DNase-seq DNASE_SE /scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_3.json Wed Oct 5 20:29:48 2022 +-----------------------------------------------------------------------------+ | NVIDIA-SMI 515.65.01 Driver Version: 515.65.01 CUDA Version: 11.7 | |-------------------------------+----------------------+----------------------+ | GPU Name Persistence-M| Bus-Id Disp.A | Volatile Uncorr. ECC | | Fan Temp Perf Pwr:Usage/Cap| Memory-Usage | GPU-Util Compute M. | | | | MIG M. | |===============================+======================+======================| | 0 NVIDIA GeForce ... On | 00000000:45:00.0 Off | N/A | | 30% 29C P8 20W / 315W | 1MiB / 24576MiB | 0% E. Process | | | | N/A | +-------------------------------+----------------------+----------------------+ +-----------------------------------------------------------------------------+ | Processes: | | GPU GI CI PID Type Process name GPU Memory | | ID ID Usage | |=============================================================================| | No running processes found | +-----------------------------------------------------------------------------+ No logfile supplied - creating one 2022-10-05_20-29-49: 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//ENCSR467MSP//preprocessing/bigWigs/ENCSR467MSP.bigWig \ --peaks=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR467MSP//preprocessing/downloads/peaks.bed.gz \ --nonpeaks=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR467MSP//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/ENCSR467MSP//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: 89345 Number of peaks filtered because the input/output is on the edge: 0 Number of peaks being used: 89345 Number of peaks input: 22430 Number of peaks filtered because the input/output is on the edge: 0 Number of peaks being used: 22430 Number of non peaks input: 89251 Number of non peaks filtered because the input/output is on the edge: 0 Number of non peaks being used: 89251 Number of non peaks input: 22523 Number of non peaks filtered because the input/output is on the edge: 0 Number of non peaks being used: 22523 Number of peaks after removing outliers: 88362 Number of nonpeaks after removing outliers: 76322 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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2379/2386 [============================>.] - ETA: 0s 2386/2386 [==============================] - ETA: 0s 2386/2386 [==============================] - 69s 15ms/step 2022-10-05_20-34-39: 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//ENCSR467MSP//preprocessing/bigWigs/ENCSR467MSP.bigWig \ --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR467MSP//chrombppnet_model_encsr283tme_bias_fold_3//filtered.peaks.bed \ --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR467MSP//chrombppnet_model_encsr283tme_bias_fold_3//filtered.nonpeaks.bed \ --params=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR467MSP//chrombppnet_model_encsr283tme_bias_fold_3//chrombpnet_model_params.tsv \ --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR467MSP//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': '8.2', 'filters': '512', 'n_dil_layers': '8', 'bias_model_path': '/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR467MSP//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:(80471, 10) loading nonpeaks... got split:train for bed regions:(70636, 10) loading peaks... got split:valid for bed regions:(7891, 10) loading nonpeaks... got split:valid for bed regions:(5686, 10) Epoch 1/50 1/1384 [..............................] - ETA: 74:08:44 - loss: 857.7585 - logits_profile_predictions_loss: 796.9408 - logcount_predictions_loss: 7.4168 2/1384 [..............................] - ETA: 7:14 - loss: 928.9927 - logits_profile_predictions_loss: 746.1166 - logcount_predictions_loss: 22.3020  3/1384 [..............................] - ETA: 7:09 - loss: 900.6931 - logits_profile_predictions_loss: 706.7716 - logcount_predictions_loss: 23.6490 4/1384 [..............................] - ETA: 7:06 - loss: 881.6245 - logits_profile_predictions_loss: 692.4003 - logcount_predictions_loss: 23.0761 5/1384 [..............................] - ETA: 7:04 - loss: 862.5525 - logits_profile_predictions_loss: 681.1016 - logcount_predictions_loss: 22.1282 6/1384 [..............................] - ETA: 7:03 - loss: 848.5934 - logits_profile_predictions_loss: 675.0733 - logcount_predictions_loss: 21.1610 7/1384 [..............................] - ETA: 7:02 - loss: 837.4374 - logits_profile_predictions_loss: 671.2740 - logcount_predictions_loss: 20.2638 8/1384 [..............................] - ETA: 7:02 - loss: 829.1236 - logits_profile_predictions_loss: 669.4984 - logcount_predictions_loss: 19.4665 9/1384 [..............................] - ETA: 7:01 - loss: 821.4851 - logits_profile_predictions_loss: 667.7375 - logcount_predictions_loss: 18.7497 10/1384 [..............................] - ETA: 7:00 - loss: 816.2296 - logits_profile_predictions_loss: 667.6624 - logcount_predictions_loss: 18.1180 11/1384 [..............................] - ETA: 7:00 - loss: 812.1282 - logits_profile_predictions_loss: 668.1745 - logcount_predictions_loss: 17.5553 12/1384 [..............................] - ETA: 6:59 - loss: 808.1022 - logits_profile_predictions_loss: 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[..............................] - ETA: 6:49 - loss: 760.0364 - logits_profile_predictions_loss: 666.3056 - logcount_predictions_loss: 11.4306 40/1384 [..............................] - ETA: 6:49 - loss: 759.2440 - logits_profile_predictions_loss: 666.2315 - logcount_predictions_loss: 11.3430 41/1384 [..............................] - ETA: 6:49 - loss: 758.5781 - logits_profile_predictions_loss: 666.2489 - logcount_predictions_loss: 11.2597 42/1384 [..............................] - ETA: 6:48 - loss: 757.9646 - logits_profile_predictions_loss: 666.2909 - logcount_predictions_loss: 11.1797 43/1384 [..............................] - ETA: 6:48 - loss: 757.4626 - logits_profile_predictions_loss: 666.4171 - logcount_predictions_loss: 11.1031 44/1384 [..............................] - ETA: 6:48 - loss: 756.9061 - logits_profile_predictions_loss: 666.4702 - logcount_predictions_loss: 11.0288 45/1384 [..............................] - ETA: 6:47 - loss: 756.3481 - 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[>.............................] - ETA: 6:45 - loss: 752.5282 - logits_profile_predictions_loss: 666.3086 - logcount_predictions_loss: 10.5146 53/1384 [>.............................] - ETA: 6:45 - loss: 752.0754 - logits_profile_predictions_loss: 666.3059 - logcount_predictions_loss: 10.4597 54/1384 [>.............................] - ETA: 6:45 - loss: 751.6427 - logits_profile_predictions_loss: 666.3093 - logcount_predictions_loss: 10.4065 55/1384 [>.............................] - ETA: 6:45 - loss: 751.2073 - logits_profile_predictions_loss: 666.2983 - logcount_predictions_loss: 10.3547 56/1384 [>.............................] - ETA: 6:44 - loss: 750.7677 - logits_profile_predictions_loss: 666.2706 - logcount_predictions_loss: 10.3045 57/1384 [>.............................] - ETA: 6:44 - loss: 750.2897 - logits_profile_predictions_loss: 666.1959 - logcount_predictions_loss: 10.2553 58/1384 [>.............................] - ETA: 6:44 - loss: 749.7591 - logits_profile_predictions_loss: 666.0609 - logcount_predictions_loss: 10.2071 59/1384 [>.............................] - ETA: 6:43 - loss: 749.2878 - logits_profile_predictions_loss: 665.9711 - logcount_predictions_loss: 10.1606 60/1384 [>.............................] - ETA: 6:43 - loss: 748.8156 - logits_profile_predictions_loss: 665.8724 - logcount_predictions_loss: 10.1150 61/1384 [>.............................] - ETA: 6:43 - loss: 748.3279 - logits_profile_predictions_loss: 665.7500 - logcount_predictions_loss: 10.0705 62/1384 [>.............................] - ETA: 6:42 - loss: 747.8174 - logits_profile_predictions_loss: 665.5975 - logcount_predictions_loss: 10.0268 63/1384 [>.............................] - ETA: 6:42 - loss: 747.3464 - logits_profile_predictions_loss: 665.4723 - logcount_predictions_loss: 9.9846  64/1384 [>.............................] - ETA: 6:42 - loss: 746.8383 - logits_profile_predictions_loss: 665.3041 - logcount_predictions_loss: 9.9432 65/1384 [>.............................] - ETA: 6:42 - loss: 746.3923 - logits_profile_predictions_loss: 665.1868 - logcount_predictions_loss: 9.9031 66/1384 [>.............................] - ETA: 6:41 - loss: 746.0092 - logits_profile_predictions_loss: 665.1203 - logcount_predictions_loss: 9.8645 67/1384 [>.............................] - ETA: 6:41 - loss: 745.6629 - logits_profile_predictions_loss: 665.0805 - logcount_predictions_loss: 9.8271 68/1384 [>.............................] - ETA: 6:41 - loss: 745.3435 - logits_profile_predictions_loss: 665.0592 - logcount_predictions_loss: 9.7908 69/1384 [>.............................] - ETA: 6:40 - loss: 745.0196 - logits_profile_predictions_loss: 665.0259 - logcount_predictions_loss: 9.7553 70/1384 [>.............................] - ETA: 6:40 - loss: 744.6899 - logits_profile_predictions_loss: 664.9812 - logcount_predictions_loss: 9.7206 71/1384 [>.............................] - ETA: 6:40 - loss: 744.3135 - logits_profile_predictions_loss: 664.8863 - logcount_predictions_loss: 9.6862 72/1384 [>.............................] - ETA: 6:40 - loss: 743.9229 - logits_profile_predictions_loss: 664.7712 - logcount_predictions_loss: 9.6526 73/1384 [>.............................] - ETA: 6:39 - loss: 743.5155 - logits_profile_predictions_loss: 664.6347 - logcount_predictions_loss: 9.6196 74/1384 [>.............................] - ETA: 6:39 - loss: 743.1519 - logits_profile_predictions_loss: 664.5328 - logcount_predictions_loss: 9.5877 75/1384 [>.............................] - ETA: 6:39 - loss: 742.7654 - logits_profile_predictions_loss: 664.4035 - logcount_predictions_loss: 9.5563 76/1384 [>.............................] - ETA: 6:38 - loss: 742.3774 - logits_profile_predictions_loss: 664.2681 - logcount_predictions_loss: 9.5255 77/1384 [>.............................] - ETA: 6:38 - loss: 742.0075 - logits_profile_predictions_loss: 664.1438 - logcount_predictions_loss: 9.4956 78/1384 [>.............................] - ETA: 6:38 - loss: 741.6551 - logits_profile_predictions_loss: 664.0317 - logcount_predictions_loss: 9.4663 79/1384 [>.............................] - ETA: 6:38 - loss: 741.3221 - logits_profile_predictions_loss: 663.9328 - logcount_predictions_loss: 9.4377 80/1384 [>.............................] - ETA: 6:37 - loss: 741.0144 - logits_profile_predictions_loss: 663.8535 - logcount_predictions_loss: 9.4099 81/1384 [>.............................] - ETA: 6:37 - loss: 740.6910 - logits_profile_predictions_loss: 663.7547 - logcount_predictions_loss: 9.3825 82/1384 [>.............................] - ETA: 6:37 - loss: 740.3625 - logits_profile_predictions_loss: 663.6462 - logcount_predictions_loss: 9.3556 83/1384 [>.............................] - ETA: 6:36 - loss: 740.0155 - logits_profile_predictions_loss: 663.5163 - logcount_predictions_loss: 9.3292 84/1384 [>.............................] - ETA: 6:36 - loss: 739.6941 - logits_profile_predictions_loss: 663.4060 - logcount_predictions_loss: 9.3034 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logits_profile_predictions_loss: 662.7533 - logcount_predictions_loss: 9.1377 92/1384 [>.............................] - ETA: 6:34 - loss: 737.4240 - logits_profile_predictions_loss: 662.6741 - logcount_predictions_loss: 9.1158 93/1384 [=>............................] - ETA: 6:33 - loss: 737.1875 - logits_profile_predictions_loss: 662.6132 - logcount_predictions_loss: 9.0944 94/1384 [=>............................] - ETA: 6:33 - loss: 736.9918 - logits_profile_predictions_loss: 662.5879 - logcount_predictions_loss: 9.0736 95/1384 [=>............................] - ETA: 6:33 - loss: 736.8057 - logits_profile_predictions_loss: 662.5683 - logcount_predictions_loss: 9.0533 96/1384 [=>............................] - ETA: 6:33 - loss: 736.5903 - logits_profile_predictions_loss: 662.5187 - logcount_predictions_loss: 9.0331 97/1384 [=>............................] - ETA: 6:32 - loss: 736.3578 - logits_profile_predictions_loss: 662.4508 - logcount_predictions_loss: 9.0131 98/1384 [=>............................] - ETA: 6:32 - loss: 736.1197 - logits_profile_predictions_loss: 662.3748 - logcount_predictions_loss: 8.9933 99/1384 [=>............................] - ETA: 6:32 - loss: 735.8895 - logits_profile_predictions_loss: 662.3035 - logcount_predictions_loss: 8.9739 100/1384 [=>............................] - ETA: 6:31 - loss: 735.6472 - logits_profile_predictions_loss: 662.2185 - logcount_predictions_loss: 8.9547 101/1384 [=>............................] - ETA: 6:31 - loss: 735.4236 - logits_profile_predictions_loss: 662.1487 - logcount_predictions_loss: 8.9360 102/1384 [=>............................] - ETA: 6:31 - loss: 735.2066 - logits_profile_predictions_loss: 662.0825 - logcount_predictions_loss: 8.9176 103/1384 [=>............................] - ETA: 6:30 - loss: 735.0054 - logits_profile_predictions_loss: 662.0288 - logcount_predictions_loss: 8.8996 104/1384 [=>............................] - ETA: 6:30 - loss: 734.8071 - logits_profile_predictions_loss: 661.9758 - logcount_predictions_loss: 8.8819 105/1384 [=>............................] - ETA: 6:30 - loss: 734.5911 - logits_profile_predictions_loss: 661.9041 - logcount_predictions_loss: 8.8643 106/1384 [=>............................] - ETA: 6:30 - loss: 734.3701 - logits_profile_predictions_loss: 661.8254 - logcount_predictions_loss: 8.8469 107/1384 [=>............................] - ETA: 6:29 - loss: 734.1343 - logits_profile_predictions_loss: 661.7305 - logcount_predictions_loss: 8.8297 108/1384 [=>............................] - ETA: 6:29 - loss: 733.8841 - logits_profile_predictions_loss: 661.6200 - logcount_predictions_loss: 8.8127 109/1384 [=>............................] - ETA: 6:29 - loss: 733.6425 - logits_profile_predictions_loss: 661.5153 - logcount_predictions_loss: 8.7960 110/1384 [=>............................] - ETA: 6:28 - loss: 733.4052 - logits_profile_predictions_loss: 661.4127 - logcount_predictions_loss: 8.7796 111/1384 [=>............................] - ETA: 6:28 - loss: 733.1593 - logits_profile_predictions_loss: 661.3002 - logcount_predictions_loss: 8.7633 112/1384 [=>............................] - ETA: 6:28 - loss: 732.9150 - logits_profile_predictions_loss: 661.1872 - logcount_predictions_loss: 8.7473 113/1384 [=>............................] - ETA: 6:28 - loss: 