DNase-seq DNASE_SE /scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_3.json Wed Jan 18 19:24:59 2023 +-----------------------------------------------------------------------------+ | 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 | 00000000:41:00.0 Off | 0 | | N/A 28C P0 63W / 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 2023-01-18_19-25-05: 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//ENCSR354SDH//preprocessing/bigWigs/ENCSR354SDH.bigWig \ --peaks=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR354SDH//preprocessing/downloads/peaks.bed.gz \ --nonpeaks=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR354SDH//negatives_data/negatives_with_summit.bed \ --outlier_threshold=0.99 \ --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_3.json \ --negative_sampling_ratio=0.1 \ --inputlen=2114 \ --outputlen=1000 \ --max_jitter=500 \ --filters=512 \ --n_dilation_layers=8 \ --bias_model_path=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/ENCSR283TME/fold_3/bias.h5 \ --output_dir=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR354SDH//chrombppnet_model_encsr283tme_bias_fold_3/ evaluating hyperparameters on the following chromosomes ['chr1', 'chr2', 'chr3', 'chr4', 'chr7', 'chr8', 'chr9', 'chr11', 'chr12', 'chr13', 'chr15', 'chr16', 'chr17', 'chr19', 'chrX', 'chrY', 'chr6', 'chr21'] Number of peaks input: 157207 Number of peaks filtered because the input/output is on the edge: 0 Number of peaks being used: 157207 Number of peaks input: 42793 Number of peaks filtered because the input/output is on the edge: 0 Number of peaks being used: 42793 Number of non peaks input: 160047 Number of non peaks filtered because the input/output is on the edge: 0 Number of non peaks being used: 160047 Number of non peaks input: 39952 Number of non peaks filtered because the input/output is on the edge: 0 Number of non peaks being used: 39952 Number of peaks after removing outliers: 155476 Number of nonpeaks after removing outliers: 139875 got the model Model: "model" __________________________________________________________________________________________________ Layer (type) Output Shape Param # Connected to ================================================================================================== sequence (InputLayer) [(None, 2114, 4)] 0 __________________________________________________________________________________________________ bpnet_1st_conv (Conv1D) (None, 2094, 128) 10880 sequence[0][0] __________________________________________________________________________________________________ bpnet_1conv (Conv1D) (None, 2090, 128) 49280 bpnet_1st_conv[0][0] __________________________________________________________________________________________________ bpnet_1crop (Cropping1D) (None, 2090, 128) 0 bpnet_1st_conv[0][0] __________________________________________________________________________________________________ add (Add) (None, 2090, 128) 0 bpnet_1conv[0][0] bpnet_1crop[0][0] __________________________________________________________________________________________________ bpnet_2conv (Conv1D) (None, 2082, 128) 49280 add[0][0] __________________________________________________________________________________________________ bpnet_2crop (Cropping1D) (None, 2082, 128) 0 add[0][0] __________________________________________________________________________________________________ add_1 (Add) (None, 2082, 128) 0 bpnet_2conv[0][0] bpnet_2crop[0][0] __________________________________________________________________________________________________ bpnet_3conv (Conv1D) (None, 2066, 128) 49280 add_1[0][0] __________________________________________________________________________________________________ bpnet_3crop (Cropping1D) (None, 2066, 128) 0 add_1[0][0] __________________________________________________________________________________________________ add_2 (Add) (None, 2066, 128) 0 bpnet_3conv[0][0] bpnet_3crop[0][0] __________________________________________________________________________________________________ bpnet_4conv (Conv1D) (None, 2034, 128) 49280 add_2[0][0] __________________________________________________________________________________________________ bpnet_4crop (Cropping1D) (None, 2034, 128) 0 add_2[0][0] __________________________________________________________________________________________________ add_3 (Add) (None, 2034, 128) 0 bpnet_4conv[0][0] bpnet_4crop[0][0] __________________________________________________________________________________________________ prof_out_precrop (Conv1D) (None, 1960, 1) 9601 add_3[0][0] __________________________________________________________________________________________________ logits_profile_predictions_pref (None, 1000, 1) 0 prof_out_precrop[0][0] __________________________________________________________________________________________________ gap (GlobalAveragePooling1D) (None, 128) 0 add_3[0][0] __________________________________________________________________________________________________ logits_profile_predictions (Fla (None, 1000) 0 logits_profile_predictions_prefla __________________________________________________________________________________________________ logcount_predictions (Dense) (None, 1) 129 gap[0][0] ================================================================================================== Total params: 217,730 Trainable params: 217,730 Non-trainable params: 0 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ETA: 0s 4195/4372 [===========================>..] - ETA: 0s 4207/4372 [===========================>..] - ETA: 0s 4219/4372 [===========================>..] - ETA: 0s 4231/4372 [============================>.] - ETA: 0s 4243/4372 [============================>.] - ETA: 0s 4255/4372 [============================>.] - ETA: 0s 4267/4372 [============================>.] - ETA: 0s 4279/4372 [============================>.] - ETA: 0s 4291/4372 [============================>.] - ETA: 0s 4303/4372 [============================>.] - ETA: 0s 4315/4372 [============================>.] - ETA: 0s 4327/4372 [============================>.] - ETA: 0s 4339/4372 [============================>.] - ETA: 0s 4351/4372 [============================>.] - ETA: 0s 4363/4372 [============================>.] - ETA: 0s 4372/4372 [==============================] - ETA: 0s 4372/4372 [==============================] - 26s 4ms/step 2023-01-18_20-15-53: 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//ENCSR354SDH//preprocessing/bigWigs/ENCSR354SDH.bigWig \ --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR354SDH//chrombppnet_model_encsr283tme_bias_fold_3//filtered.peaks.bed \ --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR354SDH//chrombppnet_model_encsr283tme_bias_fold_3//filtered.nonpeaks.bed \ --params=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR354SDH//chrombppnet_model_encsr283tme_bias_fold_3//chrombpnet_model_params.tsv \ --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR354SDH//chrombppnet_model_encsr283tme_bias_fold_3//chrombpnet \ --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_3.json \ --batch_size=64 \ --architecture_from_file=/home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/models/chrombpnet_with_bias_model.py \ --trackables logcount_predictions_loss loss logits_profile_predictions_loss val_logcount_predictions_loss val_loss val_logits_profile_predictions_loss {'counts_loss_weight': '9.0', 'filters': '512', 'n_dil_layers': '8', 'bias_model_path': '/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR354SDH//chrombppnet_model_encsr283tme_bias_fold_3/bias_model_scaled.h5', 'inputlen': '2114', 'outputlen': '1000', 'max_jitter': '500', 'chr_fold_path': '/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_3.json', 'negative_sampling_ratio': '0.1'} got the model loading peaks... got split:train for bed regions:(141377, 10) loading nonpeaks... got split:train for bed regions:(130061, 10) loading peaks... got split:valid for bed regions:(14099, 10) loading nonpeaks... got split:valid for bed regions:(9814, 10) Epoch 1/50 1/2430 [..............................] - ETA: 7:00:29 - loss: 747.4733 - logits_profile_predictions_loss: 720.0237 - logcount_predictions_loss: 3.0500 2/2430 [..............................] - ETA: 5:43 - loss: 667.7668 - logits_profile_predictions_loss: 644.3029 - logcount_predictions_loss: 2.6071  3/2430 [..............................] - ETA: 5:41 - loss: 639.1160 - logits_profile_predictions_loss: 617.2942 - logcount_predictions_loss: 2.4246 4/2430 [..............................] - ETA: 5:40 - loss: 873.4522 - logits_profile_predictions_loss: 594.2171 - logcount_predictions_loss: 31.0261 5/2430 [..............................] - ETA: 5:40 - loss: 975.0537 - logits_profile_predictions_loss: 582.5688 - logcount_predictions_loss: 43.6094 6/2430 [..............................] - ETA: 5:39 - loss: 1023.5616 - logits_profile_predictions_loss: 578.3207 - logcount_predictions_loss: 49.4712 7/2430 [..............................] - ETA: 5:39 - loss: 1043.2494 - logits_profile_predictions_loss: 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[..............................] - ETA: 5:33 - loss: 808.8881 - logits_profile_predictions_loss: 559.8192 - logcount_predictions_loss: 27.6743 48/2430 [..............................] - ETA: 5:33 - loss: 805.8129 - logits_profile_predictions_loss: 559.7233 - logcount_predictions_loss: 27.3433 49/2430 [..............................] - ETA: 5:33 - loss: 802.7996 - logits_profile_predictions_loss: 559.6036 - logcount_predictions_loss: 27.0218 50/2430 [..............................] - ETA: 5:33 - loss: 799.8458 - logits_profile_predictions_loss: 559.4623 - logcount_predictions_loss: 26.7093 51/2430 [..............................] - ETA: 5:33 - loss: 797.0077 - logits_profile_predictions_loss: 559.3568 - logcount_predictions_loss: 26.4057 52/2430 [..............................] - ETA: 5:33 - loss: 794.2824 - logits_profile_predictions_loss: 559.2879 - logcount_predictions_loss: 26.1105 53/2430 [..............................] - ETA: 5:32 - loss: 791.6315 - 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[..............................] - ETA: 5:31 - loss: 774.4872 - logits_profile_predictions_loss: 558.4082 - logcount_predictions_loss: 24.0088 61/2430 [..............................] - ETA: 5:31 - loss: 772.2666 - logits_profile_predictions_loss: 558.2944 - logcount_predictions_loss: 23.7747 62/2430 [..............................] - ETA: 5:31 - loss: 770.0909 - logits_profile_predictions_loss: 558.1755 - logcount_predictions_loss: 23.5462 63/2430 [..............................] - ETA: 5:31 - loss: 767.9874 - logits_profile_predictions_loss: 558.0792 - logcount_predictions_loss: 23.3231 64/2430 [..............................] - ETA: 5:31 - loss: 765.9190 - logits_profile_predictions_loss: 557.9721 - logcount_predictions_loss: 23.1052 65/2430 [..............................] - ETA: 5:31 - loss: 763.8942 - logits_profile_predictions_loss: 557.8638 - logcount_predictions_loss: 22.8923 66/2430 [..............................] - ETA: 5:31 - loss: 761.9133 - 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[..............................] - ETA: 5:30 - loss: 749.4308 - logits_profile_predictions_loss: 557.2733 - logcount_predictions_loss: 21.3508 74/2430 [..............................] - ETA: 5:30 - loss: 747.7992 - logits_profile_predictions_loss: 557.2147 - logcount_predictions_loss: 21.1761 75/2430 [..............................] - ETA: 5:29 - loss: 746.1885 - logits_profile_predictions_loss: 557.1456 - logcount_predictions_loss: 21.0048 76/2430 [..............................] - ETA: 5:29 - loss: 744.6070 - logits_profile_predictions_loss: 557.0749 - logcount_predictions_loss: 20.8369 77/2430 [..............................] - ETA: 5:29 - loss: 743.0629 - logits_profile_predictions_loss: 557.0112 - logcount_predictions_loss: 20.6724 78/2430 [..............................] - ETA: 5:29 - loss: 741.5690 - logits_profile_predictions_loss: 556.9674 - logcount_predictions_loss: 20.5113 79/2430 [..............................] - ETA: 5:29 - loss: 740.1096 - 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[>.............................] - ETA: 5:28 - loss: 730.4151 - logits_profile_predictions_loss: 556.4718 - logcount_predictions_loss: 19.3270 87/2430 [>.............................] - ETA: 5:28 - loss: 729.1216 - logits_profile_predictions_loss: 556.4033 - logcount_predictions_loss: 19.1909 88/2430 [>.............................] - ETA: 5:28 - loss: 727.8398 - logits_profile_predictions_loss: 556.3254 - logcount_predictions_loss: 19.0572 89/2430 [>.............................] - ETA: 5:27 - loss: 726.5904 - logits_profile_predictions_loss: 556.2582 - logcount_predictions_loss: 18.9258 90/2430 [>.............................] - ETA: 5:27 - loss: 725.3673 - logits_profile_predictions_loss: 556.1963 - logcount_predictions_loss: 18.7968 91/2430 [>.............................] - ETA: 5:27 - loss: 724.1777 - logits_profile_predictions_loss: 556.1474 - logcount_predictions_loss: 18.6700 92/2430 [>.............................] - ETA: 5:27 - loss: 723.0070 - 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[>.............................] - ETA: 5:24 - loss: 703.2121 - logits_profile_predictions_loss: 555.3223 - logcount_predictions_loss: 16.4322 113/2430 [>.............................] - ETA: 5:24 - loss: 702.3400 - logits_profile_predictions_loss: 555.2601 - logcount_predictions_loss: 16.3422 114/2430 [>.............................] - ETA: 5:24 - loss: 701.4743 - logits_profile_predictions_loss: 555.1932 - logcount_predictions_loss: 16.2535 115/2430 [>.............................] - ETA: 5:24 - loss: 700.6288 - logits_profile_predictions_loss: 555.1350 - logcount_predictions_loss: 16.1660 116/2430 [>.............................] - ETA: 5:23 - loss: 699.7933 - logits_profile_predictions_loss: 555.0761 - logcount_predictions_loss: 16.0797 117/2430 [>.............................] - ETA: 5:23 - loss: 698.9637 - logits_profile_predictions_loss: 555.0128 - logcount_predictions_loss: 15.9946 118/2430 [>.............................] - ETA: 5:23 - loss: 698.1392 - 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logits_profile_predictions_loss: 545.9472 - logcount_predictions_loss: 7.5858 405/2430 [====>.........................] - ETA: 4:54 - loss: 614.1171 - logits_profile_predictions_loss: 545.9394 - logcount_predictions_loss: 7.5753 406/2430 [====>.........................] - ETA: 4:54 - loss: 614.0148 - logits_profile_predictions_loss: 545.9315 - logcount_predictions_loss: 7.5648 407/2430 [====>.........................] - ETA: 4:54 - loss: 613.9131 - logits_profile_predictions_loss: 545.9236 - logcount_predictions_loss: 7.5544 408/2430 [====>.........................] - ETA: 4:53 - loss: 613.8117 - logits_profile_predictions_loss: 545.9158 - logcount_predictions_loss: 7.5440 409/2430 [====>.........................] - ETA: 4:53 - loss: 613.7108 - logits_profile_predictions_loss: 545.9079 - logcount_predictions_loss: 7.5337 410/2430 [====>.........................] - ETA: 4:53 - loss: 613.6104 - logits_profile_predictions_loss: 545.9003 - logcount_predictions_loss: 7.5234 411/2430 [====>.........................] - ETA: 4:53 - loss: 613.5098 - logits_profile_predictions_loss: 545.8920 - logcount_predictions_loss: 7.5131 412/2430 [====>.........................] - ETA: 4:53 - loss: 613.4094 - logits_profile_predictions_loss: 545.8836 - logcount_predictions_loss: 7.5029 413/2430 [====>.........................] - ETA: 4:53 - loss: 613.3088 - logits_profile_predictions_loss: 545.8746 - logcount_predictions_loss: 7.4927 414/2430 [====>.........................] - ETA: 4:52 - loss: 613.2090 - logits_profile_predictions_loss: 545.8659 - logcount_predictions_loss: 7.4826 415/2430 [====>.........................] - ETA: 4:52 - loss: 613.1093 - logits_profile_predictions_loss: 545.8570 - logcount_predictions_loss: 7.4725 416/2430 [====>.........................] - ETA: 4:52 - loss: 613.0097 - logits_profile_predictions_loss: 545.8479 - logcount_predictions_loss: 7.4624 417/2430 [====>.........................] - ETA: 4:52 - loss: 612.9103 - 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[====>.........................] - ETA: 4:51 - loss: 612.2253 - logits_profile_predictions_loss: 545.7739 - logcount_predictions_loss: 7.3835 425/2430 [====>.........................] - ETA: 4:50 - loss: 612.1284 - logits_profile_predictions_loss: 545.7642 - logcount_predictions_loss: 7.3738 426/2430 [====>.........................] - ETA: 4:50 - loss: 612.0320 - logits_profile_predictions_loss: 545.7547 - logcount_predictions_loss: 7.3642 427/2430 [====>.........................] - ETA: 4:50 - loss: 611.9361 - logits_profile_predictions_loss: 545.7452 - logcount_predictions_loss: 7.3545 428/2430 [====>.........................] - ETA: 4:50 - loss: 611.8405 - logits_profile_predictions_loss: 545.7358 - logcount_predictions_loss: 7.3450 429/2430 [====>.........................] - ETA: 4:50 - loss: 611.7454 - logits_profile_predictions_loss: 545.7264 - logcount_predictions_loss: 7.3354 430/2430 [====>.........................] - ETA: 4:50 - loss: 611.6506 - 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[====>.........................] - ETA: 4:46 - loss: 609.8269 - logits_profile_predictions_loss: 545.5320 - logcount_predictions_loss: 7.1439 451/2430 [====>.........................] - ETA: 4:46 - loss: 609.7384 - logits_profile_predictions_loss: 545.5221 - logcount_predictions_loss: 7.1351 452/2430 [====>.........................] - ETA: 4:46 - loss: 609.6505 - logits_profile_predictions_loss: 545.5126 - logcount_predictions_loss: 7.1264 453/2430 [====>.........................] - ETA: 4:46 - loss: 609.5627 - logits_profile_predictions_loss: 545.5028 - logcount_predictions_loss: 7.1178 454/2430 [====>.........................] - ETA: 4:46 - loss: 609.4748 - logits_profile_predictions_loss: 545.4926 - logcount_predictions_loss: 7.1091 455/2430 [====>.........................] - ETA: 4:45 - loss: 609.3877 - logits_profile_predictions_loss: 545.4829 - logcount_predictions_loss: 7.1005 456/2430 [====>.........................] - ETA: 4:45 - loss: 609.3012 - 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[====>.........................] - ETA: 4:42 - loss: 607.6474 - logits_profile_predictions_loss: 545.3019 - logcount_predictions_loss: 6.9273 477/2430 [====>.........................] - ETA: 4:42 - loss: 607.5677 - logits_profile_predictions_loss: 545.2935 - logcount_predictions_loss: 6.9194 478/2430 [====>.........................] - ETA: 4:42 - loss: 607.4881 - logits_profile_predictions_loss: 545.2848 - logcount_predictions_loss: 6.9115 479/2430 [====>.........................] - ETA: 4:42 - loss: 607.4088 - logits_profile_predictions_loss: 545.2763 - logcount_predictions_loss: 6.9036 480/2430 [====>.........................] - ETA: 4:41 - loss: 607.3307 - logits_profile_predictions_loss: 545.2685 - logcount_predictions_loss: 6.8958 481/2430 [====>.........................] - ETA: 4:41 - loss: 607.2519 - logits_profile_predictions_loss: 545.2600 - logcount_predictions_loss: 6.8880 482/2430 [====>.........................] - ETA: 4:41 - loss: 607.1732 - 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[=====>........................] - ETA: 4:40 - loss: 606.6313 - logits_profile_predictions_loss: 545.1919 - logcount_predictions_loss: 6.8266 490/2430 [=====>........................] - ETA: 4:40 - loss: 606.5554 - logits_profile_predictions_loss: 545.1839 - logcount_predictions_loss: 6.8191 491/2430 [=====>........................] - ETA: 4:40 - loss: 606.4793 - logits_profile_predictions_loss: 545.1754 - logcount_predictions_loss: 6.8115 492/2430 [=====>........................] - ETA: 4:39 - loss: 606.4031 - logits_profile_predictions_loss: 545.1667 - logcount_predictions_loss: 6.8040 493/2430 [=====>........................] - ETA: 4:39 - loss: 606.3271 - logits_profile_predictions_loss: 545.1579 - logcount_predictions_loss: 6.7966 494/2430 [=====>........................] - ETA: 4:39 - loss: 606.2519 - logits_profile_predictions_loss: 545.1496 - logcount_predictions_loss: 6.7891 495/2430 [=====>........................] - ETA: 4:39 - loss: 606.1775 - 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[=====>........................] - ETA: 4:38 - loss: 605.6703 - logits_profile_predictions_loss: 545.0947 - logcount_predictions_loss: 6.7306 503/2430 [=====>........................] - ETA: 4:38 - loss: 605.5991 - logits_profile_predictions_loss: 545.0883 - logcount_predictions_loss: 6.7234 504/2430 [=====>........................] - ETA: 4:37 - loss: 605.5285 - logits_profile_predictions_loss: 545.0822 - logcount_predictions_loss: 6.7163 505/2430 [=====>........................] - ETA: 4:37 - loss: 605.4588 - logits_profile_predictions_loss: 545.0767 - logcount_predictions_loss: 6.7091 506/2430 [=====>........................] - ETA: 4:37 - loss: 605.3888 - logits_profile_predictions_loss: 545.0708 - logcount_predictions_loss: 6.7020 507/2430 [=====>........................] - ETA: 4:37 - loss: 605.3193 - logits_profile_predictions_loss: 545.0651 - logcount_predictions_loss: 6.6949 508/2430 [=====>........................] - ETA: 4:37 - loss: 605.2505 - 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[=====>........................] - ETA: 4:36 - loss: 604.7766 - logits_profile_predictions_loss: 545.0249 - logcount_predictions_loss: 6.6391 516/2430 [=====>........................] - ETA: 4:36 - loss: 604.7102 - logits_profile_predictions_loss: 545.0204 - logcount_predictions_loss: 6.6322 517/2430 [=====>........................] - ETA: 4:35 - loss: 604.6435 - logits_profile_predictions_loss: 545.0153 - logcount_predictions_loss: 6.6254 518/2430 [=====>........................] - ETA: 4:35 - loss: 604.5772 - logits_profile_predictions_loss: 545.0105 - logcount_predictions_loss: 6.6185 519/2430 [=====>........................] - ETA: 4:35 - loss: 604.5108 - logits_profile_predictions_loss: 545.0053 - logcount_predictions_loss: 6.6117 520/2430 [=====>........................] - ETA: 4:35 - loss: 604.4446 - logits_profile_predictions_loss: 545.0002 - logcount_predictions_loss: 6.6049 521/2430 [=====>........................] - ETA: 4:35 - loss: 604.3781 - 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2414/2430 [============================>.] - ETA: 2s - loss: 563.1485 - logits_profile_predictions_loss: 533.2054 - logcount_predictions_loss: 3.3271 2415/2430 [============================>.] - ETA: 2s - loss: 563.1379 - logits_profile_predictions_loss: 533.2002 - logcount_predictions_loss: 3.3265 2416/2430 [============================>.] - ETA: 1s - loss: 563.1273 - logits_profile_predictions_loss: 533.1951 - logcount_predictions_loss: 3.3259 2417/2430 [============================>.] - ETA: 1s - loss: 563.1167 - logits_profile_predictions_loss: 533.1900 - logcount_predictions_loss: 3.3253 2418/2430 [============================>.] - ETA: 1s - loss: 563.1061 - logits_profile_predictions_loss: 533.1849 - logcount_predictions_loss: 3.3247 2419/2430 [============================>.] - ETA: 1s - loss: 563.0955 - logits_profile_predictions_loss: 533.1798 - logcount_predictions_loss: 3.3240 2420/2430 [============================>.] - ETA: 1s - loss: 563.0850 - 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[============================>.] - ETA: 0s - loss: 563.0113 - logits_profile_predictions_loss: 533.1392 - logcount_predictions_loss: 3.3192 2428/2430 [============================>.] - ETA: 0s - loss: 563.0008 - logits_profile_predictions_loss: 533.1341 - logcount_predictions_loss: 3.3186 2429/2430 [============================>.] - ETA: 0s - loss: 562.9903 - logits_profile_predictions_loss: 533.1291 - logcount_predictions_loss: 3.3180 2430/2430 [==============================] - ETA: 0s - loss: 562.9798 - logits_profile_predictions_loss: 533.1240 - logcount_predictions_loss: 3.3174 2430/2430 [==============================] - 368s 147ms/step - loss: 562.9693 - logits_profile_predictions_loss: 533.1189 - logcount_predictions_loss: 3.3168 - val_loss: 515.5624 - val_logits_profile_predictions_loss: 507.9802 - val_logcount_predictions_loss: 0.8424 Epoch 00001: val_loss improved from inf to 515.56244, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR354SDH//chrombppnet_model_encsr283tme_bias_fold_3/chrombpnet.h5 Epoch 2/50 1/2430 [..............................] - ETA: 6:15 - loss: 531.6357 - logits_profile_predictions_loss: 524.3441 - logcount_predictions_loss: 0.8102 2/2430 [..............................] - ETA: 5:54 - loss: 513.3294 - logits_profile_predictions_loss: 506.5737 - logcount_predictions_loss: 0.7506 3/2430 [..............................] - ETA: 5:57 - loss: 501.3307 - logits_profile_predictions_loss: 494.7296 - logcount_predictions_loss: 0.7335 4/2430 [..............................] - ETA: 5:51 - loss: 499.9274 - logits_profile_predictions_loss: 493.4148 - logcount_predictions_loss: 0.7236 5/2430 [..............................] - ETA: 5:48 - loss: 499.6447 - logits_profile_predictions_loss: 493.1963 - logcount_predictions_loss: 0.7165 6/2430 [..............................] - ETA: 5:46 - loss: 503.2887 - logits_profile_predictions_loss: 496.8914 - 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- logits_profile_predictions_loss: 497.1779 - logcount_predictions_loss: 0.6815 14/2430 [..............................] - ETA: 5:40 - loss: 503.2255 - logits_profile_predictions_loss: 497.1182 - logcount_predictions_loss: 0.6786 15/2430 [..............................] - ETA: 5:40 - loss: 503.4709 - logits_profile_predictions_loss: 497.3831 - logcount_predictions_loss: 0.6764 16/2430 [..............................] - ETA: 5:39 - loss: 503.8823 - logits_profile_predictions_loss: 497.8045 - logcount_predictions_loss: 0.6753 17/2430 [..............................] - ETA: 5:39 - loss: 504.0914 - logits_profile_predictions_loss: 498.0212 - logcount_predictions_loss: 0.6745 18/2430 [..............................] - ETA: 5:39 - loss: 503.9056 - logits_profile_predictions_loss: 497.8397 - logcount_predictions_loss: 0.6740 19/2430 [..............................] - ETA: 5:38 - loss: 503.7701 - logits_profile_predictions_loss: 497.7081 - logcount_predictions_loss: 0.6736 20/2430 [..............................] - ETA: 5:38 - loss: 503.7310 - logits_profile_predictions_loss: 497.6682 - logcount_predictions_loss: 0.6737 21/2430 [..............................] - ETA: 5:38 - loss: 503.7681 - logits_profile_predictions_loss: 497.7014 - logcount_predictions_loss: 0.6741 22/2430 [..............................] - ETA: 5:38 - loss: 503.5988 - logits_profile_predictions_loss: 497.5315 - logcount_predictions_loss: 0.6741 23/2430 [..............................] - ETA: 5:37 - loss: 503.5705 - logits_profile_predictions_loss: 497.5004 - logcount_predictions_loss: 0.6745 24/2430 [..............................] - ETA: 5:37 - loss: 503.4325 - logits_profile_predictions_loss: 497.3604 - logcount_predictions_loss: 0.6747 25/2430 [..............................] - ETA: 5:37 - loss: 503.3980 - logits_profile_predictions_loss: 497.3224 - logcount_predictions_loss: 0.6751 26/2430 [..............................] - ETA: 5:37 - loss: 503.4093 - logits_profile_predictions_loss: 497.3334 - logcount_predictions_loss: 0.6751 27/2430 [..............................] - ETA: 5:36 - loss: 503.6270 - logits_profile_predictions_loss: 497.5509 - logcount_predictions_loss: 0.6751 28/2430 [..............................] - ETA: 5:36 - loss: 503.8261 - logits_profile_predictions_loss: 497.7487 - logcount_predictions_loss: 0.6753 29/2430 [..............................] - ETA: 5:36 - loss: 504.1304 - logits_profile_predictions_loss: 498.0510 - logcount_predictions_loss: 0.6755 30/2430 [..............................] - ETA: 5:36 - loss: 504.3209 - logits_profile_predictions_loss: 498.2376 - logcount_predictions_loss: 0.6759 31/2430 [..............................] - ETA: 5:36 - loss: 504.4515 - logits_profile_predictions_loss: 498.3661 - logcount_predictions_loss: 0.6762 32/2430 [..............................] - ETA: 5:35 - loss: 504.5294 - logits_profile_predictions_loss: 498.4414 - logcount_predictions_loss: 0.6764 33/2430 [..............................] - ETA: 5:35 - 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[====>.........................] - ETA: 4:42 - loss: 512.1623 - logits_profile_predictions_loss: 506.1877 - logcount_predictions_loss: 0.6639 406/2430 [====>.........................] - ETA: 4:42 - loss: 512.1597 - logits_profile_predictions_loss: 506.1852 - logcount_predictions_loss: 0.6639 407/2430 [====>.........................] - ETA: 4:42 - loss: 512.1564 - logits_profile_predictions_loss: 506.1819 - logcount_predictions_loss: 0.6638 408/2430 [====>.........................] - ETA: 4:42 - loss: 512.1536 - logits_profile_predictions_loss: 506.1792 - logcount_predictions_loss: 0.6638 409/2430 [====>.........................] - ETA: 4:42 - loss: 512.1514 - logits_profile_predictions_loss: 506.1770 - logcount_predictions_loss: 0.6638 410/2430 [====>.........................] - ETA: 4:42 - loss: 512.1492 - logits_profile_predictions_loss: 506.1747 - logcount_predictions_loss: 0.6638 411/2430 [====>.........................] - ETA: 4:41 - loss: 512.1468 - 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[====>.........................] - ETA: 4:35 - loss: 512.1113 - logits_profile_predictions_loss: 506.1355 - logcount_predictions_loss: 0.6640 458/2430 [====>.........................] - ETA: 4:35 - loss: 512.1107 - logits_profile_predictions_loss: 506.1348 - logcount_predictions_loss: 0.6640 459/2430 [====>.........................] - ETA: 4:35 - loss: 512.1099 - logits_profile_predictions_loss: 506.1340 - logcount_predictions_loss: 0.6640 460/2430 [====>.........................] - ETA: 4:35 - loss: 512.1090 - logits_profile_predictions_loss: 506.1331 - logcount_predictions_loss: 0.6640 461/2430 [====>.........................] - ETA: 4:35 - loss: 512.1080 - logits_profile_predictions_loss: 506.1321 - logcount_predictions_loss: 0.6640 462/2430 [====>.........................] - ETA: 4:35 - loss: 512.1069 - logits_profile_predictions_loss: 506.1311 - logcount_predictions_loss: 0.6640 463/2430 [====>.........................] - ETA: 4:34 - loss: 512.1061 - 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[============================>.] - ETA: 1s - loss: 506.4850 - logits_profile_predictions_loss: 500.7505 - logcount_predictions_loss: 0.6372 2422/2430 [============================>.] - ETA: 1s - loss: 506.4830 - logits_profile_predictions_loss: 500.7487 - logcount_predictions_loss: 0.6372 2423/2430 [============================>.] - ETA: 0s - loss: 506.4810 - logits_profile_predictions_loss: 500.7468 - logcount_predictions_loss: 0.6371 2424/2430 [============================>.] - ETA: 0s - loss: 506.4791 - logits_profile_predictions_loss: 500.7450 - logcount_predictions_loss: 0.6371 2425/2430 [============================>.] - ETA: 0s - loss: 506.4771 - logits_profile_predictions_loss: 500.7431 - logcount_predictions_loss: 0.6371 2426/2430 [============================>.] - ETA: 0s - loss: 506.4751 - logits_profile_predictions_loss: 500.7413 - logcount_predictions_loss: 0.6371 2427/2430 [============================>.] - ETA: 0s - loss: 506.4732 - logits_profile_predictions_loss: 500.7394 - logcount_predictions_loss: 0.6371 2428/2430 [============================>.] - ETA: 0s - loss: 506.4712 - logits_profile_predictions_loss: 500.7376 - logcount_predictions_loss: 0.6371 2429/2430 [============================>.] - ETA: 0s - loss: 506.4693 - logits_profile_predictions_loss: 500.7357 - logcount_predictions_loss: 0.6371 2430/2430 [==============================] - ETA: 0s - loss: 506.4673 - logits_profile_predictions_loss: 500.7339 - logcount_predictions_loss: 0.6371 2430/2430 [==============================] - 355s 146ms/step - loss: 506.4654 - logits_profile_predictions_loss: 500.7321 - logcount_predictions_loss: 0.6370 - val_loss: 506.9494 - val_logits_profile_predictions_loss: 500.9236 - val_logcount_predictions_loss: 0.6695 Epoch 00002: val_loss improved from 515.56244 to 506.94943, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR354SDH//chrombppnet_model_encsr283tme_bias_fold_3/chrombpnet.h5 Epoch 3/50 1/2430 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[..............................] - ETA: 5:32 - loss: 476.8101 - logits_profile_predictions_loss: 471.9092 - logcount_predictions_loss: 0.5445 55/2430 [..............................] - ETA: 5:32 - loss: 476.8857 - logits_profile_predictions_loss: 471.9851 - logcount_predictions_loss: 0.5445 56/2430 [..............................] - ETA: 