_profile_predictions_loss: 403.6349 - logcount_predictions_loss: 0.1961 52/2388 [..............................] - ETA: 5:27 - loss: 405.9725 - logits_profile_predictions_loss: 403.5817 - logcount_predictions_loss: 0.1960 53/2388 [..............................] - ETA: 5:26 - loss: 405.9182 - logits_profile_predictions_loss: 403.5288 - logcount_predictions_loss: 0.1959 54/2388 [..............................] - ETA: 5:26 - loss: 405.8587 - logits_profile_predictions_loss: 403.4705 - logcount_predictions_loss: 0.1958 55/2388 [..............................] - ETA: 5:26 - loss: 405.8224 - logits_profile_predictions_loss: 403.4355 - logcount_predictions_loss: 0.1957 56/2388 [..............................] - ETA: 5:26 - loss: 405.7795 - logits_profile_predictions_loss: 403.3936 - logcount_predictions_loss: 0.1956 57/2388 [..............................] - ETA: 5:26 - loss: 405.7343 - logits_profile_predictions_loss: 403.3489 - logcount_predictions_loss: 0.1955 58/2388 [..............................] - ETA: 5:26 - loss: 405.6794 - logits_profile_predictions_loss: 403.2948 - logcount_predictions_loss: 0.1955 59/2388 [..............................] - ETA: 5:26 - loss: 405.6319 - logits_profile_predictions_loss: 403.2480 - logcount_predictions_loss: 0.1954 60/2388 [..............................] - ETA: 5:25 - loss: 405.5888 - logits_profile_predictions_loss: 403.2056 - logcount_predictions_loss: 0.1953 61/2388 [..............................] - ETA: 5:25 - loss: 405.5526 - logits_profile_predictions_loss: 403.1702 - logcount_predictions_loss: 0.1953 62/2388 [..............................] - ETA: 5:25 - loss: 405.5183 - logits_profile_predictions_loss: 403.1364 - logcount_predictions_loss: 0.1952 63/2388 [..............................] - ETA: 5:25 - loss: 405.4738 - logits_profile_predictions_loss: 403.0920 - logcount_predictions_loss: 0.1952 64/2388 [..............................] - ETA: 5:25 - loss: 405.4207 - logits_profile_predictions_loss: 403.0392 - logcount_predictions_loss: 0.1952 65/2388 [..............................] - ETA: 5:25 - loss: 405.3689 - logits_profile_predictions_loss: 402.9875 - logcount_predictions_loss: 0.1952 66/2388 [..............................] - ETA: 5:25 - loss: 405.3339 - logits_profile_predictions_loss: 402.9524 - logcount_predictions_loss: 0.1952 67/2388 [..............................] - ETA: 5:24 - loss: 405.2899 - logits_profile_predictions_loss: 402.9087 - logcount_predictions_loss: 0.1952 68/2388 [..............................] - ETA: 5:24 - loss: 405.2475 - logits_profile_predictions_loss: 402.8662 - logcount_predictions_loss: 0.1952 69/2388 [..............................] - ETA: 5:24 - loss: 405.1980 - logits_profile_predictions_loss: 402.8169 - logcount_predictions_loss: 0.1952 70/2388 [..............................] - ETA: 5:24 - loss: 405.1467 - logits_profile_predictions_loss: 402.7658 - logcount_predictions_loss: 0.1952 71/2388 [..............................] - ETA: 5:24 - loss: 405.1072 - logits_profile_predictions_loss: 402.7266 - logcount_predictions_loss: 0.1951 72/2388 [..............................] - ETA: 5:24 - loss: 405.0721 - logits_profile_predictions_loss: 402.6918 - logcount_predictions_loss: 0.1951 73/2388 [..............................] - ETA: 5:24 - loss: 405.0440 - logits_profile_predictions_loss: 402.6640 - logcount_predictions_loss: 0.1951 74/2388 [..............................] - ETA: 5:23 - loss: 405.0142 - logits_profile_predictions_loss: 402.6347 - logcount_predictions_loss: 0.1950 75/2388 [..............................] - ETA: 5:23 - loss: 404.9848 - logits_profile_predictions_loss: 402.6058 - logcount_predictions_loss: 0.1950 76/2388 [..............................] - ETA: 5:23 - loss: 404.9613 - logits_profile_predictions_loss: 402.5830 - logcount_predictions_loss: 0.1949 77/2388 [..............................] - ETA: 5:23 - loss: 404.9297 - logits_profile_predictions_loss: 402.5521 - logcount_predictions_loss: 0.1949 78/2388 [..............................] - ETA: 5:23 - loss: 404.9091 - logits_profile_predictions_loss: 402.5322 - logcount_predictions_loss: 0.1948 79/2388 [..............................] - ETA: 5:23 - loss: 404.8945 - logits_profile_predictions_loss: 402.5181 - logcount_predictions_loss: 0.1948 80/2388 [>.............................] - ETA: 5:23 - loss: 404.8786 - logits_profile_predictions_loss: 402.5028 - logcount_predictions_loss: 0.1947 81/2388 [>.............................] - ETA: 5:23 - loss: 404.8605 - logits_profile_predictions_loss: 402.4851 - logcount_predictions_loss: 0.1947 82/2388 [>.............................] - ETA: 5:22 - loss: 404.8400 - logits_profile_predictions_loss: 402.4651 - logcount_predictions_loss: 0.1947 83/2388 [>.............................] - ETA: 5:22 - loss: 404.8142 - logits_profile_predictions_loss: 402.4399 - logcount_predictions_loss: 0.1946 84/2388 [>.............................] - ETA: 5:22 - loss: 404.7898 - logits_profile_predictions_loss: 402.4162 - logcount_predictions_loss: 0.1946 85/2388 [>.............................] - ETA: 5:22 - 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[============================>.] - ETA: 0s - loss: 399.9157 - logits_profile_predictions_loss: 397.5492 - logcount_predictions_loss: 0.1940 2382/2388 [============================>.] - ETA: 0s - loss: 399.9158 - logits_profile_predictions_loss: 397.5492 - logcount_predictions_loss: 0.1940 2383/2388 [============================>.] - ETA: 0s - loss: 399.9159 - logits_profile_predictions_loss: 397.5493 - logcount_predictions_loss: 0.1940 2384/2388 [============================>.] - ETA: 0s - loss: 399.9159 - logits_profile_predictions_loss: 397.5494 - logcount_predictions_loss: 0.1940 2385/2388 [============================>.] - ETA: 0s - loss: 399.9160 - logits_profile_predictions_loss: 397.5495 - logcount_predictions_loss: 0.1940 2386/2388 [============================>.] - ETA: 0s - loss: 399.9161 - logits_profile_predictions_loss: 397.5496 - logcount_predictions_loss: 0.1940 2387/2388 [============================>.] - ETA: 0s - loss: 399.9162 - logits_profile_predictions_loss: 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[============================>.] - ETA: 0s - loss: 398.9028 - logits_profile_predictions_loss: 396.5807 - logcount_predictions_loss: 0.1903 2386/2388 [============================>.] - ETA: 0s - loss: 398.9026 - logits_profile_predictions_loss: 396.5805 - logcount_predictions_loss: 0.1903 2387/2388 [============================>.] - ETA: 0s - loss: 398.9024 - logits_profile_predictions_loss: 396.5803 - logcount_predictions_loss: 0.1903 2388/2388 [==============================] - ETA: 0s - loss: 398.9021 - logits_profile_predictions_loss: 396.5801 - logcount_predictions_loss: 0.1903 2388/2388 [==============================] - 354s 148ms/step - loss: 398.9019 - logits_profile_predictions_loss: 396.5798 - logcount_predictions_loss: 0.1903 - val_loss: 460.5483 - val_logits_profile_predictions_loss: 458.3937 - val_logcount_predictions_loss: 0.1766 Epoch 00009: val_loss improved from 461.44916 to 460.54831, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR924IHU//chrombppnet_model_encsr880cub_bias_fold_1/chrombpnet.h5 Epoch 10/50 1/2388 [..............................] - ETA: 6:11 - loss: 406.9005 - logits_profile_predictions_loss: 403.8461 - logcount_predictions_loss: 0.2504 2/2388 [..............................] - ETA: 5:41 - loss: 400.6337 - logits_profile_predictions_loss: 397.9595 - logcount_predictions_loss: 0.2192 3/2388 [..............................] - ETA: 5:37 - loss: 400.7226 - logits_profile_predictions_loss: 398.2795 - logcount_predictions_loss: 0.2003 4/2388 [..............................] - ETA: 5:35 - loss: 403.4967 - logits_profile_predictions_loss: 401.2121 - logcount_predictions_loss: 0.1873 5/2388 [..............................] - ETA: 5:34 - loss: 403.9363 - logits_profile_predictions_loss: 401.6350 - logcount_predictions_loss: 0.1886 6/2388 [..............................] - ETA: 5:34 - loss: 403.6147 - logits_profile_predictions_loss: 401.3181 - 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[..............................] - ETA: 5:31 - loss: 401.4757 - logits_profile_predictions_loss: 399.1849 - logcount_predictions_loss: 0.1878 21/2388 [..............................] - ETA: 5:31 - loss: 401.4190 - logits_profile_predictions_loss: 399.1332 - logcount_predictions_loss: 0.1874 22/2388 [..............................] - ETA: 5:31 - loss: 401.4239 - logits_profile_predictions_loss: 399.1425 - logcount_predictions_loss: 0.1870 23/2388 [..............................] - ETA: 5:30 - loss: 401.4791 - logits_profile_predictions_loss: 399.1992 - logcount_predictions_loss: 0.1869 24/2388 [..............................] - ETA: 5:30 - loss: 401.4861 - logits_profile_predictions_loss: 399.2086 - logcount_predictions_loss: 0.1867 25/2388 [..............................] - ETA: 5:30 - loss: 401.4617 - logits_profile_predictions_loss: 399.1862 - logcount_predictions_loss: 0.1865 26/2388 [..............................] - ETA: 5:30 - loss: 401.3997 - logits_profile_predictions_loss: 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[..............................] - ETA: 5:26 - loss: 399.5975 - logits_profile_predictions_loss: 397.3455 - logcount_predictions_loss: 0.1846 54/2388 [..............................] - ETA: 5:26 - loss: 399.5666 - logits_profile_predictions_loss: 397.3141 - logcount_predictions_loss: 0.1846 55/2388 [..............................] - ETA: 5:26 - loss: 399.5546 - logits_profile_predictions_loss: 397.3019 - logcount_predictions_loss: 0.1847 56/2388 [..............................] - ETA: 5:26 - loss: 399.5579 - logits_profile_predictions_loss: 397.3051 - logcount_predictions_loss: 0.1847 57/2388 [..............................] - ETA: 5:25 - loss: 399.5676 - logits_profile_predictions_loss: 397.3150 - logcount_predictions_loss: 0.1846 58/2388 [..............................] - ETA: 5:25 - loss: 399.5766 - logits_profile_predictions_loss: 397.3241 - logcount_predictions_loss: 0.1846 59/2388 [..............................] - ETA: 5:25 - loss: 399.5876 - logits_profile_predictions_loss: 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[>.............................] - ETA: 5:21 - loss: 399.9913 - logits_profile_predictions_loss: 397.7561 - logcount_predictions_loss: 0.1832 87/2388 [>.............................] - ETA: 5:21 - loss: 399.9856 - logits_profile_predictions_loss: 397.7514 - logcount_predictions_loss: 0.1831 88/2388 [>.............................] - ETA: 5:21 - loss: 399.9802 - logits_profile_predictions_loss: 397.7469 - logcount_predictions_loss: 0.1831 89/2388 [>.............................] - ETA: 5:21 - loss: 399.9808 - logits_profile_predictions_loss: 397.7484 - logcount_predictions_loss: 0.1830 90/2388 [>.............................] - ETA: 5:21 - loss: 399.9788 - logits_profile_predictions_loss: 397.7471 - logcount_predictions_loss: 0.1829 91/2388 [>.............................] - ETA: 5:21 - loss: 399.9801 - logits_profile_predictions_loss: 397.7493 - logcount_predictions_loss: 0.1829 92/2388 [>.............................] - ETA: 5:21 - loss: 399.9806 - logits_profile_predictions_loss: 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[============================>.] - ETA: 0s - loss: 397.2755 - logits_profile_predictions_loss: 395.0548 - logcount_predictions_loss: 0.1820 2383/2388 [============================>.] - ETA: 0s - loss: 397.2755 - logits_profile_predictions_loss: 395.0548 - logcount_predictions_loss: 0.1820 2384/2388 [============================>.] - ETA: 0s - loss: 397.2755 - logits_profile_predictions_loss: 395.0548 - logcount_predictions_loss: 0.1820 2385/2388 [============================>.] - ETA: 0s - loss: 397.2755 - logits_profile_predictions_loss: 395.0548 - logcount_predictions_loss: 0.1820 2386/2388 [============================>.] - ETA: 0s - loss: 397.2755 - logits_profile_predictions_loss: 395.0547 - logcount_predictions_loss: 0.1820 2387/2388 [============================>.] - ETA: 0s - loss: 397.2755 - logits_profile_predictions_loss: 395.0547 - logcount_predictions_loss: 0.1820 2388/2388 [==============================] - ETA: 0s - loss: 397.2755 - logits_profile_predictions_loss: 395.0547 - logcount_predictions_loss: 0.1820 2388/2388 [==============================] - 