732.6534 - logits_profile_predictions_loss: 661.0563 - logcount_predictions_loss: 8.7313 114/1384 [=>............................] - ETA: 6:27 - loss: 732.4119 - logits_profile_predictions_loss: 660.9428 - logcount_predictions_loss: 8.7157 115/1384 [=>............................] - ETA: 6:27 - loss: 732.1745 - logits_profile_predictions_loss: 660.8311 - logcount_predictions_loss: 8.7004 116/1384 [=>............................] - ETA: 6:27 - loss: 731.9507 - logits_profile_predictions_loss: 660.7309 - logcount_predictions_loss: 8.6853 117/1384 [=>............................] - ETA: 6:26 - loss: 731.7271 - 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[=>............................] - ETA: 6:24 - loss: 730.2053 - logits_profile_predictions_loss: 659.9161 - logcount_predictions_loss: 8.5718 125/1384 [=>............................] - ETA: 6:24 - loss: 729.9648 - logits_profile_predictions_loss: 659.7868 - logcount_predictions_loss: 8.5583 126/1384 [=>............................] - ETA: 6:24 - loss: 729.7341 - logits_profile_predictions_loss: 659.6654 - logcount_predictions_loss: 8.5450 127/1384 [=>............................] - ETA: 6:23 - loss: 729.5063 - logits_profile_predictions_loss: 659.5452 - logcount_predictions_loss: 8.5318 128/1384 [=>............................] - ETA: 6:23 - loss: 729.2881 - logits_profile_predictions_loss: 659.4329 - logcount_predictions_loss: 8.5189 129/1384 [=>............................] - ETA: 6:23 - loss: 729.0694 - logits_profile_predictions_loss: 659.3190 - logcount_predictions_loss: 8.5061 130/1384 [=>............................] - ETA: 6:23 - loss: 728.8623 - logits_profile_predictions_loss: 659.2147 - logcount_predictions_loss: 8.4936 131/1384 [=>............................] - ETA: 6:22 - loss: 728.6452 - logits_profile_predictions_loss: 659.0999 - logcount_predictions_loss: 8.4811 132/1384 [=>............................] - ETA: 6:22 - loss: 728.4288 - logits_profile_predictions_loss: 658.9845 - logcount_predictions_loss: 8.4688 133/1384 [=>............................] - ETA: 6:22 - loss: 728.2107 - logits_profile_predictions_loss: 658.8663 - logcount_predictions_loss: 8.4566 134/1384 [=>............................] - ETA: 6:21 - loss: 727.9855 - logits_profile_predictions_loss: 658.7404 - logcount_predictions_loss: 8.4445 135/1384 [=>............................] - ETA: 6:21 - loss: 727.7641 - logits_profile_predictions_loss: 658.6172 - logcount_predictions_loss: 8.4325 136/1384 [=>............................] - ETA: 6:21 - loss: 727.5350 - logits_profile_predictions_loss: 658.4857 - logcount_predictions_loss: 8.4206 137/1384 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logits_profile_predictions_loss: 657.5961 - logcount_predictions_loss: 8.3415 144/1384 [==>...........................] - ETA: 6:18 - loss: 725.7747 - logits_profile_predictions_loss: 657.4631 - logcount_predictions_loss: 8.3307 145/1384 [==>...........................] - ETA: 6:18 - loss: 725.5568 - logits_profile_predictions_loss: 657.3328 - logcount_predictions_loss: 8.3200 146/1384 [==>...........................] - ETA: 6:18 - loss: 725.3282 - logits_profile_predictions_loss: 657.1916 - logcount_predictions_loss: 8.3093 147/1384 [==>...........................] - ETA: 6:18 - loss: 725.0999 - logits_profile_predictions_loss: 657.0496 - logcount_predictions_loss: 8.2988 148/1384 [==>...........................] - ETA: 6:17 - loss: 724.8803 - logits_profile_predictions_loss: 656.9151 - logcount_predictions_loss: 8.2884 149/1384 [==>...........................] - ETA: 6:17 - loss: 724.6628 - logits_profile_predictions_loss: 656.7816 - logcount_predictions_loss: 8.2782 150/1384 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[===>..........................] - ETA: 6:05 - loss: 717.4078 - logits_profile_predictions_loss: 652.2215 - logcount_predictions_loss: 7.9495 190/1384 [===>..........................] - ETA: 6:05 - loss: 717.2467 - logits_profile_predictions_loss: 652.1152 - logcount_predictions_loss: 7.9428 191/1384 [===>..........................] - ETA: 6:04 - loss: 717.0850 - logits_profile_predictions_loss: 652.0079 - logcount_predictions_loss: 7.9362 192/1384 [===>..........................] - ETA: 6:04 - loss: 716.9238 - logits_profile_predictions_loss: 651.9008 - logcount_predictions_loss: 7.9296 193/1384 [===>..........................] - ETA: 6:04 - loss: 716.7635 - logits_profile_predictions_loss: 651.7941 - logcount_predictions_loss: 7.9231 194/1384 [===>..........................] - ETA: 6:03 - loss: 716.6042 - logits_profile_predictions_loss: 651.6879 - logcount_predictions_loss: 7.9166 195/1384 [===>..........................] - ETA: 6:03 - loss: 716.4425 - 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[===>..........................] - ETA: 6:01 - loss: 715.3040 - logits_profile_predictions_loss: 650.7994 - logcount_predictions_loss: 7.8664 203/1384 [===>..........................] - ETA: 6:01 - loss: 715.1427 - logits_profile_predictions_loss: 650.6879 - logcount_predictions_loss: 7.8603 204/1384 [===>..........................] - ETA: 6:00 - loss: 714.9849 - logits_profile_predictions_loss: 650.5792 - logcount_predictions_loss: 7.8543 205/1384 [===>..........................] - ETA: 6:00 - loss: 714.8363 - logits_profile_predictions_loss: 650.4789 - logcount_predictions_loss: 7.8485 206/1384 [===>..........................] - ETA: 6:00 - loss: 714.6900 - logits_profile_predictions_loss: 650.3804 - logcount_predictions_loss: 7.8426 207/1384 [===>..........................] - ETA: 6:00 - loss: 714.5445 - logits_profile_predictions_loss: 650.2822 - logcount_predictions_loss: 7.8369 208/1384 [===>..........................] - ETA: 5:59 - loss: 714.4020 - 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[===>..........................] - ETA: 5:57 - loss: 713.4162 - logits_profile_predictions_loss: 649.5192 - logcount_predictions_loss: 7.7923 216/1384 [===>..........................] - ETA: 5:57 - loss: 713.2764 - logits_profile_predictions_loss: 649.4238 - logcount_predictions_loss: 7.7869 217/1384 [===>..........................] - ETA: 5:57 - loss: 713.1366 - logits_profile_predictions_loss: 649.3279 - logcount_predictions_loss: 7.7815 218/1384 [===>..........................] - ETA: 5:56 - loss: 712.9943 - logits_profile_predictions_loss: 649.2295 - logcount_predictions_loss: 7.7762 219/1384 [===>..........................] - ETA: 5:56 - loss: 712.8513 - logits_profile_predictions_loss: 649.1301 - logcount_predictions_loss: 7.7709 220/1384 [===>..........................] - ETA: 5:56 - loss: 712.7060 - logits_profile_predictions_loss: 649.0284 - logcount_predictions_loss: 7.7655 221/1384 [===>..........................] - ETA: 5:55 - loss: 712.5590 - 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[===>..........................] - ETA: 5:53 - loss: 711.5460 - logits_profile_predictions_loss: 648.2063 - logcount_predictions_loss: 7.7243 229/1384 [===>..........................] - ETA: 5:53 - loss: 711.4031 - logits_profile_predictions_loss: 648.1042 - logcount_predictions_loss: 7.7194 230/1384 [===>..........................] - ETA: 5:53 - loss: 711.2601 - logits_profile_predictions_loss: 648.0017 - logcount_predictions_loss: 7.7144 231/1384 [====>.........................] - ETA: 5:52 - loss: 711.1185 - logits_profile_predictions_loss: 