5:31 - loss: 476.9905 - logits_profile_predictions_loss: 472.0901 - logcount_predictions_loss: 0.5445 57/2430 [..............................] - ETA: 5:31 - loss: 477.0802 - logits_profile_predictions_loss: 472.1803 - logcount_predictions_loss: 0.5444 58/2430 [..............................] - ETA: 5:31 - loss: 477.1559 - logits_profile_predictions_loss: 472.2570 - logcount_predictions_loss: 0.5443 59/2430 [..............................] - ETA: 5:31 - loss: 477.2360 - logits_profile_predictions_loss: 472.3378 - logcount_predictions_loss: 0.5443 60/2430 [..............................] - ETA: 5:31 - loss: 477.2906 - logits_profile_predictions_loss: 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[============================>.] - ETA: 5s - loss: 493.4094 - logits_profile_predictions_loss: 488.4090 - logcount_predictions_loss: 0.5556 2390/2430 [============================>.] - ETA: 5s - loss: 493.4096 - logits_profile_predictions_loss: 488.4093 - logcount_predictions_loss: 0.5556 2391/2430 [============================>.] - ETA: 5s - loss: 493.4099 - logits_profile_predictions_loss: 488.4096 - logcount_predictions_loss: 0.5556 2392/2430 [============================>.] - ETA: 5s - loss: 493.4101 - logits_profile_predictions_loss: 488.4098 - logcount_predictions_loss: 0.5556 2393/2430 [============================>.] - ETA: 5s - loss: 493.4103 - logits_profile_predictions_loss: 488.4101 - logcount_predictions_loss: 0.5556 2394/2430 [============================>.] - ETA: 5s - loss: 493.4105 - logits_profile_predictions_loss: 488.4103 - logcount_predictions_loss: 0.5556 2395/2430 [============================>.] - ETA: 4s - loss: 493.4107 - logits_profile_predictions_loss: 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[============================>.] - ETA: 1s - loss: 493.4166 - logits_profile_predictions_loss: 488.4176 - logcount_predictions_loss: 0.5555 2423/2430 [============================>.] - ETA: 0s - loss: 493.4169 - logits_profile_predictions_loss: 488.4179 - logcount_predictions_loss: 0.5555 2424/2430 [============================>.] - ETA: 0s - loss: 493.4171 - logits_profile_predictions_loss: 488.4182 - logcount_predictions_loss: 0.5554 2425/2430 [============================>.] - ETA: 0s - loss: 493.4174 - logits_profile_predictions_loss: 488.4185 - logcount_predictions_loss: 0.5554 2426/2430 [============================>.] - ETA: 0s - loss: 493.4177 - logits_profile_predictions_loss: 488.4188 - logcount_predictions_loss: 0.5554 2427/2430 [============================>.] - ETA: 0s - loss: 493.4179 - logits_profile_predictions_loss: 488.4191 - logcount_predictions_loss: 0.5554 2428/2430 [============================>.] - ETA: 0s - loss: 493.4181 - logits_profile_predictions_loss: 488.4193 - logcount_predictions_loss: 0.5554 2429/2430 [============================>.] - ETA: 0s - loss: 493.4184 - logits_profile_predictions_loss: 488.4196 - logcount_predictions_loss: 0.5554 2430/2430 [==============================] - ETA: 0s - loss: 493.4186 - logits_profile_predictions_loss: 488.4199 - logcount_predictions_loss: 0.5554 2430/2430 [==============================] - 354s 146ms/step - loss: 493.4188 - logits_profile_predictions_loss: 488.4202 - logcount_predictions_loss: 0.5554 - val_loss: 501.1936 - val_logits_profile_predictions_loss: 496.0912 - val_logcount_predictions_loss: 0.5669 Epoch 00003: val_loss improved from 506.94943 to 501.19360, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR354SDH//chrombppnet_model_encsr283tme_bias_fold_3/chrombpnet.h5 Epoch 4/50 1/2430 [..............................] - ETA: 6:16 - loss: 573.5455 - logits_profile_predictions_loss: 567.9755 - logcount_predictions_loss: 0.6189 2/2430 [..............................] - ETA: 5:38 - loss: 562.3297 - logits_profile_predictions_loss: 556.3719 - logcount_predictions_loss: 0.6620 3/2430 [..............................] - ETA: 5:38 - loss: 540.1471 - logits_profile_predictions_loss: 534.3391 - logcount_predictions_loss: 0.6453 4/2430 [..............................] - ETA: 5:38 - loss: 526.0075 - logits_profile_predictions_loss: 520.3808 - logcount_predictions_loss: 0.6252 5/2430 [..............................] - ETA: 5:38 - loss: 515.3937 - logits_profile_predictions_loss: 509.8434 - logcount_predictions_loss: 0.6167 6/2430 [..............................] - ETA: 5:37 - loss: 509.7447 - logits_profile_predictions_loss: 504.2270 - logcount_predictions_loss: 0.6131 7/2430 [..............................] - ETA: 5:37 - loss: 506.4106 - logits_profile_predictions_loss: 500.9151 - logcount_predictions_loss: 0.6106 8/2430 [..............................] - ETA: 5:37 - loss: 504.3722 - logits_profile_predictions_loss: 498.8902 - logcount_predictions_loss: 0.6091 9/2430 [..............................] - ETA: 5:37 - loss: 503.0494 - logits_profile_predictions_loss: 497.5745 - logcount_predictions_loss: 0.6083 10/2430 [..............................] - ETA: 5:37 - loss: 502.8909 - logits_profile_predictions_loss: 497.4236 - logcount_predictions_loss: 0.6075 11/2430 [..............................] - ETA: 5:37 - loss: 503.0304 - logits_profile_predictions_loss: 497.5664 - logcount_predictions_loss: 0.6071 12/2430 [..............................] - ETA: 5:37 - loss: 502.8564 - logits_profile_predictions_loss: 497.4066 - logcount_predictions_loss: 0.6055 13/2430 [..............................] - ETA: 5:37 - loss: 502.7838 - logits_profile_predictions_loss: 497.3496 - logcount_predictions_loss: 0.6038 14/2430 [..............................] - ETA: 5:36 - loss: 502.4376 - logits_profile_predictions_loss: 497.0283 - logcount_predictions_loss: 0.6010 15/2430 [..............................] - ETA: 5:36 - loss: 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[..............................] - ETA: 5:35 - loss: 498.7267 - logits_profile_predictions_loss: 493.5124 - logcount_predictions_loss: 0.5794 23/2430 [..............................] - ETA: 5:35 - loss: 498.1700 - logits_profile_predictions_loss: 492.9770 - logcount_predictions_loss: 0.5770 24/2430 [..............................] - ETA: 5:35 - loss: 497.7319 - logits_profile_predictions_loss: 492.5571 - logcount_predictions_loss: 0.5750 25/2430 [..............................] - ETA: 5:35 - loss: 497.4938 - logits_profile_predictions_loss: 492.3359 - logcount_predictions_loss: 0.5731 26/2430 [..............................] - ETA: 5:35 - loss: 497.0933 - logits_profile_predictions_loss: 491.9536 - logcount_predictions_loss: 0.5711 27/2430 [..............................] - ETA: 5:35 - loss: 496.7166 - logits_profile_predictions_loss: 491.5895 - logcount_predictions_loss: 0.5697 28/2430 [..............................] - ETA: 5:34 - loss: 496.3889 - logits_profile_predictions_loss: 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[============================>.] - ETA: 0s - loss: 488.6346 - logits_profile_predictions_loss: 483.9638 - logcount_predictions_loss: 0.5190 2424/2430 [============================>.] - ETA: 0s - loss: 488.6346 - logits_profile_predictions_loss: 483.9638 - logcount_predictions_loss: 0.5190 2425/2430 [============================>.] - ETA: 0s - loss: 488.6346 - logits_profile_predictions_loss: 483.9638 - logcount_predictions_loss: 0.5190 2426/2430 [============================>.] - ETA: 0s - loss: 488.6346 - logits_profile_predictions_loss: 483.9639 - logcount_predictions_loss: 0.5190 2427/2430 [============================>.] - ETA: 0s - loss: 488.6346 - logits_profile_predictions_loss: 483.9639 - logcount_predictions_loss: 0.5190 2428/2430 [============================>.] - ETA: 0s - loss: 488.6347 - logits_profile_predictions_loss: 483.9640 - logcount_predictions_loss: 0.5190 2429/2430 [============================>.] - ETA: 0s - loss: 488.6347 - logits_profile_predictions_loss: 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[..............................] - ETA: 5:41 - loss: 495.6288 - logits_profile_predictions_loss: 490.5386 - logcount_predictions_loss: 0.5656 4/2430 [..............................] - ETA: 5:40 - loss: 493.5092 - logits_profile_predictions_loss: 488.4585 - logcount_predictions_loss: 0.5612 5/2430 [..............................] - ETA: 5:39 - loss: 492.1058 - logits_profile_predictions_loss: 487.0923 - logcount_predictions_loss: 0.5571 6/2430 [..............................] - ETA: 5:39 - loss: 495.2375 - logits_profile_predictions_loss: 490.1892 - logcount_predictions_loss: 0.5609 7/2430 [..............................] - ETA: 5:39 - loss: 495.4651 - logits_profile_predictions_loss: 490.4395 - logcount_predictions_loss: 0.5584 8/2430 [..............................] - ETA: 5:38 - loss: 494.2832 - logits_profile_predictions_loss: 489.2998 - logcount_predictions_loss: 0.5537 9/2430 [..............................] - ETA: 5:38 - loss: 492.9949 - logits_profile_predictions_loss: 488.0500 - logcount_predictions_loss: 0.5494 10/2430 [..............................] - ETA: 5:38 - loss: 492.0313 - logits_profile_predictions_loss: 487.1157 - logcount_predictions_loss: 0.5462 11/2430 [..............................] - ETA: 5:38 - loss: 490.7511 - logits_profile_predictions_loss: 485.8748 - logcount_predictions_loss: 0.5418 12/2430 [..............................] - ETA: 5:38 - loss: 490.1163 - logits_profile_predictions_loss: 485.2722 - logcount_predictions_loss: 0.5382 13/2430 [..............................] - ETA: 5:37 - loss: 489.7016 - logits_profile_predictions_loss: 484.8882 - logcount_predictions_loss: 0.5348 14/2430 [..............................] - ETA: 5:37 - loss: 489.8931 - logits_profile_predictions_loss: 485.0961 - logcount_predictions_loss: 0.5330 15/2430 [..............................] - ETA: 5:37 - loss: 489.9904 - logits_profile_predictions_loss: 485.2132 - logcount_predictions_loss: 0.5308 16/2430 [..............................] - ETA: 5:37 - loss: 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[..............................] - ETA: 5:36 - loss: 487.8090 - logits_profile_predictions_loss: 483.1700 - logcount_predictions_loss: 0.5154 24/2430 [..............................] - ETA: 5:36 - loss: 487.5065 - logits_profile_predictions_loss: 482.8828 - logcount_predictions_loss: 0.5137 25/2430 [..............................] - ETA: 5:36 - loss: 487.2516 - logits_profile_predictions_loss: 482.6425 - logcount_predictions_loss: 0.5121 26/2430 [..............................] - ETA: 5:35 - loss: 487.0646 - logits_profile_predictions_loss: 482.4695 - logcount_predictions_loss: 0.5106 27/2430 [..............................] - ETA: 5:35 - loss: 486.9571 - logits_profile_predictions_loss: 482.3743 - logcount_predictions_loss: 0.5092 28/2430 [..............................] - ETA: 5:35 - loss: 486.7571 - logits_profile_predictions_loss: 482.1846 - logcount_predictions_loss: 0.5081 29/2430 [..............................] - ETA: 5:35 - loss: 486.4980 - logits_profile_predictions_loss: 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[..............................] - ETA: 5:31 - loss: 484.3777 - logits_profile_predictions_loss: 479.9462 - logcount_predictions_loss: 0.4924 57/2430 [..............................] - ETA: 5:31 - loss: 484.3716 - logits_profile_predictions_loss: 479.9407 - logcount_predictions_loss: 0.4923 58/2430 [..............................] - ETA: 5:31 - loss: 484.3893 - logits_profile_predictions_loss: 479.9588 - logcount_predictions_loss: 0.4923 59/2430 [..............................] - ETA: 5:31 - loss: 484.3985 - logits_profile_predictions_loss: 479.9681 - logcount_predictions_loss: 0.4923 60/2430 [..............................] - ETA: 5:31 - loss: 484.3892 - logits_profile_predictions_loss: 479.9593 - logcount_predictions_loss: 0.4922 61/2430 [..............................] - ETA: 5:31 - loss: 484.3728 - logits_profile_predictions_loss: 479.9432 - logcount_predictions_loss: 0.4922 62/2430 [..............................] - ETA: 5:30 - loss: 484.3672 - logits_profile_predictions_loss: 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[>.............................] - ETA: 5:27 - loss: 484.6241 - logits_profile_predictions_loss: 480.2072 - logcount_predictions_loss: 0.4908 90/2430 [>.............................] - ETA: 5:27 - loss: 484.6399 - logits_profile_predictions_loss: 480.2230 - logcount_predictions_loss: 0.4908 91/2430 [>.............................] - ETA: 5:26 - loss: 484.6596 - logits_profile_predictions_loss: 480.2426 - logcount_predictions_loss: 0.4908 92/2430 [>.............................] - ETA: 5:26 - loss: 484.6819 - logits_profile_predictions_loss: 480.2650 - logcount_predictions_loss: 0.4908 93/2430 [>.............................] - ETA: 5:26 - loss: 484.6989 - logits_profile_predictions_loss: 480.2819 - logcount_predictions_loss: 0.4908 94/2430 [>.............................] - ETA: 5:26 - loss: 484.7221 - logits_profile_predictions_loss: 480.3053 - logcount_predictions_loss: 0.4908 95/2430 [>.............................] - ETA: 5:26 - loss: 484.7423 - logits_profile_predictions_loss: 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[====>.........................] - ETA: 4:33 - loss: 484.9544 - logits_profile_predictions_loss: 480.5872 - logcount_predictions_loss: 0.4852 474/2430 [====>.........................] - ETA: 4:32 - loss: 484.9584 - logits_profile_predictions_loss: 480.5910 - logcount_predictions_loss: 0.4853 475/2430 [====>.........................] - ETA: 4:32 - loss: 484.9618 - logits_profile_predictions_loss: 480.5944 - logcount_predictions_loss: 0.4853 476/2430 [====>.........................] - ETA: 4:32 - loss: 484.9655 - logits_profile_predictions_loss: 480.5980 - logcount_predictions_loss: 0.4853 477/2430 [====>.........................] - ETA: 4:32 - loss: 484.9690 - logits_profile_predictions_loss: 480.6013 - logcount_predictions_loss: 0.4853 478/2430 [====>.........................] - ETA: 4:32 - loss: 484.9725 - logits_profile_predictions_loss: 480.6047 - logcount_predictions_loss: 0.4853 479/2430 [====>.........................] - ETA: 4:32 - loss: 484.9762 - 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[===========================>..] - ETA: 11s - loss: 485.8585 - logits_profile_predictions_loss: 481.4556 - logcount_predictions_loss: 0.4892 2346/2430 [===========================>..] - ETA: 11s - loss: 485.8585 - logits_profile_predictions_loss: 481.4556 - logcount_predictions_loss: 0.4892 2347/2430 [===========================>..] - ETA: 11s - loss: 485.8585 - logits_profile_predictions_loss: 481.4556 - logcount_predictions_loss: 0.4892 2348/2430 [===========================>..] - ETA: 11s - loss: 485.8585 - logits_profile_predictions_loss: 481.4556 - logcount_predictions_loss: 0.4892 2349/2430 [============================>.] - ETA: 11s - loss: 485.8585 - logits_profile_predictions_loss: 481.4556 - logcount_predictions_loss: 0.4892 2350/2430 [============================>.] - ETA: 11s - loss: 485.8584 - logits_profile_predictions_loss: 481.4556 - logcount_predictions_loss: 0.4892 2351/2430 [============================>.] - ETA: 11s - loss: 485.8584 - 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[============================>.] - ETA: 10s - loss: 485.8583 - logits_profile_predictions_loss: 481.4555 - logcount_predictions_loss: 0.4892 2359/2430 [============================>.] - ETA: 9s - loss: 485.8583 - logits_profile_predictions_loss: 481.4555 - logcount_predictions_loss: 0.4892  2360/2430 [============================>.] - ETA: 9s - loss: 485.8582 - logits_profile_predictions_loss: 481.4554 - logcount_predictions_loss: 0.4892 2361/2430 [============================>.] - ETA: 9s - loss: 485.8582 - logits_profile_predictions_loss: 481.4554 - logcount_predictions_loss: 0.4892 2362/2430 [============================>.] - ETA: 9s - loss: 485.8582 - logits_profile_predictions_loss: 481.4554 - logcount_predictions_loss: 0.4892 2363/2430 [============================>.] - ETA: 9s - loss: 485.8582 - logits_profile_predictions_loss: 481.4554 - logcount_predictions_loss: 0.4892 2364/2430 [============================>.] - ETA: 9s - loss: 485.8581 - logits_profile_predictions_loss: 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[============================>.] - ETA: 5s - loss: 485.8572 - logits_profile_predictions_loss: 481.4546 - logcount_predictions_loss: 0.4892 2392/2430 [============================>.] - ETA: 5s - loss: 485.8571 - logits_profile_predictions_loss: 481.4545 - logcount_predictions_loss: 0.4892 2393/2430 [============================>.] - ETA: 5s - loss: 485.8571 - logits_profile_predictions_loss: 481.4545 - logcount_predictions_loss: 0.4892 2394/2430 [============================>.] - ETA: 5s - loss: 485.8570 - logits_profile_predictions_loss: 481.4544 - logcount_predictions_loss: 0.4892 2395/2430 [============================>.] - ETA: 4s - loss: 485.8569 - logits_profile_predictions_loss: 481.4544 - logcount_predictions_loss: 0.4892 2396/2430 [============================>.] - ETA: 4s - loss: 485.8569 - logits_profile_predictions_loss: 481.4543 - logcount_predictions_loss: 0.4892 2397/2430 [============================>.] - ETA: 4s - loss: 485.8568 - logits_profile_predictions_loss: 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[============================>.] - ETA: 0s - loss: 485.8563 - logits_profile_predictions_loss: 481.4539 - logcount_predictions_loss: 0.4892 2425/2430 [============================>.] - ETA: 0s - loss: 485.8563 - logits_profile_predictions_loss: 481.4540 - logcount_predictions_loss: 0.4892 2426/2430 [============================>.] - ETA: 0s - loss: 485.8562 - logits_profile_predictions_loss: 481.4539 - logcount_predictions_loss: 0.4892 2427/2430 [============================>.] - ETA: 0s - loss: 485.8562 - logits_profile_predictions_loss: 481.4539 - logcount_predictions_loss: 0.4892 2428/2430 [============================>.] - ETA: 0s - loss: 485.8562 - logits_profile_predictions_loss: 481.4539 - logcount_predictions_loss: 0.4892 2429/2430 [============================>.] - ETA: 0s - loss: 485.8561 - logits_profile_predictions_loss: 481.4538 - logcount_predictions_loss: 0.4892 2430/2430 [==============================] - ETA: 0s - loss: 485.8561 - logits_profile_predictions_loss: 481.4538 - logcount_predictions_loss: 0.4892 2430/2430 [==============================] - 354s 146ms/step - loss: 485.8560 - logits_profile_predictions_loss: 481.4538 - logcount_predictions_loss: 0.4892 - val_loss: 501.7136 - val_logits_profile_predictions_loss: 497.2613 - val_logcount_predictions_loss: 0.4947 Epoch 00005: val_loss did not improve from 497.50089 Epoch 6/50 1/2430 [..............................] - ETA: 6:09 - loss: 653.4734 - logits_profile_predictions_loss: 648.7578 - logcount_predictions_loss: 0.5240 2/2430 [..............................] - ETA: 5:40 - loss: 614.5310 - logits_profile_predictions_loss: 609.1993 - logcount_predictions_loss: 0.5924 3/2430 [..............................] - ETA: 5:39 - loss: 580.6049 - logits_profile_predictions_loss: 575.3300 - logcount_predictions_loss: 0.5861 4/2430 [..............................] - ETA: 5:39 - loss: 561.9408 - logits_profile_predictions_loss: 556.8234 - logcount_predictions_loss: 0.5686 5/2430 [..............................] - ETA: 5:39 - loss: 549.5105 - logits_profile_predictions_loss: 544.4965 - logcount_predictions_loss: 0.5571 6/2430 [..............................] - ETA: 5:38 - loss: 540.9926 - logits_profile_predictions_loss: 536.0879 - logcount_predictions_loss: 0.5450 7/2430 [..............................] - ETA: 5:38 - loss: 533.1337 - logits_profile_predictions_loss: 528.3261 - logcount_predictions_loss: 0.5342 8/2430 [..............................] - ETA: 5:38 - loss: 528.5940 - logits_profile_predictions_loss: 523.8600 - logcount_predictions_loss: 0.5260 9/2430 [..............................] - ETA: 5:38 - loss: 523.8498 - logits_profile_predictions_loss: 519.1726 - logcount_predictions_loss: 0.5197 10/2430 [..............................] - ETA: 5:37 - loss: 520.2229 - logits_profile_predictions_loss: 515.5416 - logcount_predictions_loss: 0.5201 11/2430 [..............................] - ETA: 5:37 - loss: 516.8365 - logits_profile_predictions_loss: 512.1600 - logcount_predictions_loss: 0.5196 12/2430 [..............................] - ETA: 5:37 - loss: 513.3740 - logits_profile_predictions_loss: 508.7108 - logcount_predictions_loss: 0.5181 13/2430 [..............................] - ETA: 5:37 - loss: 510.7034 - logits_profile_predictions_loss: 506.0488 - logcount_predictions_loss: 0.5172 14/2430 [..............................] - ETA: 5:37 - loss: 508.0899 - logits_profile_predictions_loss: 503.4542 - logcount_predictions_loss: 0.5151 15/2430 [..............................] - ETA: 5:37 - loss: 505.9884 - logits_profile_predictions_loss: 501.3664 - logcount_predictions_loss: 0.5136 16/2430 [..............................] - ETA: 5:37 - loss: 504.4341 - logits_profile_predictions_loss: 499.8267 - logcount_predictions_loss: 0.5119 17/2430 [..............................] - ETA: 5:36 - loss: 503.1756 - logits_profile_predictions_loss: 498.5823 - logcount_predictions_loss: 0.5104 18/2430 [..............................] - ETA: 5:36 - 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25/2430 [..............................] - ETA: 5:35 - loss: 493.3159 - logits_profile_predictions_loss: 488.7917 - logcount_predictions_loss: 0.5027 26/2430 [..............................] - ETA: 5:35 - loss: 492.3033 - logits_profile_predictions_loss: 487.7848 - logcount_predictions_loss: 0.5020 27/2430 [..............................] - ETA: 5:35 - loss: 491.4022 - logits_profile_predictions_loss: 486.8892 - logcount_predictions_loss: 0.5014 28/2430 [..............................] - ETA: 5:35 - loss: 490.5248 - logits_profile_predictions_loss: 486.0162 - logcount_predictions_loss: 0.5010 29/2430 [..............................] - ETA: 5:35 - loss: 489.7198 - logits_profile_predictions_loss: 485.2177 - logcount_predictions_loss: 0.5002 30/2430 [..............................] - ETA: 5:35 - loss: 488.8685 - logits_profile_predictions_loss: 484.3735 - logcount_predictions_loss: 0.4994 31/2430 [..............................] - ETA: 5:34 - loss: 488.1189 - 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[..............................] - ETA: 5:34 - loss: 485.1891 - logits_profile_predictions_loss: 480.7526 - logcount_predictions_loss: 0.4929 39/2430 [..............................] - ETA: 5:33 - loss: 484.9464 - logits_profile_predictions_loss: 480.5155 - logcount_predictions_loss: 0.4923 40/2430 [..............................] - ETA: 5:33 - loss: 484.7219 - logits_profile_predictions_loss: 480.2967 - logcount_predictions_loss: 0.4917 41/2430 [..............................] - ETA: 5:33 - loss: 484.5362 - logits_profile_predictions_loss: 480.1159 - logcount_predictions_loss: 0.4911 42/2430 [..............................] - ETA: 5:33 - loss: 484.3802 - logits_profile_predictions_loss: 479.9646 - logcount_predictions_loss: 0.4906 43/2430 [..............................] - ETA: 5:33 - loss: 484.1971 - logits_profile_predictions_loss: 479.7854 - logcount_predictions_loss: 0.4902 44/2430 [..............................] - ETA: 5:33 - loss: 484.0307 - logits_profile_predictions_loss: 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[============================>.] - ETA: 1s - loss: 482.8870 - logits_profile_predictions_loss: 478.6589 - logcount_predictions_loss: 0.4698 2420/2430 [============================>.] - ETA: 1s - loss: 482.8870 - logits_profile_predictions_loss: 478.6589 - logcount_predictions_loss: 0.4698 2421/2430 [============================>.] - ETA: 1s - loss: 482.8871 - logits_profile_predictions_loss: 478.6590 - logcount_predictions_loss: 0.4698 2422/2430 [============================>.] - ETA: 1s - loss: 482.8872 - logits_profile_predictions_loss: 478.6591 - logcount_predictions_loss: 0.4698 2423/2430 [============================>.] - ETA: 0s - loss: 482.8872 - logits_profile_predictions_loss: 478.6592 - logcount_predictions_loss: 0.4698 2424/2430 [============================>.] - ETA: 0s - loss: 482.8873 - logits_profile_predictions_loss: 478.6592 - logcount_predictions_loss: 0.4698 2425/2430 [============================>.] - ETA: 0s - loss: 482.8874 - logits_profile_predictions_loss: 478.6593 - logcount_predictions_loss: 0.4698 2426/2430 [============================>.] - ETA: 0s - loss: 482.8875 - logits_profile_predictions_loss: 478.6594 - logcount_predictions_loss: 0.4698 2427/2430 [============================>.] - ETA: 0s - loss: 482.8876 - logits_profile_predictions_loss: 478.6595 - logcount_predictions_loss: 0.4698 2428/2430 [============================>.] - ETA: 0s - loss: 482.8876 - logits_profile_predictions_loss: 478.6596 - logcount_predictions_loss: 0.4698 2429/2430 [============================>.] - ETA: 0s - loss: 482.8877 - logits_profile_predictions_loss: 478.6597 - logcount_predictions_loss: 0.4698 2430/2430 [==============================] - ETA: 0s - loss: 482.8878 - logits_profile_predictions_loss: 478.6598 - logcount_predictions_loss: 0.4698 2430/2430 [==============================] - 353s 145ms/step - loss: 482.8878 - logits_profile_predictions_loss: 478.6599 - logcount_predictions_loss: 0.4698 - val_loss: 500.8740 - val_logits_profile_predictions_loss: 496.6718 - val_logcount_predictions_loss: 0.4669 Epoch 00006: val_loss did not improve from 497.50089 Epoch 7/50 1/2430 [..............................] - ETA: 6:16 - loss: 555.5674 - logits_profile_predictions_loss: 552.9813 - logcount_predictions_loss: 0.2873 2/2430 [..............................] - ETA: 5:39 - loss: 561.5838 - logits_profile_predictions_loss: 558.7839 - logcount_predictions_loss: 0.3111 3/2430 [..............................] - ETA: 5:37 - loss: 559.3504 - logits_profile_predictions_loss: 556.2316 - logcount_predictions_loss: 0.3465 4/2430 [..............................] - ETA: 5:36 - loss: 557.9019 - logits_profile_predictions_loss: 554.5592 - logcount_predictions_loss: 0.3714 5/2430 [..............................] - ETA: 5:36 - loss: 551.7285 - logits_profile_predictions_loss: 548.2510 - logcount_predictions_loss: 0.3864 6/2430 [..............................] - ETA: 5:36 - loss: 547.6703 - logits_profile_predictions_loss: 544.0900 - logcount_predictions_loss: 0.3978 7/2430 [..............................] - ETA: 5:36 - loss: 545.0816 - logits_profile_predictions_loss: 541.4319 - logcount_predictions_loss: 0.4055 8/2430 [..............................] - ETA: 5:36 - loss: 541.3903 - logits_profile_predictions_loss: 537.7013 - logcount_predictions_loss: 0.4099 9/2430 [..............................] - ETA: 5:36 - loss: 537.5149 - logits_profile_predictions_loss: 533.8051 - logcount_predictions_loss: 0.4122 10/2430 [..............................] - ETA: 5:35 - loss: 534.3694 - logits_profile_predictions_loss: 530.6389 - logcount_predictions_loss: 0.4145 11/2430 [..............................] - ETA: 5:35 - loss: 532.2947 - logits_profile_predictions_loss: 528.5397 - logcount_predictions_loss: 0.4172 12/2430 [..............................] - ETA: 5:35 - loss: 530.9861 - logits_profile_predictions_loss: 527.1927 - logcount_predictions_loss: 0.4215 13/2430 [..............................] - ETA: 5:35 - loss: 529.3624 - logits_profile_predictions_loss: 525.5367 - logcount_predictions_loss: 0.4251 14/2430 [..............................] - ETA: 5:35 - loss: 527.4897 - logits_profile_predictions_loss: 523.6380 - logcount_predictions_loss: 0.4280 15/2430 [..............................] - ETA: 5:34 - loss: 525.9114 - logits_profile_predictions_loss: 522.0350 - logcount_predictions_loss: 0.4307 16/2430 [..............................] - ETA: 5:34 - loss: 524.0234 - logits_profile_predictions_loss: 520.1299 - logcount_predictions_loss: 0.4326 17/2430 [..............................] - ETA: 5:34 - loss: 521.8938 - logits_profile_predictions_loss: 517.9853 - logcount_predictions_loss: 0.4343 18/2430 [..............................] - ETA: 5:34 - loss: 520.2403 - logits_profile_predictions_loss: 516.3212 - logcount_predictions_loss: 0.4355 19/2430 [..............................] - ETA: 5:34 - loss: 518.6903 - logits_profile_predictions_loss: 514.7639 - logcount_predictions_loss: 0.4363 20/2430 [..............................] - ETA: 5:34 - loss: 517.2610 - logits_profile_predictions_loss: 513.3291 - logcount_predictions_loss: 0.4369 21/2430 [..............................] - ETA: 5:34 - loss: 516.1687 - logits_profile_predictions_loss: 512.2300 - logcount_predictions_loss: 0.4376 22/2430 [..............................] - ETA: 5:34 - loss: 515.3140 - logits_profile_predictions_loss: 511.3696 - logcount_predictions_loss: 0.4383 23/2430 [..............................] - ETA: 5:33 - loss: 514.4325 - logits_profile_predictions_loss: 510.4842 - logcount_predictions_loss: 0.4387 24/2430 [..............................] - ETA: 5:33 - loss: 513.4820 - logits_profile_predictions_loss: 509.5317 - logcount_predictions_loss: 0.4389 25/2430 [..............................] - ETA: 5:33 - loss: 512.5564 - logits_profile_predictions_loss: 508.6066 - logcount_predictions_loss: 0.4389 26/2430 [..............................] - ETA: 5:33 - loss: 511.8060 - logits_profile_predictions_loss: 507.8543 - logcount_predictions_loss: 0.4391 27/2430 [..............................] - ETA: 5:33 - loss: 511.0321 - logits_profile_predictions_loss: 507.0777 - logcount_predictions_loss: 0.4394 28/2430 [..............................] - ETA: 5:33 - loss: 510.2423 - logits_profile_predictions_loss: 506.2870 - logcount_predictions_loss: 0.4395 29/2430 [..............................] - ETA: 5:33 - loss: 509.4737 - logits_profile_predictions_loss: 505.5177 - logcount_predictions_loss: 0.4396 30/2430 [..............................] - ETA: 5:32 - loss: 508.6332 - logits_profile_predictions_loss: 504.6765 - logcount_predictions_loss: 0.4396 31/2430 [..............................] - ETA: 5:32 - loss: 507.8026 - logits_profile_predictions_loss: 503.8451 - logcount_predictions_loss: 0.4397 32/2430 [..............................] - ETA: 5:32 - loss: 507.1371 - logits_profile_predictions_loss: 503.1787 - logcount_predictions_loss: 0.4398 33/2430 [..............................] - ETA: 5:32 - loss: 506.5186 - logits_profile_predictions_loss: 502.5609 - logcount_predictions_loss: 0.4398 34/2430 [..............................] - ETA: 5:32 - loss: 505.9608 - logits_profile_predictions_loss: 502.0029 - logcount_predictions_loss: 0.4398 35/2430 [..............................] - ETA: 5:32 - loss: 505.4247 - logits_profile_predictions_loss: 501.4679 - logcount_predictions_loss: 0.4397 36/2430 [..............................] - ETA: 5:31 - loss: 504.8383 - logits_profile_predictions_loss: 500.8806 - logcount_predictions_loss: 0.4398 37/2430 [..............................] - ETA: 5:31 - loss: 504.3188 - logits_profile_predictions_loss: 500.3608 - logcount_predictions_loss: 0.4398 38/2430 [..............................] - ETA: 5:31 - loss: 503.8225 - logits_profile_predictions_loss: 499.8631 - logcount_predictions_loss: 0.4399 39/2430 [..............................] - ETA: 5:31 - loss: 503.3428 - logits_profile_predictions_loss: 499.3833 - logcount_predictions_loss: 0.4400 40/2430 [..............................] - ETA: 5:31 - loss: 502.8628 - logits_profile_predictions_loss: 498.9027 - logcount_predictions_loss: 0.4400 41/2430 [..............................] - ETA: 5:31 - loss: 502.4369 - logits_profile_predictions_loss: 498.4769 - logcount_predictions_loss: 0.4400 42/2430 [..............................] - ETA: 5:31 - loss: 502.0671 - logits_profile_predictions_loss: 498.1061 - logcount_predictions_loss: 0.4401 43/2430 [..............................] - ETA: 5:31 - loss: 501.6718 - logits_profile_predictions_loss: 497.7107 - logcount_predictions_loss: 0.4401 44/2430 [..............................] - ETA: 5:30 - loss: 501.3073 - logits_profile_predictions_loss: 497.3452 - logcount_predictions_loss: 0.4402 45/2430 [..............................] - ETA: 5:31 - loss: 500.9218 - logits_profile_predictions_loss: 496.9587 - logcount_predictions_loss: 0.4403 46/2430 [..............................] - ETA: 5:31 - loss: 500.5547 - logits_profile_predictions_loss: 496.5907 - logcount_predictions_loss: 0.4404 47/2430 [..............................] - ETA: 5:31 - loss: 500.2330 - logits_profile_predictions_loss: 496.2685 - logcount_predictions_loss: 0.4405 48/2430 [..............................] - ETA: 5:31 - loss: 499.9488 - logits_profile_predictions_loss: 495.9839 - logcount_predictions_loss: 0.4406 49/2430 [..............................] - ETA: 5:30 - loss: 499.6502 - logits_profile_predictions_loss: 495.6848 - logcount_predictions_loss: 0.4406 50/2430 [..............................] - ETA: 5:30 - loss: 499.4137 - logits_profile_predictions_loss: 495.4477 - logcount_predictions_loss: 0.4407 51/2430 [..............................] - ETA: 5:30 - loss: 499.1920 - logits_profile_predictions_loss: 495.2252 - logcount_predictions_loss: 0.4408 52/2430 [..............................] - ETA: 5:30 - loss: 498.9774 - logits_profile_predictions_loss: 495.0101 - logcount_predictions_loss: 0.4408 53/2430 [..............................] - ETA: 5:30 - loss: 498.7522 - logits_profile_predictions_loss: 494.7847 - logcount_predictions_loss: 0.4408 54/2430 [..............................] - ETA: 5:30 - loss: 498.4796 - logits_profile_predictions_loss: 494.5119 - logcount_predictions_loss: 0.4409 55/2430 [..............................] - ETA: 5:29 - loss: 498.1833 - logits_profile_predictions_loss: 494.2157 - logcount_predictions_loss: 0.4409 56/2430 [..............................] - ETA: 5:29 - loss: 497.8859 - logits_profile_predictions_loss: 493.9184 - logcount_predictions_loss: 0.4408 57/2430 [..............................] - ETA: 5:29 - loss: 497.6045 - logits_profile_predictions_loss: 493.6366 - logcount_predictions_loss: 0.4409 58/2430 [..............................] - ETA: 5:29 - loss: 497.3319 - logits_profile_predictions_loss: 493.3640 - logcount_predictions_loss: 0.4409 59/2430 [..............................] - ETA: 5:29 - loss: 497.0834 - logits_profile_predictions_loss: 493.1153 - logcount_predictions_loss: 0.4409 60/2430 [..............................] - ETA: 5:29 - loss: 496.8262 - logits_profile_predictions_loss: 492.8578 - logcount_predictions_loss: 0.4409 61/2430 [..............................] - ETA: 5:29 - loss: 496.5665 - logits_profile_predictions_loss: 492.5979 - logcount_predictions_loss: 0.4410 62/2430 [..............................] - ETA: 5:28 - loss: 496.3106 - logits_profile_predictions_loss: 492.3420 - logcount_predictions_loss: 0.4410 63/2430 [..............................] - ETA: 5:28 - loss: 496.0702 - logits_profile_predictions_loss: 492.1015 - logcount_predictions_loss: 0.4410 64/2430 [..............................] - ETA: 5:28 - loss: 495.8035 - logits_profile_predictions_loss: 491.8350 - logcount_predictions_loss: 0.4409 65/2430 [..............................] - ETA: 5:28 - loss: 495.5661 - logits_profile_predictions_loss: 491.5978 - logcount_predictions_loss: 0.4409 66/2430 [..............................] - ETA: 5:28 - loss: 495.3574 - logits_profile_predictions_loss: 491.3891 - logcount_predictions_loss: 0.4409 67/2430 [..............................] - ETA: 5:28 - loss: 495.1520 - logits_profile_predictions_loss: 491.1834 - logcount_predictions_loss: 0.4410 68/2430 [..............................] - ETA: 5:27 - loss: 494.9714 - logits_profile_predictions_loss: 491.0024 - logcount_predictions_loss: 0.4410 69/2430 [..............................] - ETA: 5:27 - loss: 494.8032 - logits_profile_predictions_loss: 490.8337 - logcount_predictions_loss: 0.4411 70/2430 [..............................] - ETA: 5:27 - loss: 494.6456 - logits_profile_predictions_loss: 490.6758 - logcount_predictions_loss: 0.4411 71/2430 [..............................] - ETA: 5:27 - loss: 494.4892 - logits_profile_predictions_loss: 490.5190 - logcount_predictions_loss: 0.4411 72/2430 [..............................] - ETA: 5:27 - loss: 494.3284 - logits_profile_predictions_loss: 490.3578 - logcount_predictions_loss: 0.4412 73/2430 [..............................] - ETA: 5:27 - loss: 494.1571 - logits_profile_predictions_loss: 490.1864 - logcount_predictions_loss: 0.4412 74/2430 [..............................] - ETA: 5:27 - loss: 493.9926 - logits_profile_predictions_loss: 490.0216 - logcount_predictions_loss: 0.4412 75/2430 [..............................] - ETA: 5:26 - loss: 493.8126 - logits_profile_predictions_loss: 489.8415 - logcount_predictions_loss: 0.4412 76/2430 [..............................] - ETA: 5:26 - loss: 493.6274 - logits_profile_predictions_loss: 489.6558 - logcount_predictions_loss: 0.4413 77/2430 [..............................] - ETA: 5:26 - loss: 493.4594 - logits_profile_predictions_loss: 489.4872 - logcount_predictions_loss: 0.4414 78/2430 [..............................] - ETA: 5:26 - loss: 493.2805 - logits_profile_predictions_loss: 489.3075 - logcount_predictions_loss: 0.4414 79/2430 [..............................] - ETA: 5:26 - loss: 493.0992 - logits_profile_predictions_loss: 489.1250 - logcount_predictions_loss: 0.4416 80/2430 [..............................] - ETA: 5:26 - loss: 492.9239 - logits_profile_predictions_loss: 488.9483 - logcount_predictions_loss: 0.4417 81/2430 [>.............................] - ETA: 5:26 - loss: 492.7680 - logits_profile_predictions_loss: 488.7911 - logcount_predictions_loss: 0.4419 82/2430 [>.............................] - ETA: 5:25 - loss: 492.6101 - logits_profile_predictions_loss: 488.6321 - logcount_predictions_loss: 0.4420 83/2430 [>.............................] - ETA: 5:25 - loss: 492.4607 - logits_profile_predictions_loss: 488.4817 - logcount_predictions_loss: 0.4421 84/2430 [>.............................] - ETA: 5:25 - loss: 492.3160 - logits_profile_predictions_loss: 488.3361 - logcount_predictions_loss: 0.4422 85/2430 [>.............................] - ETA: 5:25 - loss: 492.1890 - logits_profile_predictions_loss: 488.2083 - logcount_predictions_loss: 0.4423 86/2430 [>.............................] - ETA: 5:25 - loss: 492.0644 - logits_profile_predictions_loss: 488.0829 - logcount_predictions_loss: 0.4424 87/2430 [>.............................] - ETA: 5:25 - loss: 491.9252 - logits_profile_predictions_loss: 487.9428 - logcount_predictions_loss: 0.4425 88/2430 [>.............................] - ETA: 5:25 - loss: 491.7901 - logits_profile_predictions_loss: 487.8070 - logcount_predictions_loss: 0.4426 89/2430 [>.............................] - ETA: 5:24 - loss: 491.6548 - logits_profile_predictions_loss: 487.6711 - logcount_predictions_loss: 0.4426 90/2430 [>.............................] - ETA: 5:24 - loss: 491.5353 - logits_profile_predictions_loss: 487.5513 - logcount_predictions_loss: 0.4427 91/2430 [>.............................] - ETA: 5:24 - loss: 491.4295 - logits_profile_predictions_loss: 487.4448 - logcount_predictions_loss: 0.4427 92/2430 [>.............................] - ETA: 5:24 - loss: 491.3311 - logits_profile_predictions_loss: 487.3459 - logcount_predictions_loss: 0.4428 93/2430 [>.............................] - ETA: 5:24 - loss: 491.2340 - logits_profile_predictions_loss: 487.2484 - logcount_predictions_loss: 0.4428 94/2430 [>.............................] - ETA: 5:24 - loss: 491.1476 - logits_profile_predictions_loss: 487.1617 - logcount_predictions_loss: 0.4429 95/2430 [>.............................] - ETA: 5:24 - loss: 491.0711 - logits_profile_predictions_loss: 487.0846 - logcount_predictions_loss: 0.4429 96/2430 [>.............................] - ETA: 5:23 - loss: 490.9829 - logits_profile_predictions_loss: 486.9960 - logcount_predictions_loss: 0.4430 97/2430 [>.............................] - ETA: 5:23 - loss: 490.9009 - logits_profile_predictions_loss: 486.9134 - logcount_predictions_loss: 0.4431 98/2430 [>.............................] - ETA: 5:23 - loss: 490.8209 - logits_profile_predictions_loss: 486.8323 - logcount_predictions_loss: 0.4432 99/2430 [>.............................] - ETA: 5:23 - loss: 490.7408 - logits_profile_predictions_loss: 486.7509 - logcount_predictions_loss: 0.4433 100/2430 [>.............................] - ETA: 5:23 - loss: 490.6621 - logits_profile_predictions_loss: 486.6711 - logcount_predictions_loss: 0.4434 101/2430 [>.............................] - ETA: 5:23 - loss: 490.5810 - logits_profile_predictions_loss: 486.5888 - logcount_predictions_loss: 0.4436 102/2430 [>.............................] - ETA: 5:23 - loss: 490.4986 - logits_profile_predictions_loss: 486.5053 - logcount_predictions_loss: 0.4437 103/2430 [>.............................] - ETA: 5:22 - loss: 490.4112 - logits_profile_predictions_loss: 486.4167 - logcount_predictions_loss: 0.4438 104/2430 [>.............................] - ETA: 5:22 - loss: 490.3215 - logits_profile_predictions_loss: 486.3260 - logcount_predictions_loss: 0.4440 105/2430 [>.............................] - ETA: 5:22 - loss: 490.2415 - logits_profile_predictions_loss: 486.2449 - logcount_predictions_loss: 0.4441 106/2430 [>.............................] - ETA: 5:22 - loss: 490.1570 - logits_profile_predictions_loss: 486.1595 - logcount_predictions_loss: 0.4442 107/2430 [>.............................] - ETA: 5:22 - loss: 490.0810 - logits_profile_predictions_loss: 486.0827 - logcount_predictions_loss: 0.4443 108/2430 [>.............................] - ETA: 5:22 - loss: 490.0051 - logits_profile_predictions_loss: 486.0060 - logcount_predictions_loss: 0.4443 109/2430 [>.............................] - ETA: 5:22 - loss: 489.9274 - logits_profile_predictions_loss: 485.9274 - logcount_predictions_loss: 0.4444 110/2430 [>.............................] - ETA: 5:21 - loss: 489.8487 - logits_profile_predictions_loss: 485.8480 - logcount_predictions_loss: 0.4445 111/2430 [>.............................] - ETA: 5:21 - loss: 489.7755 - logits_profile_predictions_loss: 485.7740 - logcount_predictions_loss: 0.4446 112/2430 [>.............................] - ETA: 5:21 - loss: 489.7061 - logits_profile_predictions_loss: 485.7039 - logcount_predictions_loss: 0.4447 113/2430 [>.............................] - ETA: 5:21 - loss: 489.6420 - logits_profile_predictions_loss: 485.6391 - logcount_predictions_loss: 0.4448 114/2430 [>.............................] - ETA: 5:21 - loss: 489.5790 - logits_profile_predictions_loss: 485.5752 - logcount_predictions_loss: 0.4449 115/2430 [>.............................] - ETA: 5:21 - loss: 489.5125 - logits_profile_predictions_loss: 485.5080 - logcount_predictions_loss: 0.4449 116/2430 [>.............................] - ETA: 5:21 - loss: 489.4456 - logits_profile_predictions_loss: 485.4405 - logcount_predictions_loss: 0.4450 117/2430 [>.............................] - ETA: 5:20 - loss: 489.3722 - logits_profile_predictions_loss: 485.3662 - logcount_predictions_loss: 0.4451 118/2430 [>.............................] - ETA: 5:20 - loss: 489.3004 - logits_profile_predictions_loss: 485.2936 - logcount_predictions_loss: 0.4452 119/2430 [>.............................] - ETA: 5:20 - loss: 489.2323 - logits_profile_predictions_loss: 485.2248 - logcount_predictions_loss: 0.4453 120/2430 [>.............................] - ETA: 5:20 - loss: 489.1668 - logits_profile_predictions_loss: 485.1586 - logcount_predictions_loss: 0.4454 121/2430 [>.............................] - ETA: 5:20 - loss: 489.1065 - logits_profile_predictions_loss: 485.0976 - logcount_predictions_loss: 0.4454 122/2430 [>.............................] - ETA: 5:20 - loss: 489.0426 - logits_profile_predictions_loss: 485.0329 - logcount_predictions_loss: 0.4455 123/2430 [>.............................] - ETA: 5:20 - loss: 488.9747 - logits_profile_predictions_loss: 484.9643 - logcount_predictions_loss: 0.4456 124/2430 [>.............................] - ETA: 5:19 - loss: 488.9047 - logits_profile_predictions_loss: 484.8935 - logcount_predictions_loss: 0.4457 125/2430 [>.............................] - ETA: 5:19 - loss: 488.8355 - logits_profile_predictions_loss: 484.8236 - logcount_predictions_loss: 0.4458 126/2430 [>.............................] - ETA: 5:19 - loss: 488.7630 - logits_profile_predictions_loss: 484.7505 - logcount_predictions_loss: 0.4458 127/2430 [>.............................] - ETA: 5:19 - loss: 488.6983 - logits_profile_predictions_loss: 484.6851 - logcount_predictions_loss: 0.4459 128/2430 [>.............................] - ETA: 5:19 - loss: 488.6296 - logits_profile_predictions_loss: 484.6157 - logcount_predictions_loss: 0.4460 129/2430 [>.............................] - ETA: 5:19 - loss: 488.5619 - logits_profile_predictions_loss: 484.5473 - logcount_predictions_loss: 0.4461 130/2430 [>.............................] - ETA: 5:19 - loss: 488.4920 - logits_profile_predictions_loss: 484.4766 - logcount_predictions_loss: 0.4461 131/2430 [>.............................] - ETA: 5:18 - loss: 488.4258 - 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[============================>.] - ETA: 0s - loss: 480.5608 - logits_profile_predictions_loss: 476.4842 - logcount_predictions_loss: 0.4529 2428/2430 [============================>.] - ETA: 0s - loss: 480.5605 - logits_profile_predictions_loss: 476.4839 - logcount_predictions_loss: 0.4529 2429/2430 [============================>.] - ETA: 0s - loss: 480.5603 - logits_profile_predictions_loss: 476.4837 - logcount_predictions_loss: 0.4529 2430/2430 [==============================] - ETA: 0s - loss: 480.5600 - logits_profile_predictions_loss: 476.4834 - logcount_predictions_loss: 0.4529 2430/2430 [==============================] - 352s 145ms/step - loss: 480.5597 - logits_profile_predictions_loss: 476.4832 - logcount_predictions_loss: 0.4529 - val_loss: 496.1751 - val_logits_profile_predictions_loss: 491.7360 - val_logcount_predictions_loss: 0.4932 Epoch 00007: val_loss improved from 497.50089 to 496.17514, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR354SDH//chrombppnet_model_encsr283tme_bias_fold_3/chrombpnet.h5 Epoch 8/50 1/2430 [..............................] - ETA: 6:17 - loss: 580.4427 - logits_profile_predictions_loss: 575.0531 - logcount_predictions_loss: 0.5988 2/2430 [..............................] - ETA: 5:42 - loss: 563.6072 - logits_profile_predictions_loss: 558.5843 - logcount_predictions_loss: 0.5581 3/2430 [..............................] - ETA: 5:39 - loss: 542.8379 - logits_profile_predictions_loss: 538.0833 - logcount_predictions_loss: 0.5283 4/2430 [..............................] - ETA: 5:38 - loss: 529.2754 - logits_profile_predictions_loss: 524.6549 - logcount_predictions_loss: 0.5134 5/2430 [..............................] - ETA: 5:38 - loss: 523.2902 - logits_profile_predictions_loss: 518.7508 - logcount_predictions_loss: 0.5044 6/2430 [..............................] - ETA: 5:37 - loss: 517.0607 - logits_profile_predictions_loss: 512.6035 - 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- logits_profile_predictions_loss: 487.9554 - logcount_predictions_loss: 0.4652 14/2430 [..............................] - ETA: 5:38 - loss: 490.3138 - logits_profile_predictions_loss: 486.1503 - logcount_predictions_loss: 0.4626 15/2430 [..............................] - ETA: 5:38 - loss: 488.7273 - logits_profile_predictions_loss: 484.5826 - logcount_predictions_loss: 0.4605 16/2430 [..............................] - ETA: 5:38 - loss: 487.4221 - logits_profile_predictions_loss: 483.2919 - logcount_predictions_loss: 0.4589 17/2430 [..............................] - ETA: 5:37 - loss: 486.3430 - logits_profile_predictions_loss: 482.2241 - logcount_predictions_loss: 0.4576 18/2430 [..............................] - ETA: 5:37 - loss: 485.7561 - logits_profile_predictions_loss: 481.6341 - logcount_predictions_loss: 0.4580 19/2430 [..............................] - ETA: 5:37 - loss: 485.3794 - logits_profile_predictions_loss: 481.2538 - logcount_predictions_loss: 0.4584 20/2430 [..............................] - ETA: 5:36 - loss: 485.0814 - logits_profile_predictions_loss: 480.9530 - logcount_predictions_loss: 0.4587 21/2430 [..............................] - ETA: 5:36 - loss: 484.6800 - logits_profile_predictions_loss: 480.5472 - logcount_predictions_loss: 0.4592 22/2430 [..............................] - ETA: 5:36 - loss: 484.4000 - logits_profile_predictions_loss: 480.2633 - logcount_predictions_loss: 0.4596 23/2430 [..............................] - ETA: 5:36 - loss: 484.4062 - logits_profile_predictions_loss: 480.2669 - logcount_predictions_loss: 0.4599 24/2430 [..............................] - ETA: 5:35 - loss: 484.4081 - logits_profile_predictions_loss: 480.2690 - logcount_predictions_loss: 0.4599 25/2430 [..............................] - ETA: 5:35 - loss: 484.3434 - logits_profile_predictions_loss: 480.2045 - logcount_predictions_loss: 0.4599 26/2430 [..............................] - ETA: 5:35 - loss: 484.2384 - logits_profile_predictions_loss: 480.0999 - logcount_predictions_loss: 0.4598 27/2430 [..............................] - ETA: 5:35 - loss: 484.1354 - logits_profile_predictions_loss: 479.9947 - logcount_predictions_loss: 0.4601 28/2430 [..............................] - ETA: 5:35 - loss: 484.0019 - logits_profile_predictions_loss: 479.8607 - logcount_predictions_loss: 0.4601 29/2430 [..............................] - ETA: 5:34 - loss: 483.7766 - logits_profile_predictions_loss: 479.6339 - logcount_predictions_loss: 0.4603 30/2430 [..............................] - ETA: 5:34 - loss: 483.5769 - logits_profile_predictions_loss: 479.4332 - logcount_predictions_loss: 0.4604 31/2430 [..............................] - ETA: 5:34 - loss: 483.4374 - logits_profile_predictions_loss: 479.2925 - logcount_predictions_loss: 0.4605 32/2430 [..............................] - ETA: 5:34 - loss: 483.2453 - logits_profile_predictions_loss: 479.1001 - logcount_predictions_loss: 0.4606 33/2430 [..............................] - ETA: 5:34 - 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logits_profile_predictions_loss: 473.9806 - logcount_predictions_loss: 0.4512 373/2430 [===>..........................] - ETA: 4:45 - loss: 478.0378 - logits_profile_predictions_loss: 473.9772 - logcount_predictions_loss: 0.4512 374/2430 [===>..........................] - ETA: 4:45 - loss: 478.0337 - logits_profile_predictions_loss: 473.9734 - logcount_predictions_loss: 0.4511 375/2430 [===>..........................] - ETA: 4:45 - loss: 478.0299 - logits_profile_predictions_loss: 473.9698 - logcount_predictions_loss: 0.4511 376/2430 [===>..........................] - ETA: 4:45 - loss: 478.0258 - logits_profile_predictions_loss: 473.9660 - logcount_predictions_loss: 0.4511 377/2430 [===>..........................] - ETA: 4:44 - loss: 478.0209 - logits_profile_predictions_loss: 473.9614 - logcount_predictions_loss: 0.4510 378/2430 [===>..........................] - ETA: 4:44 - loss: 478.0164 - logits_profile_predictions_loss: 473.9572 - logcount_predictions_loss: 0.4510 379/2430 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[====>.........................] - ETA: 4:41 - loss: 477.8724 - logits_profile_predictions_loss: 473.8209 - logcount_predictions_loss: 0.4502 406/2430 [====>.........................] - ETA: 4:40 - loss: 477.8661 - logits_profile_predictions_loss: 473.8149 - logcount_predictions_loss: 0.4501 407/2430 [====>.........................] - ETA: 4:40 - loss: 477.8595 - logits_profile_predictions_loss: 473.8087 - logcount_predictions_loss: 0.4501 408/2430 [====>.........................] - ETA: 4:40 - loss: 477.8536 - logits_profile_predictions_loss: 473.8031 - logcount_predictions_loss: 0.4500 409/2430 [====>.........................] - ETA: 4:40 - loss: 477.8479 - logits_profile_predictions_loss: 473.7977 - logcount_predictions_loss: 0.4500 410/2430 [====>.........................] - ETA: 4:40 - loss: 477.8418 - logits_profile_predictions_loss: 473.7920 - logcount_predictions_loss: 0.4500 411/2430 [====>.........................] - ETA: 4:40 - loss: 477.8354 - 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[====>.........................] - ETA: 4:39 - loss: 477.7854 - logits_profile_predictions_loss: 473.7382 - logcount_predictions_loss: 0.4497 419/2430 [====>.........................] - ETA: 4:39 - loss: 477.7783 - logits_profile_predictions_loss: 473.7315 - logcount_predictions_loss: 0.4496 420/2430 [====>.........................] - ETA: 4:38 - loss: 477.7714 - logits_profile_predictions_loss: 473.7249 - logcount_predictions_loss: 0.4496 421/2430 [====>.........................] - ETA: 4:38 - loss: 477.7643 - logits_profile_predictions_loss: 473.7182 - logcount_predictions_loss: 0.4496 422/2430 [====>.........................] - ETA: 4:38 - loss: 477.7569 - logits_profile_predictions_loss: 473.7111 - logcount_predictions_loss: 0.4495 423/2430 [====>.........................] - ETA: 4:38 - loss: 477.7491 - logits_profile_predictions_loss: 473.7036 - logcount_predictions_loss: 0.4495 424/2430 [====>.........................] - ETA: 4:38 - loss: 477.7416 - 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[====>.........................] - ETA: 4:37 - loss: 477.6834 - logits_profile_predictions_loss: 473.6407 - logcount_predictions_loss: 0.4492 432/2430 [====>.........................] - ETA: 4:37 - loss: 477.6747 - logits_profile_predictions_loss: 473.6324 - logcount_predictions_loss: 0.4491 433/2430 [====>.........................] - ETA: 4:37 - loss: 477.6662 - logits_profile_predictions_loss: 473.6242 - logcount_predictions_loss: 0.4491 434/2430 [====>.........................] - ETA: 4:37 - loss: 477.6579 - logits_profile_predictions_loss: 473.6163 - logcount_predictions_loss: 0.4491 435/2430 [====>.........................] - ETA: 4:36 - loss: 477.6496 - logits_profile_predictions_loss: 473.6084 - logcount_predictions_loss: 0.4490 436/2430 [====>.........................] - ETA: 4:36 - loss: 477.6411 - logits_profile_predictions_loss: 473.6001 - logcount_predictions_loss: 0.4490 437/2430 [====>.........................] - ETA: 4:36 - loss: 477.6327 - logits_profile_predictions_loss: 473.5921 - logcount_predictions_loss: 0.4489 438/2430 [====>.........................] - ETA: 4:36 - loss: 477.6247 - logits_profile_predictions_loss: 473.5845 - logcount_predictions_loss: 0.4489 439/2430 [====>.........................] - ETA: 4:36 - loss: 477.6170 - logits_profile_predictions_loss: 473.5771 - logcount_predictions_loss: 0.4489 440/2430 [====>.........................] - ETA: 4:36 - loss: 477.6094 - logits_profile_predictions_loss: 473.5698 - logcount_predictions_loss: 0.4488 441/2430 [====>.........................] - ETA: 4:36 - loss: 477.6019 - logits_profile_predictions_loss: 473.5627 - logcount_predictions_loss: 0.4488 442/2430 [====>.........................] - ETA: 4:35 - loss: 477.5946 - logits_profile_predictions_loss: 473.5557 - logcount_predictions_loss: 0.4488 443/2430 [====>.........................] - ETA: 4:35 - loss: 477.5875 - logits_profile_predictions_loss: 473.5489 - logcount_predictions_loss: 0.4487 444/2430 [====>.........................] - ETA: 4:35 - loss: 477.5802 - logits_profile_predictions_loss: 473.5419 - logcount_predictions_loss: 0.4487 445/2430 [====>.........................] - ETA: 4:35 - loss: 477.5725 - logits_profile_predictions_loss: 473.5345 - logcount_predictions_loss: 0.4486 446/2430 [====>.........................] - ETA: 4:35 - loss: 477.5648 - logits_profile_predictions_loss: 473.5272 - logcount_predictions_loss: 0.4486 447/2430 [====>.........................] - ETA: 4:35 - loss: 477.5568 - logits_profile_predictions_loss: 473.5195 - logcount_predictions_loss: 0.4486 448/2430 [====>.........................] - ETA: 4:35 - loss: 477.5491 - logits_profile_predictions_loss: 473.5120 - logcount_predictions_loss: 0.4485 449/2430 [====>.........................] - ETA: 4:34 - loss: 477.5417 - logits_profile_predictions_loss: 473.5050 - logcount_predictions_loss: 0.4485 450/2430 [====>.........................] - ETA: 4:34 - loss: 477.5338 - logits_profile_predictions_loss: 473.4974 - logcount_predictions_loss: 0.4485 451/2430 [====>.........................] - ETA: 4:34 - loss: 477.5252 - logits_profile_predictions_loss: 473.4892 - logcount_predictions_loss: 0.4484 452/2430 [====>.........................] - ETA: 4:34 - loss: 477.5169 - logits_profile_predictions_loss: 473.4811 - logcount_predictions_loss: 0.4484 453/2430 [====>.........................] - ETA: 4:34 - loss: 477.5095 - logits_profile_predictions_loss: 473.4741 - logcount_predictions_loss: 0.4484 454/2430 [====>.........................] - ETA: 4:34 - loss: 477.5025 - logits_profile_predictions_loss: 473.4674 - logcount_predictions_loss: 0.4483 455/2430 [====>.........................] - ETA: 4:34 - loss: 477.4958 - logits_profile_predictions_loss: 473.4609 - logcount_predictions_loss: 0.4483 456/2430 [====>.........................] - ETA: 4:34 - loss: 477.4889 - logits_profile_predictions_loss: 473.4544 - logcount_predictions_loss: 0.4483 457/2430 [====>.........................] - ETA: 4:33 - loss: 477.4816 - logits_profile_predictions_loss: 473.4474 - logcount_predictions_loss: 0.4482 458/2430 [====>.........................] - ETA: 4:33 - loss: 477.4744 - logits_profile_predictions_loss: 473.4405 - logcount_predictions_loss: 0.4482 459/2430 [====>.........................] - ETA: 4:33 - loss: 477.4673 - logits_profile_predictions_loss: 473.4337 - logcount_predictions_loss: 0.4482 460/2430 [====>.........................] - ETA: 4:33 - loss: 477.4601 - logits_profile_predictions_loss: 473.4268 - logcount_predictions_loss: 0.4481 461/2430 [====>.........................] - ETA: 4:33 - loss: 477.4525 - logits_profile_predictions_loss: 473.4195 - logcount_predictions_loss: 0.4481 462/2430 [====>.........................] - ETA: 4:33 - loss: 477.4449 - logits_profile_predictions_loss: 473.4122 - logcount_predictions_loss: 0.4481 463/2430 [====>.........................] - ETA: 4:33 - loss: 477.4371 - logits_profile_predictions_loss: 473.4047 - logcount_predictions_loss: 0.4480 464/2430 [====>.........................] - ETA: 4:32 - loss: 477.4296 - logits_profile_predictions_loss: 473.3975 - logcount_predictions_loss: 0.4480 465/2430 [====>.........................] - ETA: 4:32 - loss: 477.4216 - logits_profile_predictions_loss: 473.3898 - logcount_predictions_loss: 0.4480 466/2430 [====>.........................] - ETA: 4:32 - loss: 477.4142 - logits_profile_predictions_loss: 473.3827 - logcount_predictions_loss: 0.4479 467/2430 [====>.........................] - ETA: 4:32 - loss: 477.4071 - logits_profile_predictions_loss: 473.3759 - logcount_predictions_loss: 0.4479 468/2430 [====>.........................] - ETA: 4:32 - loss: 477.3998 - logits_profile_predictions_loss: 473.3689 - logcount_predictions_loss: 0.4479 469/2430 [====>.........................] - ETA: 4:32 - loss: 477.3925 - logits_profile_predictions_loss: 473.3619 - logcount_predictions_loss: 0.4478 470/2430 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[============================>.] - ETA: 1s - loss: 477.3554 - logits_profile_predictions_loss: 473.4024 - logcount_predictions_loss: 0.4392 2422/2430 [============================>.] - ETA: 1s - loss: 477.3558 - logits_profile_predictions_loss: 473.4028 - logcount_predictions_loss: 0.4392 2423/2430 [============================>.] - ETA: 0s - loss: 477.3562 - logits_profile_predictions_loss: 473.4032 - logcount_predictions_loss: 0.4392 2424/2430 [============================>.] - ETA: 0s - loss: 477.3566 - logits_profile_predictions_loss: 473.4036 - logcount_predictions_loss: 0.4392 2425/2430 [============================>.] - ETA: 0s - loss: 477.3570 - logits_profile_predictions_loss: 473.4040 - logcount_predictions_loss: 0.4392 2426/2430 [============================>.] - ETA: 0s - loss: 477.3574 - logits_profile_predictions_loss: 473.4044 - logcount_predictions_loss: 0.4392 2427/2430 [============================>.] - ETA: 0s - loss: 477.3577 - logits_profile_predictions_loss: 473.4048 - logcount_predictions_loss: 0.4392 2428/2430 [============================>.] - ETA: 0s - loss: 477.3582 - logits_profile_predictions_loss: 473.4052 - logcount_predictions_loss: 0.4392 2429/2430 [============================>.] - ETA: 0s - loss: 477.3585 - logits_profile_predictions_loss: 473.4056 - logcount_predictions_loss: 0.4392 2430/2430 [==============================] - ETA: 0s - loss: 477.3589 - logits_profile_predictions_loss: 473.4060 - logcount_predictions_loss: 0.4392 2430/2430 [==============================] - 352s 145ms/step - loss: 477.3593 - logits_profile_predictions_loss: 473.4064 - logcount_predictions_loss: 0.4392 - val_loss: 499.1516 - val_logits_profile_predictions_loss: 495.0995 - val_logcount_predictions_loss: 0.4502 Epoch 00008: val_loss did not improve from 496.17514 Epoch 9/50 1/2430 [..............................] - ETA: 6:16 - loss: 609.5229 - logits_profile_predictions_loss: 604.8990 - logcount_predictions_loss: 0.5138 2/2430 [..............................] - ETA: 5:40 - loss: 583.4015 - logits_profile_predictions_loss: 578.7572 - logcount_predictions_loss: 0.5160 3/2430 [..............................] - ETA: 5:38 - loss: 570.3438 - logits_profile_predictions_loss: 565.8287 - logcount_predictions_loss: 0.5017 4/2430 [..............................] - ETA: 5:37 - loss: 560.6465 - logits_profile_predictions_loss: 556.2204 - logcount_predictions_loss: 0.4918 5/2430 [..............................] - ETA: 5:37 - loss: 550.9991 - logits_profile_predictions_loss: 546.6652 - logcount_predictions_loss: 0.4815 6/2430 [..............................] - ETA: 5:36 - loss: 546.6870 - logits_profile_predictions_loss: 542.4424 - logcount_predictions_loss: 0.4716 7/2430 [..............................] - ETA: 5:36 - loss: 542.2238 - logits_profile_predictions_loss: 538.0553 - logcount_predictions_loss: 0.4632 8/2430 [..............................] - ETA: 5:36 - loss: 537.6645 - logits_profile_predictions_loss: 533.5667 - logcount_predictions_loss: 0.4553 9/2430 [..............................] - ETA: 5:35 - loss: 534.4428 - logits_profile_predictions_loss: 530.3187 - logcount_predictions_loss: 0.4582 10/2430 [..............................] - ETA: 5:35 - loss: 532.0079 - logits_profile_predictions_loss: 527.8627 - logcount_predictions_loss: 0.4606 11/2430 [..............................] - ETA: 5:35 - loss: 530.1853 - logits_profile_predictions_loss: 526.0127 - logcount_predictions_loss: 0.4636 12/2430 [..............................] - ETA: 5:35 - loss: 528.7381 - logits_profile_predictions_loss: 524.5477 - logcount_predictions_loss: 0.4656 13/2430 [..............................] - ETA: 5:35 - loss: 527.9717 - logits_profile_predictions_loss: 523.7632 - logcount_predictions_loss: 0.4676 14/2430 [..............................] - ETA: 5:35 - loss: 527.3218 - logits_profile_predictions_loss: 523.1067 - logcount_predictions_loss: 0.4683 15/2430 [..............................] - ETA: 5:34 - loss: 526.3328 - logits_profile_predictions_loss: 522.1189 - logcount_predictions_loss: 0.4682 16/2430 [..............................] - ETA: 5:34 - loss: 525.1917 - logits_profile_predictions_loss: 520.9753 - logcount_predictions_loss: 0.4685 17/2430 [..............................] - ETA: 5:34 - loss: 524.1949 - logits_profile_predictions_loss: 519.9738 - logcount_predictions_loss: 0.4690 18/2430 [..............................] - ETA: 5:34 - loss: 523.0741 - logits_profile_predictions_loss: 518.8494 - logcount_predictions_loss: 0.4694 19/2430 [..............................] - ETA: 5:34 - loss: 522.1363 - logits_profile_predictions_loss: 517.9140 - logcount_predictions_loss: 0.4691 20/2430 [..............................] - ETA: 5:34 - loss: 521.1376 - logits_profile_predictions_loss: 516.9165 - logcount_predictions_loss: 0.4690 21/2430 [..............................] - ETA: 5:33 - loss: 520.0621 - logits_profile_predictions_loss: 515.8427 - logcount_predictions_loss: 0.4688 22/2430 [..............................] - ETA: 5:33 - loss: 519.1768 - logits_profile_predictions_loss: 514.9597 - logcount_predictions_loss: 0.4686 23/2430 [..............................] - ETA: 5:33 - loss: 518.2298 - logits_profile_predictions_loss: 514.0159 - logcount_predictions_loss: 0.4682 24/2430 [..............................] - ETA: 5:33 - loss: 517.3144 - logits_profile_predictions_loss: 513.1032 - logcount_predictions_loss: 0.4679 25/2430 [..............................] - ETA: 5:33 - loss: 516.3862 - logits_profile_predictions_loss: 512.1801 - logcount_predictions_loss: 0.4673 26/2430 [..............................] - ETA: 5:33 - loss: 515.4704 - logits_profile_predictions_loss: 511.2700 - logcount_predictions_loss: 0.4667 27/2430 [..............................] - ETA: 5:33 - loss: 514.5273 - logits_profile_predictions_loss: 510.3334 - logcount_predictions_loss: 0.4660 28/2430 [..............................] - ETA: 5:33 - loss: 513.5259 - logits_profile_predictions_loss: 509.3367 - logcount_predictions_loss: 0.4655 29/2430 [..............................] - ETA: 5:33 - loss: 512.4794 - logits_profile_predictions_loss: 508.2964 - logcount_predictions_loss: 0.4648 30/2430 [..............................] - ETA: 5:32 - loss: 511.6419 - logits_profile_predictions_loss: 507.4641 - logcount_predictions_loss: 0.4642 31/2430 [..............................] - ETA: 5:32 - loss: 510.8587 - logits_profile_predictions_loss: 506.6858 - logcount_predictions_loss: 