354s 148ms/step - loss: 397.2755 - logits_profile_predictions_loss: 395.0547 - logcount_predictions_loss: 0.1820 - val_loss: 463.9959 - val_logits_profile_predictions_loss: 461.7715 - val_logcount_predictions_loss: 0.1823 Epoch 00010: val_loss did not improve from 460.54831 Epoch 11/50 1/2388 [..............................] - ETA: 6:13 - loss: 418.0643 - logits_profile_predictions_loss: 415.9272 - logcount_predictions_loss: 0.1752 2/2388 [..............................] - ETA: 5:47 - loss: 417.4920 - logits_profile_predictions_loss: 415.4307 - logcount_predictions_loss: 0.1690 3/2388 [..............................] - ETA: 5:40 - loss: 413.7163 - logits_profile_predictions_loss: 411.6198 - logcount_predictions_loss: 0.1718 4/2388 [..............................] - ETA: 5:37 - loss: 412.2170 - logits_profile_predictions_loss: 410.1539 - logcount_predictions_loss: 0.1691 5/2388 [..............................] - ETA: 5:36 - loss: 408.9368 - logits_profile_predictions_loss: 406.8878 - logcount_predictions_loss: 0.1680 6/2388 [..............................] - ETA: 5:35 - loss: 404.5962 - logits_profile_predictions_loss: 402.5824 - logcount_predictions_loss: 0.1651 7/2388 [..............................] - ETA: 5:35 - loss: 403.3428 - logits_profile_predictions_loss: 401.3335 - logcount_predictions_loss: 0.1647 8/2388 [..............................] - ETA: 5:34 - loss: 402.3041 - logits_profile_predictions_loss: 400.2866 - logcount_predictions_loss: 0.1654 9/2388 [..............................] - ETA: 5:34 - loss: 401.7704 - logits_profile_predictions_loss: 399.7223 - logcount_predictions_loss: 0.1679 10/2388 [..............................] - ETA: 5:34 - loss: 401.0129 - logits_profile_predictions_loss: 398.9366 - logcount_predictions_loss: 0.1702 11/2388 [..............................] - ETA: 5:34 - loss: 400.3465 - logits_profile_predictions_loss: 398.2540 - logcount_predictions_loss: 0.1715 12/2388 [..............................] - ETA: 5:34 - loss: 400.0129 - logits_profile_predictions_loss: 397.8976 - logcount_predictions_loss: 0.1734 13/2388 [..............................] - ETA: 5:33 - loss: 399.5753 - logits_profile_predictions_loss: 397.4412 - logcount_predictions_loss: 0.1749 14/2388 [..............................] - ETA: 5:33 - loss: 399.1333 - logits_profile_predictions_loss: 396.9884 - logcount_predictions_loss: 0.1758 15/2388 [..............................] - ETA: 5:33 - loss: 398.8360 - logits_profile_predictions_loss: 396.6831 - logcount_predictions_loss: 0.1765 16/2388 [..............................] - ETA: 5:32 - loss: 398.4513 - logits_profile_predictions_loss: 396.2940 - logcount_predictions_loss: 0.1768 17/2388 [..............................] - ETA: 5:32 - loss: 398.1556 - logits_profile_predictions_loss: 395.9971 - logcount_predictions_loss: 0.1769 18/2388 [..............................] - ETA: 5:32 - loss: 397.9275 - logits_profile_predictions_loss: 395.7675 - logcount_predictions_loss: 0.1771 19/2388 [..............................] - ETA: 5:32 - loss: 397.5393 - logits_profile_predictions_loss: 395.3782 - logcount_predictions_loss: 0.1771 20/2388 [..............................] - ETA: 5:32 - loss: 397.2057 - logits_profile_predictions_loss: 395.0440 - logcount_predictions_loss: 0.1772 21/2388 [..............................] - ETA: 5:32 - loss: 396.7890 - logits_profile_predictions_loss: 394.6271 - logcount_predictions_loss: 0.1772 22/2388 [..............................] - ETA: 5:31 - loss: 396.5391 - logits_profile_predictions_loss: 394.3766 - logcount_predictions_loss: 0.1773 23/2388 [..............................] - ETA: 5:31 - loss: 396.3347 - logits_profile_predictions_loss: 394.1718 - logcount_predictions_loss: 0.1773 24/2388 [..............................] - ETA: 5:31 - loss: 396.1863 - logits_profile_predictions_loss: 394.0236 - logcount_predictions_loss: 0.1773 25/2388 [..............................] - ETA: 5:31 - loss: 396.0372 - logits_profile_predictions_loss: 393.8751 - logcount_predictions_loss: 0.1772 26/2388 [..............................] - ETA: 5:31 - loss: 395.9703 - logits_profile_predictions_loss: 393.8084 - logcount_predictions_loss: 0.1772 27/2388 [..............................] - ETA: 5:31 - loss: 395.9228 - logits_profile_predictions_loss: 393.7608 - logcount_predictions_loss: 0.1772 28/2388 [..............................] - ETA: 5:30 - loss: 395.8798 - logits_profile_predictions_loss: 393.7185 - logcount_predictions_loss: 0.1772 29/2388 [..............................] - ETA: 5:30 - loss: 395.8442 - logits_profile_predictions_loss: 393.6824 - logcount_predictions_loss: 0.1772 30/2388 [..............................] - ETA: 5:30 - loss: 395.8064 - logits_profile_predictions_loss: 393.6439 - logcount_predictions_loss: 0.1772 31/2388 [..............................] - ETA: 5:30 - loss: 395.7398 - logits_profile_predictions_loss: 393.5772 - logcount_predictions_loss: 0.1773 32/2388 [..............................] - ETA: 5:30 - loss: 395.7163 - logits_profile_predictions_loss: 393.5536 - logcount_predictions_loss: 0.1773 33/2388 [..............................] - ETA: 5:30 - loss: 395.6851 - logits_profile_predictions_loss: 393.5222 - logcount_predictions_loss: 0.1773 34/2388 [..............................] - ETA: 5:29 - loss: 395.6441 - logits_profile_predictions_loss: 393.4811 - logcount_predictions_loss: 0.1773 35/2388 [..............................] - ETA: 5:29 - loss: 395.5771 - logits_profile_predictions_loss: 393.4132 - logcount_predictions_loss: 0.1774 36/2388 [..............................] - ETA: 5:29 - loss: 395.4975 - logits_profile_predictions_loss: 393.3333 - logcount_predictions_loss: 0.1774 37/2388 [..............................] - ETA: 5:29 - loss: 395.4168 - logits_profile_predictions_loss: 393.2527 - logcount_predictions_loss: 0.1774 38/2388 [..............................] - ETA: 5:29 - loss: 395.3297 - logits_profile_predictions_loss: 393.1654 - logcount_predictions_loss: 0.1774 39/2388 [..............................] - ETA: 5:29 - loss: 395.2645 - logits_profile_predictions_loss: 393.1004 - logcount_predictions_loss: 0.1774 40/2388 [..............................] - ETA: 5:29 - loss: 395.2117 - logits_profile_predictions_loss: 393.0480 - logcount_predictions_loss: 0.1774 41/2388 [..............................] - ETA: 5:28 - loss: 395.1734 - logits_profile_predictions_loss: 393.0102 - logcount_predictions_loss: 0.1773 42/2388 [..............................] - ETA: 5:28 - loss: 395.1702 - logits_profile_predictions_loss: 393.0075 - logcount_predictions_loss: 0.1773 43/2388 [..............................] - ETA: 5:28 - loss: 395.1683 - logits_profile_predictions_loss: 393.0061 - logcount_predictions_loss: 0.1772 44/2388 [..............................] - ETA: 5:28 - loss: 395.1460 - logits_profile_predictions_loss: 392.9845 - logcount_predictions_loss: 0.1772 45/2388 [..............................] - ETA: 5:28 - loss: 395.1364 - logits_profile_predictions_loss: 392.9754 - logcount_predictions_loss: 0.1771 46/2388 [..............................] - ETA: 5:28 - loss: 395.1367 - logits_profile_predictions_loss: 392.9762 - logcount_predictions_loss: 0.1771 47/2388 [..............................] - ETA: 5:27 - loss: 395.1166 - logits_profile_predictions_loss: 392.9569 - logcount_predictions_loss: 0.1770 48/2388 [..............................] - ETA: 5:27 - loss: 395.0727 - logits_profile_predictions_loss: 392.9139 - logcount_predictions_loss: 0.1770 49/2388 [..............................] - ETA: 5:27 - loss: 395.0363 - logits_profile_predictions_loss: 392.8769 - logcount_predictions_loss: 0.1770 50/2388 [..............................] - ETA: 5:27 - loss: 394.9806 - logits_profile_predictions_loss: 392.8206 - logcount_predictions_loss: 0.1771 51/2388 [..............................] - ETA: 5:27 - loss: 394.9419 - logits_profile_predictions_loss: 392.7812 - logcount_predictions_loss: 0.1771 52/2388 [..............................] - ETA: 5:27 - loss: 394.9067 - logits_profile_predictions_loss: 392.7449 - logcount_predictions_loss: 0.1772 53/2388 [..............................] - ETA: 5:27 - loss: 394.8678 - logits_profile_predictions_loss: 392.7047 - logcount_predictions_loss: 0.1773 54/2388 [..............................] - ETA: 5:26 - loss: 394.8299 - logits_profile_predictions_loss: 392.6655 - logcount_predictions_loss: 0.1774 55/2388 [..............................] - ETA: 5:26 - loss: 394.8031 - logits_profile_predictions_loss: 392.6374 - logcount_predictions_loss: 0.1775 56/2388 [..............................] - ETA: 5:26 - loss: 394.7723 - logits_profile_predictions_loss: 392.6051 - logcount_predictions_loss: 0.1776 57/2388 [..............................] - ETA: 5:26 - loss: 394.7507 - logits_profile_predictions_loss: 392.5825 - logcount_predictions_loss: 0.1777 58/2388 [..............................] - ETA: 5:26 - loss: 394.7090 - logits_profile_predictions_loss: 392.5397 - logcount_predictions_loss: 0.1778 59/2388 [..............................] - ETA: 5:26 - loss: 394.6750 - logits_profile_predictions_loss: 392.5047 - logcount_predictions_loss: 0.1779 60/2388 [..............................] - ETA: 5:26 - loss: 394.6443 - logits_profile_predictions_loss: 392.4729 - logcount_predictions_loss: 0.1780 61/2388 [..............................] - ETA: 5:25 - loss: 394.6156 - logits_profile_predictions_loss: 392.4435 - logcount_predictions_loss: 0.1780 62/2388 [..............................] - ETA: 5:25 - loss: 394.6048 - logits_profile_predictions_loss: 392.4318 - logcount_predictions_loss: 0.1781 63/2388 [..............................] - ETA: 5:25 - loss: 394.5947 - logits_profile_predictions_loss: 392.4209 - logcount_predictions_loss: 0.1782 64/2388 [..............................] - ETA: 5:25 - loss: 394.5905 - logits_profile_predictions_loss: 392.4158 - logcount_predictions_loss: 0.1783 65/2388 [..............................] - ETA: 5:25 - loss: 394.5897 - logits_profile_predictions_loss: 392.4143 - logcount_predictions_loss: 0.1783 66/2388 [..............................] - ETA: 5:25 - loss: 394.5883 - logits_profile_predictions_loss: 392.4123 - logcount_predictions_loss: 0.1784 67/2388 [..............................] - ETA: 5:25 - loss: 394.5853 - logits_profile_predictions_loss: 392.4086 - logcount_predictions_loss: 0.1784 68/2388 [..............................] - ETA: 5:24 - loss: 394.5735 - logits_profile_predictions_loss: 392.3960 - logcount_predictions_loss: 0.1785 69/2388 [..............................] - ETA: 5:24 - loss: 394.5672 - logits_profile_predictions_loss: 392.3891 - logcount_predictions_loss: 0.1785 70/2388 [..............................] - ETA: 5:24 - loss: 394.5661 - logits_profile_predictions_loss: 392.3875 - logcount_predictions_loss: 0.1786 71/2388 [..............................] - ETA: 5:24 - loss: 394.5669 - logits_profile_predictions_loss: 392.3879 - logcount_predictions_loss: 0.1786 72/2388 [..............................] - ETA: 5:24 - loss: 394.5711 - logits_profile_predictions_loss: 392.3917 - logcount_predictions_loss: 0.1786 73/2388 [..............................] - ETA: 5:24 - loss: 394.5778 - logits_profile_predictions_loss: 392.3981 - logcount_predictions_loss: 0.1787 74/2388 [..............................] - ETA: 5:24 - loss: 394.5791 - logits_profile_predictions_loss: 392.3990 - logcount_predictions_loss: 0.1787 75/2388 [..............................] - ETA: 5:23 - loss: 394.5906 - logits_profile_predictions_loss: 392.4100 - logcount_predictions_loss: 0.1787 76/2388 [..............................] - ETA: 5:23 - loss: 394.6011 - logits_profile_predictions_loss: 392.4203 - logcount_predictions_loss: 0.1788 77/2388 [..............................] - ETA: 5:23 - loss: 394.6094 - logits_profile_predictions_loss: 392.4283 - logcount_predictions_loss: 0.1788 78/2388 [..............................] - ETA: 5:23 - loss: 394.6172 - logits_profile_predictions_loss: 392.4358 - logcount_predictions_loss: 0.1788 79/2388 [..............................] - ETA: 5:23 - loss: 394.6281 - logits_profile_predictions_loss: 392.4466 - logcount_predictions_loss: 0.1788 80/2388 [>.............................] - ETA: 5:23 - loss: 394.6363 - logits_profile_predictions_loss: 392.4545 - logcount_predictions_loss: 0.1788 81/2388 [>.............................] - ETA: 5:23 - loss: 