647.9004 - logcount_predictions_loss: 7.7095 232/1384 [====>.........................] - ETA: 5:52 - loss: 710.9776 - logits_profile_predictions_loss: 647.7993 - logcount_predictions_loss: 7.7047 233/1384 [====>.........................] - ETA: 5:52 - loss: 710.8376 - logits_profile_predictions_loss: 647.6989 - logcount_predictions_loss: 7.6998 234/1384 [====>.........................] - ETA: 5:51 - loss: 710.6995 - 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[====>.........................] - ETA: 5:49 - loss: 709.7656 - logits_profile_predictions_loss: 646.9314 - logcount_predictions_loss: 7.6627 242/1384 [====>.........................] - ETA: 5:49 - loss: 709.6297 - logits_profile_predictions_loss: 646.8327 - logcount_predictions_loss: 7.6582 243/1384 [====>.........................] - ETA: 5:49 - loss: 709.4951 - logits_profile_predictions_loss: 646.7348 - logcount_predictions_loss: 7.6537 244/1384 [====>.........................] - ETA: 5:48 - loss: 709.3576 - logits_profile_predictions_loss: 646.6342 - logcount_predictions_loss: 7.6492 245/1384 [====>.........................] - ETA: 5:48 - loss: 709.2195 - logits_profile_predictions_loss: 646.5328 - logcount_predictions_loss: 7.6447 246/1384 [====>.........................] - ETA: 5:48 - loss: 709.0794 - logits_profile_predictions_loss: 646.4293 - logcount_predictions_loss: 7.6402 247/1384 [====>.........................] - ETA: 5:47 - loss: 708.9433 - 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[====>.........................] - ETA: 5:45 - loss: 708.0030 - logits_profile_predictions_loss: 645.6361 - logcount_predictions_loss: 7.6057 255/1384 [====>.........................] - ETA: 5:45 - loss: 707.8677 - logits_profile_predictions_loss: 645.5354 - logcount_predictions_loss: 7.6015 256/1384 [====>.........................] - ETA: 5:45 - loss: 707.7327 - logits_profile_predictions_loss: 645.4348 - logcount_predictions_loss: 7.5973 257/1384 [====>.........................] - ETA: 5:44 - loss: 707.5978 - logits_profile_predictions_loss: 645.3340 - logcount_predictions_loss: 7.5931 258/1384 [====>.........................] - ETA: 5:44 - loss: 707.4632 - logits_profile_predictions_loss: 645.2334 - logcount_predictions_loss: 7.5890 259/1384 [====>.........................] - ETA: 5:44 - loss: 707.3286 - logits_profile_predictions_loss: 645.1325 - logcount_predictions_loss: 7.5849 260/1384 [====>.........................] - ETA: 5:44 - loss: 707.1961 - logits_profile_predictions_loss: 645.0335 - logcount_predictions_loss: 7.5808 261/1384 [====>.........................] - ETA: 5:43 - loss: 707.0658 - logits_profile_predictions_loss: 644.9364 - logcount_predictions_loss: 7.5768 262/1384 [====>.........................] - ETA: 5:43 - loss: 706.9328 - logits_profile_predictions_loss: 644.8365 - logcount_predictions_loss: 7.5727 263/1384 [====>.........................] - ETA: 5:43 - loss: 706.8023 - logits_profile_predictions_loss: 644.7387 - logcount_predictions_loss: 7.5687 264/1384 [====>.........................] - ETA: 5:42 - loss: 706.6745 - logits_profile_predictions_loss: 644.6434 - logcount_predictions_loss: 7.5648 265/1384 [====>.........................] - ETA: 5:42 - loss: 706.5476 - logits_profile_predictions_loss: 644.5486 - logcount_predictions_loss: 7.5608 266/1384 [====>.........................] - ETA: 5:42 - loss: 706.4198 - logits_profile_predictions_loss: 644.4529 - logcount_predictions_loss: 7.5569 267/1384 [====>.........................] - ETA: 5:41 - loss: 706.2927 - logits_profile_predictions_loss: 644.3577 - logcount_predictions_loss: 7.5530 268/1384 [====>.........................] - ETA: 5:41 - loss: 706.1665 - logits_profile_predictions_loss: 644.2632 - logcount_predictions_loss: 7.5492 269/1384 [====>.........................] - ETA: 5:41 - loss: 706.0406 - logits_profile_predictions_loss: 644.1689 - logcount_predictions_loss: 7.5453 270/1384 [====>.........................] - ETA: 5:41 - loss: 705.9138 - logits_profile_predictions_loss: 644.0734 - logcount_predictions_loss: 7.5415 271/1384 [====>.........................] - ETA: 5:40 - loss: 705.7858 - logits_profile_predictions_loss: 643.9767 - logcount_predictions_loss: 7.5377 272/1384 [====>.........................] - ETA: 5:40 - loss: 705.6583 - logits_profile_predictions_loss: 643.8802 - logcount_predictions_loss: 7.5339 273/1384 [====>.........................] - ETA: 5:40 - loss: 705.5334 - 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[..............................] - ETA: 6:46 - loss: 536.7873 - logits_profile_predictions_loss: 525.3582 - logcount_predictions_loss: 1.3938 39/1384 [..............................] - ETA: 6:46 - loss: 536.9227 - logits_profile_predictions_loss: 525.4952 - logcount_predictions_loss: 1.3936 40/1384 [..............................] - ETA: 6:46 - loss: 537.1009 - logits_profile_predictions_loss: 525.6744 - logcount_predictions_loss: 1.3935 41/1384 [..............................] - ETA: 6:45 - loss: 537.2860 - logits_profile_predictions_loss: 525.8605 - logcount_predictions_loss: 1.3934 42/1384 [..............................] - ETA: 6:45 - loss: 537.5323 - logits_profile_predictions_loss: 526.1083 - logcount_predictions_loss: 1.3932 43/1384 [..............................] - ETA: 6:45 - loss: 537.7268 - logits_profile_predictions_loss: 526.3045 - logcount_predictions_loss: 1.3930 44/1384 [..............................] - ETA: 6:45 - loss: 537.9255 - logits_profile_predictions_loss: 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533.9734 - val_logits_profile_predictions_loss: 523.7114 - val_logcount_predictions_loss: 1.2515 Epoch 00002: val_loss improved from 546.14240 to 533.97339, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR467MSP//chrombppnet_model_encsr283tme_bias_fold_3/chrombpnet.h5 Epoch 3/50 1/1384 [..............................] - ETA: 7:21 - loss: 557.9907 - logits_profile_predictions_loss: 548.2174 - logcount_predictions_loss: 1.1919 2/1384 [..............................] - ETA: 6:58 - loss: 536.7018 - logits_profile_predictions_loss: 525.9988 - logcount_predictions_loss: 1.3052 3/1384 [..............................] - ETA: 6:58 - loss: 519.3757 - logits_profile_predictions_loss: 508.4694 - logcount_predictions_loss: 1.3300 4/1384 [..............................] - ETA: 6:59 - loss: 512.3618 - logits_profile_predictions_loss: 501.5782 - logcount_predictions_loss: 1.3151 5/1384 [..............................] - ETA: 6:59 - loss: 507.6030 - 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[..............................] - ETA: 6:57 - loss: 495.6831 - logits_profile_predictions_loss: 485.6809 - logcount_predictions_loss: 1.2198 13/1384 [..............................] - ETA: 6:57 - loss: 495.6249 - logits_profile_predictions_loss: 485.6133 - logcount_predictions_loss: 1.2209 14/1384 [..............................] - ETA: 6:57 - loss: 494.8332 - logits_profile_predictions_loss: 484.8014 - logcount_predictions_loss: 1.2234 15/1384 [..............................] - ETA: 6:56 - loss: 494.7198 - logits_profile_predictions_loss: 484.6641 - logcount_predictions_loss: 1.2263 16/1384 [..............................] - ETA: 6:56 - loss: 494.6770 - logits_profile_predictions_loss: 484.6061 - logcount_predictions_loss: 1.2282 17/1384 [..............................] - ETA: 