0.4637 32/2430 [..............................] - ETA: 5:32 - loss: 510.0790 - logits_profile_predictions_loss: 505.9102 - logcount_predictions_loss: 0.4632 33/2430 [..............................] - ETA: 5:32 - loss: 509.3140 - logits_profile_predictions_loss: 505.1484 - logcount_predictions_loss: 0.4628 34/2430 [..............................] - ETA: 5:32 - loss: 508.6001 - logits_profile_predictions_loss: 504.4376 - logcount_predictions_loss: 0.4625 35/2430 [..............................] - ETA: 5:32 - loss: 507.9455 - logits_profile_predictions_loss: 503.7863 - logcount_predictions_loss: 0.4621 36/2430 [..............................] - ETA: 5:32 - loss: 507.3441 - logits_profile_predictions_loss: 503.1855 - logcount_predictions_loss: 0.4621 37/2430 [..............................] - ETA: 5:31 - loss: 506.7465 - logits_profile_predictions_loss: 502.5884 - logcount_predictions_loss: 0.4620 38/2430 [..............................] - ETA: 5:31 - loss: 506.1801 - logits_profile_predictions_loss: 502.0231 - logcount_predictions_loss: 0.4619 39/2430 [..............................] - ETA: 5:31 - loss: 505.6718 - logits_profile_predictions_loss: 501.5161 - logcount_predictions_loss: 0.4617 40/2430 [..............................] - ETA: 5:31 - loss: 505.1622 - logits_profile_predictions_loss: 501.0079 - logcount_predictions_loss: 0.4616 41/2430 [..............................] - ETA: 5:31 - loss: 504.6711 - logits_profile_predictions_loss: 500.5190 - logcount_predictions_loss: 0.4613 42/2430 [..............................] - ETA: 5:31 - loss: 504.2625 - logits_profile_predictions_loss: 500.1123 - logcount_predictions_loss: 0.4611 43/2430 [..............................] - ETA: 5:31 - loss: 503.8743 - logits_profile_predictions_loss: 499.7262 - logcount_predictions_loss: 0.4609 44/2430 [..............................] - ETA: 5:30 - loss: 503.4718 - logits_profile_predictions_loss: 499.3258 - logcount_predictions_loss: 0.4607 45/2430 [..............................] - ETA: 5:30 - loss: 503.0981 - logits_profile_predictions_loss: 498.9544 - logcount_predictions_loss: 0.4604 46/2430 [..............................] - ETA: 5:30 - loss: 502.7510 - logits_profile_predictions_loss: 498.6097 - logcount_predictions_loss: 0.4601 47/2430 [..............................] - ETA: 5:30 - loss: 502.3927 - logits_profile_predictions_loss: 498.2542 - logcount_predictions_loss: 0.4598 48/2430 [..............................] - ETA: 5:30 - loss: 502.0456 - logits_profile_predictions_loss: 497.9098 - logcount_predictions_loss: 0.4595 49/2430 [..............................] - ETA: 5:30 - loss: 501.6815 - logits_profile_predictions_loss: 497.5486 - logcount_predictions_loss: 0.4592 50/2430 [..............................] - ETA: 5:30 - loss: 501.3623 - logits_profile_predictions_loss: 497.2327 - logcount_predictions_loss: 0.4588 51/2430 [..............................] - ETA: 5:29 - loss: 501.0517 - logits_profile_predictions_loss: 496.9250 - logcount_predictions_loss: 0.4585 52/2430 [..............................] - ETA: 5:29 - loss: 500.7089 - logits_profile_predictions_loss: 496.5856 - logcount_predictions_loss: 0.4582 53/2430 [..............................] - ETA: 5:29 - loss: 500.3457 - logits_profile_predictions_loss: 496.2253 - logcount_predictions_loss: 0.4578 54/2430 [..............................] - ETA: 5:29 - loss: 499.9724 - logits_profile_predictions_loss: 495.8554 - logcount_predictions_loss: 0.4574 55/2430 [..............................] - ETA: 5:29 - loss: 499.6231 - logits_profile_predictions_loss: 495.5095 - logcount_predictions_loss: 0.4571 56/2430 [..............................] - ETA: 5:29 - loss: 499.3122 - logits_profile_predictions_loss: 495.2021 - logcount_predictions_loss: 0.4567 57/2430 [..............................] - ETA: 5:29 - loss: 499.0244 - logits_profile_predictions_loss: 494.9177 - logcount_predictions_loss: 0.4563 58/2430 [..............................] - ETA: 5:28 - loss: 498.7415 - logits_profile_predictions_loss: 494.6380 - logcount_predictions_loss: 0.4559 59/2430 [..............................] - ETA: 5:28 - loss: 498.4574 - logits_profile_predictions_loss: 494.3569 - logcount_predictions_loss: 0.4556 60/2430 [..............................] - ETA: 5:28 - loss: 498.1876 - logits_profile_predictions_loss: 494.0900 - logcount_predictions_loss: 0.4553 61/2430 [..............................] - ETA: 5:28 - loss: 497.9474 - logits_profile_predictions_loss: 493.8525 - logcount_predictions_loss: 0.4550 62/2430 [..............................] - ETA: 5:28 - loss: 497.7113 - logits_profile_predictions_loss: 493.6195 - logcount_predictions_loss: 0.4546 63/2430 [..............................] - ETA: 5:28 - loss: 497.4941 - logits_profile_predictions_loss: 493.4051 - logcount_predictions_loss: 0.4543 64/2430 [..............................] - ETA: 5:28 - loss: 497.2652 - logits_profile_predictions_loss: 493.1794 - logcount_predictions_loss: 0.4540 65/2430 [..............................] - ETA: 5:27 - loss: 497.0392 - logits_profile_predictions_loss: 492.9568 - logcount_predictions_loss: 0.4536 66/2430 [..............................] - ETA: 5:27 - loss: 496.8225 - logits_profile_predictions_loss: 492.7437 - logcount_predictions_loss: 0.4532 67/2430 [..............................] - ETA: 5:27 - loss: 496.6120 - logits_profile_predictions_loss: 492.5367 - logcount_predictions_loss: 0.4528 68/2430 [..............................] - ETA: 5:27 - loss: 496.3844 - logits_profile_predictions_loss: 492.3125 - logcount_predictions_loss: 0.4524 69/2430 [..............................] - ETA: 5:27 - loss: 496.1667 - logits_profile_predictions_loss: 492.0979 - logcount_predictions_loss: 0.4521 70/2430 [..............................] - ETA: 5:27 - loss: 495.9628 - logits_profile_predictions_loss: 491.8970 - logcount_predictions_loss: 0.4517 71/2430 [..............................] - ETA: 5:27 - loss: 495.7694 - logits_profile_predictions_loss: 491.7066 - logcount_predictions_loss: 0.4514 72/2430 [..............................] - ETA: 5:26 - loss: 495.5874 - logits_profile_predictions_loss: 491.5278 - logcount_predictions_loss: 0.4511 73/2430 [..............................] - ETA: 5:26 - loss: 495.4099 - logits_profile_predictions_loss: 491.3536 - logcount_predictions_loss: 0.4507 74/2430 [..............................] - ETA: 5:26 - loss: 495.2411 - logits_profile_predictions_loss: 491.1880 - logcount_predictions_loss: 0.4503 75/2430 [..............................] - ETA: 5:26 - loss: 495.0757 - logits_profile_predictions_loss: 491.0259 - logcount_predictions_loss: 0.4500 76/2430 [..............................] - ETA: 5:26 - loss: 494.9190 - logits_profile_predictions_loss: 490.8724 - logcount_predictions_loss: 0.4496 77/2430 [..............................] - ETA: 5:26 - loss: 494.7596 - logits_profile_predictions_loss: 490.7157 - logcount_predictions_loss: 0.4493 78/2430 [..............................] - ETA: 5:26 - loss: 494.5986 - logits_profile_predictions_loss: 490.5573 - logcount_predictions_loss: 0.4490 79/2430 [..............................] - ETA: 5:25 - loss: 494.4325 - logits_profile_predictions_loss: 490.3936 - logcount_predictions_loss: 0.4488 80/2430 [..............................] - ETA: 5:25 - loss: 494.2663 - logits_profile_predictions_loss: 490.2297 - logcount_predictions_loss: 0.4485 81/2430 [>.............................] - ETA: 5:25 - loss: 494.1014 - logits_profile_predictions_loss: 490.0670 - logcount_predictions_loss: 0.4483 82/2430 [>.............................] - ETA: 5:25 - loss: 493.9430 - logits_profile_predictions_loss: 489.9109 - logcount_predictions_loss: 0.4480 83/2430 [>.............................] - ETA: 5:25 - loss: 493.7809 - logits_profile_predictions_loss: 489.7511 - logcount_predictions_loss: 0.4477 84/2430 [>.............................] - ETA: 5:25 - loss: 493.6132 - logits_profile_predictions_loss: 489.5860 - logcount_predictions_loss: 0.4475 85/2430 [>.............................] - ETA: 5:25 - loss: 493.4411 - logits_profile_predictions_loss: 489.4163 - logcount_predictions_loss: 0.4472 86/2430 [>.............................] - ETA: 5:25 - loss: 493.2762 - logits_profile_predictions_loss: 489.2534 - logcount_predictions_loss: 0.4470 87/2430 [>.............................] - ETA: 5:24 - loss: 493.1124 - logits_profile_predictions_loss: 489.0914 - logcount_predictions_loss: 0.4468 88/2430 [>.............................] - ETA: 5:24 - loss: 492.9607 - logits_profile_predictions_loss: 488.9417 - logcount_predictions_loss: 0.4466 89/2430 [>.............................] - ETA: 5:24 - loss: 492.8235 - logits_profile_predictions_loss: 488.8066 - logcount_predictions_loss: 0.4463 90/2430 [>.............................] - ETA: 5:24 - loss: 492.6905 - logits_profile_predictions_loss: 488.6756 - logcount_predictions_loss: 0.4461 91/2430 [>.............................] - ETA: 5:24 - loss: 492.5556 - logits_profile_predictions_loss: 488.5428 - logcount_predictions_loss: 0.4459 92/2430 [>.............................] - ETA: 5:24 - loss: 492.4244 - logits_profile_predictions_loss: 488.4136 - logcount_predictions_loss: 0.4456 93/2430 [>.............................] - ETA: 5:24 - loss: 492.2921 - logits_profile_predictions_loss: 488.2832 - logcount_predictions_loss: 0.4454 94/2430 [>.............................] - ETA: 5:23 - loss: 492.1500 - logits_profile_predictions_loss: 488.1432 - logcount_predictions_loss: 0.4452 95/2430 [>.............................] - ETA: 5:23 - loss: 492.0158 - logits_profile_predictions_loss: 488.0107 - logcount_predictions_loss: 0.4450 96/2430 [>.............................] - ETA: 5:23 - loss: 491.8974 - logits_profile_predictions_loss: 487.8942 - logcount_predictions_loss: 0.4448 97/2430 [>.............................] - ETA: 5:23 - loss: 491.7908 - logits_profile_predictions_loss: 487.7894 - logcount_predictions_loss: 0.4446 98/2430 [>.............................] - ETA: 5:23 - loss: 491.6981 - logits_profile_predictions_loss: 487.6984 - logcount_predictions_loss: 0.4444 99/2430 [>.............................] - ETA: 5:23 - loss: 491.6101 - logits_profile_predictions_loss: 487.6121 - logcount_predictions_loss: 0.4442 100/2430 [>.............................] - ETA: 5:23 - loss: 491.5366 - logits_profile_predictions_loss: 487.5400 - logcount_predictions_loss: 0.4441 101/2430 [>.............................] - ETA: 5:22 - loss: 491.4543 - logits_profile_predictions_loss: 487.4591 - logcount_predictions_loss: 0.4439 102/2430 [>.............................] - ETA: 5:22 - loss: 491.3692 - logits_profile_predictions_loss: 487.3753 - logcount_predictions_loss: 0.4438 103/2430 [>.............................] - ETA: 5:22 - loss: 491.2838 - logits_profile_predictions_loss: 487.2911 - logcount_predictions_loss: 0.4436 104/2430 [>.............................] - ETA: 5:22 - loss: 491.2037 - logits_profile_predictions_loss: 487.2121 - logcount_predictions_loss: 0.4435 105/2430 [>.............................] - ETA: 5:22 - loss: 491.1314 - logits_profile_predictions_loss: 487.1410 - logcount_predictions_loss: 0.4434 106/2430 [>.............................] - ETA: 5:22 - loss: 491.0613 - logits_profile_predictions_loss: 487.0721 - logcount_predictions_loss: 0.4432 107/2430 [>.............................] - ETA: 5:22 - loss: 490.9932 - logits_profile_predictions_loss: 487.0052 - logcount_predictions_loss: 0.4431 108/2430 [>.............................] - ETA: 5:21 - loss: 490.9291 - logits_profile_predictions_loss: 486.9424 - logcount_predictions_loss: 0.4430 109/2430 [>.............................] - ETA: 5:21 - loss: 490.8587 - logits_profile_predictions_loss: 486.8733 - logcount_predictions_loss: 0.4428 110/2430 [>.............................] - ETA: 5:21 - loss: 490.7809 - logits_profile_predictions_loss: 486.7970 - logcount_predictions_loss: 0.4427 111/2430 [>.............................] - ETA: 5:21 - loss: 490.7013 - logits_profile_predictions_loss: 486.7187 - logcount_predictions_loss: 0.4425 112/2430 [>.............................] - ETA: 5:21 - loss: 490.6282 - logits_profile_predictions_loss: 486.6469 - logcount_predictions_loss: 0.4424 113/2430 [>.............................] - ETA: 5:21 - loss: 490.5530 - logits_profile_predictions_loss: 486.5728 - logcount_predictions_loss: 0.4422 114/2430 [>.............................] - ETA: 5:21 - loss: 490.4839 - logits_profile_predictions_loss: 486.5048 - logcount_predictions_loss: 0.4421 115/2430 [>.............................] - ETA: 5:20 - loss: 490.4171 - logits_profile_predictions_loss: 486.4391 - logcount_predictions_loss: 0.4420 116/2430 [>.............................] - ETA: 5:20 - loss: 490.3549 - logits_profile_predictions_loss: 486.3780 - logcount_predictions_loss: 0.4419 117/2430 [>.............................] - ETA: 5:20 - loss: 490.2953 - logits_profile_predictions_loss: 486.3194 - logcount_predictions_loss: 0.4418 118/2430 [>.............................] - ETA: 5:20 - loss: 490.2361 - logits_profile_predictions_loss: 486.2614 - logcount_predictions_loss: 0.4416 119/2430 [>.............................] - ETA: 5:20 - loss: 490.1784 - logits_profile_predictions_loss: 486.2048 - logcount_predictions_loss: 0.4415 120/2430 [>.............................] - ETA: 5:20 - loss: 490.1185 - logits_profile_predictions_loss: 486.1458 - logcount_predictions_loss: 0.4414 121/2430 [>.............................] - ETA: 5:20 - loss: 490.0594 - logits_profile_predictions_loss: 486.0875 - logcount_predictions_loss: 0.4413 122/2430 [>.............................] - ETA: 5:20 - loss: 490.0013 - logits_profile_predictions_loss: 486.0302 - logcount_predictions_loss: 0.4412 123/2430 [>.............................] - ETA: 5:19 - loss: 489.9436 - logits_profile_predictions_loss: 485.9733 - logcount_predictions_loss: 0.4411 124/2430 [>.............................] - ETA: 5:19 - loss: 489.8819 - logits_profile_predictions_loss: 485.9123 - logcount_predictions_loss: 0.4411 125/2430 [>.............................] - ETA: 5:19 - loss: 489.8182 - logits_profile_predictions_loss: 485.8494 - logcount_predictions_loss: 0.4410 126/2430 [>.............................] - ETA: 5:19 - loss: 489.7536 - logits_profile_predictions_loss: 485.7855 - logcount_predictions_loss: 0.4409 127/2430 [>.............................] - ETA: 5:19 - loss: 489.6874 - 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[..............................] - ETA: 5:34 - loss: 479.2126 - logits_profile_predictions_loss: 475.3643 - logcount_predictions_loss: 0.4276 24/2430 [..............................] - ETA: 5:33 - loss: 479.0132 - logits_profile_predictions_loss: 475.1619 - logcount_predictions_loss: 0.4279 25/2430 [..............................] - ETA: 5:33 - loss: 478.7927 - logits_profile_predictions_loss: 474.9411 - logcount_predictions_loss: 0.4279 26/2430 [..............................] - ETA: 5:33 - loss: 478.6580 - logits_profile_predictions_loss: 474.8066 - logcount_predictions_loss: 0.4279 27/2430 [..............................] - ETA: 5:33 - loss: 478.5652 - logits_profile_predictions_loss: 474.7112 - logcount_predictions_loss: 0.4282 28/2430 [..............................] - ETA: 5:33 - loss: 478.4118 - logits_profile_predictions_loss: 474.5565 - logcount_predictions_loss: 0.4284 29/2430 [..............................] - ETA: 5:33 - loss: 478.2829 - logits_profile_predictions_loss: 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[===>..........................] - ETA: 4:47 - loss: 473.0160 - logits_profile_predictions_loss: 469.2049 - logcount_predictions_loss: 0.4235 357/2430 [===>..........................] - ETA: 4:47 - loss: 473.0051 - logits_profile_predictions_loss: 469.1943 - logcount_predictions_loss: 0.4234 358/2430 [===>..........................] - ETA: 4:47 - loss: 472.9939 - logits_profile_predictions_loss: 469.1834 - logcount_predictions_loss: 0.4234 359/2430 [===>..........................] - ETA: 4:47 - loss: 472.9833 - logits_profile_predictions_loss: 469.1731 - logcount_predictions_loss: 0.4233 360/2430 [===>..........................] - ETA: 4:46 - loss: 472.9731 - logits_profile_predictions_loss: 469.1633 - logcount_predictions_loss: 0.4233 361/2430 [===>..........................] - ETA: 4:46 - loss: 472.9627 - logits_profile_predictions_loss: 469.1533 - logcount_predictions_loss: 0.4233 362/2430 [===>..........................] - ETA: 4:46 - loss: 472.9520 - logits_profile_predictions_loss: 469.1429 - logcount_predictions_loss: 0.4232 363/2430 [===>..........................] - ETA: 4:46 - loss: 472.9409 - logits_profile_predictions_loss: 469.1321 - logcount_predictions_loss: 0.4232 364/2430 [===>..........................] - ETA: 4:46 - loss: 472.9297 - logits_profile_predictions_loss: 469.1213 - logcount_predictions_loss: 0.4232 365/2430 [===>..........................] - ETA: 4:46 - loss: 472.9185 - logits_profile_predictions_loss: 469.1105 - logcount_predictions_loss: 0.4231 366/2430 [===>..........................] - ETA: 4:46 - loss: 472.9069 - logits_profile_predictions_loss: 469.0992 - logcount_predictions_loss: 0.4231 367/2430 [===>..........................] - ETA: 4:45 - loss: 472.8952 - logits_profile_predictions_loss: 469.0879 - logcount_predictions_loss: 0.4230 368/2430 [===>..........................] - ETA: 4:45 - loss: 472.8835 - logits_profile_predictions_loss: 469.0765 - logcount_predictions_loss: 0.4230 369/2430 [===>..........................] - ETA: 4:45 - loss: 472.8724 - logits_profile_predictions_loss: 469.0657 - logcount_predictions_loss: 0.4230 370/2430 [===>..........................] - ETA: 4:45 - loss: 472.8610 - logits_profile_predictions_loss: 469.0547 - logcount_predictions_loss: 0.4229 371/2430 [===>..........................] - ETA: 4:45 - loss: 472.8491 - logits_profile_predictions_loss: 469.0431 - logcount_predictions_loss: 0.4229 372/2430 [===>..........................] - ETA: 4:45 - loss: 472.8371 - logits_profile_predictions_loss: 469.0315 - logcount_predictions_loss: 0.4228 373/2430 [===>..........................] - ETA: 4:45 - loss: 472.8253 - logits_profile_predictions_loss: 469.0200 - logcount_predictions_loss: 0.4228 374/2430 [===>..........................] - ETA: 4:45 - loss: 472.8139 - logits_profile_predictions_loss: 469.0090 - logcount_predictions_loss: 0.4228 375/2430 [===>..........................] - ETA: 4:44 - loss: 472.8023 - logits_profile_predictions_loss: 468.9977 - logcount_predictions_loss: 0.4227 376/2430 [===>..........................] - ETA: 4:44 - loss: 472.7903 - logits_profile_predictions_loss: 468.9861 - logcount_predictions_loss: 0.4227 377/2430 [===>..........................] - ETA: 4:44 - loss: 472.7784 - logits_profile_predictions_loss: 468.9745 - logcount_predictions_loss: 0.4227 378/2430 [===>..........................] - ETA: 4:44 - loss: 472.7672 - logits_profile_predictions_loss: 468.9636 - logcount_predictions_loss: 0.4226 379/2430 [===>..........................] - ETA: 4:44 - loss: 472.7556 - logits_profile_predictions_loss: 468.9524 - logcount_predictions_loss: 0.4226 380/2430 [===>..........................] - ETA: 4:44 - loss: 472.7443 - logits_profile_predictions_loss: 468.9414 - logcount_predictions_loss: 0.4225 381/2430 [===>..........................] - ETA: 4:44 - loss: 472.7329 - logits_profile_predictions_loss: 468.9303 - logcount_predictions_loss: 0.4225 382/2430 [===>..........................] - ETA: 4:43 - loss: 472.7214 - logits_profile_predictions_loss: 468.9192 - logcount_predictions_loss: 0.4225 383/2430 [===>..........................] - ETA: 4:43 - loss: 472.7104 - logits_profile_predictions_loss: 468.9085 - logcount_predictions_loss: 0.4224 384/2430 [===>..........................] - ETA: 4:43 - loss: 472.6992 - logits_profile_predictions_loss: 468.8976 - logcount_predictions_loss: 0.4224 385/2430 [===>..........................] - ETA: 4:43 - loss: 472.6882 - logits_profile_predictions_loss: 468.8869 - logcount_predictions_loss: 0.4224 386/2430 [===>..........................] - ETA: 4:43 - loss: 472.6770 - logits_profile_predictions_loss: 468.8760 - logcount_predictions_loss: 0.4223 387/2430 [===>..........................] - ETA: 4:43 - loss: 472.6660 - logits_profile_predictions_loss: 468.8654 - logcount_predictions_loss: 0.4223 388/2430 [===>..........................] - ETA: 4:43 - loss: 472.6550 - logits_profile_predictions_loss: 468.8546 - logcount_predictions_loss: 0.4223 389/2430 [===>..........................] - ETA: 4:42 - loss: 472.6447 - logits_profile_predictions_loss: 468.8446 - logcount_predictions_loss: 0.4222 390/2430 [===>..........................] - ETA: 4:42 - loss: 472.6349 - logits_profile_predictions_loss: 468.8352 - logcount_predictions_loss: 0.4222 391/2430 [===>..........................] - ETA: 4:42 - loss: 472.6253 - logits_profile_predictions_loss: 468.8259 - logcount_predictions_loss: 0.4222 392/2430 [===>..........................] - ETA: 4:42 - loss: 472.6154 - logits_profile_predictions_loss: 468.8163 - logcount_predictions_loss: 0.4221 393/2430 [===>..........................] - ETA: 4:42 - loss: 472.6056 - logits_profile_predictions_loss: 468.8068 - logcount_predictions_loss: 0.4221 394/2430 [===>..........................] - ETA: 4:42 - loss: 472.5961 - logits_profile_predictions_loss: 468.7976 - logcount_predictions_loss: 0.4220 395/2430 [===>..........................] - ETA: 4:42 - loss: 472.5869 - logits_profile_predictions_loss: 468.7888 - logcount_predictions_loss: 0.4220 396/2430 [===>..........................] - ETA: 4:41 - loss: 472.5783 - logits_profile_predictions_loss: 468.7805 - logcount_predictions_loss: 0.4220 397/2430 [===>..........................] - ETA: 4:41 - loss: 472.5690 - logits_profile_predictions_loss: 468.7715 - logcount_predictions_loss: 0.4219 398/2430 [===>..........................] - ETA: 4:41 - loss: 472.5595 - logits_profile_predictions_loss: 468.7623 - logcount_predictions_loss: 0.4219 399/2430 [===>..........................] - ETA: 4:41 - loss: 472.5501 - logits_profile_predictions_loss: 468.7533 - logcount_predictions_loss: 0.4219 400/2430 [===>..........................] - ETA: 4:41 - loss: 472.5402 - logits_profile_predictions_loss: 468.7437 - logcount_predictions_loss: 0.4218 401/2430 [===>..........................] - ETA: 4:41 - loss: 472.5309 - logits_profile_predictions_loss: 468.7347 - logcount_predictions_loss: 0.4218 402/2430 [===>..........................] - ETA: 4:41 - loss: 472.5217 - logits_profile_predictions_loss: 468.7259 - logcount_predictions_loss: 0.4218 403/2430 [===>..........................] - ETA: 4:41 - loss: 472.5123 - logits_profile_predictions_loss: 468.7168 - logcount_predictions_loss: 0.4217 404/2430 [===>..........................] - ETA: 4:40 - loss: 472.5029 - logits_profile_predictions_loss: 468.7077 - logcount_predictions_loss: 0.4217 405/2430 [====>.........................] - ETA: 4:40 - loss: 472.4930 - logits_profile_predictions_loss: 468.6982 - logcount_predictions_loss: 0.4216 406/2430 [====>.........................] - ETA: 4:40 - loss: 472.4829 - logits_profile_predictions_loss: 468.6885 - logcount_predictions_loss: 0.4216 407/2430 [====>.........................] - ETA: 4:40 - loss: 472.4729 - logits_profile_predictions_loss: 468.6788 - logcount_predictions_loss: 0.4216 408/2430 [====>.........................] - ETA: 4:40 - loss: 472.4626 - logits_profile_predictions_loss: 468.6688 - logcount_predictions_loss: 0.4215 409/2430 [====>.........................] - ETA: 4:40 - loss: 472.4525 - logits_profile_predictions_loss: 468.6591 - logcount_predictions_loss: 0.4215 410/2430 [====>.........................] - ETA: 4:40 - loss: 472.4423 - logits_profile_predictions_loss: 468.6492 - logcount_predictions_loss: 0.4214 411/2430 [====>.........................] - ETA: 4:39 - loss: 472.4323 - logits_profile_predictions_loss: 468.6396 - logcount_predictions_loss: 0.4214 412/2430 [====>.........................] - ETA: 4:39 - loss: 472.4227 - logits_profile_predictions_loss: 468.6303 - logcount_predictions_loss: 0.4214 413/2430 [====>.........................] - ETA: 4:39 - loss: 472.4130 - logits_profile_predictions_loss: 468.6209 - logcount_predictions_loss: 0.4213 414/2430 [====>.........................] - ETA: 4:39 - loss: 472.4035 - logits_profile_predictions_loss: 468.6118 - logcount_predictions_loss: 0.4213 415/2430 [====>.........................] - ETA: 4:39 - loss: 472.3940 - logits_profile_predictions_loss: 468.6027 - logcount_predictions_loss: 0.4213 416/2430 [====>.........................] - ETA: 4:39 - loss: 472.3848 - logits_profile_predictions_loss: 468.5938 - logcount_predictions_loss: 0.4212 417/2430 [====>.........................] - ETA: 4:39 - loss: 472.3767 - logits_profile_predictions_loss: 468.5859 - logcount_predictions_loss: 0.4212 418/2430 [====>.........................] - ETA: 4:38 - loss: 472.3680 - logits_profile_predictions_loss: 468.5776 - logcount_predictions_loss: 0.4211 419/2430 [====>.........................] - ETA: 4:38 - loss: 472.3600 - logits_profile_predictions_loss: 468.5700 - logcount_predictions_loss: 0.4211 420/2430 [====>.........................] - ETA: 4:38 - loss: 472.3520 - logits_profile_predictions_loss: 468.5623 - logcount_predictions_loss: 0.4211 421/2430 [====>.........................] - ETA: 4:38 - loss: 472.3441 - logits_profile_predictions_loss: 468.5547 - logcount_predictions_loss: 0.4210 422/2430 [====>.........................] - ETA: 4:38 - loss: 472.3361 - logits_profile_predictions_loss: 468.5470 - logcount_predictions_loss: 0.4210 423/2430 [====>.........................] - ETA: 4:38 - loss: 472.3279 - logits_profile_predictions_loss: 468.5391 - logcount_predictions_loss: 0.4210 424/2430 [====>.........................] - ETA: 4:38 - loss: 472.3200 - logits_profile_predictions_loss: 468.5316 - logcount_predictions_loss: 0.4209 425/2430 [====>.........................] - ETA: 4:37 - loss: 472.3123 - logits_profile_predictions_loss: 468.5242 - logcount_predictions_loss: 0.4209 426/2430 [====>.........................] - ETA: 4:37 - loss: 472.3044 - logits_profile_predictions_loss: 468.5166 - logcount_predictions_loss: 0.4209 427/2430 [====>.........................] - ETA: 4:37 - loss: 472.2967 - logits_profile_predictions_loss: 468.5093 - logcount_predictions_loss: 0.4208 428/2430 [====>.........................] - ETA: 4:37 - loss: 472.2896 - logits_profile_predictions_loss: 468.5024 - logcount_predictions_loss: 0.4208 429/2430 [====>.........................] - ETA: 4:37 - loss: 472.2825 - logits_profile_predictions_loss: 468.4957 - logcount_predictions_loss: 0.4208 430/2430 [====>.........................] - ETA: 4:37 - loss: 472.2760 - logits_profile_predictions_loss: 468.4894 - logcount_predictions_loss: 0.4207 431/2430 [====>.........................] - ETA: 4:37 - loss: 472.2692 - logits_profile_predictions_loss: 468.4830 - logcount_predictions_loss: 0.4207 432/2430 [====>.........................] - ETA: 4:37 - loss: 472.2621 - logits_profile_predictions_loss: 468.4761 - logcount_predictions_loss: 0.4207 433/2430 [====>.........................] - ETA: 4:36 - loss: 472.2547 - logits_profile_predictions_loss: 468.4691 - logcount_predictions_loss: 0.4206 434/2430 [====>.........................] - ETA: 4:36 - loss: 472.2478 - logits_profile_predictions_loss: 468.4625 - logcount_predictions_loss: 0.4206 435/2430 [====>.........................] - ETA: 4:36 - loss: 472.2411 - logits_profile_predictions_loss: 468.4560 - logcount_predictions_loss: 0.4206 436/2430 [====>.........................] - ETA: 4:36 - loss: 472.2346 - logits_profile_predictions_loss: 468.4498 - logcount_predictions_loss: 0.4205 437/2430 [====>.........................] - ETA: 4:36 - loss: 472.2283 - logits_profile_predictions_loss: 468.4438 - logcount_predictions_loss: 0.4205 438/2430 [====>.........................] - ETA: 4:36 - loss: 472.2217 - logits_profile_predictions_loss: 468.4375 - logcount_predictions_loss: 0.4205 439/2430 [====>.........................] - ETA: 4:36 - loss: 472.2147 - logits_profile_predictions_loss: 468.4308 - logcount_predictions_loss: 0.4204 440/2430 [====>.........................] - ETA: 4:35 - loss: 472.2076 - logits_profile_predictions_loss: 468.4241 - logcount_predictions_loss: 0.4204 441/2430 [====>.........................] - ETA: 4:35 - loss: 472.2010 - logits_profile_predictions_loss: 468.4178 - logcount_predictions_loss: 0.4204 442/2430 [====>.........................] - ETA: 4:35 - loss: 472.1945 - logits_profile_predictions_loss: 468.4116 - logcount_predictions_loss: 0.4203 443/2430 [====>.........................] - ETA: 4:35 - loss: 472.1878 - logits_profile_predictions_loss: 468.4051 - logcount_predictions_loss: 0.4203 444/2430 [====>.........................] - ETA: 4:35 - loss: 472.1813 - logits_profile_predictions_loss: 468.3989 - logcount_predictions_loss: 0.4203 445/2430 [====>.........................] - ETA: 4:35 - loss: 472.1748 - logits_profile_predictions_loss: 468.3927 - logcount_predictions_loss: 0.4202 446/2430 [====>.........................] - ETA: 4:35 - loss: 472.1686 - logits_profile_predictions_loss: 468.3868 - logcount_predictions_loss: 0.4202 447/2430 [====>.........................] - ETA: 4:34 - loss: 472.1626 - logits_profile_predictions_loss: 468.3811 - logcount_predictions_loss: 0.4202 448/2430 [====>.........................] - ETA: 4:34 - loss: 472.1565 - logits_profile_predictions_loss: 468.3753 - logcount_predictions_loss: 0.4201 449/2430 [====>.........................] - ETA: 4:34 - loss: 472.1502 - logits_profile_predictions_loss: 468.3693 - logcount_predictions_loss: 0.4201 450/2430 [====>.........................] - ETA: 4:34 - loss: 472.1435 - logits_profile_predictions_loss: 468.3629 - logcount_predictions_loss: 0.4201 451/2430 [====>.........................] - ETA: 4:34 - loss: 472.1368 - logits_profile_predictions_loss: 468.3564 - logcount_predictions_loss: 0.4200 452/2430 [====>.........................] - ETA: 4:34 - loss: 472.1301 - logits_profile_predictions_loss: 468.3501 - logcount_predictions_loss: 0.4200 453/2430 [====>.........................] - ETA: 4:34 - loss: 472.1233 - logits_profile_predictions_loss: 468.3436 - logcount_predictions_loss: 0.4200 454/2430 [====>.........................] - ETA: 4:33 - loss: 472.1168 - logits_profile_predictions_loss: 468.3373 - logcount_predictions_loss: 0.4199 455/2430 [====>.........................] - ETA: 4:33 - loss: 472.1105 - logits_profile_predictions_loss: 468.3313 - logcount_predictions_loss: 0.4199 456/2430 [====>.........................] - ETA: 4:33 - loss: 472.1038 - logits_profile_predictions_loss: 468.3249 - logcount_predictions_loss: 0.4199 457/2430 [====>.........................] - ETA: 4:33 - loss: 472.0973 - logits_profile_predictions_loss: 468.3187 - logcount_predictions_loss: 0.4198 458/2430 [====>.........................] - ETA: 4:33 - loss: 472.0909 - logits_profile_predictions_loss: 468.3126 - logcount_predictions_loss: 0.4198 459/2430 [====>.........................] - ETA: 4:33 - loss: 472.0844 - logits_profile_predictions_loss: 468.3064 - logcount_predictions_loss: 0.4198 460/2430 [====>.........................] - ETA: 4:33 - loss: 472.0785 - logits_profile_predictions_loss: 468.3007 - logcount_predictions_loss: 0.4197 461/2430 [====>.........................] - ETA: 4:33 - loss: 472.0723 - logits_profile_predictions_loss: 468.2948 - logcount_predictions_loss: 0.4197 462/2430 [====>.........................] - ETA: 4:32 - loss: 472.0667 - logits_profile_predictions_loss: 468.2896 - logcount_predictions_loss: 0.4197 463/2430 [====>.........................] - ETA: 4:32 - loss: 472.0613 - logits_profile_predictions_loss: 468.2844 - logcount_predictions_loss: 0.4196 464/2430 [====>.........................] - ETA: 4:32 - loss: 472.0557 - logits_profile_predictions_loss: 468.2791 - logcount_predictions_loss: 0.4196 465/2430 [====>.........................] - ETA: 4:32 - loss: 472.0500 - logits_profile_predictions_loss: 468.2737 - logcount_predictions_loss: 0.4196 466/2430 [====>.........................] - ETA: 4:32 - loss: 472.0446 - logits_profile_predictions_loss: 468.2686 - logcount_predictions_loss: 0.4195 467/2430 [====>.........................] - ETA: 4:32 - loss: 472.0395 - logits_profile_predictions_loss: 468.2638 - logcount_predictions_loss: 0.4195 468/2430 [====>.........................] - ETA: 4:32 - loss: 472.0347 - logits_profile_predictions_loss: 468.2593 - logcount_predictions_loss: 0.4195 469/2430 [====>.........................] - ETA: 4:31 - loss: 472.0305 - logits_profile_predictions_loss: 468.2554 - logcount_predictions_loss: 0.4195 470/2430 [====>.........................] - ETA: 4:31 - loss: 472.0270 - logits_profile_predictions_loss: 468.2522 - logcount_predictions_loss: 0.4194 471/2430 [====>.........................] - ETA: 4:31 - loss: 472.0238 - logits_profile_predictions_loss: 468.2493 - logcount_predictions_loss: 0.4194 472/2430 [====>.........................] - ETA: 4:31 - loss: 472.0201 - logits_profile_predictions_loss: 468.2459 - logcount_predictions_loss: 0.4194 473/2430 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469.4412 - logcount_predictions_loss: 0.4106 2430/2430 [==============================] - 352s 145ms/step - loss: 473.1365 - logits_profile_predictions_loss: 469.4418 - logcount_predictions_loss: 0.4106 - val_loss: 491.8515 - val_logits_profile_predictions_loss: 487.8163 - val_logcount_predictions_loss: 0.4484 Epoch 00010: val_loss improved from 494.75931 to 491.85150, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR354SDH//chrombppnet_model_encsr283tme_bias_fold_3/chrombpnet.h5 Epoch 11/50 1/2430 [..............................] - ETA: 6:18 - loss: 576.6302 - logits_profile_predictions_loss: 573.4032 - logcount_predictions_loss: 0.3586 2/2430 [..............................] - ETA: 5:49 - loss: 567.2502 - logits_profile_predictions_loss: 563.5030 - logcount_predictions_loss: 0.4164 3/2430 [..............................] - ETA: 5:43 - loss: 561.1254 - logits_profile_predictions_loss: 557.3460 - logcount_predictions_loss: 0.4199 4/2430 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[..............................] - ETA: 5:29 - loss: 501.3728 - logits_profile_predictions_loss: 497.4707 - logcount_predictions_loss: 0.4336 58/2430 [..............................] - ETA: 5:28 - loss: 501.0957 - logits_profile_predictions_loss: 497.1950 - logcount_predictions_loss: 0.4334 59/2430 [..............................] - ETA: 5:28 - loss: 500.8261 - logits_profile_predictions_loss: 496.9269 - logcount_predictions_loss: 0.4332 60/2430 [..............................] - ETA: 5:28 - loss: 500.5510 - logits_profile_predictions_loss: 496.6533 - logcount_predictions_loss: 0.4331 61/2430 [..............................] - ETA: 5:28 - loss: 500.2773 - logits_profile_predictions_loss: 496.3812 - logcount_predictions_loss: 0.4329 62/2430 [..............................] - ETA: 5:28 - loss: 500.0037 - logits_profile_predictions_loss: 496.1091 - logcount_predictions_loss: 0.4327 63/2430 [..............................] - ETA: 5:28 - loss: 499.7457 - logits_profile_predictions_loss: 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[===>..........................] - ETA: 4:42 - loss: 479.9954 - logits_profile_predictions_loss: 476.2750 - logcount_predictions_loss: 0.4134 397/2430 [===>..........................] - ETA: 4:42 - loss: 479.9829 - logits_profile_predictions_loss: 476.2626 - logcount_predictions_loss: 0.4134 398/2430 [===>..........................] - ETA: 4:42 - loss: 479.9702 - logits_profile_predictions_loss: 476.2500 - logcount_predictions_loss: 0.4134 399/2430 [===>..........................] - ETA: 4:41 - loss: 479.9573 - logits_profile_predictions_loss: 476.2371 - logcount_predictions_loss: 0.4134 400/2430 [===>..........................] - ETA: 4:41 - loss: 479.9447 - logits_profile_predictions_loss: 476.2246 - logcount_predictions_loss: 0.4133 401/2430 [===>..........................] - ETA: 4:41 - loss: 479.9320 - logits_profile_predictions_loss: 476.2119 - logcount_predictions_loss: 0.4133 402/2430 [===>..........................] - ETA: 4:41 - loss: 479.9191 - 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[============================>.] - ETA: 9s - loss: 474.2494 - logits_profile_predictions_loss: 470.6068 - logcount_predictions_loss: 0.4047 2360/2430 [============================>.] - ETA: 9s - loss: 474.2489 - logits_profile_predictions_loss: 470.6063 - logcount_predictions_loss: 0.4047 2361/2430 [============================>.] - ETA: 9s - loss: 474.2484 - logits_profile_predictions_loss: 470.6058 - logcount_predictions_loss: 0.4047 2362/2430 [============================>.] - ETA: 9s - loss: 474.2478 - logits_profile_predictions_loss: 470.6052 - logcount_predictions_loss: 0.4047 2363/2430 [============================>.] - ETA: 9s - loss: 474.2473 - logits_profile_predictions_loss: 470.6047 - logcount_predictions_loss: 0.4047 2364/2430 [============================>.] - ETA: 9s - loss: 474.2468 - logits_profile_predictions_loss: 470.6042 - logcount_predictions_loss: 0.4047 2365/2430 [============================>.] - ETA: 9s - loss: 474.2463 - logits_profile_predictions_loss: 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[============================>.] - ETA: 5s - loss: 474.2314 - logits_profile_predictions_loss: 470.5893 - logcount_predictions_loss: 0.4047 2393/2430 [============================>.] - ETA: 5s - loss: 474.2308 - logits_profile_predictions_loss: 470.5888 - logcount_predictions_loss: 0.4047 2394/2430 [============================>.] - ETA: 4s - loss: 474.2303 - logits_profile_predictions_loss: 470.5882 - logcount_predictions_loss: 0.4047 2395/2430 [============================>.] - ETA: 4s - loss: 474.2297 - logits_profile_predictions_loss: 470.5877 - logcount_predictions_loss: 0.4047 2396/2430 [============================>.] - ETA: 4s - loss: 474.2292 - logits_profile_predictions_loss: 470.5872 - logcount_predictions_loss: 0.4047 2397/2430 [============================>.] - ETA: 4s - loss: 474.2286 - logits_profile_predictions_loss: 470.5866 - logcount_predictions_loss: 0.4047 2398/2430 [============================>.] - ETA: 4s - loss: 474.2281 - logits_profile_predictions_loss: 470.5861 - logcount_predictions_loss: 0.4047 2399/2430 [============================>.] - ETA: 4s - loss: 474.2276 - logits_profile_predictions_loss: 470.5856 - logcount_predictions_loss: 0.4047 2400/2430 [============================>.] - ETA: 4s - loss: 474.2270 - logits_profile_predictions_loss: 470.5851 - logcount_predictions_loss: 0.4047 2401/2430 [============================>.] - ETA: 4s - loss: 474.2265 - logits_profile_predictions_loss: 470.5846 - logcount_predictions_loss: 0.4047 2402/2430 [============================>.] - ETA: 3s - loss: 474.2260 - logits_profile_predictions_loss: 470.5841 - logcount_predictions_loss: 0.4047 2403/2430 [============================>.] - ETA: 3s - loss: 474.2255 - logits_profile_predictions_loss: 470.5836 - logcount_predictions_loss: 0.4047 2404/2430 [============================>.] - ETA: 3s - loss: 474.2249 - logits_profile_predictions_loss: 470.5831 - logcount_predictions_loss: 0.4046 2405/2430 [============================>.] - ETA: 3s - loss: 474.2244 - logits_profile_predictions_loss: 470.5825 - logcount_predictions_loss: 0.4046 2406/2430 [============================>.] - ETA: 3s - loss: 474.2239 - logits_profile_predictions_loss: 470.5820 - logcount_predictions_loss: 0.4046 2407/2430 [============================>.] - ETA: 3s - loss: 474.2234 - logits_profile_predictions_loss: 470.5815 - logcount_predictions_loss: 0.4046 2408/2430 [============================>.] - ETA: 3s - loss: 474.2228 - logits_profile_predictions_loss: 470.5810 - logcount_predictions_loss: 0.4046 2409/2430 [============================>.] - ETA: 2s - loss: 474.2223 - logits_profile_predictions_loss: 470.5805 - logcount_predictions_loss: 0.4046 2410/2430 [============================>.] - ETA: 2s - loss: 474.2218 - logits_profile_predictions_loss: 470.5801 - logcount_predictions_loss: 0.4046 2411/2430 [============================>.] - ETA: 2s - loss: 474.2213 - logits_profile_predictions_loss: 470.5796 - logcount_predictions_loss: 0.4046 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[============================>.] - ETA: 0s - loss: 474.2140 - logits_profile_predictions_loss: 470.5725 - logcount_predictions_loss: 0.4046 2426/2430 [============================>.] - ETA: 0s - loss: 474.2135 - logits_profile_predictions_loss: 470.5719 - logcount_predictions_loss: 0.4046 2427/2430 [============================>.] - ETA: 0s - loss: 474.2129 - logits_profile_predictions_loss: 470.5714 - logcount_predictions_loss: 0.4046 2428/2430 [============================>.] - ETA: 0s - loss: 474.2124 - logits_profile_predictions_loss: 470.5709 - logcount_predictions_loss: 0.4046 2429/2430 [============================>.] - ETA: 0s - loss: 474.2119 - logits_profile_predictions_loss: 470.5704 - logcount_predictions_loss: 0.4046 2430/2430 [==============================] - ETA: 0s - loss: 474.2113 - logits_profile_predictions_loss: 470.5699 - logcount_predictions_loss: 0.4046 2430/2430 [==============================] - 352s 145ms/step - loss: 474.2108 - logits_profile_predictions_loss: 470.5693 - logcount_predictions_loss: 0.4046 - val_loss: 496.9726 - val_logits_profile_predictions_loss: 492.8651 - val_logcount_predictions_loss: 0.4564 Epoch 00011: val_loss did not improve from 491.85150 Epoch 12/50 1/2430 [..............................] - ETA: 6:09 - loss: 542.3644 - logits_profile_predictions_loss: 538.0187 - logcount_predictions_loss: 0.4828 2/2430 [..............................] - ETA: 5:37 - loss: 535.0395 - logits_profile_predictions_loss: 530.7944 - logcount_predictions_loss: 0.4717 3/2430 [..............................] - ETA: 5:37 - loss: 534.4201 - logits_profile_predictions_loss: 530.4247 - logcount_predictions_loss: 0.4439 4/2430 [..............................] - ETA: 5:36 - loss: 530.1877 - logits_profile_predictions_loss: 526.3187 - logcount_predictions_loss: 0.4299 5/2430 [..............................] - ETA: 5:36 - loss: 524.1870 - logits_profile_predictions_loss: 520.3867 - logcount_predictions_loss: 0.4223 6/2430 [..............................] - ETA: 5:36 - loss: 520.4081 - logits_profile_predictions_loss: 516.6336 - logcount_predictions_loss: 0.4194 7/2430 [..............................] - ETA: 5:35 - loss: 518.7125 - logits_profile_predictions_loss: 514.9667 - logcount_predictions_loss: 0.4162 8/2430 [..............................] - ETA: 5:35 - loss: 516.8971 - logits_profile_predictions_loss: 513.1953 - logcount_predictions_loss: 0.4113 9/2430 [..............................] - ETA: 5:35 - loss: 515.1639 - logits_profile_predictions_loss: 511.4908 - logcount_predictions_loss: 0.4081 10/2430 [..............................] - ETA: 5:35 - loss: 513.7739 - logits_profile_predictions_loss: 510.1245 - logcount_predictions_loss: 0.4055 11/2430 [..............................] - ETA: 5:35 - loss: 513.1180 - logits_profile_predictions_loss: 509.4915 - logcount_predictions_loss: 0.4029 12/2430 [..............................] - ETA: 5:35 - loss: 512.1889 - logits_profile_predictions_loss: 508.5871 - logcount_predictions_loss: 0.4002 13/2430 [..............................] - ETA: 5:35 - loss: 511.7868 - logits_profile_predictions_loss: 508.2000 - logcount_predictions_loss: 0.3985 14/2430 [..............................] - ETA: 5:35 - loss: 511.0352 - logits_profile_predictions_loss: 507.4653 - logcount_predictions_loss: 0.3967 15/2430 [..............................] - ETA: 5:34 - loss: 510.5098 - logits_profile_predictions_loss: 506.9606 - logcount_predictions_loss: 0.3944 16/2430 [..............................] - ETA: 5:34 - loss: 509.6629 - logits_profile_predictions_loss: 506.1359 - logcount_predictions_loss: 0.3919 17/2430 [..............................] - ETA: 5:34 - loss: 509.1776 - logits_profile_predictions_loss: 505.6710 - logcount_predictions_loss: 0.3896 18/2430 [..............................] - ETA: 5:34 - loss: 508.5641 - logits_profile_predictions_loss: 505.0751 - logcount_predictions_loss: 0.3877 19/2430 [..............................] - ETA: 5:34 - loss: 507.9852 - logits_profile_predictions_loss: 504.5139 - logcount_predictions_loss: 0.3857 20/2430 [..............................] - ETA: 5:34 - loss: 507.3148 - logits_profile_predictions_loss: 503.8592 - logcount_predictions_loss: 0.3840 21/2430 [..............................] - ETA: 5:33 - loss: 506.6748 - logits_profile_predictions_loss: 503.2267 - logcount_predictions_loss: 0.3831 22/2430 [..............................] - ETA: 5:33 - loss: 506.0894 - logits_profile_predictions_loss: 502.6456 - logcount_predictions_loss: 0.3826 23/2430 [..............................] - ETA: 5:33 - loss: 505.4731 - logits_profile_predictions_loss: 502.0342 - logcount_predictions_loss: 0.3821 24/2430 [..............................] - ETA: 5:33 - loss: 504.7961 - logits_profile_predictions_loss: 501.3623 - logcount_predictions_loss: 0.3815 25/2430 [..............................] - ETA: 5:33 - loss: 504.1699 - logits_profile_predictions_loss: 500.7409 - logcount_predictions_loss: 0.3810 26/2430 [..............................] - ETA: 5:33 - loss: 503.4754 - logits_profile_predictions_loss: 500.0533 - logcount_predictions_loss: 0.3802 27/2430 [..............................] - ETA: 5:33 - loss: 502.8655 - logits_profile_predictions_loss: 499.4497 - logcount_predictions_loss: 0.3795 28/2430 [..............................] - ETA: 5:32 - loss: 502.3910 - logits_profile_predictions_loss: 498.9813 - logcount_predictions_loss: 0.3789 29/2430 [..............................] - ETA: 5:32 - loss: 501.8904 - logits_profile_predictions_loss: 498.4867 - logcount_predictions_loss: 0.3782 30/2430 [..............................] - ETA: 5:32 - loss: 501.4673 - logits_profile_predictions_loss: 498.0681 - logcount_predictions_loss: 0.3777 31/2430 [..............................] - ETA: 5:32 - loss: 501.1521 - logits_profile_predictions_loss: 497.7567 - logcount_predictions_loss: 0.3773 32/2430 [..............................] - ETA: 5:32 - loss: 500.8029 - logits_profile_predictions_loss: 497.4101 - logcount_predictions_loss: 0.3770 33/2430 [..............................] - ETA: 5:32 - loss: 500.5346 - logits_profile_predictions_loss: 497.1448 - logcount_predictions_loss: 0.3766 34/2430 [..............................] - ETA: 5:32 - loss: 500.3429 - logits_profile_predictions_loss: 496.9569 - logcount_predictions_loss: 0.3762 35/2430 [..............................] - ETA: 5:32 - loss: 500.1456 - logits_profile_predictions_loss: 496.7621 - logcount_predictions_loss: 0.3760 36/2430 [..............................] - ETA: 5:31 - loss: 499.9566 - logits_profile_predictions_loss: 496.5753 - logcount_predictions_loss: 0.3757 37/2430 [..............................] - ETA: 5:31 - loss: 499.7537 - logits_profile_predictions_loss: 496.3737 - logcount_predictions_loss: 0.3755 38/2430 [..............................] - ETA: 5:31 - loss: 499.5220 - logits_profile_predictions_loss: 496.1434 - logcount_predictions_loss: 0.3754 39/2430 [..............................] - ETA: 5:31 - loss: 499.3051 - logits_profile_predictions_loss: 495.9280 - logcount_predictions_loss: 0.3752 40/2430 [..............................] - ETA: 5:31 - loss: 499.0674 - logits_profile_predictions_loss: 495.6923 - logcount_predictions_loss: 0.3750 41/2430 [..............................] - ETA: 5:31 - loss: 498.8537 - logits_profile_predictions_loss: 495.4804 - logcount_predictions_loss: 0.3748 42/2430 [..............................] - ETA: 5:30 - loss: 498.6462 - logits_profile_predictions_loss: 495.2744 - logcount_predictions_loss: 0.3746 43/2430 [..............................] - ETA: 5:30 - loss: 498.4548 - logits_profile_predictions_loss: 495.0843 - logcount_predictions_loss: 0.3745 44/2430 [..............................] - ETA: 5:30 - loss: 498.2667 - logits_profile_predictions_loss: 494.8972 - logcount_predictions_loss: 0.3744 45/2430 [..............................] - ETA: 5:30 - loss: 498.0411 - logits_profile_predictions_loss: 494.6729 - logcount_predictions_loss: 0.3742 46/2430 [..............................] - ETA: 5:30 - loss: 497.8317 - logits_profile_predictions_loss: 494.4644 - logcount_predictions_loss: 0.3741 47/2430 [..............................] - ETA: 5:30 - loss: 497.6109 - logits_profile_predictions_loss: 494.2435 - logcount_predictions_loss: 0.3742 48/2430 [..............................] - ETA: 5:30 - loss: 497.3963 - logits_profile_predictions_loss: 494.0289 - logcount_predictions_loss: 0.3742 49/2430 [..............................] - ETA: 5:30 - loss: 497.1749 - logits_profile_predictions_loss: 493.8075 - logcount_predictions_loss: 0.3742 50/2430 [..............................] - ETA: 5:29 - loss: 496.9445 - logits_profile_predictions_loss: 493.5764 - logcount_predictions_loss: 0.3742 51/2430 [..............................] - ETA: 5:29 - loss: 496.7179 - logits_profile_predictions_loss: 493.3487 - logcount_predictions_loss: 0.3743 52/2430 [..............................] - ETA: 5:29 - loss: 496.4765 - logits_profile_predictions_loss: 493.1063 - logcount_predictions_loss: 0.3745 53/2430 [..............................] - ETA: 5:29 - loss: 496.2137 - logits_profile_predictions_loss: 492.8426 - logcount_predictions_loss: 0.3746 54/2430 [..............................] - ETA: 5:29 - loss: 495.9296 - logits_profile_predictions_loss: 492.5578 - logcount_predictions_loss: 0.3747 55/2430 [..............................] - ETA: 5:29 - loss: 495.6519 - logits_profile_predictions_loss: 492.2791 - logcount_predictions_loss: 0.3748 56/2430 [..............................] - ETA: 5:28 - loss: 495.3763 - logits_profile_predictions_loss: 492.0024 - logcount_predictions_loss: 0.3749 57/2430 [..............................] - ETA: 5:28 - loss: 495.1198 - logits_profile_predictions_loss: 491.7447 - logcount_predictions_loss: 0.3750 58/2430 [..............................] - ETA: 5:28 - loss: 494.8751 - logits_profile_predictions_loss: 491.4990 - logcount_predictions_loss: 0.3751 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[====>.........................] - ETA: 4:33 - loss: 479.5325 - logits_profile_predictions_loss: 476.0420 - logcount_predictions_loss: 0.3878 457/2430 [====>.........................] - ETA: 4:33 - loss: 479.5243 - logits_profile_predictions_loss: 476.0340 - logcount_predictions_loss: 0.3878 458/2430 [====>.........................] - ETA: 4:33 - loss: 479.5161 - logits_profile_predictions_loss: 476.0258 - logcount_predictions_loss: 0.3878 459/2430 [====>.........................] - ETA: 4:33 - loss: 479.5083 - logits_profile_predictions_loss: 476.0181 - logcount_predictions_loss: 0.3878 460/2430 [====>.........................] - ETA: 4:33 - loss: 479.5004 - logits_profile_predictions_loss: 476.0103 - logcount_predictions_loss: 0.3878 461/2430 [====>.........................] - ETA: 4:33 - loss: 479.4927 - logits_profile_predictions_loss: 476.0027 - logcount_predictions_loss: 0.3878 462/2430 [====>.........................] - ETA: 4:32 - loss: 479.4851 - logits_profile_predictions_loss: 475.9952 - logcount_predictions_loss: 0.3878 463/2430 [====>.........................] - ETA: 4:32 - loss: 479.4775 - logits_profile_predictions_loss: 475.9877 - logcount_predictions_loss: 0.3878 464/2430 [====>.........................] - ETA: 4:32 - loss: 479.4699 - logits_profile_predictions_loss: 475.9802 - logcount_predictions_loss: 0.3877 465/2430 [====>.........................] - ETA: 4:32 - loss: 479.4622 - logits_profile_predictions_loss: 475.9726 - logcount_predictions_loss: 0.3877 466/2430 [====>.........................] - ETA: 4:32 - loss: 479.4549 - logits_profile_predictions_loss: 475.9654 - logcount_predictions_loss: 0.3877 467/2430 [====>.........................] - ETA: 4:32 - loss: 479.4478 - logits_profile_predictions_loss: 475.9584 - logcount_predictions_loss: 0.3877 468/2430 [====>.........................] - ETA: 4:32 - loss: 479.4408 - logits_profile_predictions_loss: 475.9515 - logcount_predictions_loss: 0.3877 469/2430 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logits_profile_predictions_loss: 475.9037 - logcount_predictions_loss: 0.3876 476/2430 [====>.........................] - ETA: 4:30 - loss: 479.3854 - logits_profile_predictions_loss: 475.8968 - logcount_predictions_loss: 0.3876 477/2430 [====>.........................] - ETA: 4:30 - loss: 479.3782 - logits_profile_predictions_loss: 475.8897 - logcount_predictions_loss: 0.3876 478/2430 [====>.........................] - ETA: 4:30 - loss: 479.3710 - logits_profile_predictions_loss: 475.8825 - logcount_predictions_loss: 0.3876 479/2430 [====>.........................] - ETA: 4:30 - loss: 479.3639 - logits_profile_predictions_loss: 475.8756 - logcount_predictions_loss: 0.3876 480/2430 [====>.........................] - ETA: 4:30 - loss: 479.3565 - logits_profile_predictions_loss: 475.8682 - logcount_predictions_loss: 0.3876 481/2430 [====>.........................] - ETA: 4:30 - loss: 479.3489 - logits_profile_predictions_loss: 475.8607 - logcount_predictions_loss: 0.3876 482/2430 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[============================>.] - ETA: 1s - loss: 473.5276 - logits_profile_predictions_loss: 470.0678 - logcount_predictions_loss: 0.3844 2421/2430 [============================>.] - ETA: 1s - loss: 473.5272 - logits_profile_predictions_loss: 470.0674 - logcount_predictions_loss: 0.3844 2422/2430 [============================>.] - ETA: 1s - loss: 473.5269 - logits_profile_predictions_loss: 470.0671 - logcount_predictions_loss: 0.3844 2423/2430 [============================>.] - ETA: 0s - loss: 473.5266 - logits_profile_predictions_loss: 470.0668 - logcount_predictions_loss: 0.3844 2424/2430 [============================>.] - ETA: 0s - loss: 473.5263 - logits_profile_predictions_loss: 470.0664 - logcount_predictions_loss: 0.3844 2425/2430 [============================>.] - ETA: 0s - loss: 473.5260 - logits_profile_predictions_loss: 470.0661 - logcount_predictions_loss: 0.3844 2426/2430 [============================>.] - ETA: 0s - loss: 473.5256 - logits_profile_predictions_loss: 470.0658 - logcount_predictions_loss: 0.3844 2427/2430 [============================>.] - ETA: 0s - loss: 473.5253 - logits_profile_predictions_loss: 470.0654 - logcount_predictions_loss: 0.3844 2428/2430 [============================>.] - ETA: 0s - loss: 473.5251 - logits_profile_predictions_loss: 470.0651 - logcount_predictions_loss: 0.3844 2429/2430 [============================>.] - ETA: 0s - loss: 473.5248 - logits_profile_predictions_loss: 470.0648 - logcount_predictions_loss: 0.3844 2430/2430 [==============================] - ETA: 0s - loss: 473.5245 - logits_profile_predictions_loss: 470.0646 - logcount_predictions_loss: 0.3844 2430/2430 [==============================] - 352s 145ms/step - loss: 473.5242 - logits_profile_predictions_loss: 470.0643 - logcount_predictions_loss: 0.3844 - val_loss: 499.6917 - val_logits_profile_predictions_loss: 495.3262 - val_logcount_predictions_loss: 0.4851 Epoch 00012: val_loss did not improve from 491.85150 Epoch 13/50 1/2430 [..............................] - ETA: 6:17 - loss: 441.6069 - logits_profile_predictions_loss: 439.4381 - logcount_predictions_loss: 0.2410 2/2430 [..............................] - ETA: 5:39 - loss: 428.8624 - logits_profile_predictions_loss: 426.3236 - logcount_predictions_loss: 0.2821 3/2430 [..............................] - ETA: 5:38 - loss: 437.1355 - logits_profile_predictions_loss: 434.3503 - logcount_predictions_loss: 0.3095 4/2430 [..............................] - ETA: 5:37 - loss: 443.0255 - logits_profile_predictions_loss: 440.1164 - logcount_predictions_loss: 0.3232 5/2430 [..............................] - ETA: 5:37 - loss: 446.3048 - logits_profile_predictions_loss: 443.3633 - logcount_predictions_loss: 0.3268 6/2430 [..............................] - ETA: 5:36 - loss: 449.6413 - logits_profile_predictions_loss: 446.6765 - logcount_predictions_loss: 0.3294 7/2430 [..............................] - ETA: 5:36 - loss: 454.1762 - logits_profile_predictions_loss: 451.1949 - logcount_predictions_loss: 0.3313 8/2430 [..............................] - ETA: 5:36 - loss: 457.2669 - logits_profile_predictions_loss: 454.2670 - logcount_predictions_loss: 0.3333 9/2430 [..............................] - ETA: 5:36 - loss: 460.7924 - logits_profile_predictions_loss: 457.7668 - logcount_predictions_loss: 0.3362 10/2430 [..............................] - ETA: 5:35 - loss: 463.8525 - logits_profile_predictions_loss: 460.8083 - logcount_predictions_loss: 0.3382 11/2430 [..............................] - ETA: 5:35 - loss: 465.9469 - logits_profile_predictions_loss: 462.8885 - logcount_predictions_loss: 0.3398 12/2430 [..............................] - ETA: 5:35 - loss: 466.7319 - logits_profile_predictions_loss: 463.6596 - logcount_predictions_loss: 0.3414 13/2430 [..............................] - ETA: 5:35 - loss: 467.6325 - logits_profile_predictions_loss: 464.5490 - logcount_predictions_loss: 0.3426 14/2430 [..............................] - ETA: 5:35 - loss: 468.1945 - logits_profile_predictions_loss: 465.1010 - logcount_predictions_loss: 0.3437 15/2430 [..............................] - ETA: 5:35 - loss: 468.5192 - logits_profile_predictions_loss: 465.4220 - logcount_predictions_loss: 0.3441 16/2430 [..............................] - ETA: 5:34 - loss: 468.5343 - logits_profile_predictions_loss: 465.4362 - logcount_predictions_loss: 0.3442 17/2430 [..............................] - ETA: 5:34 - loss: 468.2953 - logits_profile_predictions_loss: 465.1982 - logcount_predictions_loss: 0.3441 18/2430 [..............................] - ETA: 5:34 - loss: 468.0483 - logits_profile_predictions_loss: 464.9545 - logcount_predictions_loss: 0.3438 19/2430 [..............................] - ETA: 5:34 - loss: 467.9621 - logits_profile_predictions_loss: 464.8701 - logcount_predictions_loss: 0.3436 20/2430 [..............................] - ETA: 5:34 - loss: 467.8194 - logits_profile_predictions_loss: 464.7287 - logcount_predictions_loss: 0.3434 21/2430 [..............................] - ETA: 5:34 - loss: 467.5364 - logits_profile_predictions_loss: 464.4429 - logcount_predictions_loss: 0.3437 22/2430 [..............................] - ETA: 5:33 - loss: 467.4026 - logits_profile_predictions_loss: 464.3045 - logcount_predictions_loss: 0.3442 23/2430 [..............................] - ETA: 5:33 - loss: 467.1683 - logits_profile_predictions_loss: 464.0660 - logcount_predictions_loss: 0.3447 24/2430 [..............................] - ETA: 5:33 - loss: 467.0860 - logits_profile_predictions_loss: 463.9801 - logcount_predictions_loss: 0.3451 25/2430 [..............................] - ETA: 5:33 - loss: 466.9391 - logits_profile_predictions_loss: 463.8297 - logcount_predictions_loss: 0.3455 26/2430 [..............................] - ETA: 5:33 - loss: 466.7460 - logits_profile_predictions_loss: 463.6316 - logcount_predictions_loss: 0.3460 27/2430 [..............................] - ETA: 5:33 - loss: 466.5092 - logits_profile_predictions_loss: 463.3914 - logcount_predictions_loss: 0.3464 28/2430 [..............................] - ETA: 5:32 - loss: 466.2577 - logits_profile_predictions_loss: 463.1355 - logcount_predictions_loss: 0.3469 29/2430 [..............................] - ETA: 5:32 - loss: 465.9616 - logits_profile_predictions_loss: 462.8351 - logcount_predictions_loss: 0.3474 30/2430 [..............................] - ETA: 5:32 - loss: 465.6406 - logits_profile_predictions_loss: 462.5102 - logcount_predictions_loss: 0.3478 31/2430 [..............................] - ETA: 5:32 - loss: 465.4120 - logits_profile_predictions_loss: 462.2766 - logcount_predictions_loss: 0.3484 32/2430 [..............................] - ETA: 5:32 - loss: 465.1354 - logits_profile_predictions_loss: 461.9960 - logcount_predictions_loss: 0.3488 33/2430 [..............................] - ETA: 5:32 - loss: 464.9048 - logits_profile_predictions_loss: 461.7611 - logcount_predictions_loss: 0.3493 34/2430 [..............................] - ETA: 5:32 - loss: 464.7740 - logits_profile_predictions_loss: 461.6259 - logcount_predictions_loss: 0.3498 35/2430 [..............................] - ETA: 5:31 - loss: 464.6573 - logits_profile_predictions_loss: 461.5045 - logcount_predictions_loss: 0.3503 36/2430 [..............................] - ETA: 5:31 - loss: 464.5526 - logits_profile_predictions_loss: 461.3953 - logcount_predictions_loss: 0.3508 37/2430 [..............................] - ETA: 5:31 - loss: 464.4204 - logits_profile_predictions_loss: 461.2596 - logcount_predictions_loss: 0.3512 38/2430 [..............................] - ETA: 5:31 - loss: 464.3216 - logits_profile_predictions_loss: 461.1585 - logcount_predictions_loss: 0.3514 39/2430 [..............................] - ETA: 5:31 - loss: 464.2658 - logits_profile_predictions_loss: 461.0998 - logcount_predictions_loss: 0.3518 40/2430 [..............................] - ETA: 5:31 - loss: 464.1872 - logits_profile_predictions_loss: 461.0181 - logcount_predictions_loss: 0.3521 41/2430 [..............................] - ETA: 5:31 - loss: 464.1460 - logits_profile_predictions_loss: 460.9739 - logcount_predictions_loss: 0.3525 42/2430 [..............................] - ETA: 5:30 - loss: 464.1190 - logits_profile_predictions_loss: 460.9446 - logcount_predictions_loss: 0.3527 43/2430 [..............................] - ETA: 5:30 - loss: 464.1103 - logits_profile_predictions_loss: 460.9340 - logcount_predictions_loss: 0.3529 44/2430 [..............................] - ETA: 5:30 - loss: 464.1114 - logits_profile_predictions_loss: 460.9321 - logcount_predictions_loss: 0.3533 45/2430 [..............................] - ETA: 5:30 - loss: 464.1484 - logits_profile_predictions_loss: 460.9658 - logcount_predictions_loss: 0.3536 46/2430 [..............................] - ETA: 5:30 - loss: 464.1734 - logits_profile_predictions_loss: 460.9876 - logcount_predictions_loss: 0.3540 47/2430 [..............................] - ETA: 5:30 - loss: 464.2121 - logits_profile_predictions_loss: 461.0232 - logcount_predictions_loss: 0.3543 48/2430 [..............................] - ETA: 5:30 - loss: 464.2462 - logits_profile_predictions_loss: 461.0538 - logcount_predictions_loss: 0.3547 49/2430 [..............................] - ETA: 5:29 - loss: 464.3196 - logits_profile_predictions_loss: 461.1240 - logcount_predictions_loss: 0.3551 50/2430 [..............................] - ETA: 5:29 - loss: 464.3733 - logits_profile_predictions_loss: 461.1741 - logcount_predictions_loss: 0.3555 51/2430 [..............................] - ETA: 5:29 - loss: 464.4064 - logits_profile_predictions_loss: 461.2037 - logcount_predictions_loss: 0.3558 52/2430 [..............................] - ETA: 5:29 - loss: 464.4407 - logits_profile_predictions_loss: 461.2353 - logcount_predictions_loss: 0.3562 53/2430 [..............................] - ETA: 5:29 - loss: 464.4579 - logits_profile_predictions_loss: 461.2497 - logcount_predictions_loss: 0.3565 54/2430 [..............................] - ETA: 5:29 - loss: 464.4288 - logits_profile_predictions_loss: 461.2184 - logcount_predictions_loss: 0.3567 55/2430 [..............................] - ETA: 5:29 - loss: 464.4460 - logits_profile_predictions_loss: 461.2330 - logcount_predictions_loss: 0.3570 56/2430 [..............................] - ETA: 5:29 - loss: 464.4568 - logits_profile_predictions_loss: 461.2414 - logcount_predictions_loss: 0.3573 57/2430 [..............................] - ETA: 5:28 - loss: 464.4822 - logits_profile_predictions_loss: 461.2638 - logcount_predictions_loss: 0.3576 58/2430 [..............................] - ETA: 5:28 - loss: 464.5305 - logits_profile_predictions_loss: 461.3091 - logcount_predictions_loss: 0.3579 59/2430 [..............................] - ETA: 5:28 - loss: 464.5845 - logits_profile_predictions_loss: 461.3604 - logcount_predictions_loss: 0.3582 60/2430 [..............................] - ETA: 5:28 - loss: 464.6440 - logits_profile_predictions_loss: 461.4170 - logcount_predictions_loss: 0.3586 61/2430 [..............................] - ETA: 5:28 - loss: 464.7209 - logits_profile_predictions_loss: 461.4913 - logcount_predictions_loss: 0.3588 62/2430 [..............................] - ETA: 5:28 - loss: 464.7928 - logits_profile_predictions_loss: 461.5611 - logcount_predictions_loss: 0.3591 63/2430 [..............................] - ETA: 5:28 - loss: 464.8637 - logits_profile_predictions_loss: 461.6300 - logcount_predictions_loss: 0.3593 64/2430 [..............................] - ETA: 5:27 - loss: 464.9390 - logits_profile_predictions_loss: 461.7035 - logcount_predictions_loss: 0.3595 65/2430 [..............................] - ETA: 5:27 - loss: 465.0036 - logits_profile_predictions_loss: 461.7667 - logcount_predictions_loss: 0.3597 66/2430 [..............................] - ETA: 5:27 - loss: 465.0802 - logits_profile_predictions_loss: 461.8422 - logcount_predictions_loss: 0.3598 67/2430 [..............................] - ETA: 5:27 - loss: 465.1596 - logits_profile_predictions_loss: 461.9203 - logcount_predictions_loss: 0.3599 68/2430 [..............................] - ETA: 5:27 - loss: 465.2243 - logits_profile_predictions_loss: 461.9837 - logcount_predictions_loss: 0.3601 69/2430 [..............................] - ETA: 5:27 - loss: 465.2743 - logits_profile_predictions_loss: 462.0325 - logcount_predictions_loss: 0.3602 70/2430 [..............................] - ETA: 5:27 - loss: 465.3200 - logits_profile_predictions_loss: 462.0767 - logcount_predictions_loss: 0.3604 71/2430 [..............................] - ETA: 5:26 - loss: 465.3451 - logits_profile_predictions_loss: 462.1005 - logcount_predictions_loss: 0.3605 72/2430 [..............................] - ETA: 5:26 - loss: 465.3655 - logits_profile_predictions_loss: 462.1195 - logcount_predictions_loss: 0.3607 73/2430 [..............................] - ETA: 5:26 - loss: 465.3842 - logits_profile_predictions_loss: 462.1371 - logcount_predictions_loss: 0.3608 74/2430 [..............................] - ETA: 5:26 - loss: 465.3974 - logits_profile_predictions_loss: 462.1489 - logcount_predictions_loss: 0.3609 75/2430 [..............................] - ETA: 5:26 - loss: 465.4105 - logits_profile_predictions_loss: 462.1609 - logcount_predictions_loss: 0.3611 76/2430 [..............................] - ETA: 5:26 - loss: 465.4087 - logits_profile_predictions_loss: 462.1576 - logcount_predictions_loss: 0.3612 77/2430 [..............................] - ETA: 5:26 - loss: 465.4122 - logits_profile_predictions_loss: 462.1599 - logcount_predictions_loss: 0.3614 78/2430 [..............................] - ETA: 5:26 - loss: 465.4277 - logits_profile_predictions_loss: 462.1738 - logcount_predictions_loss: 0.3615 79/2430 [..............................] - ETA: 5:25 - loss: 465.4453 - logits_profile_predictions_loss: 462.1899 - logcount_predictions_loss: 0.3617 80/2430 [..............................] - ETA: 5:25 - loss: 465.4634 - logits_profile_predictions_loss: 462.2067 - logcount_predictions_loss: 0.3619 81/2430 [>.............................] - ETA: 5:25 - loss: 465.4928 - logits_profile_predictions_loss: 462.2348 - logcount_predictions_loss: 0.3620 82/2430 [>.............................] - ETA: 5:25 - loss: 465.5349 - logits_profile_predictions_loss: 462.2754 - logcount_predictions_loss: 0.3622 83/2430 [>.............................] - ETA: 5:25 - loss: 465.5797 - logits_profile_predictions_loss: 462.3186 - logcount_predictions_loss: 0.3623 84/2430 [>.............................] - ETA: 5:25 - loss: 465.6337 - logits_profile_predictions_loss: 462.3712 - logcount_predictions_loss: 0.3625 85/2430 [>.............................] - ETA: 5:25 - loss: 465.6925 - logits_profile_predictions_loss: 462.4287 - logcount_predictions_loss: 0.3626 86/2430 [>.............................] - ETA: 5:24 - loss: 465.7527 - logits_profile_predictions_loss: 462.4875 - logcount_predictions_loss: 0.3628 87/2430 [>.............................] - ETA: 5:24 - loss: 465.8116 - logits_profile_predictions_loss: 462.5452 - logcount_predictions_loss: 0.3629 88/2430 [>.............................] - ETA: 5:24 - loss: 465.8606 - logits_profile_predictions_loss: 462.5929 - logcount_predictions_loss: 0.3631 89/2430 [>.............................] - ETA: 5:24 - loss: 465.9108 - logits_profile_predictions_loss: 462.6417 - logcount_predictions_loss: 0.3632 90/2430 [>.............................] - ETA: 5:24 - loss: 465.9519 - logits_profile_predictions_loss: 462.6815 - logcount_predictions_loss: 0.3634 91/2430 [>.............................] - ETA: 5:24 - loss: 465.9991 - logits_profile_predictions_loss: 462.7271 - logcount_predictions_loss: 0.3636 92/2430 [>.............................] - ETA: 5:24 - loss: 466.0405 - logits_profile_predictions_loss: 462.7669 - logcount_predictions_loss: 0.3637 93/2430 [>.............................] - ETA: 5:23 - loss: 466.0821 - logits_profile_predictions_loss: 462.8070 - logcount_predictions_loss: 0.3639 94/2430 [>.............................] - ETA: 5:23 - loss: 466.1347 - logits_profile_predictions_loss: 462.8581 - logcount_predictions_loss: 0.3641 95/2430 [>.............................] - ETA: 5:23 - loss: 466.1816 - logits_profile_predictions_loss: 462.9032 - logcount_predictions_loss: 0.3643 96/2430 [>.............................] - ETA: 5:23 - loss: 466.2360 - logits_profile_predictions_loss: 462.9557 - logcount_predictions_loss: 0.3645 97/2430 [>.............................] - ETA: 5:23 - loss: 466.2983 - logits_profile_predictions_loss: 463.0162 - logcount_predictions_loss: 0.3647 98/2430 [>.............................] - ETA: 5:23 - loss: 466.3597 - logits_profile_predictions_loss: 463.0759 - logcount_predictions_loss: 0.3649 99/2430 [>.............................] - ETA: 5:23 - loss: 466.4137 - logits_profile_predictions_loss: 463.1283 - logcount_predictions_loss: 0.3650 100/2430 [>.............................] - ETA: 5:23 - loss: 466.4610 - logits_profile_predictions_loss: 463.1741 - logcount_predictions_loss: 0.3652 101/2430 [>.............................] - ETA: 5:22 - loss: 466.5002 - logits_profile_predictions_loss: 463.2119 - logcount_predictions_loss: 0.3654 102/2430 [>.............................] - ETA: 5:22 - loss: 466.5390 - logits_profile_predictions_loss: 463.2493 - logcount_predictions_loss: 0.3655 103/2430 [>.............................] - ETA: 5:22 - loss: 466.5734 - logits_profile_predictions_loss: 463.2823 - logcount_predictions_loss: 0.3657 104/2430 [>.............................] - ETA: 5:22 - loss: 466.6086 - logits_profile_predictions_loss: 463.3160 - logcount_predictions_loss: 0.3658 105/2430 [>.............................] - ETA: 5:22 - loss: 466.6465 - logits_profile_predictions_loss: 463.3526 - logcount_predictions_loss: 0.3660 106/2430 [>.............................] - ETA: 5:22 - loss: 466.6845 - logits_profile_predictions_loss: 463.3894 - logcount_predictions_loss: 0.3661 107/2430 [>.............................] - ETA: 5:22 - loss: 466.7166 - logits_profile_predictions_loss: 463.4203 - logcount_predictions_loss: 0.3662 108/2430 [>.............................] - ETA: 5:21 - loss: 466.7500 - logits_profile_predictions_loss: 463.4526 - logcount_predictions_loss: 0.3664 109/2430 [>.............................] - ETA: 5:21 - loss: 466.7838 - logits_profile_predictions_loss: 463.4852 - logcount_predictions_loss: 0.3665 110/2430 [>.............................] - ETA: 5:21 - loss: 466.8158 - logits_profile_predictions_loss: 463.5159 - logcount_predictions_loss: 0.3667 111/2430 [>.............................] - ETA: 5:21 - loss: 466.8451 - logits_profile_predictions_loss: 463.5439 - logcount_predictions_loss: 0.3668 112/2430 [>.............................] - ETA: 5:21 - loss: 466.8739 - logits_profile_predictions_loss: 463.5716 - logcount_predictions_loss: 0.3669 113/2430 [>.............................] - ETA: 5:21 - loss: 466.8958 - logits_profile_predictions_loss: 463.5923 - logcount_predictions_loss: 0.3670 114/2430 [>.............................] - ETA: 5:21 - loss: 466.9175 - logits_profile_predictions_loss: 463.6131 - logcount_predictions_loss: 0.3672 115/2430 [>.............................] - ETA: 5:20 - loss: 466.9359 - logits_profile_predictions_loss: 463.6306 - logcount_predictions_loss: 0.3673 116/2430 [>.............................] - ETA: 5:20 - loss: 466.9499 - logits_profile_predictions_loss: 463.6438 - logcount_predictions_loss: 0.3673 117/2430 [>.............................] - ETA: 5:20 - loss: 466.9618 - logits_profile_predictions_loss: 463.6549 - logcount_predictions_loss: 0.3674 118/2430 [>.............................] - ETA: 5:20 - loss: 466.9785 - logits_profile_predictions_loss: 463.6709 - logcount_predictions_loss: 0.3675 119/2430 [>.............................] - ETA: 5:20 - loss: 466.9875 - logits_profile_predictions_loss: 463.6791 - logcount_predictions_loss: 0.3676 120/2430 [>.............................] - ETA: 5:20 - loss: 466.9912 - logits_profile_predictions_loss: 463.6821 - logcount_predictions_loss: 0.3677 121/2430 [>.............................] - ETA: 5:20 - loss: 466.9903 - logits_profile_predictions_loss: 463.6805 - logcount_predictions_loss: 0.3677 122/2430 [>.............................] - ETA: 5:20 - loss: 466.9940 - logits_profile_predictions_loss: 463.6835 - logcount_predictions_loss: 0.3678 123/2430 [>.............................] - ETA: 5:20 - loss: 466.9952 - logits_profile_predictions_loss: 463.6840 - logcount_predictions_loss: 0.3679 124/2430 [>.............................] - ETA: 5:19 - loss: 466.9933 - logits_profile_predictions_loss: 463.6814 - logcount_predictions_loss: 0.3680 125/2430 [>.............................] - ETA: 5:19 - loss: 466.9888 - logits_profile_predictions_loss: 463.6761 - logcount_predictions_loss: 0.3681 126/2430 [>.............................] - ETA: 5:19 - loss: 466.9786 - logits_profile_predictions_loss: 463.6652 - logcount_predictions_loss: 0.3682 127/2430 [>.............................] - ETA: 5:19 - loss: 466.9687 - logits_profile_predictions_loss: 463.6547 - logcount_predictions_loss: 0.3682 128/2430 [>.............................] - ETA: 5:19 - loss: 466.9552 - logits_profile_predictions_loss: 463.6405 - logcount_predictions_loss: 0.3683 129/2430 [>.............................] - ETA: 5:19 - loss: 466.9445 - logits_profile_predictions_loss: 463.6292 - logcount_predictions_loss: 0.3684 130/2430 [>.............................] - ETA: 5:19 - loss: 466.9345 - logits_profile_predictions_loss: 463.6186 - logcount_predictions_loss: 0.3684 131/2430 [>.............................] - ETA: 5:18 - loss: 466.9241 - logits_profile_predictions_loss: 463.6077 - logcount_predictions_loss: 0.3685 132/2430 [>.............................] - ETA: 5:18 - loss: 466.9147 - logits_profile_predictions_loss: 463.5976 - logcount_predictions_loss: 0.3686 133/2430 [>.............................] - ETA: 5:18 - loss: 466.9051 - logits_profile_predictions_loss: 463.5874 - logcount_predictions_loss: 0.3686 134/2430 [>.............................] - ETA: 5:18 - loss: 466.8918 - logits_profile_predictions_loss: 463.5734 - logcount_predictions_loss: 0.3687 135/2430 [>.............................] - ETA: 5:18 - loss: 466.8777 - logits_profile_predictions_loss: 463.5586 - logcount_predictions_loss: 0.3688 136/2430 [>.............................] - ETA: 5:18 - loss: 466.8607 - logits_profile_predictions_loss: 463.5408 - logcount_predictions_loss: 0.3689 137/2430 [>.............................] - ETA: 5:18 - loss: 466.8504 - logits_profile_predictions_loss: 463.5297 - logcount_predictions_loss: 0.3690 138/2430 [>.............................] - ETA: 5:17 - loss: 466.8447 - logits_profile_predictions_loss: 463.5231 - logcount_predictions_loss: 0.3691 139/2430 [>.............................] - ETA: 5:17 - loss: 466.8417 - 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2376/2430 [============================>.] - ETA: 7s - loss: 469.7475 - logits_profile_predictions_loss: 466.3431 - logcount_predictions_loss: 0.3783 2377/2430 [============================>.] - ETA: 7s - loss: 469.7479 - logits_profile_predictions_loss: 466.3435 - logcount_predictions_loss: 0.3783 2378/2430 [============================>.] - ETA: 7s - loss: 469.7484 - logits_profile_predictions_loss: 466.3440 - logcount_predictions_loss: 0.3783 2379/2430 [============================>.] - ETA: 7s - loss: 469.7489 - logits_profile_predictions_loss: 466.3445 - logcount_predictions_loss: 0.3783 2380/2430 [============================>.] - ETA: 6s - loss: 469.7494 - logits_profile_predictions_loss: 466.3449 - logcount_predictions_loss: 0.3783 2381/2430 [============================>.] - ETA: 6s - loss: 469.7499 - logits_profile_predictions_loss: 466.3454 - logcount_predictions_loss: 0.3783 2382/2430 [============================>.] - ETA: 6s - loss: 469.7503 - logits_profile_predictions_loss: 466.3458 - logcount_predictions_loss: 0.3783 2383/2430 [============================>.] - ETA: 6s - loss: 469.7508 - logits_profile_predictions_loss: 466.3463 - logcount_predictions_loss: 0.3783 2384/2430 [============================>.] - ETA: 6s - loss: 469.7512 - logits_profile_predictions_loss: 466.3467 - logcount_predictions_loss: 0.3783 2385/2430 [============================>.] - ETA: 6s - loss: 469.7517 - logits_profile_predictions_loss: 466.3471 - logcount_predictions_loss: 0.3783 2386/2430 [============================>.] - ETA: 6s - loss: 469.7521 - logits_profile_predictions_loss: 466.3476 - logcount_predictions_loss: 0.3783 2387/2430 [============================>.] - ETA: 5s - loss: 469.7526 - logits_profile_predictions_loss: 466.3481 - logcount_predictions_loss: 0.3783 2388/2430 [============================>.] - ETA: 5s - loss: 469.7531 - logits_profile_predictions_loss: 466.3485 - logcount_predictions_loss: 0.3783 2389/2430 [============================>.] - ETA: 5s - loss: 469.7535 - logits_profile_predictions_loss: 466.3490 - logcount_predictions_loss: 0.3783 2390/2430 [============================>.] - ETA: 5s - loss: 469.7540 - logits_profile_predictions_loss: 466.3495 - logcount_predictions_loss: 0.3783 2391/2430 [============================>.] - ETA: 5s - loss: 469.7545 - logits_profile_predictions_loss: 466.3499 - logcount_predictions_loss: 0.3783 2392/2430 [============================>.] - ETA: 5s - loss: 469.7550 - logits_profile_predictions_loss: 466.3504 - logcount_predictions_loss: 0.3783 2393/2430 [============================>.] - ETA: 5s - loss: 469.7555 - logits_profile_predictions_loss: 466.3509 - logcount_predictions_loss: 0.3783 2394/2430 [============================>.] - ETA: 4s - loss: 469.7560 - logits_profile_predictions_loss: 466.3514 - logcount_predictions_loss: 0.3783 2395/2430 [============================>.] - ETA: 4s - loss: 469.7565 - logits_profile_predictions_loss: 466.3518 - logcount_predictions_loss: 0.3783 2396/2430 [============================>.] - ETA: 4s - loss: 469.7569 - logits_profile_predictions_loss: 466.3523 - logcount_predictions_loss: 0.3783 2397/2430 [============================>.] - ETA: 4s - loss: 469.7574 - logits_profile_predictions_loss: 466.3528 - logcount_predictions_loss: 0.3783 2398/2430 [============================>.] - ETA: 4s - loss: 469.7579 - logits_profile_predictions_loss: 466.3533 - logcount_predictions_loss: 0.3783 2399/2430 [============================>.] - ETA: 4s - loss: 469.7584 - logits_profile_predictions_loss: 466.3537 - logcount_predictions_loss: 0.3783 2400/2430 [============================>.] - ETA: 4s - loss: 469.7589 - logits_profile_predictions_loss: 466.3542 - logcount_predictions_loss: 0.3783 2401/2430 [============================>.] - ETA: 4s - loss: 469.7594 - logits_profile_predictions_loss: 466.3547 - logcount_predictions_loss: 0.3783 2402/2430 [============================>.] - ETA: 3s - loss: 469.7599 - logits_profile_predictions_loss: 466.3552 - logcount_predictions_loss: 0.3783 2403/2430 [============================>.] - ETA: 3s - loss: 469.7603 - logits_profile_predictions_loss: 466.3556 - logcount_predictions_loss: 0.3783 2404/2430 [============================>.] - ETA: 3s - loss: 469.7608 - logits_profile_predictions_loss: 466.3561 - logcount_predictions_loss: 0.3783 2405/2430 [============================>.] - ETA: 3s - loss: 469.7613 - logits_profile_predictions_loss: 466.3566 - logcount_predictions_loss: 0.3783 2406/2430 [============================>.] - ETA: 3s - loss: 469.7618 - logits_profile_predictions_loss: 466.3570 - logcount_predictions_loss: 0.3783 2407/2430 [============================>.] - ETA: 3s - loss: 469.7623 - logits_profile_predictions_loss: 466.3575 - logcount_predictions_loss: 0.3783 2408/2430 [============================>.] - ETA: 3s - loss: 469.7627 - logits_profile_predictions_loss: 466.3579 - logcount_predictions_loss: 0.3783 2409/2430 [============================>.] - ETA: 2s - loss: 469.7632 - logits_profile_predictions_loss: 466.3584 - logcount_predictions_loss: 0.3783 2410/2430 [============================>.] - ETA: 2s - loss: 469.7637 - logits_profile_predictions_loss: 466.3588 - logcount_predictions_loss: 0.3783 2411/2430 [============================>.] - ETA: 2s - loss: 469.7641 - logits_profile_predictions_loss: 466.3593 - logcount_predictions_loss: 0.3783 2412/2430 [============================>.] - ETA: 2s - loss: 469.7646 - logits_profile_predictions_loss: 466.3597 - logcount_predictions_loss: 0.3783 2413/2430 [============================>.] - ETA: 2s - loss: 469.7650 - logits_profile_predictions_loss: 466.3602 - logcount_predictions_loss: 0.3783 2414/2430 [============================>.] - ETA: 2s - loss: 469.7655 - logits_profile_predictions_loss: 466.3606 - logcount_predictions_loss: 0.3783 2415/2430 [============================>.] - ETA: 2s - loss: 469.7659 - logits_profile_predictions_loss: 466.3610 - logcount_predictions_loss: 0.3783 2416/2430 [============================>.] - ETA: 1s - loss: 469.7664 - logits_profile_predictions_loss: 466.3615 - logcount_predictions_loss: 0.3783 2417/2430 [============================>.] - ETA: 1s - loss: 469.7668 - logits_profile_predictions_loss: 466.3619 - logcount_predictions_loss: 0.3783 2418/2430 [============================>.] - ETA: 1s - loss: 469.7673 - logits_profile_predictions_loss: 466.3624 - logcount_predictions_loss: 0.3783 2419/2430 [============================>.] - ETA: 1s - loss: 469.7677 - logits_profile_predictions_loss: 466.3628 - logcount_predictions_loss: 0.3783 2420/2430 [============================>.] - ETA: 1s - loss: 469.7682 - logits_profile_predictions_loss: 466.3633 - logcount_predictions_loss: 0.3783 2421/2430 [============================>.] - ETA: 1s - loss: 469.7687 - logits_profile_predictions_loss: 466.3637 - logcount_predictions_loss: 0.3783 2422/2430 [============================>.] - ETA: 1s - loss: 469.7692 - logits_profile_predictions_loss: 466.3642 - logcount_predictions_loss: 0.3783 2423/2430 [============================>.] - ETA: 0s - loss: 469.7697 - logits_profile_predictions_loss: 466.3647 - logcount_predictions_loss: 0.3783 2424/2430 [============================>.] - ETA: 0s - loss: 469.7702 - logits_profile_predictions_loss: 466.3652 - logcount_predictions_loss: 0.3783 2425/2430 [============================>.] - ETA: 0s - loss: 469.7706 - logits_profile_predictions_loss: 466.3657 - logcount_predictions_loss: 0.3783 2426/2430 [============================>.] - ETA: 0s - loss: 469.7711 - logits_profile_predictions_loss: 466.3661 - logcount_predictions_loss: 0.3783 2427/2430 [============================>.] - ETA: 0s - loss: 469.7716 - logits_profile_predictions_loss: 466.3666 - logcount_predictions_loss: 0.3783 2428/2430 [============================>.] - ETA: 0s - loss: 469.7721 - logits_profile_predictions_loss: 466.3670 - logcount_predictions_loss: 0.3783 2429/2430 [============================>.] - ETA: 0s - loss: 469.7725 - logits_profile_predictions_loss: 466.3675 - logcount_predictions_loss: 0.3783 2430/2430 [==============================] - ETA: 0s - loss: 469.7730 - logits_profile_predictions_loss: 466.3679 - logcount_predictions_loss: 0.3783 2430/2430 [==============================] - 352s 145ms/step - loss: 469.7734 - logits_profile_predictions_loss: 466.3683 - logcount_predictions_loss: 0.3783 - val_loss: 498.7508 - val_logits_profile_predictions_loss: 494.1116 - val_logcount_predictions_loss: 0.5155 Epoch 00013: val_loss did not improve from 491.85150 Epoch 14/50 1/2430 [..............................] - ETA: 6:11 - loss: 534.6055 - logits_profile_predictions_loss: 532.2556 - logcount_predictions_loss: 0.2611 2/2430 [..............................] - ETA: 5:36 - loss: 509.6711 - logits_profile_predictions_loss: 507.0317 - logcount_predictions_loss: 0.2933 3/2430 [..............................] - ETA: 5:36 - loss: 490.8235 - logits_profile_predictions_loss: 488.1670 - logcount_predictions_loss: 0.2952 4/2430 [..............................] - ETA: 5:36 - loss: 485.7058 - logits_profile_predictions_loss: 483.0346 - logcount_predictions_loss: 0.2968 5/2430 [..............................] - ETA: 5:35 - loss: 485.1475 - logits_profile_predictions_loss: 482.3998 - logcount_predictions_loss: 0.3053 6/2430 [..............................] - ETA: 5:35 - loss: 483.9661 - logits_profile_predictions_loss: 481.1135 - logcount_predictions_loss: 0.3170 7/2430 [..............................] - ETA: 5:35 - loss: 483.5516 - logits_profile_predictions_loss: 480.6175 - logcount_predictions_loss: 0.3260 8/2430 [..............................] - ETA: 5:35 - loss: 485.6264 - logits_profile_predictions_loss: 482.6424 - logcount_predictions_loss: 0.3316 9/2430 [..............................] - ETA: 5:35 - loss: 486.8811 - logits_profile_predictions_loss: 483.8644 - logcount_predictions_loss: 0.3352 10/2430 [..............................] - ETA: 5:35 - loss: 487.6111 - logits_profile_predictions_loss: 484.5779 - logcount_predictions_loss: 0.3370 11/2430 [..............................] - ETA: 5:35 - loss: 487.9856 - logits_profile_predictions_loss: 484.9396 - logcount_predictions_loss: 0.3384 12/2430 [..............................] - ETA: 5:35 - loss: 488.2144 - logits_profile_predictions_loss: 485.1558 - logcount_predictions_loss: 0.3398 13/2430 [..............................] - ETA: 5:34 - loss: 489.4142 - logits_profile_predictions_loss: 486.3447 - logcount_predictions_loss: 0.3410 14/2430 [..............................] - ETA: 5:34 - loss: 490.6601 - logits_profile_predictions_loss: 487.5750 - logcount_predictions_loss: 0.3428 15/2430 [..............................] - ETA: 5:34 - loss: 491.3244 - logits_profile_predictions_loss: 488.2222 - logcount_predictions_loss: 0.3447 16/2430 [..............................] - ETA: 5:34 - loss: 491.9969 - logits_profile_predictions_loss: 488.8804 - logcount_predictions_loss: 0.3463 17/2430 [..............................] - ETA: 5:34 - loss: 492.2396 - logits_profile_predictions_loss: 489.1142 - logcount_predictions_loss: 0.3473 18/2430 [..............................] - ETA: 5:34 - loss: 492.4822 - logits_profile_predictions_loss: 489.3504 - logcount_predictions_loss: 0.3480 19/2430 [..............................] - ETA: 5:34 - loss: 492.8223 - logits_profile_predictions_loss: 489.6842 - logcount_predictions_loss: 0.3487 20/2430 [..............................] - ETA: 5:33 - loss: 493.2174 - logits_profile_predictions_loss: 490.0717 - logcount_predictions_loss: 0.3495 21/2430 [..............................] - ETA: 5:33 - loss: 493.6271 - logits_profile_predictions_loss: 490.4738 - logcount_predictions_loss: 0.3504 22/2430 [..............................] - ETA: 5:33 - loss: 493.8529 - logits_profile_predictions_loss: 490.6934 - logcount_predictions_loss: 0.3511 23/2430 [..............................] - ETA: 5:33 - loss: 493.8955 - logits_profile_predictions_loss: 490.7298 - logcount_predictions_loss: 0.3517 24/2430 [..............................] - ETA: 5:33 - loss: 493.9270 - logits_profile_predictions_loss: 490.7573 - logcount_predictions_loss: 0.3522 25/2430 [..............................] - ETA: 5:33 - loss: 493.8482 - logits_profile_predictions_loss: 490.6762 - logcount_predictions_loss: 0.3524 26/2430 [..............................] - ETA: 5:33 - loss: 493.8971 - logits_profile_predictions_loss: 490.7236 - logcount_predictions_loss: 0.3526 27/2430 [..............................] - ETA: 5:33 - loss: 493.7797 - logits_profile_predictions_loss: 490.6049 - logcount_predictions_loss: 0.3528 28/2430 [..............................] - ETA: 5:32 - loss: 493.6376 - logits_profile_predictions_loss: 490.4617 - logcount_predictions_loss: 0.3529 29/2430 [..............................] - ETA: 5:32 - loss: 493.5365 - logits_profile_predictions_loss: 490.3593 - logcount_predictions_loss: 0.3530 30/2430 [..............................] - ETA: 5:32 - loss: 493.3433 - logits_profile_predictions_loss: 490.1658 - logcount_predictions_loss: 0.3531 31/2430 [..............................] - ETA: 5:32 - loss: 493.1398 - logits_profile_predictions_loss: 489.9614 - logcount_predictions_loss: 0.3532 32/2430 [..............................] - ETA: 5:32 - loss: 493.0054 - logits_profile_predictions_loss: 489.8253 - logcount_predictions_loss: 0.3533 33/2430 [..............................] - ETA: 5:32 - loss: 492.8355 - logits_profile_predictions_loss: 489.6534 - logcount_predictions_loss: 0.3536 34/2430 [..............................] - ETA: 5:32 - loss: 492.6049 - logits_profile_predictions_loss: 489.4209 - logcount_predictions_loss: 0.3538 35/2430 [..............................] - ETA: 5:32 - loss: 492.3582 - logits_profile_predictions_loss: 489.1724 - logcount_predictions_loss: 0.3540 36/2430 [..............................] - ETA: 5:31 - loss: 492.0563 - logits_profile_predictions_loss: 488.8688 - logcount_predictions_loss: 0.3542 37/2430 [..............................] - ETA: 5:31 - loss: 491.8688 - logits_profile_predictions_loss: 488.6797 - logcount_predictions_loss: 0.3543 38/2430 [..............................] - ETA: 5:31 - loss: 491.6199 - logits_profile_predictions_loss: 488.4295 - logcount_predictions_loss: 0.3545 39/2430 [..............................] - ETA: 5:31 - loss: 491.3223 - logits_profile_predictions_loss: 488.1300 - logcount_predictions_loss: 0.3547 40/2430 [..............................] - ETA: 5:31 - loss: 490.9660 - logits_profile_predictions_loss: 487.7718 - logcount_predictions_loss: 0.3549 41/2430 [..............................] - ETA: 5:31 - loss: 490.6014 - logits_profile_predictions_loss: 487.4055 - logcount_predictions_loss: 0.3551 42/2430 [..............................] - ETA: 5:31 - loss: 490.3119 - logits_profile_predictions_loss: 487.1118 - logcount_predictions_loss: 0.3556 43/2430 [..............................] - ETA: 5:30 - loss: 490.0547 - logits_profile_predictions_loss: 486.8503 - logcount_predictions_loss: 0.3560 44/2430 [..............................] - ETA: 5:30 - loss: 489.8090 - logits_profile_predictions_loss: 486.6005 - logcount_predictions_loss: 0.3565 45/2430 [..............................] - ETA: 5:30 - loss: 489.5372 - logits_profile_predictions_loss: 486.3248 - logcount_predictions_loss: 0.3569 46/2430 [..............................] - ETA: 5:30 - loss: 489.2704 - logits_profile_predictions_loss: 486.0549 - logcount_predictions_loss: 0.3573 47/2430 [..............................] - ETA: 5:30 - loss: 489.0317 - logits_profile_predictions_loss: 485.8122 - logcount_predictions_loss: 0.3577 48/2430 [..............................] - ETA: 5:30 - loss: 488.7790 - logits_profile_predictions_loss: 485.5565 - logcount_predictions_loss: 0.3581 49/2430 [..............................] - ETA: 5:30 - loss: 488.5142 - logits_profile_predictions_loss: 485.2887 - logcount_predictions_loss: 0.3584 50/2430 [..............................] - ETA: 5:29 - loss: 488.2528 - logits_profile_predictions_loss: 485.0249 - logcount_predictions_loss: 0.3587 51/2430 [..............................] - ETA: 5:29 - loss: 487.9859 - logits_profile_predictions_loss: 484.7561 - logcount_predictions_loss: 0.3589 52/2430 [..............................] - ETA: 5:29 - loss: 487.7406 - logits_profile_predictions_loss: 484.5084 - logcount_predictions_loss: 0.3591 53/2430 [..............................] - ETA: 5:29 - loss: 487.4961 - logits_profile_predictions_loss: 484.2615 - logcount_predictions_loss: 0.3594 54/2430 [..............................] - ETA: 5:29 - loss: 487.3079 - logits_profile_predictions_loss: 484.0710 - logcount_predictions_loss: 0.3597 55/2430 [..............................] - ETA: 5:29 - loss: 487.0947 - logits_profile_predictions_loss: 483.8559 - logcount_predictions_loss: 0.3599 56/2430 [..............................] - ETA: 5:29 - loss: 486.8650 - logits_profile_predictions_loss: 483.6247 - logcount_predictions_loss: 0.3600 57/2430 [..............................] - ETA: 5:28 - loss: 486.6627 - logits_profile_predictions_loss: 483.4207 - logcount_predictions_loss: 0.3602 58/2430 [..............................] - ETA: 5:28 - loss: 486.4650 - logits_profile_predictions_loss: 483.2216 - logcount_predictions_loss: 0.3604 59/2430 [..............................] - ETA: 5:28 - loss: 486.2632 - logits_profile_predictions_loss: 483.0190 - logcount_predictions_loss: 0.3605 60/2430 [..............................] - ETA: 5:28 - loss: 486.0544 - logits_profile_predictions_loss: 482.8094 - logcount_predictions_loss: 0.3606 61/2430 [..............................] - ETA: 5:28 - loss: 485.8647 - logits_profile_predictions_loss: 482.6190 - logcount_predictions_loss: 0.3606 62/2430 [..............................] - ETA: 5:28 - loss: 485.6587 - logits_profile_predictions_loss: 482.4124 - logcount_predictions_loss: 0.3607 63/2430 [..............................] - ETA: 5:28 - loss: 485.4593 - logits_profile_predictions_loss: 482.2124 - logcount_predictions_loss: 0.3608 64/2430 [..............................] - ETA: 5:27 - loss: 485.2576 - logits_profile_predictions_loss: 482.0098 - logcount_predictions_loss: 0.3609 65/2430 [..............................] - ETA: 5:27 - loss: 485.0663 - logits_profile_predictions_loss: 481.8176 - logcount_predictions_loss: 0.3610 66/2430 [..............................] - ETA: 5:27 - loss: 484.8655 - logits_profile_predictions_loss: 481.6158 - logcount_predictions_loss: 0.3611 67/2430 [..............................] - ETA: 5:27 - loss: 484.6556 - logits_profile_predictions_loss: 481.4047 - logcount_predictions_loss: 0.3612 68/2430 [..............................] - ETA: 5:27 - loss: 484.4387 - logits_profile_predictions_loss: 481.1867 - logcount_predictions_loss: 0.3613 69/2430 [..............................] - ETA: 5:27 - loss: 484.2196 - logits_profile_predictions_loss: 480.9667 - logcount_predictions_loss: 0.3614 70/2430 [..............................] - ETA: 5:27 - loss: 483.9943 - logits_profile_predictions_loss: 480.7407 - logcount_predictions_loss: 0.3615 71/2430 [..............................] - ETA: 5:27 - loss: 483.7801 - logits_profile_predictions_loss: 480.5253 - logcount_predictions_loss: 0.3616 72/2430 [..............................] - ETA: 5:26 - loss: 483.5826 - logits_profile_predictions_loss: 480.3268 - logcount_predictions_loss: 0.3618 73/2430 [..............................] - ETA: 5:26 - loss: 483.3890 - logits_profile_predictions_loss: 480.1322 - logcount_predictions_loss: 0.3619 74/2430 [..............................] - ETA: 5:26 - loss: 483.2168 - logits_profile_predictions_loss: 479.9590 - logcount_predictions_loss: 0.3620 75/2430 [..............................] - ETA: 5:26 - loss: 483.0436 - logits_profile_predictions_loss: 479.7850 - logcount_predictions_loss: 0.3621 76/2430 [..............................] - ETA: 5:26 - loss: 482.8802 - logits_profile_predictions_loss: 479.6207 - logcount_predictions_loss: 0.3622 77/2430 [..............................] - ETA: 5:26 - loss: 482.7149 - logits_profile_predictions_loss: 479.4546 - logcount_predictions_loss: 0.3623 78/2430 [..............................] - ETA: 5:26 - loss: 482.5543 - logits_profile_predictions_loss: 479.2930 - logcount_predictions_loss: 0.3624 79/2430 [..............................] - ETA: 5:25 - loss: 482.3940 - logits_profile_predictions_loss: 479.1318 - logcount_predictions_loss: 0.3625 80/2430 [..............................] - ETA: 5:25 - loss: 482.2241 - logits_profile_predictions_loss: 478.9610 - logcount_predictions_loss: 0.3626 81/2430 [>.............................] - ETA: 5:25 - loss: 482.0523 - logits_profile_predictions_loss: 478.7886 - logcount_predictions_loss: 0.3626 82/2430 [>.............................] - ETA: 5:25 - loss: 481.8862 - 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logits_profile_predictions_loss: 464.4622 - logcount_predictions_loss: 0.3581 389/2430 [===>..........................] - ETA: 4:43 - loss: 467.6698 - logits_profile_predictions_loss: 464.4467 - logcount_predictions_loss: 0.3581 390/2430 [===>..........................] - ETA: 4:43 - loss: 467.6536 - logits_profile_predictions_loss: 464.4307 - logcount_predictions_loss: 0.3581 391/2430 [===>..........................] - ETA: 4:43 - loss: 467.6378 - logits_profile_predictions_loss: 464.4150 - logcount_predictions_loss: 0.3581 392/2430 [===>..........................] - ETA: 4:42 - loss: 467.6218 - logits_profile_predictions_loss: 464.3992 - logcount_predictions_loss: 0.3581 393/2430 [===>..........................] - ETA: 4:42 - loss: 467.6064 - logits_profile_predictions_loss: 464.3840 - logcount_predictions_loss: 0.3580 394/2430 [===>..........................] - ETA: 4:42 - loss: 467.5913 - logits_profile_predictions_loss: 464.3690 - logcount_predictions_loss: 0.3580 395/2430 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[====>.........................] - ETA: 4:40 - loss: 467.3880 - logits_profile_predictions_loss: 464.1681 - logcount_predictions_loss: 0.3578 409/2430 [====>.........................] - ETA: 4:40 - loss: 467.3740 - logits_profile_predictions_loss: 464.1543 - logcount_predictions_loss: 0.3577 410/2430 [====>.........................] - ETA: 4:40 - loss: 467.3597 - logits_profile_predictions_loss: 464.1401 - logcount_predictions_loss: 0.3577 411/2430 [====>.........................] - ETA: 4:40 - loss: 467.3454 - logits_profile_predictions_loss: 464.1260 - logcount_predictions_loss: 0.3577 412/2430 [====>.........................] - ETA: 4:40 - loss: 467.3318 - logits_profile_predictions_loss: 464.1126 - logcount_predictions_loss: 0.3577 413/2430 [====>.........................] - ETA: 4:39 - loss: 467.3192 - logits_profile_predictions_loss: 464.1002 - logcount_predictions_loss: 0.3577 414/2430 [====>.........................] - ETA: 4:39 - loss: 467.3068 - 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[====>.........................] - ETA: 4:37 - loss: 467.0719 - logits_profile_predictions_loss: 463.8559 - logcount_predictions_loss: 0.3573 435/2430 [====>.........................] - ETA: 4:36 - loss: 467.0620 - logits_profile_predictions_loss: 463.8462 - logcount_predictions_loss: 0.3573 436/2430 [====>.........................] - ETA: 4:36 - loss: 467.0526 - logits_profile_predictions_loss: 463.8369 - logcount_predictions_loss: 0.3573 437/2430 [====>.........................] - ETA: 4:36 - loss: 467.0428 - logits_profile_predictions_loss: 463.8272 - logcount_predictions_loss: 0.3573 438/2430 [====>.........................] - ETA: 4:36 - loss: 467.0336 - logits_profile_predictions_loss: 463.8181 - logcount_predictions_loss: 0.3573 439/2430 [====>.........................] - ETA: 4:36 - loss: 467.0239 - logits_profile_predictions_loss: 463.8086 - logcount_predictions_loss: 0.3573 440/2430 [====>.........................] - ETA: 4:36 - loss: 467.0141 - 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[====>.........................] - ETA: 4:35 - loss: 466.9408 - logits_profile_predictions_loss: 463.7264 - logcount_predictions_loss: 0.3572 448/2430 [====>.........................] - ETA: 4:35 - loss: 466.9301 - logits_profile_predictions_loss: 463.7157 - logcount_predictions_loss: 0.3571 449/2430 [====>.........................] - ETA: 4:34 - loss: 466.9198 - logits_profile_predictions_loss: 463.7056 - logcount_predictions_loss: 0.3571 450/2430 [====>.........................] - ETA: 4:34 - loss: 466.9102 - logits_profile_predictions_loss: 463.6961 - logcount_predictions_loss: 0.3571 451/2430 [====>.........................] - ETA: 4:34 - loss: 466.9008 - logits_profile_predictions_loss: 463.6868 - logcount_predictions_loss: 0.3571 452/2430 [====>.........................] - ETA: 4:34 - loss: 466.8918 - logits_profile_predictions_loss: 463.6779 - logcount_predictions_loss: 0.3571 453/2430 [====>.........................] - ETA: 4:34 - loss: 466.8832 - 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[====>.........................] - ETA: 4:33 - loss: 466.8285 - logits_profile_predictions_loss: 463.6154 - logcount_predictions_loss: 0.3570 461/2430 [====>.........................] - ETA: 4:33 - loss: 466.8208 - logits_profile_predictions_loss: 463.6078 - logcount_predictions_loss: 0.3570 462/2430 [====>.........................] - ETA: 4:33 - loss: 466.8132 - logits_profile_predictions_loss: 463.6003 - logcount_predictions_loss: 0.3570 463/2430 [====>.........................] - ETA: 4:33 - loss: 466.8058 - logits_profile_predictions_loss: 463.5930 - logcount_predictions_loss: 0.3570 464/2430 [====>.........................] - ETA: 4:32 - loss: 466.7989 - logits_profile_predictions_loss: 463.5862 - logcount_predictions_loss: 0.3570 465/2430 [====>.........................] - ETA: 4:32 - loss: 466.7922 - logits_profile_predictions_loss: 463.5797 - logcount_predictions_loss: 0.3569 466/2430 [====>.........................] - ETA: 4:32 - loss: 466.7857 - logits_profile_predictions_loss: 463.5733 - logcount_predictions_loss: 0.3569 467/2430 [====>.........................] - ETA: 4:32 - loss: 466.7793 - logits_profile_predictions_loss: 463.5669 - logcount_predictions_loss: 0.3569 468/2430 [====>.........................] - ETA: 4:32 - loss: 466.7729 - logits_profile_predictions_loss: 463.5606 - logcount_predictions_loss: 0.3569 469/2430 [====>.........................] - ETA: 4:32 - loss: 466.7671 - logits_profile_predictions_loss: 463.5549 - logcount_predictions_loss: 0.3569 470/2430 [====>.........................] - ETA: 4:32 - loss: 466.7616 - logits_profile_predictions_loss: 463.5494 - logcount_predictions_loss: 0.3569 471/2430 [====>.........................] - ETA: 4:31 - loss: 466.7558 - logits_profile_predictions_loss: 463.5437 - logcount_predictions_loss: 0.3569 472/2430 [====>.........................] - ETA: 4:31 - loss: 466.7504 - logits_profile_predictions_loss: 463.5383 - logcount_predictions_loss: 0.3569 473/2430 [====>.........................] - ETA: 4:31 - loss: 466.7451 - logits_profile_predictions_loss: 463.5331 - logcount_predictions_loss: 0.3569 474/2430 [====>.........................] - ETA: 4:31 - loss: 466.7400 - logits_profile_predictions_loss: 463.5280 - logcount_predictions_loss: 0.3569 475/2430 [====>.........................] - ETA: 4:31 - loss: 466.7348 - logits_profile_predictions_loss: 463.5230 - logcount_predictions_loss: 0.3569 476/2430 [====>.........................] - ETA: 4:31 - loss: 466.7297 - logits_profile_predictions_loss: 463.5179 - logcount_predictions_loss: 0.3569 477/2430 [====>.........................] - ETA: 4:31 - loss: 466.7242 - logits_profile_predictions_loss: 463.5124 - logcount_predictions_loss: 0.3569 478/2430 [====>.........................] - ETA: 4:30 - loss: 466.7188 - logits_profile_predictions_loss: 463.5072 - logcount_predictions_loss: 0.3568 479/2430 [====>.........................] - ETA: 4:30 - loss: 466.7128 - logits_profile_predictions_loss: 463.5013 - logcount_predictions_loss: 0.3568 480/2430 [====>.........................] - ETA: 4:30 - loss: 466.7071 - logits_profile_predictions_loss: 463.4956 - logcount_predictions_loss: 0.3568 481/2430 [====>.........................] - ETA: 4:30 - loss: 466.7014 - logits_profile_predictions_loss: 463.4899 - logcount_predictions_loss: 0.3568 482/2430 [====>.........................] - ETA: 4:30 - loss: 466.6955 - logits_profile_predictions_loss: 463.4842 - logcount_predictions_loss: 0.3568 483/2430 [====>.........................] - ETA: 4:30 - loss: 466.6897 - logits_profile_predictions_loss: 463.4784 - logcount_predictions_loss: 0.3568 484/2430 [====>.........................] - ETA: 4:30 - loss: 466.6840 - logits_profile_predictions_loss: 463.4728 - logcount_predictions_loss: 0.3568 485/2430 [====>.........................] - ETA: 4:29 - loss: 466.6785 - logits_profile_predictions_loss: 463.4673 - logcount_predictions_loss: 0.3568 486/2430 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[============================>.] - ETA: 0s - loss: 465.0937 - logits_profile_predictions_loss: 461.9122 - logcount_predictions_loss: 0.3535 2425/2430 [============================>.] - ETA: 0s - loss: 465.0931 - logits_profile_predictions_loss: 461.9116 - logcount_predictions_loss: 0.3535 2426/2430 [============================>.] - ETA: 0s - loss: 465.0925 - logits_profile_predictions_loss: 461.9111 - logcount_predictions_loss: 0.3535 2427/2430 [============================>.] - ETA: 0s - loss: 465.0919 - logits_profile_predictions_loss: 461.9105 - logcount_predictions_loss: 0.3534 2428/2430 [============================>.] - ETA: 0s - loss: 465.0913 - logits_profile_predictions_loss: 461.9099 - logcount_predictions_loss: 0.3534 2429/2430 [============================>.] - ETA: 0s - loss: 465.0908 - logits_profile_predictions_loss: 461.9094 - logcount_predictions_loss: 0.3534 2430/2430 [==============================] - ETA: 0s - loss: 465.0902 - logits_profile_predictions_loss: 461.9089 - logcount_predictions_loss: 0.3534 2430/2430 [==============================] - 352s 145ms/step - loss: 465.0896 - logits_profile_predictions_loss: 461.9083 - logcount_predictions_loss: 0.3534 - val_loss: 494.4480 - val_logits_profile_predictions_loss: 490.5586 - val_logcount_predictions_loss: 0.4321 Epoch 00014: val_loss did not improve from 491.85150 Epoch 15/50 1/2430 [..............................] - ETA: 6:12 - loss: 435.8983 - logits_profile_predictions_loss: 432.8040 - logcount_predictions_loss: 0.3438 2/2430 [..............................] - ETA: 5:37 - loss: 462.6692 - logits_profile_predictions_loss: 459.5172 - logcount_predictions_loss: 0.3502 3/2430 [..............................] - ETA: 5:36 - loss: 469.2763 - logits_profile_predictions_loss: 466.1900 - logcount_predictions_loss: 0.3429 4/2430 [..............................] - ETA: 5:36 - loss: 474.1120 - logits_profile_predictions_loss: 470.9990 - logcount_predictions_loss: 0.3459 5/2430 [..............................] - ETA: 5:36 - loss: 478.7014 - logits_profile_predictions_loss: 475.5374 - logcount_predictions_loss: 0.3516 6/2430 [..............................] - ETA: 5:35 - loss: 480.4746 - logits_profile_predictions_loss: 477.2942 - logcount_predictions_loss: 0.3534 7/2430 [..............................] - ETA: 5:35 - loss: 480.1020 - logits_profile_predictions_loss: 476.9098 - logcount_predictions_loss: 0.3547 8/2430 [..............................] - ETA: 5:35 - loss: 480.2155 - logits_profile_predictions_loss: 477.0180 - logcount_predictions_loss: 0.3553 9/2430 [..............................] - ETA: 5:35 - loss: 478.2685 - logits_profile_predictions_loss: 475.0890 - logcount_predictions_loss: 0.3533 10/2430 [..............................] - ETA: 5:35 - loss: 477.2009 - logits_profile_predictions_loss: 474.0355 - logcount_predictions_loss: 0.3517 11/2430 [..............................] - ETA: 5:35 - loss: 476.4813 - logits_profile_predictions_loss: 473.3235 - logcount_predictions_loss: 0.3509 12/2430 [..............................] - ETA: 5:35 - loss: 475.8840 - logits_profile_predictions_loss: 472.7276 - logcount_predictions_loss: 0.3507 13/2430 [..............................] - ETA: 5:34 - loss: 475.5533 - logits_profile_predictions_loss: 472.3932 - logcount_predictions_loss: 0.3511 14/2430 [..............................] - ETA: 5:34 - loss: 475.2364 - logits_profile_predictions_loss: 472.0742 - logcount_predictions_loss: 0.3514 15/2430 [..............................] - ETA: 5:34 - loss: 475.2128 - logits_profile_predictions_loss: 472.0502 - logcount_predictions_loss: 0.3514 16/2430 [..............................] - ETA: 5:34 - loss: 474.9006 - logits_profile_predictions_loss: 471.7352 - logcount_predictions_loss: 0.3517 17/2430 [..............................] - ETA: 5:34 - loss: 474.7130 - logits_profile_predictions_loss: 471.5482 - logcount_predictions_loss: 0.3517 18/2430 [..............................] - ETA: 5:34 - loss: 474.4620 - logits_profile_predictions_loss: 471.3011 - logcount_predictions_loss: 0.3512 19/2430 [..............................] - ETA: 5:34 - loss: 474.4581 - logits_profile_predictions_loss: 471.2996 - logcount_predictions_loss: 0.3510 20/2430 [..............................] - ETA: 5:33 - loss: 474.4708 - logits_profile_predictions_loss: 471.3153 - logcount_predictions_loss: 0.3506 21/2430 [..............................] - ETA: 5:33 - loss: 474.4955 - logits_profile_predictions_loss: 471.3417 - logcount_predictions_loss: 0.3504 22/2430 [..............................] - ETA: 5:33 - loss: 474.4571 - logits_profile_predictions_loss: 471.3067 - logcount_predictions_loss: 0.3500 23/2430 [..............................] - ETA: 5:33 - loss: 474.4388 - logits_profile_predictions_loss: 471.2930 - logcount_predictions_loss: 0.3495 24/2430 [..............................] - ETA: 5:33 - loss: 474.4127 - logits_profile_predictions_loss: 471.2717 - logcount_predictions_loss: 0.3490 25/2430 [..............................] - ETA: 5:33 - loss: 474.2869 - logits_profile_predictions_loss: 471.1509 - logcount_predictions_loss: 0.3484 26/2430 [..............................] - ETA: 5:33 - loss: 474.1761 - logits_profile_predictions_loss: 471.0434 - logcount_predictions_loss: 0.3481 27/2430 [..............................] - ETA: 5:32 - loss: 474.0985 - logits_profile_predictions_loss: 470.9688 - logcount_predictions_loss: 0.3477 28/2430 [..............................] - ETA: 5:32 - loss: 474.0230 - logits_profile_predictions_loss: 470.8951 - logcount_predictions_loss: 0.3475 29/2430 [..............................] - ETA: 5:32 - loss: 473.9576 - logits_profile_predictions_loss: 470.8310 - logcount_predictions_loss: 0.3474 30/2430 [..............................] - ETA: 5:32 - loss: 473.8638 - logits_profile_predictions_loss: 470.7389 - logcount_predictions_loss: 0.3472 31/2430 [..............................] - ETA: 5:32 - loss: 473.7904 - logits_profile_predictions_loss: 470.6672 - logcount_predictions_loss: 0.3470 32/2430 [..............................] - ETA: 5:32 - loss: 473.6803 - logits_profile_predictions_loss: 470.5577 - logcount_predictions_loss: 0.3470 33/2430 [..............................] - ETA: 5:32 - loss: 473.5830 - logits_profile_predictions_loss: 470.4609 - logcount_predictions_loss: 0.3469 34/2430 [..............................] - ETA: 5:31 - loss: 473.6118 - logits_profile_predictions_loss: 470.4898 - logcount_predictions_loss: 0.3469 35/2430 [..............................] - ETA: 5:31 - loss: 473.5915 - logits_profile_predictions_loss: 470.4690 - logcount_predictions_loss: 0.3470 36/2430 [..............................] - ETA: 5:31 - loss: 473.5965 - logits_profile_predictions_loss: 470.4739 - logcount_predictions_loss: 0.3470 37/2430 [..............................] - ETA: 5:31 - loss: 473.6154 - logits_profile_predictions_loss: 470.4929 - logcount_predictions_loss: 0.3469 38/2430 [..............................] - ETA: 5:31 - loss: 473.6474 - logits_profile_predictions_loss: 470.5249 - logcount_predictions_loss: 0.3470 39/2430 [..............................] - ETA: 5:31 - loss: 473.6819 - logits_profile_predictions_loss: 470.5602 - logcount_predictions_loss: 0.3469 40/2430 [..............................] - ETA: 5:31 - loss: 473.7064 - logits_profile_predictions_loss: 470.5855 - logcount_predictions_loss: 0.3468 41/2430 [..............................] - ETA: 5:31 - loss: 473.7472 - logits_profile_predictions_loss: 470.6269 - logcount_predictions_loss: 0.3467 42/2430 [..............................] - ETA: 5:30 - loss: 473.7758 - logits_profile_predictions_loss: 470.6568 - logcount_predictions_loss: 0.3466 43/2430 [..............................] - ETA: 5:30 - loss: 473.7797 - logits_profile_predictions_loss: 470.6623 - logcount_predictions_loss: 0.3464 44/2430 [..............................] - ETA: 5:30 - loss: 473.7823 - logits_profile_predictions_loss: 470.6667 - logcount_predictions_loss: 0.3462 45/2430 [..............................] - ETA: 5:30 - loss: 473.7818 - logits_profile_predictions_loss: 470.6677 - logcount_predictions_loss: 0.3460 46/2430 [..............................] - ETA: 5:30 - loss: 473.7679 - logits_profile_predictions_loss: 470.6551 - logcount_predictions_loss: 0.3459 47/2430 [..............................] - ETA: 5:30 - loss: 473.7781 - logits_profile_predictions_loss: 470.6659 - logcount_predictions_loss: 0.3458 48/2430 [..............................] - ETA: 5:30 - loss: 473.7901 - logits_profile_predictions_loss: 470.6789 - logcount_predictions_loss: 0.3457 49/2430 [..............................] - ETA: 5:29 - loss: 473.8249 - logits_profile_predictions_loss: 470.7147 - logcount_predictions_loss: 0.3456 50/2430 [..............................] - ETA: 5:29 - loss: 473.8489 - logits_profile_predictions_loss: 470.7399 - logcount_predictions_loss: 0.3454 51/2430 [..............................] - ETA: 5:29 - loss: 473.8679 - logits_profile_predictions_loss: 470.7600 - logcount_predictions_loss: 0.3453 52/2430 [..............................] - ETA: 5:29 - loss: 473.8731 - logits_profile_predictions_loss: 470.7663 - logcount_predictions_loss: 0.3452 53/2430 [..............................] - ETA: 5:29 - loss: 473.8691 - logits_profile_predictions_loss: 470.7633 - logcount_predictions_loss: 0.3451 54/2430 [..............................] - ETA: 5:29 - loss: 473.8380 - logits_profile_predictions_loss: 470.7329 - logcount_predictions_loss: 0.3450 55/2430 [..............................] - ETA: 5:29 - loss: 473.8093 - logits_profile_predictions_loss: 470.7052 - logcount_predictions_loss: 0.3449 56/2430 [..............................] - ETA: 5:28 - loss: 473.7789 - logits_profile_predictions_loss: 470.6758 - logcount_predictions_loss: 0.3448 57/2430 [..............................] - ETA: 5:28 - loss: 473.7455 - logits_profile_predictions_loss: 470.6435 - logcount_predictions_loss: 0.3447 58/2430 [..............................] - ETA: 5:28 - loss: 473.6947 - logits_profile_predictions_loss: 470.5936 - logcount_predictions_loss: 0.3446 59/2430 [..............................] - ETA: 5:28 - loss: 473.6587 - logits_profile_predictions_loss: 470.5585 - logcount_predictions_loss: 0.3445 60/2430 [..............................] - ETA: 5:28 - loss: 473.6136 - logits_profile_predictions_loss: 470.5144 - logcount_predictions_loss: 0.3444 61/2430 [..............................] - ETA: 5:28 - loss: 473.5410 - logits_profile_predictions_loss: 470.4428 - logcount_predictions_loss: 0.3442 62/2430 [..............................] - ETA: 5:28 - loss: 473.4576 - logits_profile_predictions_loss: 470.3601 - logcount_predictions_loss: 0.3442 63/2430 [..............................] - ETA: 5:27 - loss: 473.3692 - logits_profile_predictions_loss: 470.2725 - logcount_predictions_loss: 0.3441 64/2430 [..............................] - ETA: 5:27 - loss: 473.2605 - logits_profile_predictions_loss: 470.1647 - logcount_predictions_loss: 0.3440 65/2430 [..............................] - ETA: 5:27 - loss: 473.1728 - logits_profile_predictions_loss: 470.0777 - logcount_predictions_loss: 0.3439 66/2430 [..............................] - ETA: 5:27 - loss: 473.0992 - logits_profile_predictions_loss: 470.0049 - logcount_predictions_loss: 0.3438 67/2430 [..............................] - ETA: 5:27 - loss: 473.0338 - logits_profile_predictions_loss: 469.9404 - logcount_predictions_loss: 0.3437 68/2430 [..............................] - ETA: 5:27 - loss: 472.9591 - logits_profile_predictions_loss: 469.8668 - logcount_predictions_loss: 0.3436 69/2430 [..............................] - ETA: 5:27 - loss: 472.9021 - logits_profile_predictions_loss: 469.8109 - logcount_predictions_loss: 0.3435 70/2430 [..............................] - ETA: 5:26 - loss: 472.8523 - logits_profile_predictions_loss: 469.7618 - logcount_predictions_loss: 0.3434 71/2430 [..............................] - ETA: 5:26 - loss: 472.7938 - logits_profile_predictions_loss: 469.7039 - logcount_predictions_loss: 0.3433 72/2430 [..............................] - ETA: 5:26 - loss: 472.7172 - logits_profile_predictions_loss: 469.6282 - logcount_predictions_loss: 0.3432 73/2430 [..............................] - ETA: 5:26 - loss: 472.6466 - logits_profile_predictions_loss: 469.5587 - logcount_predictions_loss: 0.3431 74/2430 [..............................] - ETA: 5:26 - loss: 472.5795 - logits_profile_predictions_loss: 469.4927 - logcount_predictions_loss: 0.3430 75/2430 [..............................] - ETA: 5:26 - loss: 472.5208 - logits_profile_predictions_loss: 469.4349 - logcount_predictions_loss: 0.3429 76/2430 [..............................] - ETA: 5:26 - loss: 472.4732 - logits_profile_predictions_loss: 469.3881 - logcount_predictions_loss: 0.3428 77/2430 [..............................] - ETA: 5:25 - loss: 472.4240 - logits_profile_predictions_loss: 469.3398 - logcount_predictions_loss: 0.3427 78/2430 [..............................] - ETA: 5:25 - loss: 472.3720 - logits_profile_predictions_loss: 469.2885 - logcount_predictions_loss: 0.3426 79/2430 [..............................] - ETA: 5:25 - loss: 472.3053 - logits_profile_predictions_loss: 469.2226 - logcount_predictions_loss: 0.3425 80/2430 [..............................] - ETA: 5:25 - loss: 472.2588 - logits_profile_predictions_loss: 469.1769 - logcount_predictions_loss: 0.3424 81/2430 [>.............................] - ETA: 5:25 - loss: 472.1943 - logits_profile_predictions_loss: 469.1132 - logcount_predictions_loss: 0.3423 82/2430 [>.............................] - ETA: 5:25 - loss: 472.1304 - logits_profile_predictions_loss: 469.0501 - logcount_predictions_loss: 0.3423 83/2430 [>.............................] - ETA: 5:25 - loss: 472.0591 - logits_profile_predictions_loss: 468.9794 - logcount_predictions_loss: 0.3422 84/2430 [>.............................] - ETA: 5:24 - loss: 471.9952 - logits_profile_predictions_loss: 468.9161 - logcount_predictions_loss: 0.3421 85/2430 [>.............................] - ETA: 5:24 - loss: 471.9496 - logits_profile_predictions_loss: 468.8712 - logcount_predictions_loss: 0.3420 86/2430 [>.............................] - ETA: 5:24 - loss: 471.9120 - logits_profile_predictions_loss: 468.8343 - logcount_predictions_loss: 0.3420 87/2430 [>.............................] - ETA: 5:24 - loss: 471.8715 - logits_profile_predictions_loss: 468.7944 - logcount_predictions_loss: 0.3419 88/2430 [>.............................] - ETA: 5:24 - loss: 471.8347 - logits_profile_predictions_loss: 468.7582 - logcount_predictions_loss: 0.3418 89/2430 [>.............................] - ETA: 5:24 - loss: 471.7978 - logits_profile_predictions_loss: 468.7220 - logcount_predictions_loss: 0.3418 90/2430 [>.............................] - ETA: 5:24 - loss: 471.7541 - logits_profile_predictions_loss: 468.6791 - logcount_predictions_loss: 0.3417 91/2430 [>.............................] - ETA: 5:24 - loss: 471.7202 - logits_profile_predictions_loss: 468.6458 - logcount_predictions_loss: 0.3416 92/2430 [>.............................] - ETA: 5:24 - loss: 471.6874 - logits_profile_predictions_loss: 468.6136 - logcount_predictions_loss: 0.3415 93/2430 [>.............................] - ETA: 5:23 - loss: 471.6534 - logits_profile_predictions_loss: 468.5802 - logcount_predictions_loss: 0.3415 94/2430 [>.............................] - ETA: 5:23 - loss: 471.6244 - logits_profile_predictions_loss: 468.5519 - logcount_predictions_loss: 0.3414 95/2430 [>.............................] - ETA: 5:23 - loss: 471.5917 - logits_profile_predictions_loss: 468.5197 - logcount_predictions_loss: 0.3413 96/2430 [>.............................] - ETA: 5:23 - loss: 471.5518 - logits_profile_predictions_loss: 468.4805 - logcount_predictions_loss: 0.3413 97/2430 [>.............................] - ETA: 5:23 - loss: 471.5209 - logits_profile_predictions_loss: 468.4503 - logcount_predictions_loss: 0.3412 98/2430 [>.............................] - ETA: 5:23 - loss: 471.4812 - logits_profile_predictions_loss: 468.4110 - logcount_predictions_loss: 0.3411 99/2430 [>.............................] - ETA: 5:23 - loss: 471.4460 - logits_profile_predictions_loss: 468.3762 - logcount_predictions_loss: 0.3411 100/2430 [>.............................] - ETA: 5:23 - loss: 471.4097 - logits_profile_predictions_loss: 468.3404 - logcount_predictions_loss: 0.3410 101/2430 [>.............................] - ETA: 5:22 - loss: 471.3693 - logits_profile_predictions_loss: 468.3006 - logcount_predictions_loss: 0.3410 102/2430 [>.............................] - ETA: 5:22 - loss: 471.3233 - logits_profile_predictions_loss: 468.2551 - logcount_predictions_loss: 0.3409 103/2430 [>.............................] - ETA: 5:22 - loss: 471.2803 - logits_profile_predictions_loss: 468.2127 - logcount_predictions_loss: 0.3408 104/2430 [>.............................] - ETA: 5:22 - loss: 471.2281 - logits_profile_predictions_loss: 468.1610 - logcount_predictions_loss: 0.3408 105/2430 [>.............................] - ETA: 5:22 - loss: 471.1840 - logits_profile_predictions_loss: 468.1175 - logcount_predictions_loss: 0.3407 106/2430 [>.............................] - ETA: 5:22 - loss: 471.1391 - logits_profile_predictions_loss: 468.0733 - logcount_predictions_loss: 0.3406 107/2430 [>.............................] - ETA: 5:22 - loss: 471.0952 - logits_profile_predictions_loss: 468.0299 - logcount_predictions_loss: 0.3406 108/2430 [>.............................] - ETA: 5:21 - loss: 471.0489 - logits_profile_predictions_loss: 467.9842 - logcount_predictions_loss: 0.3405 109/2430 [>.............................] - ETA: 5:21 - loss: 471.0040 - logits_profile_predictions_loss: 467.9397 - logcount_predictions_loss: 0.3405 110/2430 [>.............................] - ETA: 5:21 - loss: 470.9587 - logits_profile_predictions_loss: 467.8949 - logcount_predictions_loss: 0.3404 111/2430 [>.............................] - ETA: 5:21 - loss: 470.9154 - logits_profile_predictions_loss: 467.8522 - logcount_predictions_loss: 0.3404 112/2430 [>.............................] - ETA: 5:21 - loss: 470.8754 - logits_profile_predictions_loss: 467.8126 - logcount_predictions_loss: 0.3403 113/2430 [>.............................] - ETA: 5:21 - loss: 470.8315 - logits_profile_predictions_loss: 467.7691 - logcount_predictions_loss: 0.3403 114/2430 [>.............................] - ETA: 5:21 - loss: 470.7876 - logits_profile_predictions_loss: 467.7257 - logcount_predictions_loss: 0.3402 115/2430 [>.............................] - ETA: 5:20 - loss: 470.7481 - logits_profile_predictions_loss: 467.6867 - logcount_predictions_loss: 0.3402 116/2430 [>.............................] - ETA: 5:20 - loss: 470.7145 - logits_profile_predictions_loss: 467.6536 - logcount_predictions_loss: 0.3401 117/2430 [>.............................] - ETA: 5:20 - loss: 470.6792 - logits_profile_predictions_loss: 467.6186 - logcount_predictions_loss: 0.3401 118/2430 [>.............................] - ETA: 5:20 - loss: 470.6461 - logits_profile_predictions_loss: 467.5860 - logcount_predictions_loss: 0.3400 119/2430 [>.............................] - ETA: 5:20 - loss: 470.6089 - logits_profile_predictions_loss: 467.5492 - logcount_predictions_loss: 0.3400 120/2430 [>.............................] - ETA: 5:20 - loss: 470.5738 - logits_profile_predictions_loss: 467.5146 - logcount_predictions_loss: 0.3399 121/2430 [>.............................] - ETA: 5:20 - loss: 470.5279 - logits_profile_predictions_loss: 467.4691 - logcount_predictions_loss: 0.3399 122/2430 [>.............................] - ETA: 5:19 - loss: 470.4819 - logits_profile_predictions_loss: 467.4236 - logcount_predictions_loss: 0.3398 123/2430 [>.............................] - ETA: 5:19 - loss: 470.4418 - logits_profile_predictions_loss: 467.3840 - logcount_predictions_loss: 0.3398 124/2430 [>.............................] - ETA: 5:19 - loss: 470.4056 - logits_profile_predictions_loss: 467.3482 - logcount_predictions_loss: 0.3397 125/2430 [>.............................] - ETA: 5:19 - loss: 470.3687 - logits_profile_predictions_loss: 467.3117 - logcount_predictions_loss: 0.3397 126/2430 [>.............................] - ETA: 5:19 - loss: 470.3313 - logits_profile_predictions_loss: 467.2748 - logcount_predictions_loss: 0.3396 127/2430 [>.............................] - ETA: 5:19 - loss: 470.2953 - logits_profile_predictions_loss: 467.2393 - logcount_predictions_loss: 0.3396 128/2430 [>.............................] - ETA: 5:19 - loss: 470.2636 - logits_profile_predictions_loss: 467.2080 - logcount_predictions_loss: 0.3395 129/2430 [>.............................] - ETA: 5:18 - loss: 470.2316 - logits_profile_predictions_loss: 467.1763 - logcount_predictions_loss: 0.3395 130/2430 [>.............................] - ETA: 5:18 - loss: 470.1981 - logits_profile_predictions_loss: 467.1432 - logcount_predictions_loss: 0.3394 131/2430 [>.............................] - ETA: 5:18 - loss: 470.1609 - logits_profile_predictions_loss: 467.1064 - logcount_predictions_loss: 0.3394 132/2430 [>.............................] - ETA: 5:18 - loss: 470.1238 - logits_profile_predictions_loss: 467.0697 - logcount_predictions_loss: 0.3393 133/2430 [>.............................] - ETA: 5:18 - loss: 470.0892 - logits_profile_predictions_loss: 467.0355 - logcount_predictions_loss: 0.3393 134/2430 [>.............................] - ETA: 5:18 - loss: 470.0526 - logits_profile_predictions_loss: 466.9994 - logcount_predictions_loss: 0.3393 135/2430 [>.............................] - ETA: 5:18 - loss: 470.0184 - logits_profile_predictions_loss: 466.9655 - logcount_predictions_loss: 0.3392 136/2430 [>.............................] - ETA: 5:17 - loss: 469.9846 - logits_profile_predictions_loss: 466.9322 - logcount_predictions_loss: 0.3392 137/2430 [>.............................] - ETA: 5:17 - loss: 469.9476 - logits_profile_predictions_loss: 466.8956 - logcount_predictions_loss: 0.3391 138/2430 [>.............................] - ETA: 5:17 - loss: 469.9064 - logits_profile_predictions_loss: 466.8549 - logcount_predictions_loss: 0.3391 139/2430 [>.............................] - ETA: 5:17 - loss: 469.8660 - logits_profile_predictions_loss: 466.8149 - logcount_predictions_loss: 0.3390 140/2430 [>.............................] - ETA: 5:17 - loss: 469.8274 - logits_profile_predictions_loss: 466.7769 - logcount_predictions_loss: 0.3390 141/2430 [>.............................] - ETA: 5:17 - loss: 469.7874 - logits_profile_predictions_loss: 466.7373 - logcount_predictions_loss: 0.3389 142/2430 [>.............................] - ETA: 5:17 - loss: 469.7509 - logits_profile_predictions_loss: 466.7012 - logcount_predictions_loss: 0.3389 143/2430 [>.............................] - ETA: 5:17 - loss: 469.7191 - logits_profile_predictions_loss: 466.6697 - logcount_predictions_loss: 0.3388 144/2430 [>.............................] - ETA: 5:16 - loss: 469.6875 - logits_profile_predictions_loss: 466.6385 - logcount_predictions_loss: 0.3388 145/2430 [>.............................] - ETA: 5:16 - loss: 469.6558 - logits_profile_predictions_loss: 466.6073 - logcount_predictions_loss: 0.3387 146/2430 [>.............................] - ETA: 5:16 - loss: 469.6243 - logits_profile_predictions_loss: 466.5762 - logcount_predictions_loss: 0.3387 147/2430 [>.............................] - ETA: 5:16 - loss: 469.5928 - logits_profile_predictions_loss: 466.5451 - logcount_predictions_loss: 0.3386 148/2430 [>.............................] - ETA: 5:16 - loss: 469.5618 - logits_profile_predictions_loss: 466.5145 - logcount_predictions_loss: 0.3386 149/2430 [>.............................] - ETA: 5:16 - loss: 469.5314 - 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2373/2430 [============================>.] - ETA: 7s - loss: 460.9619 - logits_profile_predictions_loss: 457.9945 - logcount_predictions_loss: 0.3297 2374/2430 [============================>.] - ETA: 7s - loss: 460.9613 - logits_profile_predictions_loss: 457.9940 - logcount_predictions_loss: 0.3297 2375/2430 [============================>.] - ETA: 7s - loss: 460.9607 - logits_profile_predictions_loss: 457.9934 - logcount_predictions_loss: 0.3297 2376/2430 [============================>.] - ETA: 7s - loss: 460.9601 - logits_profile_predictions_loss: 457.9928 - logcount_predictions_loss: 0.3297 2377/2430 [============================>.] - ETA: 7s - loss: 460.9595 - logits_profile_predictions_loss: 457.9922 - logcount_predictions_loss: 0.3297 2378/2430 [============================>.] - ETA: 7s - loss: 460.9589 - logits_profile_predictions_loss: 457.9917 - logcount_predictions_loss: 0.3297 2379/2430 [============================>.] - ETA: 7s - loss: 460.9583 - logits_profile_predictions_loss: 457.9911 - logcount_predictions_loss: 0.3297 2380/2430 [============================>.] - ETA: 6s - loss: 460.9578 - logits_profile_predictions_loss: 457.9905 - logcount_predictions_loss: 0.3297 2381/2430 [============================>.] - ETA: 6s - loss: 460.9572 - logits_profile_predictions_loss: 457.9900 - logcount_predictions_loss: 0.3297 2382/2430 [============================>.] - ETA: 6s - loss: 460.9566 - logits_profile_predictions_loss: 457.9894 - logcount_predictions_loss: 0.3297 2383/2430 [============================>.] - ETA: 6s - loss: 460.9561 - logits_profile_predictions_loss: 457.9888 - logcount_predictions_loss: 0.3297 2384/2430 [============================>.] - ETA: 6s - loss: 460.9555 - logits_profile_predictions_loss: 457.9883 - logcount_predictions_loss: 0.3297 2385/2430 [============================>.] - ETA: 6s - loss: 460.9550 - logits_profile_predictions_loss: 457.9878 - logcount_predictions_loss: 0.3297 2386/2430 [============================>.] - ETA: 6s - loss: 460.9544 - logits_profile_predictions_loss: 457.9872 - logcount_predictions_loss: 0.3297 2387/2430 [============================>.] - ETA: 5s - loss: 460.9539 - logits_profile_predictions_loss: 457.9867 - logcount_predictions_loss: 0.3297 2388/2430 [============================>.] - ETA: 5s - loss: 460.9533 - logits_profile_predictions_loss: 457.9862 - logcount_predictions_loss: 0.3297 2389/2430 [============================>.] - ETA: 5s - loss: 460.9528 - logits_profile_predictions_loss: 457.9856 - logcount_predictions_loss: 0.3297 2390/2430 [============================>.] - ETA: 5s - loss: 460.9522 - logits_profile_predictions_loss: 457.9851 - logcount_predictions_loss: 0.3297 2391/2430 [============================>.] - ETA: 5s - loss: 460.9517 - logits_profile_predictions_loss: 457.9845 - logcount_predictions_loss: 0.3297 2392/2430 [============================>.] - ETA: 5s - loss: 460.9511 - logits_profile_predictions_loss: 457.9840 - logcount_predictions_loss: 0.3297 2393/2430 [============================>.] - ETA: 5s - loss: 460.9506 - logits_profile_predictions_loss: 457.9834 - logcount_predictions_loss: 0.3297 2394/2430 [============================>.] - ETA: 4s - loss: 460.9500 - logits_profile_predictions_loss: 457.9829 - logcount_predictions_loss: 0.3297 2395/2430 [============================>.] - ETA: 4s - loss: 460.9494 - logits_profile_predictions_loss: 457.9823 - logcount_predictions_loss: 0.3297 2396/2430 [============================>.] - ETA: 4s - loss: 460.9489 - logits_profile_predictions_loss: 457.9817 - logcount_predictions_loss: 0.3297 2397/2430 [============================>.] - ETA: 4s - loss: 460.9483 - logits_profile_predictions_loss: 457.9812 - logcount_predictions_loss: 0.3297 2398/2430 [============================>.] - ETA: 4s - loss: 460.9477 - logits_profile_predictions_loss: 457.9806 - logcount_predictions_loss: 0.3297 2399/2430 [============================>.] - ETA: 4s - loss: 460.9471 - logits_profile_predictions_loss: 457.9800 - logcount_predictions_loss: 0.3297 2400/2430 [============================>.] - ETA: 4s - loss: 460.9465 - logits_profile_predictions_loss: 457.9794 - logcount_predictions_loss: 0.3297 2401/2430 [============================>.] - ETA: 4s - loss: 460.9459 - logits_profile_predictions_loss: 457.9789 - logcount_predictions_loss: 0.3297 2402/2430 [============================>.] - ETA: 3s - loss: 460.9454 - logits_profile_predictions_loss: 457.9783 - logcount_predictions_loss: 0.3297 2403/2430 [============================>.] - ETA: 3s - loss: 460.9448 - logits_profile_predictions_loss: 457.9777 - logcount_predictions_loss: 0.3297 2404/2430 [============================>.] - ETA: 3s - loss: 460.9442 - logits_profile_predictions_loss: 457.9772 - logcount_predictions_loss: 0.3297 2405/2430 [============================>.] - ETA: 3s - loss: 460.9436 - logits_profile_predictions_loss: 457.9766 - logcount_predictions_loss: 0.3297 2406/2430 [============================>.] - ETA: 3s - loss: 460.9431 - logits_profile_predictions_loss: 457.9760 - logcount_predictions_loss: 0.3297 2407/2430 [============================>.] - ETA: 3s - loss: 460.9425 - logits_profile_predictions_loss: 457.9755 - logcount_predictions_loss: 0.3297 2408/2430 [============================>.] - ETA: 3s - loss: 460.9419 - logits_profile_predictions_loss: 457.9749 - logcount_predictions_loss: 0.3297 2409/2430 [============================>.] - ETA: 2s - loss: 460.9414 - logits_profile_predictions_loss: 457.9744 - logcount_predictions_loss: 0.3297 2410/2430 [============================>.] - ETA: 2s - loss: 460.9408 - logits_profile_predictions_loss: 457.9739 - logcount_predictions_loss: 0.3297 2411/2430 [============================>.] - ETA: 2s - loss: 460.9403 - logits_profile_predictions_loss: 457.9733 - logcount_predictions_loss: 0.3297 2412/2430 [============================>.] - ETA: 2s - loss: 460.9397 - logits_profile_predictions_loss: 457.9728 - logcount_predictions_loss: 0.3297 2413/2430 [============================>.] - ETA: 2s - loss: 460.9392 - logits_profile_predictions_loss: 457.9722 - logcount_predictions_loss: 0.3297 2414/2430 [============================>.] - ETA: 2s - loss: 460.9386 - logits_profile_predictions_loss: 457.9717 - logcount_predictions_loss: 0.3297 2415/2430 [============================>.] - ETA: 2s - loss: 460.9380 - logits_profile_predictions_loss: 457.9711 - logcount_predictions_loss: 0.3297 2416/2430 [============================>.] - ETA: 1s - loss: 460.9374 - logits_profile_predictions_loss: 457.9705 - logcount_predictions_loss: 0.3297 2417/2430 [============================>.] - ETA: 1s - loss: 460.9369 - logits_profile_predictions_loss: 457.9699 - logcount_predictions_loss: 0.3297 2418/2430 [============================>.] - ETA: 1s - loss: 460.9363 - logits_profile_predictions_loss: 457.9694 - logcount_predictions_loss: 0.3297 2419/2430 [============================>.] - ETA: 1s - loss: 460.9357 - logits_profile_predictions_loss: 457.9688 - logcount_predictions_loss: 0.3297 2420/2430 [============================>.] - ETA: 1s - loss: 460.9351 - logits_profile_predictions_loss: 457.9682 - logcount_predictions_loss: 0.3297 2421/2430 [============================>.] - ETA: 1s - loss: 460.9346 - logits_profile_predictions_loss: 457.9677 - logcount_predictions_loss: 0.3297 2422/2430 [============================>.] - ETA: 1s - loss: 460.9340 - logits_profile_predictions_loss: 457.9671 - logcount_predictions_loss: 0.3297 2423/2430 [============================>.] - ETA: 0s - loss: 460.9335 - logits_profile_predictions_loss: 457.9666 - logcount_predictions_loss: 0.3297 2424/2430 [============================>.] - ETA: 0s - loss: 460.9329 - logits_profile_predictions_loss: 457.9660 - logcount_predictions_loss: 0.3297 2425/2430 [============================>.] - ETA: 0s - loss: 460.9324 - logits_profile_predictions_loss: 457.9655 - logcount_predictions_loss: 0.3297 2426/2430 [============================>.] - ETA: 0s - loss: 460.9319 - logits_profile_predictions_loss: 457.9650 - logcount_predictions_loss: 0.3297 2427/2430 [============================>.] - ETA: 0s - loss: 460.9313 - logits_profile_predictions_loss: 457.9645 - logcount_predictions_loss: 0.3297 2428/2430 [============================>.] - ETA: 0s - loss: 460.9308 - logits_profile_predictions_loss: 457.9640 - logcount_predictions_loss: 0.3297 2429/2430 [============================>.] - ETA: 0s - loss: 460.9303 - logits_profile_predictions_loss: 457.9635 - logcount_predictions_loss: 0.3297 2430/2430 [==============================] - ETA: 0s - loss: 460.9298 - logits_profile_predictions_loss: 457.9629 - logcount_predictions_loss: 0.3297 2430/2430 [==============================] - 352s 145ms/step - loss: 460.9292 - logits_profile_predictions_loss: 457.9624 - logcount_predictions_loss: 0.3297 - val_loss: 496.1434 - val_logits_profile_predictions_loss: 492.2270 - val_logcount_predictions_loss: 0.4352 Epoch 00015: val_loss did not improve from 491.85150 Restoring model weights from the end of the best epoch. Epoch 00015: early stopping save model save model without bias 2023-01-18_22-44-41: 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//ENCSR354SDH//preprocessing/bigWigs/ENCSR354SDH.bigWig \ --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR354SDH//chrombppnet_model_encsr283tme_bias_fold_3//filtered.peaks.bed \ --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR354SDH//chrombppnet_model_encsr283tme_bias_fold_3//filtered.nonpeaks.bed \ --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_3.json \ --inputlen=2114 \ --outputlen=1000 \ --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR354SDH//chrombppnet_model_encsr283tme_bias_fold_3//chrombpnet \ --batch_size=256 \ --model_h5=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR354SDH//chrombppnet_model_encsr283tme_bias_fold_3//chrombpnet.h5 got the model loading peaks... got split:test for bed regions:(42793, 10) loading nonpeaks... got split:test for bed regions:(39952, 10) 0/324 100/324 200/324 300/324 2023-01-18_23-04-31: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/predict.py \ --genome=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ --bigwig=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR354SDH//preprocessing/bigWigs/ENCSR354SDH.bigWig \ --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR354SDH//chrombppnet_model_encsr283tme_bias_fold_3//filtered.peaks.bed \ --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR354SDH//chrombppnet_model_encsr283tme_bias_fold_3//filtered.nonpeaks.bed \ --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_3.json \ --inputlen=2114 \ --outputlen=1000 \ --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR354SDH//chrombppnet_model_encsr283tme_bias_fold_3//chrombpnet_wo_bias \ --batch_size=256 \ --model_h5=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR354SDH//chrombppnet_model_encsr283tme_bias_fold_3//chrombpnet_wo_bias.h5 got the model loading peaks... got split:test for bed regions:(42793, 10) loading nonpeaks... got split:test for bed regions:(39952, 10) 0/324 100/324 200/324 300/324 2023-01-18_23-23-28: 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//ENCSR354SDH//preprocessing/bigWigs/ENCSR354SDH.bigWig \ --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR354SDH//chrombppnet_model_encsr283tme_bias_fold_3//filtered.peaks.bed \ --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR354SDH//chrombppnet_model_encsr283tme_bias_fold_3//filtered.nonpeaks.bed \ --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_3.json \ --inputlen=2114 \ --outputlen=1000 \ --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR354SDH//chrombppnet_model_encsr283tme_bias_fold_3//bias \ --batch_size=256 \ --model_h5=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR354SDH//chrombppnet_model_encsr283tme_bias_fold_3//bias_model_scaled.h5 got the model loading peaks... got split:test for bed regions:(42793, 10) loading nonpeaks... got split:test for bed regions:(39952, 10) 0/324 100/324 200/324 300/324 2023-01-18_23-42-00: mkdir /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR354SDH//chrombppnet_model_encsr283tme_bias_fold_3//footprints 2023-01-18_23-42-00: 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/ENCSR354SDH//chrombppnet_model_encsr283tme_bias_fold_3//filtered.nonpeaks.bed \ -chr chr1 \ -m /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR354SDH//chrombppnet_model_encsr283tme_bias_fold_3//chrombpnet_wo_bias.h5 \ -bs 512 \ -o /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR354SDH//chrombppnet_model_encsr283tme_bias_fold_3//footprints/corrected \ -pwm_f src/evaluation/marginal_footprints/motif_to_pwm.tsv \ -mo dnase_1,dnase_2 MOTIF_NAME MOTIF_PWM_FWD 0 tn5_1 GCACAGTACAGAGCTG 1 tn5_2 GTGCACAGTTCTAGAGTGTGCAG 2 tn5_3 CCTCTACACTGTGCAGAA 3 tn5_4 GCACAGTTCTAGACTGTGCAG 4 tn5_5 CTGCACAGTGTAGAGTTGTGC 5 dnase_1 TTTACAAGTCCA 6 dnase_2 TGTACTTACGAA 7 NRF1 GCGCATGCGC 8 AP1 CGATATGACTCATCCC 9 CTCF TTGGCCACTAGGGGGCGCTAT 10 ETS CCGAAAGCGGAAGTGAGAC 11 SP1 AAGGGGGCGGGGCCTAA 12 RUNX CCCTAACCACAGCCC 13 NFKB GCAAGGGAAATTCCCCAGG 14 GATA+TAL GGCTGGGGGGGGCAGATAAGGCC 15 TAL GGCTGGG 16 NFYB CCAGCCAATCAGAGC 17 GABPA GAAACCGGAAGTGGCC 18 BACH1+MAFK AACTGCTGAGTCATCCCG 19 NRF1 CCCCGCGCATGCGCAGTGC 20 HNF4G CCGTTGGACTTTGGACCCTG got the model Model: "model_1" __________________________________________________________________________________________________ Layer (type) Output Shape Param # Connected to ================================================================================================== sequence (InputLayer) [(None, 2114, 4)] 0 __________________________________________________________________________________________________ wo_bias_bpnet_1st_conv (Conv1D) (None, 2094, 512) 43520 sequence[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_1conv (Conv1D) (None, 2090, 512) 786944 wo_bias_bpnet_1st_conv[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_1crop (Cropping1D (None, 2090, 512) 0 wo_bias_bpnet_1st_conv[0][0] __________________________________________________________________________________________________ add (Add) (None, 2090, 512) 0 wo_bias_bpnet_1conv[0][0] wo_bias_bpnet_1crop[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_2conv (Conv1D) (None, 2082, 512) 786944 add[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_2crop (Cropping1D (None, 2082, 512) 0 add[0][0] __________________________________________________________________________________________________ add_1 (Add) (None, 2082, 512) 0 wo_bias_bpnet_2conv[0][0] wo_bias_bpnet_2crop[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_3conv (Conv1D) (None, 2066, 512) 786944 add_1[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_3crop (Cropping1D (None, 2066, 512) 0 add_1[0][0] __________________________________________________________________________________________________ add_2 (Add) (None, 2066, 512) 0 wo_bias_bpnet_3conv[0][0] wo_bias_bpnet_3crop[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_4conv (Conv1D) (None, 2034, 512) 786944 add_2[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_4crop (Cropping1D (None, 2034, 512) 0 add_2[0][0] __________________________________________________________________________________________________ add_3 (Add) (None, 2034, 512) 0 wo_bias_bpnet_4conv[0][0] wo_bias_bpnet_4crop[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_5conv (Conv1D) (None, 1970, 512) 786944 add_3[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_5crop (Cropping1D (None, 1970, 512) 0 add_3[0][0] __________________________________________________________________________________________________ add_4 (Add) (None, 1970, 512) 0 wo_bias_bpnet_5conv[0][0] wo_bias_bpnet_5crop[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_6conv (Conv1D) (None, 1842, 512) 786944 add_4[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_6crop (Cropping1D (None, 1842, 512) 0 add_4[0][0] __________________________________________________________________________________________________ add_5 (Add) (None, 1842, 512) 0 wo_bias_bpnet_6conv[0][0] wo_bias_bpnet_6crop[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_7conv (Conv1D) (None, 1586, 512) 786944 add_5[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_7crop (Cropping1D (None, 1586, 512) 0 add_5[0][0] __________________________________________________________________________________________________ add_6 (Add) (None, 1586, 512) 0 wo_bias_bpnet_7conv[0][0] wo_bias_bpnet_7crop[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_8conv (Conv1D) (None, 1074, 512) 786944 add_6[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_8crop (Cropping1D (None, 1074, 512) 0 add_6[0][0] __________________________________________________________________________________________________ add_7 (Add) (None, 1074, 512) 0 wo_bias_bpnet_8conv[0][0] wo_bias_bpnet_8crop[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_prof_out_precrop (None, 1000, 1) 38401 add_7[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_logitt_before_fla (None, 1000, 1) 0 wo_bias_bpnet_prof_out_precrop[0] __________________________________________________________________________________________________ gap (GlobalAveragePooling1D) (None, 512) 0 add_7[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_logits_profile_pr (None, 1000) 0 wo_bias_bpnet_logitt_before_flatt __________________________________________________________________________________________________ wo_bias_bpnet_logcount_predicti (None, 1) 513 gap[0][0] ================================================================================================== Total params: 6,377,986 Trainable params: 6,377,986 Non-trainable params: 0 __________________________________________________________________________________________________ inferred model inputlen: 2114 inferred model outputlen: 1000 inserting motif: dnase_1 TTTACAAGTCCA 1/38 [..............................] - ETA: 6:43 3/38 [=>............................] - ETA: 11s  4/38 [==>...........................] - ETA: 14s 5/38 [==>...........................] - ETA: 15s 6/38 [===>..........................] - ETA: 16s 7/38 [====>.........................] - ETA: 16s 8/38 [=====>........................] - ETA: 16s 9/38 [======>.......................] - ETA: 15s 10/38 [======>.......................] - ETA: 15s 11/38 [=======>......................] - ETA: 15s 12/38 [========>.....................] - ETA: 14s 13/38 [=========>....................] - ETA: 14s 14/38 [==========>...................] - ETA: 13s 15/38 [==========>...................] - ETA: 13s 16/38 [===========>..................] - ETA: 12s 17/38 [============>.................] - ETA: 12s 18/38 [=============>................] - ETA: 11s 19/38 [==============>...............] - ETA: 11s 20/38 [==============>...............] - ETA: 10s 21/38 [===============>..............] - ETA: 10s 22/38 [================>.............] - ETA: 9s  23/38 [=================>............] - ETA: 8s 24/38 [=================>............] - ETA: 8s 25/38 [==================>...........] - ETA: 7s 26/38 [===================>..........] - ETA: 7s 27/38 [====================>.........] - ETA: 6s 28/38 [=====================>........] - ETA: 6s 29/38 [=====================>........] - ETA: 5s 30/38 [======================>.......] - ETA: 4s 31/38 [=======================>......] - ETA: 4s 32/38 [========================>.....] - ETA: 3s 33/38 [=========================>....] - ETA: 3s 34/38 [=========================>....] - ETA: 2s 35/38 [==========================>...] - ETA: 1s 36/38 [===========================>..] - ETA: 1s 37/38 [============================>.] - ETA: 0s 38/38 [==============================] - ETA: 0s 38/38 [==============================] - 35s 646ms/step 1/38 [..............................] - ETA: 0s 2/38 [>.............................] - ETA: 22s 3/38 [=>............................] - ETA: 21s 4/38 [==>...........................] - ETA: 21s 5/38 [==>...........................] - ETA: 20s 6/38 [===>..........................] - ETA: 19s 7/38 [====>.........................] - ETA: 19s 8/38 [=====>........................] - ETA: 18s 9/38 [======>.......................] - ETA: 18s 10/38 [======>.......................] - ETA: 17s 11/38 [=======>......................] - ETA: 16s 12/38 [========>.....................] - ETA: 16s 13/38 [=========>....................] - ETA: 15s 14/38 [==========>...................] - ETA: 14s 15/38 [==========>...................] - ETA: 14s 16/38 [===========>..................] - ETA: 13s 17/38 [============>.................] - ETA: 13s 18/38 [=============>................] - ETA: 12s 19/38 [==============>...............] - ETA: 11s 20/38 [==============>...............] - ETA: 11s 21/38 [===============>..............] - ETA: 10s 22/38 [================>.............] - ETA: 9s  23/38 [=================>............] - ETA: 9s 24/38 [=================>............] - ETA: 8s 25/38 [==================>...........] - ETA: 8s 26/38 [===================>..........] - ETA: 7s 27/38 [====================>.........] - ETA: 6s 28/38 [=====================>........] - ETA: 6s 29/38 [=====================>........] - ETA: 5s 30/38 [======================>.......] - ETA: 4s 31/38 [=======================>......] - ETA: 4s 32/38 [========================>.....] - ETA: 3s 33/38 [=========================>....] - ETA: 3s 34/38 [=========================>....] - ETA: 2s 35/38 [==========================>...] - ETA: 1s 36/38 [===========================>..] - ETA: 1s 37/38 [============================>.] - ETA: 0s 38/38 [==============================] - ETA: 0s 38/38 [==============================] - 23s 625ms/step inserting motif: dnase_2 TGTACTTACGAA 1/38 [..............................] - ETA: 0s 2/38 [>.............................] - ETA: 22s 3/38 [=>............................] - ETA: 21s 4/38 [==>...........................] - ETA: 21s 5/38 [==>...........................] - ETA: 20s 6/38 [===>..........................] - ETA: 19s 7/38 [====>.........................] - ETA: 19s 8/38 [=====>........................] - ETA: 18s 9/38 [======>.......................] - ETA: 18s 10/38 [======>.......................] - ETA: 17s 11/38 [=======>......................] - ETA: 16s 12/38 [========>.....................] - ETA: 16s 13/38 [=========>....................] - ETA: 15s 14/38 [==========>...................] - ETA: 14s 15/38 [==========>...................] - ETA: 14s 16/38 [===========>..................] - ETA: 13s 17/38 [============>.................] - ETA: 13s 18/38 [=============>................] - ETA: 12s 19/38 [==============>...............] - ETA: 11s 20/38 [==============>...............] - ETA: 11s 21/38 [===============>..............] - ETA: 10s 22/38 [================>.............] - ETA: 9s  23/38 [=================>............] - ETA: 9s 24/38 [=================>............] - ETA: 8s 25/38 [==================>...........] - ETA: 8s 26/38 [===================>..........] - ETA: 7s 27/38 [====================>.........] - ETA: 6s 28/38 [=====================>........] - ETA: 6s 29/38 [=====================>........] - ETA: 5s 30/38 [======================>.......] - ETA: 4s 31/38 [=======================>......] - ETA: 4s 32/38 [========================>.....] - ETA: 3s 33/38 [=========================>....] - ETA: 3s 34/38 [=========================>....] - ETA: 2s 35/38 [==========================>...] - ETA: 1s 36/38 [===========================>..] - ETA: 1s 37/38 [============================>.] - ETA: 0s 38/38 [==============================] - ETA: 0s 38/38 [==============================] - 23s 625ms/step 1/38 [..............................] - ETA: 0s 2/38 [>.............................] - ETA: 22s 3/38 [=>............................] - ETA: 21s 4/38 [==>...........................] - ETA: 21s 5/38 [==>...........................] - ETA: 20s 6/38 [===>..........................] - ETA: 19s 7/38 [====>.........................] - ETA: 19s 8/38 [=====>........................] - ETA: 18s 9/38 [======>.......................] - ETA: 18s 10/38 [======>.......................] - ETA: 17s 11/38 [=======>......................] - ETA: 16s 12/38 [========>.....................] - ETA: 16s 13/38 [=========>....................] - ETA: 15s 14/38 [==========>...................] - ETA: 14s 15/38 [==========>...................] - ETA: 14s 16/38 [===========>..................] - ETA: 13s 17/38 [============>.................] - ETA: 13s 18/38 [=============>................] - ETA: 12s 19/38 [==============>...............] - ETA: 11s 20/38 [==============>...............] - ETA: 11s 21/38 [===============>..............] - ETA: 10s 22/38 [================>.............] - ETA: 9s  23/38 [=================>............] - ETA: 9s 24/38 [=================>............] - ETA: 8s 25/38 [==================>...........] - ETA: 8s 26/38 [===================>..........] - ETA: 7s 27/38 [====================>.........] - ETA: 6s 28/38 [=====================>........] - ETA: 6s 29/38 [=====================>........] - ETA: 5s 30/38 [======================>.......] - ETA: 4s 31/38 [=======================>......] - ETA: 4s 32/38 [========================>.....] - ETA: 3s 33/38 [=========================>....] - ETA: 3s 34/38 [=========================>....] - ETA: 2s 35/38 [==========================>...] - ETA: 1s 36/38 [===========================>..] - ETA: 1s 37/38 [============================>.] - ETA: 0s 38/38 [==============================] - ETA: 0s 38/38 [==============================] - 23s 625ms/step Saving marginal footprints 2023-01-18_23-44-51: mkdir /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR354SDH//chrombppnet_model_encsr283tme_bias_fold_3//footprints 2023-01-18_23-44-51: 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/ENCSR354SDH//chrombppnet_model_encsr283tme_bias_fold_3//filtered.nonpeaks.bed \ -chr chr1 \ -m /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR354SDH//chrombppnet_model_encsr283tme_bias_fold_3//bias_model_scaled.h5 \ -bs 512 \ -o /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR354SDH//chrombppnet_model_encsr283tme_bias_fold_3//footprints/bias \ -pwm_f src/evaluation/marginal_footprints/motif_to_pwm.tsv \ -mo dnase_1,dnase_2 MOTIF_NAME MOTIF_PWM_FWD 0 tn5_1 GCACAGTACAGAGCTG 1 tn5_2 GTGCACAGTTCTAGAGTGTGCAG 2 tn5_3 CCTCTACACTGTGCAGAA 3 tn5_4 GCACAGTTCTAGACTGTGCAG 4 tn5_5 CTGCACAGTGTAGAGTTGTGC 5 dnase_1 TTTACAAGTCCA 6 dnase_2 TGTACTTACGAA 7 NRF1 GCGCATGCGC 8 AP1 CGATATGACTCATCCC 9 CTCF TTGGCCACTAGGGGGCGCTAT 10 ETS CCGAAAGCGGAAGTGAGAC 11 SP1 AAGGGGGCGGGGCCTAA 12 RUNX CCCTAACCACAGCCC 13 NFKB GCAAGGGAAATTCCCCAGG 14 GATA+TAL GGCTGGGGGGGGCAGATAAGGCC 15 TAL GGCTGGG 16 NFYB CCAGCCAATCAGAGC 17 GABPA GAAACCGGAAGTGGCC 18 BACH1+MAFK AACTGCTGAGTCATCCCG 19 NRF1 CCCCGCGCATGCGCAGTGC 20 HNF4G CCGTTGGACTTTGGACCCTG got the model Model: "model" __________________________________________________________________________________________________ Layer (type) Output Shape Param # Connected to ================================================================================================== sequence (InputLayer) [(None, 2114, 4)] 0 __________________________________________________________________________________________________ bpnet_1st_conv (Conv1D) (None, 2094, 128) 10880 sequence[0][0] __________________________________________________________________________________________________ bpnet_1conv (Conv1D) (None, 2090, 128) 49280 bpnet_1st_conv[0][0] __________________________________________________________________________________________________ bpnet_1crop (Cropping1D) (None, 2090, 128) 0 bpnet_1st_conv[0][0] __________________________________________________________________________________________________ add (Add) (None, 2090, 128) 0 bpnet_1conv[0][0] bpnet_1crop[0][0] __________________________________________________________________________________________________ bpnet_2conv (Conv1D) (None, 2082, 128) 49280 add[0][0] __________________________________________________________________________________________________ bpnet_2crop (Cropping1D) (None, 2082, 128) 0 add[0][0] __________________________________________________________________________________________________ add_1 (Add) (None, 2082, 128) 0 bpnet_2conv[0][0] bpnet_2crop[0][0] __________________________________________________________________________________________________ bpnet_3conv (Conv1D) (None, 2066, 128) 49280 add_1[0][0] __________________________________________________________________________________________________ bpnet_3crop (Cropping1D) (None, 2066, 128) 0 add_1[0][0] __________________________________________________________________________________________________ add_2 (Add) (None, 2066, 128) 0 bpnet_3conv[0][0] bpnet_3crop[0][0] __________________________________________________________________________________________________ bpnet_4conv (Conv1D) (None, 2034, 128) 49280 add_2[0][0] __________________________________________________________________________________________________ bpnet_4crop (Cropping1D) (None, 2034, 128) 0 add_2[0][0] __________________________________________________________________________________________________ add_3 (Add) (None, 2034, 128) 0 bpnet_4conv[0][0] bpnet_4crop[0][0] __________________________________________________________________________________________________ prof_out_precrop (Conv1D) (None, 1960, 1) 9601 add_3[0][0] __________________________________________________________________________________________________ logits_profile_predictions_pref (None, 1000, 1) 0 prof_out_precrop[0][0] __________________________________________________________________________________________________ gap (GlobalAveragePooling1D) (None, 128) 0 add_3[0][0] __________________________________________________________________________________________________ logits_profile_predictions (Fla (None, 1000) 0 logits_profile_predictions_prefla __________________________________________________________________________________________________ logcount_predictions (Dense) (None, 1) 129 gap[0][0] ================================================================================================== Total params: 217,730 Trainable params: 217,730 Non-trainable params: 0 __________________________________________________________________________________________________ inferred model inputlen: 2114 inferred model outputlen: 1000 inserting motif: dnase_1 TTTACAAGTCCA 1/38 [..............................] - ETA: 4:24 3/38 [=>............................] - ETA: 0s  5/38 [==>...........................] - ETA: 1s 7/38 [====>.........................] - ETA: 1s 9/38 [======>.......................] - ETA: 1s 10/38 [======>.......................] - ETA: 1s 11/38 [=======>......................] - ETA: 1s 13/38 [=========>....................] - ETA: 1s 14/38 [==========>...................] - ETA: 1s 15/38 [==========>...................] - ETA: 1s 16/38 [===========>..................] - ETA: 1s 17/38 [============>.................] - ETA: 0s 18/38 [=============>................] - ETA: 0s 20/38 [==============>...............] - ETA: 0s 21/38 [===============>..............] - ETA: 0s 23/38 [=================>............] - ETA: 0s 25/38 [==================>...........] - ETA: 0s 27/38 [====================>.........] - ETA: 0s 29/38 [=====================>........] - ETA: 0s 30/38 [======================>.......] - ETA: 0s 31/38 [=======================>......] - ETA: 0s 33/38 [=========================>....] - ETA: 0s 35/38 [==========================>...] - ETA: 0s 37/38 [============================>.] - ETA: 0s 38/38 [==============================] - ETA: 0s 38/38 [==============================] - 9s 52ms/step 1/38 [..............................] - ETA: 0s 3/38 [=>............................] - ETA: 1s 5/38 [==>...........................] - ETA: 1s 6/38 [===>..........................] - ETA: 1s 8/38 [=====>........................] - ETA: 1s 10/38 [======>.......................] - ETA: 1s 12/38 [========>.....................] - ETA: 1s 14/38 [==========>...................] - ETA: 1s 16/38 [===========>..................] - ETA: 1s 18/38 [=============>................] - ETA: 0s 20/38 [==============>...............] - ETA: 0s 22/38 [================>.............] - ETA: 0s 24/38 [=================>............] - ETA: 0s 26/38 [===================>..........] - ETA: 0s 28/38 [=====================>........] - ETA: 0s 30/38 [======================>.......] - ETA: 0s 32/38 [========================>.....] - ETA: 0s 34/38 [=========================>....] - ETA: 0s 36/38 [===========================>..] - ETA: 0s 38/38 [==============================] - ETA: 0s 38/38 [==============================] - 2s 50ms/step inserting motif: dnase_2 TGTACTTACGAA 1/38 [..............................] - ETA: 0s 3/38 [=>............................] - ETA: 1s 5/38 [==>...........................] - ETA: 1s 7/38 [====>.........................] - ETA: 1s 9/38 [======>.......................] - ETA: 1s 11/38 [=======>......................] - ETA: 1s 13/38 [=========>....................] - ETA: 1s 15/38 [==========>...................] - ETA: 1s 17/38 [============>.................] - ETA: 1s 19/38 [==============>...............] - ETA: 0s 21/38 [===============>..............] - ETA: 0s 23/38 [=================>............] - ETA: 0s 25/38 [==================>...........] - ETA: 0s 27/38 [====================>.........] - ETA: 0s 29/38 [=====================>........] - ETA: 0s 31/38 [=======================>......] - ETA: 0s 33/38 [=========================>....] - ETA: 0s 34/38 [=========================>....] - ETA: 0s 36/38 [===========================>..] - ETA: 0s 38/38 [==============================] - ETA: 0s 38/38 [==============================] - 2s 50ms/step 1/38 [..............................] - ETA: 0s 3/38 [=>............................] - ETA: 1s 5/38 [==>...........................] - ETA: 1s 7/38 [====>.........................] - ETA: 1s 9/38 [======>.......................] - ETA: 1s 10/38 [======>.......................] - ETA: 1s 11/38 [=======>......................] - ETA: 1s 13/38 [=========>....................] - ETA: 1s 15/38 [==========>...................] - ETA: 1s 17/38 [============>.................] - ETA: 1s 19/38 [==============>...............] - ETA: 0s 21/38 [===============>..............] - ETA: 0s 23/38 [=================>............] - ETA: 0s 25/38 [==================>...........] - ETA: 0s 26/38 [===================>..........] - ETA: 0s 28/38 [=====================>........] - ETA: 0s 30/38 [======================>.......] - ETA: 0s 31/38 [=======================>......] - ETA: 0s 33/38 [=========================>....] - ETA: 0s 35/38 [==========================>...] - ETA: 0s 36/38 [===========================>..] - ETA: 0s 38/38 [==============================] - ETA: 0s 38/38 [==============================] - 2s 50ms/step Saving marginal footprints