394.6487 - logits_profile_predictions_loss: 392.4666 - logcount_predictions_loss: 0.1789 82/2388 [>.............................] - ETA: 5:23 - loss: 394.6588 - logits_profile_predictions_loss: 392.4767 - logcount_predictions_loss: 0.1789 83/2388 [>.............................] - ETA: 5:22 - loss: 394.6710 - logits_profile_predictions_loss: 392.4887 - logcount_predictions_loss: 0.1789 84/2388 [>.............................] - ETA: 5:22 - loss: 394.6804 - logits_profile_predictions_loss: 392.4980 - logcount_predictions_loss: 0.1789 85/2388 [>.............................] - ETA: 5:22 - loss: 394.6898 - logits_profile_predictions_loss: 392.5073 - logcount_predictions_loss: 0.1789 86/2388 [>.............................] - ETA: 5:22 - loss: 394.7007 - logits_profile_predictions_loss: 392.5182 - logcount_predictions_loss: 0.1789 87/2388 [>.............................] - ETA: 5:22 - loss: 394.7117 - logits_profile_predictions_loss: 392.5290 - logcount_predictions_loss: 0.1789 88/2388 [>.............................] - ETA: 5:22 - loss: 394.7200 - logits_profile_predictions_loss: 392.5373 - logcount_predictions_loss: 0.1789 89/2388 [>.............................] - ETA: 5:22 - loss: 394.7262 - logits_profile_predictions_loss: 392.5435 - logcount_predictions_loss: 0.1789 90/2388 [>.............................] - ETA: 5:21 - loss: 394.7366 - logits_profile_predictions_loss: 392.5539 - logcount_predictions_loss: 0.1789 91/2388 [>.............................] - ETA: 5:21 - loss: 394.7438 - logits_profile_predictions_loss: 392.5612 - logcount_predictions_loss: 0.1789 92/2388 [>.............................] - ETA: 5:21 - loss: 394.7516 - logits_profile_predictions_loss: 392.5691 - logcount_predictions_loss: 0.1789 93/2388 [>.............................] - ETA: 5:21 - loss: 394.7605 - logits_profile_predictions_loss: 392.5780 - logcount_predictions_loss: 0.1789 94/2388 [>.............................] - ETA: 5:21 - loss: 394.7598 - logits_profile_predictions_loss: 392.5773 - logcount_predictions_loss: 0.1789 95/2388 [>.............................] - ETA: 5:21 - loss: 394.7629 - logits_profile_predictions_loss: 392.5803 - logcount_predictions_loss: 0.1789 96/2388 [>.............................] - ETA: 5:21 - loss: 394.7628 - logits_profile_predictions_loss: 392.5803 - logcount_predictions_loss: 0.1789 97/2388 [>.............................] - ETA: 5:20 - loss: 394.7628 - 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[============================>.] - ETA: 5s - loss: 395.2379 - logits_profile_predictions_loss: 393.0496 - logcount_predictions_loss: 0.1794 2348/2388 [============================>.] - ETA: 5s - loss: 395.2383 - logits_profile_predictions_loss: 393.0500 - logcount_predictions_loss: 0.1794 2349/2388 [============================>.] - ETA: 5s - loss: 395.2386 - logits_profile_predictions_loss: 393.0504 - logcount_predictions_loss: 0.1794 2350/2388 [============================>.] - ETA: 5s - loss: 395.2390 - logits_profile_predictions_loss: 393.0508 - logcount_predictions_loss: 0.1794 2351/2388 [============================>.] - ETA: 5s - loss: 395.2394 - logits_profile_predictions_loss: 393.0511 - logcount_predictions_loss: 0.1794 2352/2388 [============================>.] - ETA: 5s - loss: 395.2397 - logits_profile_predictions_loss: 393.0515 - logcount_predictions_loss: 0.1794 2353/2388 [============================>.] - ETA: 4s - loss: 395.2401 - logits_profile_predictions_loss: 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[============================>.] - ETA: 1s - loss: 395.2498 - logits_profile_predictions_loss: 393.0616 - logcount_predictions_loss: 0.1794 2381/2388 [============================>.] - ETA: 0s - loss: 395.2501 - logits_profile_predictions_loss: 393.0619 - logcount_predictions_loss: 0.1794 2382/2388 [============================>.] - ETA: 0s - loss: 395.2505 - logits_profile_predictions_loss: 393.0623 - logcount_predictions_loss: 0.1794 2383/2388 [============================>.] - ETA: 0s - loss: 395.2508 - logits_profile_predictions_loss: 393.0627 - logcount_predictions_loss: 0.1794 2384/2388 [============================>.] - ETA: 0s - loss: 395.2512 - logits_profile_predictions_loss: 393.0630 - logcount_predictions_loss: 0.1794 2385/2388 [============================>.] - ETA: 0s - loss: 395.2515 - logits_profile_predictions_loss: 393.0634 - logcount_predictions_loss: 0.1794 2386/2388 [============================>.] - ETA: 0s - loss: 395.2519 - logits_profile_predictions_loss: 393.0637 - logcount_predictions_loss: 0.1794 2387/2388 [============================>.] - ETA: 0s - loss: 395.2522 - logits_profile_predictions_loss: 393.0641 - logcount_predictions_loss: 0.1794 2388/2388 [==============================] - ETA: 0s - loss: 395.2526 - logits_profile_predictions_loss: 393.0644 - logcount_predictions_loss: 0.1794 2388/2388 [==============================] - 354s 148ms/step - loss: 395.2529 - logits_profile_predictions_loss: 393.0648 - logcount_predictions_loss: 0.1794 - val_loss: 460.9054 - val_logits_profile_predictions_loss: 458.6341 - val_logcount_predictions_loss: 0.1862 Epoch 00011: val_loss did not improve from 460.54831 Epoch 12/50 1/2388 [..............................] - ETA: 6:09 - loss: 364.0070 - logits_profile_predictions_loss: 361.7253 - logcount_predictions_loss: 0.1870 2/2388 [..............................] - ETA: 5:34 - loss: 375.7486 - logits_profile_predictions_loss: 373.4211 - logcount_predictions_loss: 0.1908 3/2388 [..............................] - ETA: 5:34 - loss: 380.3430 - logits_profile_predictions_loss: 378.0258 - logcount_predictions_loss: 0.1899 4/2388 [..............................] - ETA: 5:33 - loss: 381.2499 - logits_profile_predictions_loss: 378.9361 - logcount_predictions_loss: 0.1897 5/2388 [..............................] - ETA: 5:33 - loss: 382.7827 - logits_profile_predictions_loss: 380.4453 - logcount_predictions_loss: 0.1916 6/2388 [..............................] - ETA: 5:33 - loss: 384.4501 - logits_profile_predictions_loss: 382.1198 - logcount_predictions_loss: 0.1910 7/2388 [..............................] - ETA: 5:33 - loss: 384.8327 - logits_profile_predictions_loss: 382.5025 - logcount_predictions_loss: 0.1910 8/2388 [..............................] - ETA: 5:33 - loss: 386.4162 - logits_profile_predictions_loss: 384.1060 - logcount_predictions_loss: 0.1894 9/2388 [..............................] - ETA: 5:33 - loss: 387.5259 - logits_profile_predictions_loss: 385.2182 - logcount_predictions_loss: 0.1892 10/2388 [..............................] - ETA: 5:33 - loss: 388.8215 - logits_profile_predictions_loss: 386.5216 - logcount_predictions_loss: 0.1885 11/2388 [..............................] - ETA: 5:33 - loss: 389.8117 - logits_profile_predictions_loss: 387.5229 - logcount_predictions_loss: 0.1876 12/2388 [..............................] - ETA: 5:32 - loss: 390.3422 - logits_profile_predictions_loss: 388.0617 - logcount_predictions_loss: 0.1869 13/2388 [..............................] - ETA: 5:32 - loss: 390.8979 - logits_profile_predictions_loss: 388.6277 - logcount_predictions_loss: 0.1861 14/2388 [..............................] - ETA: 5:32 - loss: 391.3450 - logits_profile_predictions_loss: 389.0826 - logcount_predictions_loss: 0.1854 15/2388 [..............................] - ETA: 5:32 - loss: 391.7322 - logits_profile_predictions_loss: 389.4750 - logcount_predictions_loss: 0.1850 16/2388 [..............................] - ETA: 5:32 - loss: 392.0062 - logits_profile_predictions_loss: 389.7534 - logcount_predictions_loss: 0.1847 17/2388 [..............................] - ETA: 5:32 - loss: 392.2173 - logits_profile_predictions_loss: 389.9695 - logcount_predictions_loss: 0.1842 18/2388 [..............................] - ETA: 5:32 - loss: 392.5057 - logits_profile_predictions_loss: 390.2617 - logcount_predictions_loss: 0.1839 19/2388 [..............................] - ETA: 5:31 - loss: 392.7199 - logits_profile_predictions_loss: 390.4800 - logcount_predictions_loss: 0.1836 20/2388 [..............................] - ETA: 5:31 - loss: 392.9948 - logits_profile_predictions_loss: 390.7542 - logcount_predictions_loss: 0.1837 21/2388 [..............................] - ETA: 5:31 - loss: 393.2364 - logits_profile_predictions_loss: 390.9959 - logcount_predictions_loss: 0.1837 22/2388 [..............................] - ETA: 5:31 - loss: 393.4593 - logits_profile_predictions_loss: 391.2194 - logcount_predictions_loss: 0.1836 23/2388 [..............................] - ETA: 5:31 - loss: 393.8261 - logits_profile_predictions_loss: 391.5886 - logcount_predictions_loss: 0.1834 24/2388 [..............................] - ETA: 5:31 - loss: 394.2351 - logits_profile_predictions_loss: 392.0008 - logcount_predictions_loss: 0.1831 25/2388 [..............................] - ETA: 5:30 - loss: 394.6597 - logits_profile_predictions_loss: 392.4283 - logcount_predictions_loss: 0.1829 26/2388 [..............................] - ETA: 5:30 - loss: 395.0447 - logits_profile_predictions_loss: 392.8166 - logcount_predictions_loss: 0.1826 27/2388 [..............................] - ETA: 5:30 - loss: 395.3929 - logits_profile_predictions_loss: 393.1683 - logcount_predictions_loss: 0.1823 28/2388 [..............................] - ETA: 5:30 - loss: 395.6620 - logits_profile_predictions_loss: 393.4414 - logcount_predictions_loss: 0.1820 29/2388 [..............................] - ETA: 5:30 - loss: 395.8707 - logits_profile_predictions_loss: 393.6541 - logcount_predictions_loss: 0.1817 30/2388 [..............................] - ETA: 5:30 - loss: 396.1122 - logits_profile_predictions_loss: 393.8996 - logcount_predictions_loss: 0.1814 31/2388 [..............................] - ETA: 5:30 - loss: 396.3450 - logits_profile_predictions_loss: 394.1357 - logcount_predictions_loss: 0.1811 32/2388 [..............................] - ETA: 5:29 - loss: 396.5638 - logits_profile_predictions_loss: 394.3584 - logcount_predictions_loss: 0.1808 33/2388 [..............................] - ETA: 5:30 - loss: 396.7207 - logits_profile_predictions_loss: 394.5183 - logcount_predictions_loss: 0.1805 34/2388 [..............................] - ETA: 5:29 - loss: 396.9360 - logits_profile_predictions_loss: 394.7362 - logcount_predictions_loss: 0.1803 35/2388 [..............................] - ETA: 5:29 - loss: 397.1632 - logits_profile_predictions_loss: 394.9660 - logcount_predictions_loss: 0.1801 36/2388 [..............................] - ETA: 5:29 - loss: 397.3511 - logits_profile_predictions_loss: 395.1566 - logcount_predictions_loss: 0.1799 37/2388 [..............................] - ETA: 5:29 - loss: 397.5308 - logits_profile_predictions_loss: 395.3394 - logcount_predictions_loss: 0.1796 38/2388 [..............................] - ETA: 5:29 - loss: 397.6921 - logits_profile_predictions_loss: 395.5035 - logcount_predictions_loss: 0.1794 39/2388 [..............................] - ETA: 5:29 - loss: 397.8377 - logits_profile_predictions_loss: 395.6519 - logcount_predictions_loss: 0.1792 40/2388 [..............................] - ETA: 5:28 - loss: 397.9359 - logits_profile_predictions_loss: 395.7530 - logcount_predictions_loss: 0.1789 41/2388 [..............................] - ETA: 5:28 - loss: 397.9969 - logits_profile_predictions_loss: 395.8171 - logcount_predictions_loss: 0.1787 42/2388 [..............................] - ETA: 5:28 - loss: 398.0298 - logits_profile_predictions_loss: 395.8528 - logcount_predictions_loss: 0.1784 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logits_profile_predictions_loss: 396.1521 - logcount_predictions_loss: 0.1768 50/2388 [..............................] - ETA: 5:27 - loss: 398.3017 - logits_profile_predictions_loss: 396.1467 - logcount_predictions_loss: 0.1766 51/2388 [..............................] - ETA: 5:27 - loss: 398.2893 - logits_profile_predictions_loss: 396.1368 - logcount_predictions_loss: 0.1764 52/2388 [..............................] - ETA: 5:27 - loss: 398.2776 - logits_profile_predictions_loss: 396.1276 - logcount_predictions_loss: 0.1762 53/2388 [..............................] - ETA: 5:27 - loss: 398.2689 - logits_profile_predictions_loss: 396.1213 - logcount_predictions_loss: 0.1760 54/2388 [..............................] - ETA: 5:26 - loss: 398.2583 - logits_profile_predictions_loss: 396.1125 - logcount_predictions_loss: 0.1759 55/2388 [..............................] - ETA: 5:26 - loss: 398.2269 - logits_profile_predictions_loss: 396.0831 - logcount_predictions_loss: 0.1757 56/2388 [..............................] - ETA: 5:26 - loss: 398.2012 - logits_profile_predictions_loss: 396.0593 - logcount_predictions_loss: 0.1756 57/2388 [..............................] - ETA: 5:26 - loss: 398.1734 - logits_profile_predictions_loss: 396.0334 - logcount_predictions_loss: 0.1754 58/2388 [..............................] - ETA: 5:26 - loss: 398.1587 - logits_profile_predictions_loss: 396.0203 - logcount_predictions_loss: 0.1753 59/2388 [..............................] - ETA: 5:26 - loss: 398.1470 - logits_profile_predictions_loss: 396.0099 - logcount_predictions_loss: 0.1752 60/2388 [..............................] - ETA: 5:26 - loss: 398.1246 - logits_profile_predictions_loss: 395.9887 - logcount_predictions_loss: 0.1751 61/2388 [..............................] - ETA: 5:25 - loss: 398.1052 - logits_profile_predictions_loss: 395.9704 - logcount_predictions_loss: 0.1750 62/2388 [..............................] - ETA: 5:25 - loss: 398.0813 - logits_profile_predictions_loss: 395.9473 - logcount_predictions_loss: 0.1749 63/2388 [..............................] - ETA: 5:25 - loss: 398.0543 - logits_profile_predictions_loss: 395.9212 - logcount_predictions_loss: 0.1748 64/2388 [..............................] - ETA: 5:25 - loss: 398.0371 - logits_profile_predictions_loss: 395.9052 - logcount_predictions_loss: 0.1747 65/2388 [..............................] - ETA: 5:25 - loss: 398.0134 - logits_profile_predictions_loss: 395.8826 - logcount_predictions_loss: 0.1747 66/2388 [..............................] - ETA: 5:25 - loss: 397.9905 - logits_profile_predictions_loss: 395.8610 - logcount_predictions_loss: 0.1746 67/2388 [..............................] - ETA: 5:24 - loss: 397.9652 - logits_profile_predictions_loss: 395.8368 - logcount_predictions_loss: 0.1745 68/2388 [..............................] - ETA: 5:24 - loss: 397.9372 - logits_profile_predictions_loss: 395.8101 - logcount_predictions_loss: 0.1744 69/2388 [..............................] - ETA: 5:24 - 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[============================>.] - ETA: 5s - loss: 394.7631 - logits_profile_predictions_loss: 392.6434 - logcount_predictions_loss: 0.1738 2353/2388 [============================>.] - ETA: 4s - loss: 394.7630 - logits_profile_predictions_loss: 392.6433 - logcount_predictions_loss: 0.1738 2354/2388 [============================>.] - ETA: 4s - loss: 394.7629 - logits_profile_predictions_loss: 392.6433 - logcount_predictions_loss: 0.1738 2355/2388 [============================>.] - ETA: 4s - loss: 394.7629 - logits_profile_predictions_loss: 392.6432 - logcount_predictions_loss: 0.1738 2356/2388 [============================>.] - ETA: 4s - loss: 394.7628 - logits_profile_predictions_loss: 392.6431 - logcount_predictions_loss: 0.1738 2357/2388 [============================>.] - ETA: 4s - loss: 394.7627 - logits_profile_predictions_loss: 392.6430 - logcount_predictions_loss: 0.1738 2358/2388 [============================>.] - ETA: 4s - loss: 394.7627 - logits_profile_predictions_loss: 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[============================>.] - ETA: 0s - loss: 394.7611 - logits_profile_predictions_loss: 392.6411 - logcount_predictions_loss: 0.1738 2386/2388 [============================>.] - ETA: 0s - loss: 394.7610 - logits_profile_predictions_loss: 392.6410 - logcount_predictions_loss: 0.1738 2387/2388 [============================>.] - ETA: 0s - loss: 394.7610 - logits_profile_predictions_loss: 392.6410 - logcount_predictions_loss: 0.1738 2388/2388 [==============================] - ETA: 0s - loss: 394.7609 - logits_profile_predictions_loss: 392.6409 - logcount_predictions_loss: 0.1738 2388/2388 [==============================] - 354s 148ms/step - loss: 394.7609 - logits_profile_predictions_loss: 392.6409 - logcount_predictions_loss: 0.1738 - val_loss: 462.5973 - val_logits_profile_predictions_loss: 460.4469 - val_logcount_predictions_loss: 0.1763 Epoch 00012: val_loss did not improve from 460.54831 Epoch 13/50 1/2388 [..............................] - ETA: 6:14 - loss: 345.1255 - logits_profile_predictions_loss: 343.0527 - logcount_predictions_loss: 0.1699 2/2388 [..............................] - ETA: 5:53 - loss: 359.9968 - logits_profile_predictions_loss: 358.0396 - logcount_predictions_loss: 0.1604 3/2388 [..............................] - ETA: 5:43 - loss: 367.4061 - logits_profile_predictions_loss: 365.5650 - logcount_predictions_loss: 0.1509 4/2388 [..............................] - ETA: 5:40 - loss: 370.9583 - logits_profile_predictions_loss: 369.1577 - logcount_predictions_loss: 0.1476 5/2388 [..............................] - ETA: 5:38 - loss: 372.9320 - logits_profile_predictions_loss: 371.1058 - logcount_predictions_loss: 0.1497 6/2388 [..............................] - ETA: 5:37 - loss: 374.2080 - logits_profile_predictions_loss: 372.3463 - logcount_predictions_loss: 0.1526 7/2388 [..............................] - ETA: 5:36 - loss: 375.2135 - logits_profile_predictions_loss: 373.3279 - logcount_predictions_loss: 0.1546 8/2388 [..............................] - ETA: 5:35 - loss: 377.0334 - logits_profile_predictions_loss: 375.1359 - logcount_predictions_loss: 0.1555 9/2388 [..............................] - ETA: 5:35 - loss: 378.0596 - logits_profile_predictions_loss: 376.1569 - logcount_predictions_loss: 0.1560 10/2388 [..............................] - ETA: 5:34 - loss: 378.9254 - logits_profile_predictions_loss: 377.0138 - logcount_predictions_loss: 0.1567 11/2388 [..............................] - ETA: 5:34 - loss: 379.4766 - logits_profile_predictions_loss: 377.5527 - logcount_predictions_loss: 0.1577 12/2388 [..............................] - ETA: 5:34 - loss: 379.7980 - logits_profile_predictions_loss: 377.8657 - logcount_predictions_loss: 0.1584 13/2388 [..............................] - ETA: 5:34 - loss: 380.5061 - logits_profile_predictions_loss: 378.5684 - logcount_predictions_loss: 0.1588 14/2388 [..............................] - ETA: 5:33 - loss: 381.0225 - logits_profile_predictions_loss: 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logits_profile_predictions_loss: 384.4303 - logcount_predictions_loss: 0.1578 35/2388 [..............................] - ETA: 5:30 - loss: 386.5508 - logits_profile_predictions_loss: 384.6268 - logcount_predictions_loss: 0.1577 36/2388 [..............................] - ETA: 5:29 - loss: 386.7041 - logits_profile_predictions_loss: 384.7814 - logcount_predictions_loss: 0.1576 37/2388 [..............................] - ETA: 5:29 - loss: 386.8206 - logits_profile_predictions_loss: 384.8990 - logcount_predictions_loss: 0.1575 38/2388 [..............................] - ETA: 5:29 - loss: 386.9650 - logits_profile_predictions_loss: 385.0443 - logcount_predictions_loss: 0.1574 39/2388 [..............................] - ETA: 5:29 - loss: 387.0705 - logits_profile_predictions_loss: 385.1510 - logcount_predictions_loss: 0.1573 40/2388 [..............................] - ETA: 5:29 - loss: 387.1725 - logits_profile_predictions_loss: 385.2538 - logcount_predictions_loss: 0.1573 41/2388 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[====>.........................] - ETA: 4:37 - loss: 392.0912 - logits_profile_predictions_loss: 390.0648 - logcount_predictions_loss: 0.1661 407/2388 [====>.........................] - ETA: 4:37 - loss: 392.0937 - logits_profile_predictions_loss: 390.0673 - logcount_predictions_loss: 0.1661 408/2388 [====>.........................] - ETA: 4:37 - loss: 392.0962 - logits_profile_predictions_loss: 390.0698 - logcount_predictions_loss: 0.1661 409/2388 [====>.........................] - ETA: 4:37 - loss: 392.0988 - logits_profile_predictions_loss: 390.0724 - logcount_predictions_loss: 0.1661 410/2388 [====>.........................] - ETA: 4:37 - loss: 392.1015 - logits_profile_predictions_loss: 390.0752 - logcount_predictions_loss: 0.1661 411/2388 [====>.........................] - ETA: 4:37 - loss: 392.1042 - logits_profile_predictions_loss: 390.0779 - logcount_predictions_loss: 0.1661 412/2388 [====>.........................] - ETA: 4:36 - loss: 392.1067 - 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[====>.........................] - ETA: 4:35 - loss: 392.1241 - logits_profile_predictions_loss: 390.0981 - logcount_predictions_loss: 0.1661 420/2388 [====>.........................] - ETA: 4:35 - loss: 392.1266 - logits_profile_predictions_loss: 390.1006 - logcount_predictions_loss: 0.1661 421/2388 [====>.........................] - ETA: 4:35 - loss: 392.1292 - logits_profile_predictions_loss: 390.1033 - logcount_predictions_loss: 0.1661 422/2388 [====>.........................] - ETA: 4:35 - loss: 392.1320 - logits_profile_predictions_loss: 390.1061 - logcount_predictions_loss: 0.1661 423/2388 [====>.........................] - ETA: 4:35 - loss: 392.1345 - logits_profile_predictions_loss: 390.1086 - logcount_predictions_loss: 0.1660 424/2388 [====>.........................] - ETA: 4:35 - loss: 392.1371 - logits_profile_predictions_loss: 390.1112 - logcount_predictions_loss: 0.1660 425/2388 [====>.........................] - ETA: 4:35 - loss: 392.1395 - 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logits_profile_predictions_loss: 390.1418 - logcount_predictions_loss: 0.1660 439/2388 [====>.........................] - ETA: 4:33 - loss: 392.1698 - logits_profile_predictions_loss: 390.1446 - logcount_predictions_loss: 0.1660 440/2388 [====>.........................] - ETA: 4:33 - loss: 392.1724 - logits_profile_predictions_loss: 390.1473 - logcount_predictions_loss: 0.1660 441/2388 [====>.........................] - ETA: 4:32 - loss: 392.1750 - logits_profile_predictions_loss: 390.1499 - logcount_predictions_loss: 0.1660 442/2388 [====>.........................] - ETA: 4:32 - loss: 392.1776 - logits_profile_predictions_loss: 390.1526 - logcount_predictions_loss: 0.1660 443/2388 [====>.........................] - ETA: 4:32 - loss: 392.1803 - logits_profile_predictions_loss: 390.1553 - logcount_predictions_loss: 0.1660 444/2388 [====>.........................] - ETA: 4:32 - loss: 392.1831 - logits_profile_predictions_loss: 390.1581 - logcount_predictions_loss: 0.1660 445/2388 [====>.........................] - ETA: 4:32 - loss: 392.1855 - logits_profile_predictions_loss: 390.1607 - logcount_predictions_loss: 0.1660 446/2388 [====>.........................] - ETA: 4:32 - loss: 392.1880 - logits_profile_predictions_loss: 390.1631 - logcount_predictions_loss: 0.1660 447/2388 [====>.........................] - ETA: 4:32 - loss: 392.1905 - logits_profile_predictions_loss: 390.1657 - logcount_predictions_loss: 0.1660 448/2388 [====>.........................] - ETA: 4:31 - loss: 392.1929 - logits_profile_predictions_loss: 390.1682 - logcount_predictions_loss: 0.1660 449/2388 [====>.........................] - ETA: 4:31 - loss: 392.1955 - logits_profile_predictions_loss: 390.1708 - logcount_predictions_loss: 0.1659 450/2388 [====>.........................] - ETA: 4:31 - loss: 392.1979 - logits_profile_predictions_loss: 390.1733 - logcount_predictions_loss: 0.1659 451/2388 [====>.........................] - ETA: 4:31 - loss: 392.2003 - logits_profile_predictions_loss: 390.1757 - logcount_predictions_loss: 0.1659 452/2388 [====>.........................] - ETA: 4:31 - loss: 392.2026 - logits_profile_predictions_loss: 390.1781 - logcount_predictions_loss: 0.1659 453/2388 [====>.........................] - ETA: 4:31 - loss: 392.2046 - logits_profile_predictions_loss: 390.1802 - logcount_predictions_loss: 0.1659 454/2388 [====>.........................] - ETA: 4:31 - loss: 392.2067 - logits_profile_predictions_loss: 390.1823 - logcount_predictions_loss: 0.1659 455/2388 [====>.........................] - ETA: 4:30 - loss: 392.2088 - logits_profile_predictions_loss: 390.1844 - logcount_predictions_loss: 0.1659 456/2388 [====>.........................] - ETA: 4:30 - loss: 392.2107 - logits_profile_predictions_loss: 390.1864 - logcount_predictions_loss: 0.1659 457/2388 [====>.........................] - ETA: 4:30 - loss: 392.2126 - logits_profile_predictions_loss: 390.1884 - logcount_predictions_loss: 0.1659 458/2388 [====>.........................] - ETA: 4:30 - loss: 392.2147 - logits_profile_predictions_loss: 390.1905 - logcount_predictions_loss: 0.1659 459/2388 [====>.........................] - ETA: 4:30 - loss: 392.2168 - logits_profile_predictions_loss: 390.1926 - logcount_predictions_loss: 0.1659 460/2388 [====>.........................] - ETA: 4:30 - loss: 392.2190 - logits_profile_predictions_loss: 390.1949 - logcount_predictions_loss: 0.1659 461/2388 [====>.........................] - ETA: 4:30 - loss: 392.2212 - logits_profile_predictions_loss: 390.1971 - logcount_predictions_loss: 0.1659 462/2388 [====>.........................] - ETA: 4:29 - loss: 392.2231 - logits_profile_predictions_loss: 390.1990 - logcount_predictions_loss: 0.1659 463/2388 [====>.........................] - ETA: 4:29 - loss: 392.2250 - logits_profile_predictions_loss: 390.2010 - logcount_predictions_loss: 0.1659 464/2388 [====>.........................] - ETA: 4:29 - loss: 392.2269 - 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[=====>........................] - ETA: 4:21 - loss: 392.3831 - logits_profile_predictions_loss: 390.3611 - logcount_predictions_loss: 0.1657 524/2388 [=====>........................] - ETA: 4:21 - loss: 392.3854 - logits_profile_predictions_loss: 390.3634 - logcount_predictions_loss: 0.1657 525/2388 [=====>........................] - ETA: 4:21 - loss: 392.3876 - logits_profile_predictions_loss: 390.3656 - logcount_predictions_loss: 0.1657 526/2388 [=====>........................] - ETA: 4:21 - loss: 392.3898 - logits_profile_predictions_loss: 390.3679 - logcount_predictions_loss: 0.1657 527/2388 [=====>........................] - ETA: 4:20 - loss: 392.3920 - logits_profile_predictions_loss: 390.3701 - logcount_predictions_loss: 0.1657 528/2388 [=====>........................] - ETA: 4:20 - loss: 392.3941 - logits_profile_predictions_loss: 390.3723 - logcount_predictions_loss: 0.1657 529/2388 [=====>........................] - ETA: 4:20 - loss: 392.3964 - 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[=====>........................] - ETA: 4:19 - loss: 392.4119 - logits_profile_predictions_loss: 390.3903 - logcount_predictions_loss: 0.1657 537/2388 [=====>........................] - ETA: 4:19 - loss: 392.4144 - logits_profile_predictions_loss: 390.3928 - logcount_predictions_loss: 0.1657 538/2388 [=====>........................] - ETA: 4:19 - loss: 392.4170 - logits_profile_predictions_loss: 390.3955 - logcount_predictions_loss: 0.1657 539/2388 [=====>........................] - ETA: 4:19 - loss: 392.4196 - logits_profile_predictions_loss: 390.3982 - logcount_predictions_loss: 0.1657 540/2388 [=====>........................] - ETA: 4:19 - loss: 392.4220 - logits_profile_predictions_loss: 390.4006 - logcount_predictions_loss: 0.1657 541/2388 [=====>........................] - ETA: 4:18 - loss: 392.4242 - logits_profile_predictions_loss: 390.4028 - logcount_predictions_loss: 0.1657 542/2388 [=====>........................] - ETA: 4:18 - loss: 392.4266 - 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[=====>........................] - ETA: 4:17 - loss: 392.4412 - logits_profile_predictions_loss: 390.4200 - logcount_predictions_loss: 0.1657 550/2388 [=====>........................] - ETA: 4:17 - loss: 392.4429 - logits_profile_predictions_loss: 390.4218 - logcount_predictions_loss: 0.1657 551/2388 [=====>........................] - ETA: 4:17 - loss: 392.4445 - logits_profile_predictions_loss: 390.4234 - logcount_predictions_loss: 0.1657 552/2388 [=====>........................] - ETA: 4:17 - loss: 392.4462 - logits_profile_predictions_loss: 390.4250 - logcount_predictions_loss: 0.1657 553/2388 [=====>........................] - ETA: 4:17 - loss: 392.4477 - logits_profile_predictions_loss: 390.4265 - logcount_predictions_loss: 0.1657 554/2388 [=====>........................] - ETA: 4:17 - loss: 392.4492 - logits_profile_predictions_loss: 390.4281 - logcount_predictions_loss: 0.1657 555/2388 [=====>........................] - ETA: 4:17 - loss: 392.4506 - 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[============================>.] - ETA: 0s - loss: 392.6257 - logits_profile_predictions_loss: 390.6185 - logcount_predictions_loss: 0.1645 2384/2388 [============================>.] - ETA: 0s - loss: 392.6256 - logits_profile_predictions_loss: 390.6185 - logcount_predictions_loss: 0.1645 2385/2388 [============================>.] - ETA: 0s - loss: 392.6256 - logits_profile_predictions_loss: 390.6185 - logcount_predictions_loss: 0.1645 2386/2388 [============================>.] - ETA: 0s - loss: 392.6256 - logits_profile_predictions_loss: 390.6185 - logcount_predictions_loss: 0.1645 2387/2388 [============================>.] - ETA: 0s - loss: 392.6256 - logits_profile_predictions_loss: 390.6185 - logcount_predictions_loss: 0.1645 2388/2388 [==============================] - ETA: 0s - loss: 392.6256 - logits_profile_predictions_loss: 390.6185 - logcount_predictions_loss: 0.1645 2388/2388 [==============================] - 354s 148ms/step - loss: 392.6256 - logits_profile_predictions_loss: 390.6185 - logcount_predictions_loss: 0.1645 - val_loss: 462.7841 - val_logits_profile_predictions_loss: 460.6028 - val_logcount_predictions_loss: 0.1788 Epoch 00013: val_loss did not improve from 460.54831 Epoch 14/50 1/2388 [..............................] - ETA: 6:14 - loss: 368.6429 - logits_profile_predictions_loss: 367.1307 - logcount_predictions_loss: 0.1240 2/2388 [..............................] - ETA: 5:43 - loss: 379.2982 - logits_profile_predictions_loss: 377.8651 - logcount_predictions_loss: 0.1175 3/2388 [..............................] - ETA: 5:38 - loss: 378.6392 - logits_profile_predictions_loss: 377.1186 - logcount_predictions_loss: 0.1246 4/2388 [..............................] - ETA: 5:36 - loss: 378.3986 - logits_profile_predictions_loss: 376.8262 - logcount_predictions_loss: 0.1289 5/2388 [..............................] - ETA: 5:35 - loss: 379.5099 - logits_profile_predictions_loss: 377.9055 - logcount_predictions_loss: 0.1315 6/2388 [..............................] - ETA: 5:34 - loss: 379.4076 - logits_profile_predictions_loss: 377.7508 - logcount_predictions_loss: 0.1358 7/2388 [..............................] - ETA: 5:34 - loss: 378.0684 - logits_profile_predictions_loss: 376.3738 - logcount_predictions_loss: 0.1389 8/2388 [..............................] - ETA: 5:34 - loss: 377.0700 - logits_profile_predictions_loss: 375.3331 - logcount_predictions_loss: 0.1424 9/2388 [..............................] - ETA: 5:33 - loss: 376.9434 - logits_profile_predictions_loss: 375.1721 - logcount_predictions_loss: 0.1452 10/2388 [..............................] - ETA: 5:33 - loss: 376.9560 - logits_profile_predictions_loss: 375.1423 - logcount_predictions_loss: 0.1487 11/2388 [..............................] - ETA: 5:33 - loss: 376.9194 - logits_profile_predictions_loss: 375.0590 - logcount_predictions_loss: 0.1525 12/2388 [..............................] - ETA: 5:33 - loss: 376.8062 - logits_profile_predictions_loss: 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[====>.........................] - ETA: 4:37 - loss: 387.9269 - logits_profile_predictions_loss: 385.9103 - logcount_predictions_loss: 0.1653 405/2388 [====>.........................] - ETA: 4:37 - loss: 387.9300 - logits_profile_predictions_loss: 385.9135 - logcount_predictions_loss: 0.1653 406/2388 [====>.........................] - ETA: 4:37 - loss: 387.9331 - logits_profile_predictions_loss: 385.9165 - logcount_predictions_loss: 0.1653 407/2388 [====>.........................] - ETA: 4:37 - loss: 387.9361 - logits_profile_predictions_loss: 385.9195 - logcount_predictions_loss: 0.1653 408/2388 [====>.........................] - ETA: 4:37 - loss: 387.9388 - logits_profile_predictions_loss: 385.9223 - logcount_predictions_loss: 0.1653 409/2388 [====>.........................] - ETA: 4:37 - loss: 387.9415 - logits_profile_predictions_loss: 385.9249 - logcount_predictions_loss: 0.1653 410/2388 [====>.........................] - ETA: 4:36 - loss: 387.9445 - 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logits_profile_predictions_loss: 385.9642 - logcount_predictions_loss: 0.1653 424/2388 [====>.........................] - ETA: 4:34 - loss: 387.9830 - logits_profile_predictions_loss: 385.9669 - logcount_predictions_loss: 0.1653 425/2388 [====>.........................] - ETA: 4:34 - loss: 387.9857 - logits_profile_predictions_loss: 385.9696 - logcount_predictions_loss: 0.1653 426/2388 [====>.........................] - ETA: 4:34 - loss: 387.9885 - logits_profile_predictions_loss: 385.9724 - logcount_predictions_loss: 0.1653 427/2388 [====>.........................] - ETA: 4:34 - loss: 387.9915 - logits_profile_predictions_loss: 385.9755 - logcount_predictions_loss: 0.1653 428/2388 [====>.........................] - ETA: 4:34 - loss: 387.9945 - logits_profile_predictions_loss: 385.9785 - logcount_predictions_loss: 0.1653 429/2388 [====>.........................] - ETA: 4:34 - loss: 387.9974 - logits_profile_predictions_loss: 385.9814 - logcount_predictions_loss: 0.1653 430/2388 [====>.........................] - ETA: 4:34 - loss: 388.0003 - logits_profile_predictions_loss: 385.9843 - logcount_predictions_loss: 0.1652 431/2388 [====>.........................] - ETA: 4:33 - loss: 388.0030 - logits_profile_predictions_loss: 385.9871 - logcount_predictions_loss: 0.1652 432/2388 [====>.........................] - ETA: 4:33 - loss: 388.0058 - logits_profile_predictions_loss: 385.9899 - logcount_predictions_loss: 0.1652 433/2388 [====>.........................] - ETA: 4:33 - loss: 388.0085 - logits_profile_predictions_loss: 385.9926 - logcount_predictions_loss: 0.1652 434/2388 [====>.........................] - ETA: 4:33 - loss: 388.0112 - logits_profile_predictions_loss: 385.9954 - logcount_predictions_loss: 0.1652 435/2388 [====>.........................] - ETA: 4:33 - loss: 388.0143 - logits_profile_predictions_loss: 385.9985 - logcount_predictions_loss: 0.1652 436/2388 [====>.........................] - ETA: 4:33 - loss: 388.0175 - logits_profile_predictions_loss: 386.0018 - logcount_predictions_loss: 0.1652 437/2388 [====>.........................] - ETA: 4:33 - loss: 388.0206 - logits_profile_predictions_loss: 386.0049 - logcount_predictions_loss: 0.1652 438/2388 [====>.........................] - ETA: 4:32 - loss: 388.0241 - logits_profile_predictions_loss: 386.0085 - logcount_predictions_loss: 0.1652 439/2388 [====>.........................] - ETA: 4:32 - loss: 388.0277 - logits_profile_predictions_loss: 386.0121 - logcount_predictions_loss: 0.1652 440/2388 [====>.........................] - ETA: 4:32 - loss: 388.0315 - logits_profile_predictions_loss: 386.0159 - logcount_predictions_loss: 0.1652 441/2388 [====>.........................] - ETA: 4:32 - loss: 388.0353 - logits_profile_predictions_loss: 386.0197 - logcount_predictions_loss: 0.1652 442/2388 [====>.........................] - ETA: 4:32 - loss: 388.0390 - logits_profile_predictions_loss: 386.0235 - logcount_predictions_loss: 0.1652 443/2388 [====>.........................] - ETA: 4:32 - loss: 388.0426 - logits_profile_predictions_loss: 386.0271 - logcount_predictions_loss: 0.1652 444/2388 [====>.........................] - ETA: 4:32 - loss: 388.0460 - logits_profile_predictions_loss: 386.0306 - logcount_predictions_loss: 0.1652 445/2388 [====>.........................] - ETA: 4:32 - loss: 388.0494 - logits_profile_predictions_loss: 386.0340 - logcount_predictions_loss: 0.1652 446/2388 [====>.........................] - ETA: 4:31 - loss: 388.0527 - logits_profile_predictions_loss: 386.0373 - logcount_predictions_loss: 0.1652 447/2388 [====>.........................] - ETA: 4:31 - loss: 388.0566 - logits_profile_predictions_loss: 386.0413 - logcount_predictions_loss: 0.1652 448/2388 [====>.........................] - ETA: 4:31 - loss: 388.0607 - logits_profile_predictions_loss: 386.0454 - logcount_predictions_loss: 0.1652 449/2388 [====>.........................] - ETA: 4:31 - loss: 388.0653 - logits_profile_predictions_loss: 386.0500 - logcount_predictions_loss: 0.1652 450/2388 [====>.........................] - ETA: 4:31 - loss: 388.0697 - logits_profile_predictions_loss: 386.0545 - logcount_predictions_loss: 0.1652 451/2388 [====>.........................] - ETA: 4:31 - loss: 388.0742 - logits_profile_predictions_loss: 386.0589 - logcount_predictions_loss: 0.1652 452/2388 [====>.........................] - ETA: 4:31 - loss: 388.0787 - logits_profile_predictions_loss: 386.0635 - logcount_predictions_loss: 0.1652 453/2388 [====>.........................] - ETA: 4:30 - loss: 388.0832 - logits_profile_predictions_loss: 386.0680 - logcount_predictions_loss: 0.1652 454/2388 [====>.........................] - ETA: 4:30 - loss: 388.0878 - logits_profile_predictions_loss: 386.0727 - logcount_predictions_loss: 0.1652 455/2388 [====>.........................] - ETA: 4:30 - loss: 388.0923 - logits_profile_predictions_loss: 386.0771 - logcount_predictions_loss: 0.1652 456/2388 [====>.........................] - ETA: 4:30 - loss: 388.0966 - logits_profile_predictions_loss: 386.0815 - logcount_predictions_loss: 0.1652 457/2388 [====>.........................] - ETA: 4:30 - loss: 388.1008 - logits_profile_predictions_loss: 386.0858 - logcount_predictions_loss: 0.1652 458/2388 [====>.........................] - ETA: 4:30 - loss: 388.1049 - logits_profile_predictions_loss: 386.0899 - logcount_predictions_loss: 0.1652 459/2388 [====>.........................] - ETA: 4:30 - loss: 388.1090 - logits_profile_predictions_loss: 386.0940 - logcount_predictions_loss: 0.1652 460/2388 [====>.........................] - ETA: 4:29 - loss: 388.1130 - logits_profile_predictions_loss: 386.0981 - logcount_predictions_loss: 0.1652 461/2388 [====>.........................] - ETA: 4:29 - loss: 388.1171 - logits_profile_predictions_loss: 386.1022 - logcount_predictions_loss: 0.1652 462/2388 [====>.........................] - ETA: 4:29 - loss: 388.1211 - 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[====>.........................] - ETA: 4:28 - loss: 388.1481 - logits_profile_predictions_loss: 386.1335 - logcount_predictions_loss: 0.1651 470/2388 [====>.........................] - ETA: 4:28 - loss: 388.1519 - logits_profile_predictions_loss: 386.1372 - logcount_predictions_loss: 0.1651 471/2388 [====>.........................] - ETA: 4:28 - loss: 388.1557 - logits_profile_predictions_loss: 386.1411 - logcount_predictions_loss: 0.1651 472/2388 [====>.........................] - ETA: 4:28 - loss: 388.1594 - logits_profile_predictions_loss: 386.1448 - logcount_predictions_loss: 0.1651 473/2388 [====>.........................] - ETA: 4:28 - loss: 388.1631 - logits_profile_predictions_loss: 386.1486 - logcount_predictions_loss: 0.1651 474/2388 [====>.........................] - ETA: 4:28 - loss: 388.1668 - logits_profile_predictions_loss: 386.1523 - logcount_predictions_loss: 0.1651 475/2388 [====>.........................] - ETA: 4:27 - loss: 388.1702 - logits_profile_predictions_loss: 386.1558 - logcount_predictions_loss: 0.1651 476/2388 [====>.........................] - ETA: 4:27 - loss: 388.1737 - logits_profile_predictions_loss: 386.1593 - logcount_predictions_loss: 0.1651 477/2388 [====>.........................] - ETA: 4:27 - loss: 388.1772 - logits_profile_predictions_loss: 386.1628 - logcount_predictions_loss: 0.1651 478/2388 [=====>........................] - ETA: 4:27 - loss: 388.1809 - logits_profile_predictions_loss: 386.1666 - logcount_predictions_loss: 0.1651 479/2388 [=====>........................] - ETA: 4:27 - loss: 388.1846 - logits_profile_predictions_loss: 386.1704 - logcount_predictions_loss: 0.1651 480/2388 [=====>........................] - ETA: 4:27 - loss: 388.1882 - logits_profile_predictions_loss: 386.1740 - logcount_predictions_loss: 0.1651 481/2388 [=====>........................] - ETA: 4:27 - loss: 388.1920 - logits_profile_predictions_loss: 386.1778 - logcount_predictions_loss: 0.1651 482/2388 [=====>........................] - ETA: 4:26 - loss: 388.1957 - logits_profile_predictions_loss: 386.1816 - logcount_predictions_loss: 0.1651 483/2388 [=====>........................] - ETA: 4:26 - loss: 388.1993 - logits_profile_predictions_loss: 386.1852 - logcount_predictions_loss: 0.1651 484/2388 [=====>........................] - ETA: 4:26 - loss: 388.2026 - logits_profile_predictions_loss: 386.1886 - logcount_predictions_loss: 0.1651 485/2388 [=====>........................] - ETA: 4:26 - loss: 388.2060 - logits_profile_predictions_loss: 386.1920 - logcount_predictions_loss: 0.1651 486/2388 [=====>........................] - ETA: 4:26 - loss: 388.2092 - logits_profile_predictions_loss: 386.1953 - logcount_predictions_loss: 0.1651 487/2388 [=====>........................] - ETA: 4:26 - loss: 388.2123 - logits_profile_predictions_loss: 386.1985 - logcount_predictions_loss: 0.1651 488/2388 [=====>........................] - ETA: 4:26 - loss: 388.2158 - 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[=====>........................] - ETA: 4:25 - loss: 388.2422 - logits_profile_predictions_loss: 386.2288 - logcount_predictions_loss: 0.1650 496/2388 [=====>........................] - ETA: 4:24 - loss: 388.2459 - logits_profile_predictions_loss: 386.2326 - logcount_predictions_loss: 0.1650 497/2388 [=====>........................] - ETA: 4:24 - loss: 388.2497 - logits_profile_predictions_loss: 386.2365 - logcount_predictions_loss: 0.1650 498/2388 [=====>........................] - ETA: 4:24 - loss: 388.2536 - logits_profile_predictions_loss: 386.2404 - logcount_predictions_loss: 0.1650 499/2388 [=====>........................] - ETA: 4:24 - loss: 388.2576 - logits_profile_predictions_loss: 386.2445 - logcount_predictions_loss: 0.1650 500/2388 [=====>........................] - ETA: 4:24 - loss: 388.2613 - logits_profile_predictions_loss: 386.2483 - logcount_predictions_loss: 0.1650 501/2388 [=====>........................] - ETA: 4:24 - loss: 388.2649 - logits_profile_predictions_loss: 386.2519 - logcount_predictions_loss: 0.1650 502/2388 [=====>........................] - ETA: 4:24 - loss: 388.2687 - logits_profile_predictions_loss: 386.2557 - logcount_predictions_loss: 0.1650 503/2388 [=====>........................] - ETA: 4:23 - loss: 388.2723 - logits_profile_predictions_loss: 386.2595 - logcount_predictions_loss: 0.1650 504/2388 [=====>........................] - ETA: 4:23 - loss: 388.2758 - logits_profile_predictions_loss: 386.2630 - logcount_predictions_loss: 0.1650 505/2388 [=====>........................] - ETA: 4:23 - loss: 388.2794 - logits_profile_predictions_loss: 386.2666 - logcount_predictions_loss: 0.1650 506/2388 [=====>........................] - ETA: 4:23 - loss: 388.2830 - logits_profile_predictions_loss: 386.2703 - logcount_predictions_loss: 0.1650 507/2388 [=====>........................] - ETA: 4:23 - loss: 388.2866 - logits_profile_predictions_loss: 386.2740 - logcount_predictions_loss: 0.1650 508/2388 [=====>........................] - ETA: 4:23 - loss: 388.2902 - logits_profile_predictions_loss: 386.2777 - logcount_predictions_loss: 0.1650 509/2388 [=====>........................] - ETA: 4:23 - loss: 388.2938 - logits_profile_predictions_loss: 386.2814 - logcount_predictions_loss: 0.1650 510/2388 [=====>........................] - ETA: 4:23 - loss: 388.2975 - logits_profile_predictions_loss: 386.2851 - logcount_predictions_loss: 0.1650 511/2388 [=====>........................] - ETA: 4:22 - loss: 388.3011 - logits_profile_predictions_loss: 386.2887 - logcount_predictions_loss: 0.1650 512/2388 [=====>........................] - ETA: 4:22 - loss: 388.3046 - logits_profile_predictions_loss: 386.2923 - logcount_predictions_loss: 0.1649 513/2388 [=====>........................] - ETA: 4:22 - loss: 388.3080 - logits_profile_predictions_loss: 386.2958 - logcount_predictions_loss: 0.1649 514/2388 [=====>........................] - ETA: 4:22 - loss: 388.3114 - 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[=====>........................] - ETA: 4:21 - loss: 388.3367 - logits_profile_predictions_loss: 386.3251 - logcount_predictions_loss: 0.1649 522/2388 [=====>........................] - ETA: 4:21 - loss: 388.3403 - logits_profile_predictions_loss: 386.3287 - logcount_predictions_loss: 0.1649 523/2388 [=====>........................] - ETA: 4:21 - loss: 388.3438 - logits_profile_predictions_loss: 386.3323 - logcount_predictions_loss: 0.1649 524/2388 [=====>........................] - ETA: 4:21 - loss: 388.3474 - logits_profile_predictions_loss: 386.3361 - logcount_predictions_loss: 0.1649 525/2388 [=====>........................] - ETA: 4:20 - loss: 388.3510 - logits_profile_predictions_loss: 386.3397 - logcount_predictions_loss: 0.1649 526/2388 [=====>........................] - ETA: 4:20 - loss: 388.3546 - logits_profile_predictions_loss: 386.3434 - logcount_predictions_loss: 0.1649 527/2388 [=====>........................] - ETA: 4:20 - loss: 388.3583 - 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[=====>........................] - ETA: 4:19 - loss: 388.3830 - logits_profile_predictions_loss: 386.3724 - logcount_predictions_loss: 0.1648 535/2388 [=====>........................] - ETA: 4:19 - loss: 388.3862 - logits_profile_predictions_loss: 386.3757 - logcount_predictions_loss: 0.1648 536/2388 [=====>........................] - ETA: 4:19 - loss: 388.3893 - logits_profile_predictions_loss: 386.3789 - logcount_predictions_loss: 0.1648 537/2388 [=====>........................] - ETA: 4:19 - loss: 388.3925 - logits_profile_predictions_loss: 386.3821 - logcount_predictions_loss: 0.1648 538/2388 [=====>........................] - ETA: 4:19 - loss: 388.3956 - logits_profile_predictions_loss: 386.3852 - logcount_predictions_loss: 0.1648 539/2388 [=====>........................] - ETA: 4:18 - loss: 388.3987 - logits_profile_predictions_loss: 386.3885 - logcount_predictions_loss: 0.1648 540/2388 [=====>........................] - ETA: 4:18 - loss: 388.4020 - 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[=====>........................] - ETA: 4:17 - loss: 388.4243 - logits_profile_predictions_loss: 386.4145 - logcount_predictions_loss: 0.1647 548/2388 [=====>........................] - ETA: 4:17 - loss: 388.4272 - logits_profile_predictions_loss: 386.4175 - logcount_predictions_loss: 0.1647 549/2388 [=====>........................] - ETA: 4:17 - loss: 388.4303 - logits_profile_predictions_loss: 386.4206 - logcount_predictions_loss: 0.1647 550/2388 [=====>........................] - ETA: 4:17 - loss: 388.4331 - logits_profile_predictions_loss: 386.4235 - logcount_predictions_loss: 0.1647 551/2388 [=====>........................] - ETA: 4:17 - loss: 388.4358 - logits_profile_predictions_loss: 386.4262 - logcount_predictions_loss: 0.1647 552/2388 [=====>........................] - ETA: 4:17 - loss: 388.4385 - logits_profile_predictions_loss: 386.4289 - logcount_predictions_loss: 0.1647 553/2388 [=====>........................] - ETA: 4:17 - loss: 388.4413 - 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[======>.......................] - ETA: 4:16 - loss: 388.4597 - logits_profile_predictions_loss: 386.4505 - logcount_predictions_loss: 0.1647 561/2388 [======>.......................] - ETA: 4:15 - loss: 388.4621 - logits_profile_predictions_loss: 386.4530 - logcount_predictions_loss: 0.1647 562/2388 [======>.......................] - ETA: 4:15 - loss: 388.4648 - logits_profile_predictions_loss: 386.4557 - logcount_predictions_loss: 0.1647 563/2388 [======>.......................] - ETA: 4:15 - loss: 388.4674 - logits_profile_predictions_loss: 386.4584 - logcount_predictions_loss: 0.1647 564/2388 [======>.......................] - ETA: 4:15 - loss: 388.4700 - logits_profile_predictions_loss: 386.4611 - logcount_predictions_loss: 0.1647 565/2388 [======>.......................] - ETA: 4:15 - loss: 388.4728 - logits_profile_predictions_loss: 386.4639 - logcount_predictions_loss: 0.1647 566/2388 [======>.......................] - ETA: 4:15 - loss: 388.4755 - 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388.2533 - logcount_predictions_loss: 0.1623 2388/2388 [==============================] - ETA: 0s - loss: 390.2339 - logits_profile_predictions_loss: 388.2536 - logcount_predictions_loss: 0.1623 2388/2388 [==============================] - 354s 148ms/step - loss: 390.2342 - logits_profile_predictions_loss: 388.2540 - logcount_predictions_loss: 0.1623 - val_loss: 463.2837 - val_logits_profile_predictions_loss: 461.0608 - val_logcount_predictions_loss: 0.1822 Epoch 00014: val_loss did not improve from 460.54831 Restoring model weights from the end of the best epoch. Epoch 00014: early stopping save model save model