6:56 - loss: 494.9293 - logits_profile_predictions_loss: 484.8310 - logcount_predictions_loss: 1.2315 18/1384 [..............................] - ETA: 6:55 - loss: 495.2041 - logits_profile_predictions_loss: 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[..............................] - ETA: 6:48 - loss: 494.9039 - logits_profile_predictions_loss: 484.7256 - logcount_predictions_loss: 1.2413 46/1384 [..............................] - ETA: 6:47 - loss: 495.0894 - logits_profile_predictions_loss: 484.9044 - logcount_predictions_loss: 1.2421 47/1384 [>.............................] - ETA: 6:47 - loss: 495.2354 - logits_profile_predictions_loss: 485.0446 - logcount_predictions_loss: 1.2428 48/1384 [>.............................] - ETA: 6:47 - loss: 495.4012 - logits_profile_predictions_loss: 485.2037 - logcount_predictions_loss: 1.2436 49/1384 [>.............................] - ETA: 6:46 - loss: 495.5578 - logits_profile_predictions_loss: 485.3533 - logcount_predictions_loss: 1.2445 50/1384 [>.............................] - ETA: 6:46 - loss: 495.7489 - logits_profile_predictions_loss: 485.5373 - logcount_predictions_loss: 1.2453 51/1384 [>.............................] - ETA: 6:46 - loss: 495.9391 - logits_profile_predictions_loss: 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[=>............................] - ETA: 6:28 - loss: 496.3555 - logits_profile_predictions_loss: 486.1756 - logcount_predictions_loss: 1.2414 112/1384 [=>............................] - ETA: 6:27 - loss: 496.3005 - logits_profile_predictions_loss: 486.1231 - logcount_predictions_loss: 1.2411 113/1384 [=>............................] - ETA: 6:27 - loss: 496.2494 - logits_profile_predictions_loss: 486.0744 - logcount_predictions_loss: 1.2408 114/1384 [=>............................] - ETA: 6:27 - loss: 496.2101 - logits_profile_predictions_loss: 486.0376 - logcount_predictions_loss: 1.2405 115/1384 [=>............................] - ETA: 6:27 - loss: 496.1675 - logits_profile_predictions_loss: 485.9975 - logcount_predictions_loss: 1.2402 116/1384 [=>............................] - ETA: 6:26 - loss: 496.1296 - logits_profile_predictions_loss: 485.9618 - logcount_predictions_loss: 1.2400 117/1384 [=>............................] - ETA: 6:26 - loss: 496.0884 - 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[=>............................] - ETA: 6:24 - loss: 495.8824 - logits_profile_predictions_loss: 485.7338 - logcount_predictions_loss: 1.2376 125/1384 [=>............................] - ETA: 6:24 - loss: 495.8453 - logits_profile_predictions_loss: 485.6991 - logcount_predictions_loss: 1.2373 126/1384 [=>............................] - ETA: 6:23 - loss: 495.8106 - logits_profile_predictions_loss: 485.6667 - logcount_predictions_loss: 1.2370 127/1384 [=>............................] - ETA: 6:23 - loss: 495.7786 - logits_profile_predictions_loss: 485.6371 - logcount_predictions_loss: 1.2368 128/1384 [=>............................] - ETA: 6:23 - loss: 495.7477 - logits_profile_predictions_loss: 485.6087 - logcount_predictions_loss: 1.2365 129/1384 [=>............................] - ETA: 6:22 - loss: 495.7121 - logits_profile_predictions_loss: 485.5756 - logcount_predictions_loss: 1.2361 130/1384 [=>............................] - ETA: 6:22 - loss: 495.6756 - 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[====>.........................] - ETA: 5:37 - loss: 495.4105 - logits_profile_predictions_loss: 486.5969 - logcount_predictions_loss: 1.0748 276/1384 [====>.........................] - ETA: 5:37 - loss: 495.4237 - logits_profile_predictions_loss: 486.6088 - logcount_predictions_loss: 1.0750 277/1384 [=====>........................] - ETA: 5:37 - loss: 495.4357 - logits_profile_predictions_loss: 486.6194 - logcount_predictions_loss: 1.0751 278/1384 [=====>........................] - ETA: 5:36 - loss: 495.4476 - logits_profile_predictions_loss: 486.6299 - logcount_predictions_loss: 1.0753 279/1384 [=====>........................] - ETA: 5:36 - loss: 495.4605 - logits_profile_predictions_loss: 486.6415 - logcount_predictions_loss: 1.0755 280/1384 [=====>........................] - ETA: 5:36 - loss: 495.4738 - logits_profile_predictions_loss: 486.6534 - logcount_predictions_loss: 1.0756 281/1384 [=====>........................] - ETA: 5:35 - loss: 495.4877 - 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logits_profile_predictions_loss: 489.9800 - logcount_predictions_loss: 1.1028 1381/1384 [============================>.] - ETA: 0s - loss: 499.0221 - logits_profile_predictions_loss: 489.9789 - logcount_predictions_loss: 1.1028 1382/1384 [============================>.] - ETA: 0s - loss: 499.0209 - logits_profile_predictions_loss: 489.9778 - logcount_predictions_loss: 1.1028 1383/1384 [============================>.] - ETA: 0s - loss: 499.0197 - logits_profile_predictions_loss: 489.9767 - logcount_predictions_loss: 1.1028 1384/1384 [==============================] - ETA: 0s - loss: 499.0185 - logits_profile_predictions_loss: 489.9756 - logcount_predictions_loss: 1.1028 1384/1384 [==============================] - 440s 318ms/step - loss: 499.0174 - logits_profile_predictions_loss: 489.9746 - logcount_predictions_loss: 1.1028 - val_loss: 520.2782 - val_logits_profile_predictions_loss: 511.7078 - val_logcount_predictions_loss: 1.0452 Epoch 00004: val_loss improved from 525.65533 to 520.27820, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR467MSP//chrombppnet_model_encsr283tme_bias_fold_3/chrombpnet.h5 Epoch 5/50 1/1384 [..............................] - ETA: 7:17 - loss: 557.0296 - logits_profile_predictions_loss: 549.6085 - logcount_predictions_loss: 0.9050 2/1384 [..............................] - ETA: 6:59 - loss: 521.5135 - logits_profile_predictions_loss: 514.2841 - logcount_predictions_loss: 0.8816 3/1384 [..............................] - ETA: 6:59 - loss: 498.4708 - logits_profile_predictions_loss: 491.1361 - logcount_predictions_loss: 0.8945 4/1384 [..............................] - ETA: 6:59 - loss: 486.6630 - logits_profile_predictions_loss: 479.3953 - logcount_predictions_loss: 0.8863 5/1384 [..............................] - ETA: 6:59 - loss: 482.8827 - logits_profile_predictions_loss: 475.5787 - logcount_predictions_loss: 0.8907 6/1384 [..............................] - ETA: 6:59 - loss: 478.5643 - 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[..............................] - ETA: 6:57 - loss: 474.0349 - logits_profile_predictions_loss: 466.1198 - logcount_predictions_loss: 0.9653 14/1384 [..............................] - ETA: 6:57 - loss: 474.0947 - logits_profile_predictions_loss: 466.1625 - logcount_predictions_loss: 0.9673 15/1384 [..............................] - ETA: 6:56 - loss: 474.2208 - logits_profile_predictions_loss: 466.2846 - logcount_predictions_loss: 0.9678 16/1384 [..............................] - ETA: 6:56 - loss: 474.5064 - logits_profile_predictions_loss: 466.5562 - logcount_predictions_loss: 0.9695 17/1384 [..............................] - ETA: 6:56 - loss: 474.7763 - logits_profile_predictions_loss: 466.8187 - logcount_predictions_loss: 0.9704 18/1384 [..............................] - ETA: 6:55 - loss: 474.7041 - logits_profile_predictions_loss: 466.7413 - logcount_predictions_loss: 0.9711 19/1384 [..............................] - ETA: 6:55 - loss: 474.5469 - logits_profile_predictions_loss: 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[============================>.] - ETA: 11s - loss: 484.2802 - logits_profile_predictions_loss: 475.8139 - logcount_predictions_loss: 1.0325 1349/1384 [============================>.] - ETA: 10s - loss: 484.2829 - logits_profile_predictions_loss: 475.8166 - logcount_predictions_loss: 1.0325 1350/1384 [============================>.] - ETA: 10s - loss: 484.2856 - logits_profile_predictions_loss: 475.8194 - logcount_predictions_loss: 1.0325 1351/1384 [============================>.] - ETA: 10s - loss: 484.2882 - logits_profile_predictions_loss: 475.8220 - logcount_predictions_loss: 1.0325 1352/1384 [============================>.] - ETA: 9s - loss: 484.2908 - logits_profile_predictions_loss: 475.8247 - logcount_predictions_loss: 1.0325  1353/1384 [============================>.] - ETA: 9s - loss: 484.2934 - logits_profile_predictions_loss: 475.8273 - logcount_predictions_loss: 1.0325 1354/1384 [============================>.] - ETA: 9s - loss: 484.2960 - logits_profile_predictions_loss: 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[============================>.] - ETA: 0s - loss: 484.3612 - logits_profile_predictions_loss: 475.8966 - logcount_predictions_loss: 1.0323 1382/1384 [============================>.] - ETA: 0s - loss: 484.3636 - logits_profile_predictions_loss: 475.8991 - logcount_predictions_loss: 1.0323 1383/1384 [============================>.] - ETA: 0s - loss: 484.3661 - logits_profile_predictions_loss: 475.9016 - logcount_predictions_loss: 1.0323 1384/1384 [==============================] - ETA: 0s - loss: 484.3686 - logits_profile_predictions_loss: 475.9042 - logcount_predictions_loss: 1.0323 1384/1384 [==============================] - 439s 318ms/step - loss: 484.3711 - logits_profile_predictions_loss: 475.9067 - logcount_predictions_loss: 1.0323 - val_loss: 516.4942 - val_logits_profile_predictions_loss: 508.2749 - val_logcount_predictions_loss: 1.0023 Epoch 00005: val_loss improved from 520.27820 to 516.49420, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR467MSP//chrombppnet_model_encsr283tme_bias_fold_3/chrombpnet.h5 Epoch 6/50 1/1384 [..............................] - ETA: 7:17 - loss: 343.4723 - logits_profile_predictions_loss: 333.7088 - logcount_predictions_loss: 1.1907 2/1384 [..............................] - ETA: 6:59 - loss: 369.7625 - logits_profile_predictions_loss: 360.0795 - logcount_predictions_loss: 1.1809 3/1384 [..............................] - ETA: 6:59 - loss: 396.0009 - logits_profile_predictions_loss: 386.5174 - logcount_predictions_loss: 1.1565 4/1384 [..............................] - ETA: 6:59 - loss: 410.6350 - logits_profile_predictions_loss: 401.3573 - logcount_predictions_loss: 1.1314 5/1384 [..............................] - ETA: 6:59 - loss: 417.5523 - logits_profile_predictions_loss: 408.4943 - logcount_predictions_loss: 1.1046 6/1384 [..............................] - ETA: 6:58 - loss: 425.2735 - logits_profile_predictions_loss: 416.3689 - 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- logits_profile_predictions_loss: 445.3144 - logcount_predictions_loss: 1.0307 14/1384 [..............................] - ETA: 6:56 - loss: 455.3694 - logits_profile_predictions_loss: 446.9250 - logcount_predictions_loss: 1.0298 15/1384 [..............................] - ETA: 6:56 - loss: 456.7666 - logits_profile_predictions_loss: 448.3310 - logcount_predictions_loss: 1.0287 16/1384 [..............................] - ETA: 6:56 - loss: 457.8867 - logits_profile_predictions_loss: 449.4612 - logcount_predictions_loss: 1.0275 17/1384 [..............................] - ETA: 6:55 - loss: 458.9706 - logits_profile_predictions_loss: 450.5489 - logcount_predictions_loss: 1.0270 18/1384 [..............................] - ETA: 6:55 - loss: 460.1866 - logits_profile_predictions_loss: 451.7779 - logcount_predictions_loss: 1.0255 19/1384 [..............................] - ETA: 6:55 - loss: 461.2278 - logits_profile_predictions_loss: 452.8280 - logcount_predictions_loss: 1.0244 20/1384 [..............................] - ETA: 6:54 - loss: 462.0479 - logits_profile_predictions_loss: 453.6547 - logcount_predictions_loss: 1.0236 21/1384 [..............................] - ETA: 6:54 - loss: 462.7007 - logits_profile_predictions_loss: 454.3169 - logcount_predictions_loss: 1.0224 22/1384 [..............................] - ETA: 6:54 - loss: 463.0940 - logits_profile_predictions_loss: 454.7203 - logcount_predictions_loss: 1.0212 23/1384 [..............................] - ETA: 6:54 - loss: 463.7079 - logits_profile_predictions_loss: 455.3419 - logcount_predictions_loss: 1.0202 24/1384 [..............................] - ETA: 6:53 - loss: 464.3338 - logits_profile_predictions_loss: 455.9777 - logcount_predictions_loss: 1.0190 25/1384 [..............................] - ETA: 6:53 - loss: 464.8517 - logits_profile_predictions_loss: 456.5081 - logcount_predictions_loss: 1.0175 26/1384 [..............................] - ETA: 6:53 - loss: 465.2867 - logits_profile_predictions_loss: 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40/1384 [..............................] - ETA: 6:49 - loss: 466.8293 - logits_profile_predictions_loss: 458.6138 - logcount_predictions_loss: 1.0019 41/1384 [..............................] - ETA: 6:48 - loss: 466.8615 - logits_profile_predictions_loss: 458.6535 - logcount_predictions_loss: 1.0010 42/1384 [..............................] - ETA: 6:48 - loss: 466.8862 - logits_profile_predictions_loss: 458.6854 - logcount_predictions_loss: 1.0001 43/1384 [..............................] - ETA: 6:48 - loss: 466.8797 - logits_profile_predictions_loss: 458.6876 - logcount_predictions_loss: 0.9990 44/1384 [..............................] - ETA: 6:47 - loss: 466.9194 - logits_profile_predictions_loss: 458.7358 - logcount_predictions_loss: 0.9980 45/1384 [..............................] - ETA: 6:47 - loss: 466.9814 - logits_profile_predictions_loss: 458.8052 - logcount_predictions_loss: 0.9971 46/1384 [..............................] - ETA: 6:47 - loss: 466.9998 - 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logits_profile_predictions_loss: 467.3157 - logcount_predictions_loss: 0.9847 204/1384 [===>..........................] - ETA: 6:00 - loss: 475.4269 - logits_profile_predictions_loss: 467.3513 - logcount_predictions_loss: 0.9848 205/1384 [===>..........................] - ETA: 5:59 - loss: 475.4621 - logits_profile_predictions_loss: 467.3858 - logcount_predictions_loss: 0.9849 206/1384 [===>..........................] - ETA: 5:59 - loss: 475.4968 - logits_profile_predictions_loss: 467.4197 - logcount_predictions_loss: 0.9850 207/1384 [===>..........................] - ETA: 5:59 - loss: 475.5320 - logits_profile_predictions_loss: 467.4543 - logcount_predictions_loss: 0.9851 208/1384 [===>..........................] - ETA: 5:58 - loss: 475.5695 - logits_profile_predictions_loss: 467.4911 - logcount_predictions_loss: 0.9852 209/1384 [===>..........................] - ETA: 5:58 - loss: 475.6100 - logits_profile_predictions_loss: 467.5310 - logcount_predictions_loss: 0.9852 210/1384 [===>..........................] - ETA: 5:58 - loss: 475.6503 - logits_profile_predictions_loss: 467.5707 - logcount_predictions_loss: 0.9853 211/1384 [===>..........................] - ETA: 