without bias 2022-10-16_17-51-01: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/predict.py \ --genome=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ --bigwig=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR924IHU//preprocessing/bigWigs/ENCSR924IHU.bigWig \ --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR924IHU//chrombppnet_model_encsr880cub_bias_fold_1//filtered.peaks.bed \ --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR924IHU//chrombppnet_model_encsr880cub_bias_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/DNASE/ENCSR924IHU//chrombppnet_model_encsr880cub_bias_fold_1//chrombpnet \ --batch_size=256 \ --model_h5=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR924IHU//chrombppnet_model_encsr880cub_bias_fold_1//chrombpnet.h5 got the model loading peaks... got split:test for bed regions:(41404, 10) loading nonpeaks... got split:test for bed regions:(40336, 10) 0/320 100/320 200/320 300/320 2022-10-16_17-54-44: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/predict.py \ --genome=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ --bigwig=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR924IHU//preprocessing/bigWigs/ENCSR924IHU.bigWig \ --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR924IHU//chrombppnet_model_encsr880cub_bias_fold_1//filtered.peaks.bed \ --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR924IHU//chrombppnet_model_encsr880cub_bias_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/DNASE/ENCSR924IHU//chrombppnet_model_encsr880cub_bias_fold_1//chrombpnet_wo_bias \ --batch_size=256 \ --model_h5=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR924IHU//chrombppnet_model_encsr880cub_bias_fold_1//chrombpnet_wo_bias.h5 got the model loading peaks... got split:test for bed regions:(41404, 10) loading nonpeaks... got split:test for bed regions:(40336, 10) 0/320 100/320 200/320 300/320 2022-10-16_17-57-53: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/predict.py \ --genome=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ --bigwig=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR924IHU//preprocessing/bigWigs/ENCSR924IHU.bigWig \ --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR924IHU//chrombppnet_model_encsr880cub_bias_fold_1//filtered.peaks.bed \ --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR924IHU//chrombppnet_model_encsr880cub_bias_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/DNASE/ENCSR924IHU//chrombppnet_model_encsr880cub_bias_fold_1//bias \ --batch_size=256 \ --model_h5=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR924IHU//chrombppnet_model_encsr880cub_bias_fold_1//bias_model_scaled.h5 got the model loading peaks... got split:test for bed regions:(41404, 10) loading nonpeaks... got split:test for bed regions:(40336, 10) 0/320 100/320 200/320 300/320 2022-10-16_18-00-04: mkdir /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR924IHU//chrombppnet_model_encsr880cub_bias_fold_1//footprints 2022-10-16_18-00-04: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/evaluation/marginal_footprints/marginal_footprinting.py \ -g /scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ -r /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR924IHU//chrombppnet_model_encsr880cub_bias_fold_1//filtered.nonpeaks.bed \ -chr chr1 \ -m /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR924IHU//chrombppnet_model_encsr880cub_bias_fold_1//chrombpnet_wo_bias.h5 \ -bs 512 \ -o /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR924IHU//chrombppnet_model_encsr880cub_bias_fold_1//footprints/corrected \ -pwm_f src/evaluation/marginal_footprints/motif_to_pwm.tsv \ -mo dnase_1,dnase_2 MOTIF_NAME MOTIF_PWM_FWD 0 tn5_1 GCACAGTACAGAGCTG 1 tn5_2 GTGCACAGTTCTAGAGTGTGCAG 2 tn5_3 CCTCTACACTGTGCAGAA 3 tn5_4 GCACAGTTCTAGACTGTGCAG 4 tn5_5 CTGCACAGTGTAGAGTTGTGC 5 dnase_1 TTTACAAGTCCA 6 dnase_2 TGTACTTACGAA 7 NRF1 GCGCATGCGC 8 AP1 CGATATGACTCATCCC 9 CTCF TTGGCCACTAGGGGGCGCTAT 10 ETS CCGAAAGCGGAAGTGAGAC 11 SP1 AAGGGGGCGGGGCCTAA 12 RUNX CCCTAACCACAGCCC 13 NFKB GCAAGGGAAATTCCCCAGG 14 GATA+TAL GGCTGGGGGGGGCAGATAAGGCC 15 TAL GGCTGGG 16 NFYB CCAGCCAATCAGAGC 17 GABPA GAAACCGGAAGTGGCC 18 BACH1+MAFK AACTGCTGAGTCATCCCG 19 NRF1 CCCCGCGCATGCGCAGTGC 20 HNF4G CCGTTGGACTTTGGACCCTG got the model Model: "model_1" __________________________________________________________________________________________________ Layer (type) Output Shape Param # Connected to ================================================================================================== sequence (InputLayer) [(None, 2114, 4)] 0 __________________________________________________________________________________________________ wo_bias_bpnet_1st_conv (Conv1D) (None, 2094, 512) 43520 sequence[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_1conv (Conv1D) (None, 2090, 512) 786944 wo_bias_bpnet_1st_conv[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_1crop (Cropping1D (None, 2090, 512) 0 wo_bias_bpnet_1st_conv[0][0] __________________________________________________________________________________________________ add (Add) (None, 2090, 512) 0 wo_bias_bpnet_1conv[0][0] wo_bias_bpnet_1crop[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_2conv (Conv1D) (None, 2082, 512) 786944 add[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_2crop (Cropping1D (None, 2082, 512) 0 add[0][0] __________________________________________________________________________________________________ add_1 (Add) (None, 2082, 512) 0 wo_bias_bpnet_2conv[0][0] wo_bias_bpnet_2crop[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_3conv (Conv1D) (None, 2066, 512) 786944 add_1[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_3crop (Cropping1D (None, 2066, 512) 0 add_1[0][0] __________________________________________________________________________________________________ add_2 (Add) (None, 2066, 512) 0 wo_bias_bpnet_3conv[0][0] wo_bias_bpnet_3crop[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_4conv (Conv1D) (None, 2034, 512) 786944 add_2[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_4crop (Cropping1D (None, 2034, 512) 0 add_2[0][0] __________________________________________________________________________________________________ add_3 (Add) (None, 2034, 512) 0 wo_bias_bpnet_4conv[0][0] wo_bias_bpnet_4crop[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_5conv (Conv1D) (None, 1970, 512) 786944 add_3[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_5crop (Cropping1D (None, 1970, 512) 0 add_3[0][0] __________________________________________________________________________________________________ add_4 (Add) (None, 1970, 512) 0 wo_bias_bpnet_5conv[0][0] wo_bias_bpnet_5crop[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_6conv (Conv1D) (None, 1842, 512) 786944 add_4[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_6crop (Cropping1D (None, 1842, 512) 0 add_4[0][0] __________________________________________________________________________________________________ add_5 (Add) (None, 1842, 512) 0 wo_bias_bpnet_6conv[0][0] wo_bias_bpnet_6crop[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_7conv (Conv1D) (None, 1586, 512) 786944 add_5[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_7crop (Cropping1D (None, 1586, 512) 0 add_5[0][0] __________________________________________________________________________________________________ add_6 (Add) (None, 1586, 512) 0 wo_bias_bpnet_7conv[0][0] wo_bias_bpnet_7crop[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_8conv (Conv1D) (None, 1074, 512) 786944 add_6[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_8crop (Cropping1D (None, 1074, 512) 0 add_6[0][0] __________________________________________________________________________________________________ add_7 (Add) (None, 1074, 512) 0 wo_bias_bpnet_8conv[0][0] wo_bias_bpnet_8crop[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_prof_out_precrop (None, 1000, 1) 38401 add_7[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_logitt_before_fla (None, 1000, 1) 0 wo_bias_bpnet_prof_out_precrop[0] __________________________________________________________________________________________________ gap (GlobalAveragePooling1D) (None, 512) 0 add_7[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_logits_profile_pr (None, 1000) 0 wo_bias_bpnet_logitt_before_flatt __________________________________________________________________________________________________ wo_bias_bpnet_logcount_predicti (None, 1) 513 gap[0][0] ================================================================================================== Total params: 6,377,986 Trainable params: 6,377,986 Non-trainable params: 0 __________________________________________________________________________________________________ inferred model inputlen: 2114 inferred model outputlen: 1000 inserting motif: dnase_1 TTTACAAGTCCA 1/34 [..............................] - ETA: 3:27 3/34 [=>............................] - ETA: 9s  4/34 [==>...........................] - ETA: 12s 5/34 [===>..........................] - ETA: 13s 6/34 [====>.........................] - ETA: 14s 7/34 [=====>........................] - ETA: 14s 8/34 [======>.......................] - ETA: 13s 9/34 [======>.......................] - ETA: 13s 10/34 [=======>......................] - ETA: 13s 11/34 [========>.....................] - ETA: 12s 12/34 [=========>....................] - ETA: 12s 13/34 [==========>...................] - ETA: 12s 14/34 [===========>..................] - ETA: 11s 15/34 [============>.................] - ETA: 11s 16/34 [=============>................] - ETA: 10s 17/34 [==============>...............] - ETA: 9s  18/34 [==============>...............] - ETA: 9s 19/34 [===============>..............] - ETA: 8s 20/34 [================>.............] - ETA: 8s 21/34 [=================>............] - ETA: 7s 22/34 [==================>...........] - ETA: 7s 23/34 [===================>..........] - ETA: 6s 24/34 [====================>.........] - ETA: 5s 25/34 [=====================>........] - ETA: 5s 26/34 [=====================>........] - ETA: 4s 27/34 [======================>.......] - ETA: 4s 28/34 [=======================>......] - ETA: 3s 29/34 [========================>.....] - ETA: 3s 30/34 [=========================>....] - ETA: 2s 31/34 [==========================>...] - ETA: 1s 32/34 [===========================>..] - ETA: 1s 33/34 [============================>.] - ETA: 0s 34/34 [==============================] - ETA: 0s 34/34 [==============================] - 30s 720ms/step 1/34 [..............................] - ETA: 0s 2/34 [>.............................] - ETA: 19s 3/34 [=>............................] - ETA: 19s 4/34 [==>...........................] - ETA: 18s 5/34 [===>..........................] - ETA: 18s 6/34 [====>.........................] - ETA: 17s 7/34 [=====>........................] - ETA: 16s 8/34 [======>.......................] - ETA: 16s 9/34 [======>.......................] - ETA: 15s 10/34 [=======>......................] - ETA: 14s 11/34 [========>.....................] - ETA: 14s 12/34 [=========>....................] - ETA: 13s 13/34 [==========>...................] - ETA: 13s 14/34 [===========>..................] - ETA: 12s 15/34 [============>.................] - ETA: 11s 16/34 [=============>................] - ETA: 11s 17/34 [==============>...............] - ETA: 10s 18/34 [==============>...............] - ETA: 9s  19/34 [===============>..............] - ETA: 9s 20/34 [================>.............] - ETA: 8s 21/34 [=================>............] - ETA: 8s 22/34 [==================>...........] - ETA: 7s 23/34 [===================>..........] - ETA: 6s 24/34 [====================>.........] - ETA: 6s 25/34 [=====================>........] - ETA: 5s 26/34 [=====================>........] - ETA: 4s 27/34 [======================>.......] - ETA: 4s 28/34 [=======================>......] - ETA: 3s 29/34 [========================>.....] - ETA: 3s 30/34 [=========================>....] - ETA: 2s 31/34 [==========================>...] - ETA: 1s 32/34 [===========================>..] - ETA: 1s 33/34 [============================>.] - ETA: 0s 34/34 [==============================] - ETA: 0s 34/34 [==============================] - 21s 635ms/step inserting motif: dnase_2 TGTACTTACGAA 1/34 [..............................] - ETA: 0s 2/34 [>.............................] - ETA: 19s 3/34 [=>............................] - ETA: 19s 4/34 [==>...........................] - ETA: 18s 5/34 [===>..........................] - ETA: 18s 6/34 [====>.........................] - ETA: 17s 7/34 [=====>........................] - ETA: 16s 8/34 [======>.......................] - ETA: 16s 9/34 [======>.......................] - ETA: 15s 10/34 [=======>......................] - ETA: 14s 11/34 [========>.....................] - ETA: 14s 12/34 [=========>....................] - ETA: 13s 13/34 [==========>...................] - ETA: 13s 14/34 [===========>..................] - ETA: 12s 15/34 [============>.................] - ETA: 11s 16/34 [=============>................] - ETA: 11s 17/34 [==============>...............] - ETA: 10s 18/34 [==============>...............] - ETA: 9s  19/34 [===============>..............] - ETA: 9s 20/34 [================>.............] - ETA: 8s 21/34 [=================>............] - ETA: 8s 22/34 [==================>...........] - ETA: 7s 23/34 [===================>..........] - ETA: 6s 24/34 [====================>.........] - ETA: 6s 25/34 [=====================>........] - ETA: 5s 26/34 [=====================>........] - ETA: 4s 27/34 [======================>.......] - ETA: 4s 28/34 [=======================>......] - ETA: 3s 29/34 [========================>.....] - ETA: 3s 30/34 [=========================>....] - ETA: 2s 31/34 [==========================>...] - ETA: 1s 32/34 [===========================>..] - ETA: 1s 33/34 [============================>.] - ETA: 0s 34/34 [==============================] - ETA: 0s 34/34 [==============================] - 21s 635ms/step 1/34 [..............................] - ETA: 0s 2/34 [>.............................] - ETA: 19s 3/34 [=>............................] - ETA: 19s 4/34 [==>...........................] - ETA: 18s 5/34 [===>..........................] - ETA: 18s 6/34 [====>.........................] - ETA: 17s 7/34 [=====>........................] - ETA: 16s 8/34 [======>.......................] - ETA: 16s 9/34 [======>.......................] - ETA: 15s 10/34 [=======>......................] - ETA: 14s 11/34 [========>.....................] - ETA: 14s 12/34 [=========>....................] - ETA: 13s 13/34 [==========>...................] - ETA: 13s 14/34 [===========>..................] - ETA: 12s 15/34 [============>.................] - ETA: 11s 16/34 [=============>................] - ETA: 11s 17/34 [==============>...............] - ETA: 10s 18/34 [==============>...............] - ETA: 9s  19/34 [===============>..............] - ETA: 9s 20/34 [================>.............] - ETA: 8s 21/34 [=================>............] - ETA: 8s 22/34 [==================>...........] - ETA: 7s 23/34 [===================>..........] - ETA: 6s 24/34 [====================>.........] - ETA: 6s 25/34 [=====================>........] - ETA: 5s 26/34 [=====================>........] - ETA: 4s 27/34 [======================>.......] - ETA: 4s 28/34 [=======================>......] - ETA: 3s 29/34 [========================>.....] - ETA: 3s 30/34 [=========================>....] - ETA: 2s 31/34 [==========================>...] - ETA: 1s 32/34 [===========================>..] - ETA: 1s 33/34 [============================>.] - ETA: 0s 34/34 [==============================] - ETA: 0s 34/34 [==============================] - 21s 634ms/step Saving marginal footprints 2022-10-16_18-01-59: mkdir /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR924IHU//chrombppnet_model_encsr880cub_bias_fold_1//footprints 2022-10-16_18-01-59: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/evaluation/marginal_footprints/marginal_footprinting.py \ -g /scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ -r /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR924IHU//chrombppnet_model_encsr880cub_bias_fold_1//filtered.nonpeaks.bed \ -chr chr1 \ -m /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR924IHU//chrombppnet_model_encsr880cub_bias_fold_1//bias_model_scaled.h5 \ -bs 512 \ -o /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR924IHU//chrombppnet_model_encsr880cub_bias_fold_1//footprints/bias \ -pwm_f src/evaluation/marginal_footprints/motif_to_pwm.tsv \ -mo dnase_1,dnase_2 MOTIF_NAME MOTIF_PWM_FWD 0 tn5_1 GCACAGTACAGAGCTG 1 tn5_2 GTGCACAGTTCTAGAGTGTGCAG 2 tn5_3 CCTCTACACTGTGCAGAA 3 tn5_4 GCACAGTTCTAGACTGTGCAG 4 tn5_5 CTGCACAGTGTAGAGTTGTGC 5 dnase_1 TTTACAAGTCCA 6 dnase_2 TGTACTTACGAA 7 NRF1 GCGCATGCGC 8 AP1 CGATATGACTCATCCC 9 CTCF TTGGCCACTAGGGGGCGCTAT 10 ETS CCGAAAGCGGAAGTGAGAC 11 SP1 AAGGGGGCGGGGCCTAA 12 RUNX CCCTAACCACAGCCC 13 NFKB GCAAGGGAAATTCCCCAGG 14 GATA+TAL GGCTGGGGGGGGCAGATAAGGCC 15 TAL GGCTGGG 16 NFYB CCAGCCAATCAGAGC 17 GABPA GAAACCGGAAGTGGCC 18 BACH1+MAFK AACTGCTGAGTCATCCCG 19 NRF1 CCCCGCGCATGCGCAGTGC 20 HNF4G CCGTTGGACTTTGGACCCTG got the model Model: "model" __________________________________________________________________________________________________ Layer (type) Output Shape Param # Connected to ================================================================================================== sequence (InputLayer) [(None, 2114, 4)] 0 __________________________________________________________________________________________________ bpnet_1st_conv (Conv1D) (None, 2094, 128) 10880 sequence[0][0] __________________________________________________________________________________________________ bpnet_1conv (Conv1D) (None, 2090, 128) 49280 bpnet_1st_conv[0][0] __________________________________________________________________________________________________ bpnet_1crop (Cropping1D) (None, 2090, 128) 0 bpnet_1st_conv[0][0] __________________________________________________________________________________________________ add (Add) (None, 2090, 128) 0 bpnet_1conv[0][0] bpnet_1crop[0][0] __________________________________________________________________________________________________ bpnet_2conv (Conv1D) (None, 2082, 128) 49280 add[0][0] __________________________________________________________________________________________________ bpnet_2crop (Cropping1D) (None, 2082, 128) 0 add[0][0] __________________________________________________________________________________________________ add_1 (Add) (None, 2082, 128) 0 bpnet_2conv[0][0] bpnet_2crop[0][0] __________________________________________________________________________________________________ bpnet_3conv (Conv1D) (None, 2066, 128) 49280 add_1[0][0] __________________________________________________________________________________________________ bpnet_3crop (Cropping1D) (None, 2066, 128) 0 add_1[0][0] __________________________________________________________________________________________________ add_2 (Add) (None, 2066, 128) 0 bpnet_3conv[0][0] bpnet_3crop[0][0] __________________________________________________________________________________________________ bpnet_4conv (Conv1D) (None, 2034, 128) 49280 add_2[0][0] __________________________________________________________________________________________________ bpnet_4crop (Cropping1D) (None, 2034, 128) 0 add_2[0][0] __________________________________________________________________________________________________ add_3 (Add) (None, 2034, 128) 0 bpnet_4conv[0][0] bpnet_4crop[0][0] __________________________________________________________________________________________________ prof_out_precrop (Conv1D) (None, 1960, 1) 9601 add_3[0][0] __________________________________________________________________________________________________ logits_profile_predictions_pref (None, 1000, 1) 0 prof_out_precrop[0][0] __________________________________________________________________________________________________ gap (GlobalAveragePooling1D) (None, 128) 0 add_3[0][0] __________________________________________________________________________________________________ logits_profile_predictions (Fla (None, 1000) 0 logits_profile_predictions_prefla __________________________________________________________________________________________________ logcount_predictions (Dense) (None, 1) 129 gap[0][0] ================================================================================================== Total params: 217,730 Trainable params: 217,730 Non-trainable params: 0 __________________________________________________________________________________________________ inferred model inputlen: 2114 inferred model outputlen: 1000 inserting motif: dnase_1 TTTACAAGTCCA 1/34 [..............................] - ETA: 1:31 3/34 [=>............................] - ETA: 0s  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: 0s 14/34 [===========>..................] - ETA: 0s 15/34 [============>.................] - ETA: 0s 16/34 [=============>................] - ETA: 0s 17/34 [==============>...............] - ETA: 0s 18/34 [==============>...............] - ETA: 0s 19/34 [===============>..............] - ETA: 0s 20/34 [================>.............] - ETA: 0s 21/34 [=================>............] - ETA: 0s 22/34 [==================>...........] - 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 [==============================] - 5s 63ms/step 1/34 [..............................] - ETA: 0s 2/34 [>.............................] - 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 11/34 [========>.....................] - ETA: 1s 13/34 [==========>...................] - ETA: 1s 14/34 [===========>..................] - ETA: 1s 16/34 [=============>................] - ETA: 0s 18/34 [==============>...............] - ETA: 0s 19/34 [===============>..............] - ETA: 0s 21/34 [=================>............] - ETA: 0s 22/34 [==================>...........] - ETA: 0s 24/34 [====================>.........] - ETA: 0s 25/34 [=====================>........] - ETA: 0s 26/34 [=====================>........] - ETA: 0s 28/34 [=======================>......] - ETA: 0s 30/34 [=========================>....] - ETA: 0s 31/34 [==========================>...] - ETA: 0s 32/34 [===========================>..] - ETA: 0s 33/34 [============================>.] - ETA: 0s 34/34 [==============================] - ETA: 0s 34/34 [==============================] - 2s 51ms/step inserting motif: dnase_2 TGTACTTACGAA 1/34 [..............................] - ETA: 0s 2/34 [>.............................] - ETA: 1s 4/34 [==>...........................] - ETA: 1s 6/34 [====>.........................] - ETA: 1s 7/34 [=====>........................] - ETA: 1s 8/34 [======>.......................] - ETA: 1s 10/34 [=======>......................] - ETA: 1s 11/34 [========>.....................] - ETA: 1s 13/34 [==========>...................] - ETA: 1s 14/34 [===========>..................] - ETA: 0s 15/34 [============>.................] - ETA: 0s 17/34 [==============>...............] - ETA: 0s 19/34 [===============>..............] - ETA: 0s 20/34 [================>.............] - ETA: 0s 21/34 [=================>............] - ETA: 0s 23/34 [===================>..........] - ETA: 0s 25/34 [=====================>........] - ETA: 0s 27/34 [======================>.......] - ETA: 0s 28/34 [=======================>......] - ETA: 0s 30/34 [=========================>....] - ETA: 0s 31/34 [==========================>...] - ETA: 0s 33/34 [============================>.] - ETA: 0s 34/34 [==============================] - 2s 51ms/step 1/34 [..............................] - ETA: 0s 3/34 [=>............................] - ETA: 1s 5/34 [===>..........................] - ETA: 1s 6/34 [====>.........................] - ETA: 1s 8/34 [======>.......................] - ETA: 1s 10/34 [=======>......................] - ETA: 1s 12/34 [=========>....................] - ETA: 1s 14/34 [===========>..................] - ETA: 1s 16/34 [=============>................] - ETA: 0s 17/34 [==============>...............] - ETA: 0s 19/34 [===============>..............] - ETA: 0s 20/34 [================>.............] - ETA: 0s 22/34 [==================>...........] - ETA: 0s 23/34 [===================>..........] - ETA: 0s 25/34 [=====================>........] - ETA: 0s 27/34 [======================>.......] - ETA: 0s 29/34 [========================>.....] - ETA: 0s 30/34 [=========================>....] - ETA: 0s 32/34 [===========================>..] - ETA: 0s 34/34 [==============================] - ETA: 0s 34/34 [==============================] - 2s 51ms/step Saving marginal footprints