5:57 - loss: 475.6900 - logits_profile_predictions_loss: 467.6097 - logcount_predictions_loss: 0.9854 212/1384 [===>..........................] - ETA: 5:57 - loss: 475.7299 - logits_profile_predictions_loss: 467.6491 - logcount_predictions_loss: 0.9855 213/1384 [===>..........................] - ETA: 5:57 - loss: 475.7695 - logits_profile_predictions_loss: 467.6881 - logcount_predictions_loss: 0.9855 214/1384 [===>..........................] - ETA: 5:57 - loss: 475.8099 - logits_profile_predictions_loss: 467.7279 - logcount_predictions_loss: 0.9856 215/1384 [===>..........................] - ETA: 5:56 - loss: 475.8521 - logits_profile_predictions_loss: 467.7697 - logcount_predictions_loss: 0.9857 216/1384 [===>..........................] - ETA: 5:56 - loss: 475.8935 - logits_profile_predictions_loss: 467.8105 - logcount_predictions_loss: 0.9857 217/1384 [===>..........................] - ETA: 5:56 - loss: 475.9345 - logits_profile_predictions_loss: 467.8511 - logcount_predictions_loss: 0.9858 218/1384 [===>..........................] - ETA: 5:55 - loss: 475.9761 - logits_profile_predictions_loss: 467.8922 - logcount_predictions_loss: 0.9858 219/1384 [===>..........................] - ETA: 5:55 - loss: 476.0171 - logits_profile_predictions_loss: 467.9328 - logcount_predictions_loss: 0.9859 220/1384 [===>..........................] - ETA: 5:55 - loss: 476.0573 - logits_profile_predictions_loss: 467.9726 - logcount_predictions_loss: 0.9859 221/1384 [===>..........................] - ETA: 5:54 - loss: 476.0976 - logits_profile_predictions_loss: 468.0125 - logcount_predictions_loss: 0.9860 222/1384 [===>..........................] - ETA: 5:54 - loss: 476.1406 - logits_profile_predictions_loss: 468.0552 - logcount_predictions_loss: 0.9860 223/1384 [===>..........................] - ETA: 5:54 - loss: 476.1849 - logits_profile_predictions_loss: 468.0990 - logcount_predictions_loss: 0.9861 224/1384 [===>..........................] - ETA: 5:53 - loss: 476.2271 - logits_profile_predictions_loss: 468.1408 - logcount_predictions_loss: 0.9861 225/1384 [===>..........................] - ETA: 5:53 - loss: 476.2713 - logits_profile_predictions_loss: 468.1846 - logcount_predictions_loss: 0.9862 226/1384 [===>..........................] - ETA: 5:53 - loss: 476.3154 - logits_profile_predictions_loss: 468.2284 - logcount_predictions_loss: 0.9862 227/1384 [===>..........................] - ETA: 5:53 - loss: 476.3596 - logits_profile_predictions_loss: 468.2723 - logcount_predictions_loss: 0.9863 228/1384 [===>..........................] - ETA: 5:52 - loss: 476.4057 - logits_profile_predictions_loss: 468.3180 - logcount_predictions_loss: 0.9863 229/1384 [===>..........................] - ETA: 5:52 - loss: 476.4514 - logits_profile_predictions_loss: 468.3633 - logcount_predictions_loss: 0.9864 230/1384 [===>..........................] - ETA: 5:52 - loss: 476.4983 - logits_profile_predictions_loss: 468.4098 - logcount_predictions_loss: 0.9864 231/1384 [====>.........................] - ETA: 5:51 - loss: 476.5442 - logits_profile_predictions_loss: 468.4554 - logcount_predictions_loss: 0.9865 232/1384 [====>.........................] - ETA: 5:51 - loss: 476.5917 - logits_profile_predictions_loss: 468.5025 - logcount_predictions_loss: 0.9865 233/1384 [====>.........................] - ETA: 5:51 - loss: 476.6368 - logits_profile_predictions_loss: 468.5472 - logcount_predictions_loss: 0.9865 234/1384 [====>.........................] - ETA: 5:50 - loss: 476.6824 - logits_profile_predictions_loss: 468.5924 - logcount_predictions_loss: 0.9866 235/1384 [====>.........................] - ETA: 5:50 - loss: 476.7254 - logits_profile_predictions_loss: 468.6350 - logcount_predictions_loss: 0.9866 236/1384 [====>.........................] - ETA: 5:50 - loss: 476.7670 - logits_profile_predictions_loss: 468.6760 - logcount_predictions_loss: 0.9867 237/1384 [====>.........................] - ETA: 5:50 - loss: 476.8075 - logits_profile_predictions_loss: 468.7160 - logcount_predictions_loss: 0.9868 238/1384 [====>.........................] - ETA: 5:49 - loss: 476.8481 - logits_profile_predictions_loss: 468.7561 - logcount_predictions_loss: 0.9868 239/1384 [====>.........................] - ETA: 5:49 - loss: 476.8889 - logits_profile_predictions_loss: 468.7964 - logcount_predictions_loss: 0.9869 240/1384 [====>.........................] - ETA: 5:49 - loss: 476.9296 - logits_profile_predictions_loss: 468.8366 - logcount_predictions_loss: 0.9870 241/1384 [====>.........................] - ETA: 5:48 - loss: 476.9707 - logits_profile_predictions_loss: 468.8772 - logcount_predictions_loss: 0.9870 242/1384 [====>.........................] - ETA: 5:48 - loss: 477.0122 - logits_profile_predictions_loss: 468.9182 - logcount_predictions_loss: 0.9871 243/1384 [====>.........................] - ETA: 5:48 - loss: 477.0519 - logits_profile_predictions_loss: 468.9574 - logcount_predictions_loss: 0.9871 244/1384 [====>.........................] - ETA: 5:47 - loss: 477.0897 - logits_profile_predictions_loss: 468.9947 - logcount_predictions_loss: 0.9872 245/1384 [====>.........................] - ETA: 5:47 - loss: 477.1263 - logits_profile_predictions_loss: 469.0308 - logcount_predictions_loss: 0.9873 246/1384 [====>.........................] - ETA: 5:47 - loss: 477.1628 - logits_profile_predictions_loss: 469.0668 - logcount_predictions_loss: 0.9873 247/1384 [====>.........................] - ETA: 5:47 - loss: 477.1983 - logits_profile_predictions_loss: 469.1018 - logcount_predictions_loss: 0.9874 248/1384 [====>.........................] - ETA: 5:46 - loss: 477.2328 - logits_profile_predictions_loss: 469.1358 - logcount_predictions_loss: 0.9874 249/1384 [====>.........................] - ETA: 5:46 - loss: 477.2670 - logits_profile_predictions_loss: 469.1695 - logcount_predictions_loss: 0.9875 250/1384 [====>.........................] - ETA: 5:46 - loss: 477.3019 - logits_profile_predictions_loss: 469.2039 - logcount_predictions_loss: 0.9876 251/1384 [====>.........................] - ETA: 5:45 - loss: 477.3369 - logits_profile_predictions_loss: 469.2384 - logcount_predictions_loss: 0.9876 252/1384 [====>.........................] - ETA: 5:45 - loss: 477.3711 - logits_profile_predictions_loss: 469.2722 - logcount_predictions_loss: 0.9877 253/1384 [====>.........................] - ETA: 5:45 - loss: 477.4039 - logits_profile_predictions_loss: 469.3045 - logcount_predictions_loss: 0.9877 254/1384 [====>.........................] - ETA: 5:44 - loss: 477.4361 - logits_profile_predictions_loss: 469.3362 - logcount_predictions_loss: 0.9878 255/1384 [====>.........................] - ETA: 5:44 - loss: 477.4673 - 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[====>.........................] - ETA: 5:42 - loss: 477.6749 - logits_profile_predictions_loss: 469.5722 - logcount_predictions_loss: 0.9881 263/1384 [====>.........................] - ETA: 5:42 - loss: 477.7016 - logits_profile_predictions_loss: 469.5985 - logcount_predictions_loss: 0.9882 264/1384 [====>.........................] - ETA: 5:41 - loss: 477.7276 - logits_profile_predictions_loss: 469.6242 - logcount_predictions_loss: 0.9882 265/1384 [====>.........................] - ETA: 5:41 - loss: 477.7528 - logits_profile_predictions_loss: 469.6492 - logcount_predictions_loss: 0.9883 266/1384 [====>.........................] - ETA: 5:41 - loss: 477.7789 - logits_profile_predictions_loss: 469.6750 - logcount_predictions_loss: 0.9883 267/1384 [====>.........................] - ETA: 5:40 - loss: 477.8061 - logits_profile_predictions_loss: 469.7019 - logcount_predictions_loss: 0.9883 268/1384 [====>.........................] - ETA: 5:40 - loss: 477.8321 - logits_profile_predictions_loss: 469.7277 - logcount_predictions_loss: 0.9884 269/1384 [====>.........................] - ETA: 5:40 - loss: 477.8567 - logits_profile_predictions_loss: 469.7520 - logcount_predictions_loss: 0.9884 270/1384 [====>.........................] - ETA: 5:40 - loss: 477.8804 - logits_profile_predictions_loss: 469.7754 - logcount_predictions_loss: 0.9884 271/1384 [====>.........................] - ETA: 5:39 - loss: 477.9044 - logits_profile_predictions_loss: 469.7992 - logcount_predictions_loss: 0.9884 272/1384 [====>.........................] - ETA: 5:39 - loss: 477.9290 - logits_profile_predictions_loss: 469.8236 - logcount_predictions_loss: 0.9885 273/1384 [====>.........................] - ETA: 5:39 - loss: 477.9528 - logits_profile_predictions_loss: 469.8472 - logcount_predictions_loss: 0.9885 274/1384 [====>.........................] - ETA: 5:38 - loss: 477.9748 - logits_profile_predictions_loss: 469.8690 - logcount_predictions_loss: 0.9885 275/1384 [====>.........................] - ETA: 5:38 - loss: 477.9955 - logits_profile_predictions_loss: 469.8896 - logcount_predictions_loss: 0.9885 276/1384 [====>.........................] - ETA: 5:38 - loss: 478.0157 - logits_profile_predictions_loss: 469.9097 - logcount_predictions_loss: 0.9885 277/1384 [=====>........................] - ETA: 5:37 - loss: 478.0368 - logits_profile_predictions_loss: 469.9305 - logcount_predictions_loss: 0.9886 278/1384 [=====>........................] - ETA: 5:37 - loss: 478.0564 - logits_profile_predictions_loss: 469.9500 - logcount_predictions_loss: 0.9886 279/1384 [=====>........................] - ETA: 5:37 - loss: 478.0783 - logits_profile_predictions_loss: 469.9718 - logcount_predictions_loss: 0.9886 280/1384 [=====>........................] - ETA: 5:37 - loss: 478.1007 - logits_profile_predictions_loss: 469.9939 - logcount_predictions_loss: 0.9886 281/1384 [=====>........................] - ETA: 5:36 - loss: 478.1234 - logits_profile_predictions_loss: 470.0165 - logcount_predictions_loss: 0.9887 282/1384 [=====>........................] - ETA: 5:36 - loss: 478.1467 - logits_profile_predictions_loss: 470.0395 - logcount_predictions_loss: 0.9887 283/1384 [=====>........................] - ETA: 5:36 - loss: 478.1693 - logits_profile_predictions_loss: 470.0620 - logcount_predictions_loss: 0.9887 284/1384 [=====>........................] - ETA: 5:35 - loss: 478.1911 - logits_profile_predictions_loss: 470.0836 - logcount_predictions_loss: 0.9887 285/1384 [=====>........................] - ETA: 5:35 - loss: 478.2125 - logits_profile_predictions_loss: 470.1049 - logcount_predictions_loss: 0.9887 286/1384 [=====>........................] - ETA: 5:35 - loss: 478.2334 - logits_profile_predictions_loss: 470.1255 - logcount_predictions_loss: 0.9888 287/1384 [=====>........................] - ETA: 5:34 - loss: 478.2541 - logits_profile_predictions_loss: 470.1461 - logcount_predictions_loss: 0.9888 288/1384 [=====>........................] - ETA: 5:34 - loss: 478.2746 - logits_profile_predictions_loss: 470.1664 - logcount_predictions_loss: 0.9888 289/1384 [=====>........................] - ETA: 5:34 - loss: 478.2942 - logits_profile_predictions_loss: 470.1859 - logcount_predictions_loss: 0.9888 290/1384 [=====>........................] - ETA: 5:33 - loss: 478.3129 - logits_profile_predictions_loss: 470.2045 - logcount_predictions_loss: 0.9888 291/1384 [=====>........................] - ETA: 5:33 - loss: 478.3301 - logits_profile_predictions_loss: 470.2215 - logcount_predictions_loss: 0.9889 292/1384 [=====>........................] - ETA: 5:33 - loss: 478.3478 - logits_profile_predictions_loss: 470.2391 - logcount_predictions_loss: 0.9889 293/1384 [=====>........................] - ETA: 5:33 - loss: 478.3664 - logits_profile_predictions_loss: 470.2576 - logcount_predictions_loss: 0.9889 294/1384 [=====>........................] - ETA: 5:32 - loss: 478.3844 - logits_profile_predictions_loss: 470.2754 - logcount_predictions_loss: 0.9889 295/1384 [=====>........................] - ETA: 5:32 - loss: 478.4041 - logits_profile_predictions_loss: 470.2950 - logcount_predictions_loss: 0.9889 296/1384 [=====>........................] - ETA: 5:32 - loss: 478.4245 - logits_profile_predictions_loss: 470.3153 - logcount_predictions_loss: 0.9889 297/1384 [=====>........................] - ETA: 5:31 - loss: 478.4452 - logits_profile_predictions_loss: 470.3360 - logcount_predictions_loss: 0.9889 298/1384 [=====>........................] - ETA: 5:31 - loss: 478.4650 - logits_profile_predictions_loss: 470.3557 - logcount_predictions_loss: 0.9889 299/1384 [=====>........................] - ETA: 5:31 - loss: 478.4855 - logits_profile_predictions_loss: 470.3761 - logcount_predictions_loss: 0.9890 300/1384 [=====>........................] - ETA: 5:30 - loss: 478.5054 - logits_profile_predictions_loss: 470.3959 - logcount_predictions_loss: 0.9890 301/1384 [=====>........................] - ETA: 5:30 - loss: 478.5256 - logits_profile_predictions_loss: 470.4160 - logcount_predictions_loss: 0.9890 302/1384 [=====>........................] - ETA: 5:30 - loss: 478.5465 - logits_profile_predictions_loss: 470.4368 - logcount_predictions_loss: 0.9890 303/1384 [=====>........................] - ETA: 5:30 - loss: 478.5677 - logits_profile_predictions_loss: 470.4579 - logcount_predictions_loss: 0.9890 304/1384 [=====>........................] - ETA: 5:29 - loss: 478.5878 - logits_profile_predictions_loss: 470.4780 - logcount_predictions_loss: 0.9890 305/1384 [=====>........................] - ETA: 5:29 - loss: 478.6084 - logits_profile_predictions_loss: 470.4985 - logcount_predictions_loss: 0.9890 306/1384 [=====>........................] - ETA: 5:29 - loss: 478.6279 - logits_profile_predictions_loss: 470.5179 - logcount_predictions_loss: 0.9890 307/1384 [=====>........................] - ETA: 5:28 - loss: 478.6463 - logits_profile_predictions_loss: 470.5363 - logcount_predictions_loss: 0.9890 308/1384 [=====>........................] - ETA: 5:28 - loss: 478.6640 - logits_profile_predictions_loss: 470.5539 - logcount_predictions_loss: 0.9890 309/1384 [=====>........................] - ETA: 5:28 - loss: 478.6808 - logits_profile_predictions_loss: 470.5706 - logcount_predictions_loss: 0.9891 310/1384 [=====>........................] - ETA: 5:27 - loss: 478.6983 - logits_profile_predictions_loss: 470.5881 - logcount_predictions_loss: 0.9891 311/1384 [=====>........................] - ETA: 5:27 - loss: 478.7153 - logits_profile_predictions_loss: 470.6050 - logcount_predictions_loss: 0.9891 312/1384 [=====>........................] - ETA: 5:27 - loss: 478.7318 - logits_profile_predictions_loss: 470.6214 - logcount_predictions_loss: 0.9891 313/1384 [=====>........................] - ETA: 5:26 - loss: 478.7481 - logits_profile_predictions_loss: 470.6377 - logcount_predictions_loss: 0.9891 314/1384 [=====>........................] - ETA: 5:26 - loss: 478.7634 - logits_profile_predictions_loss: 470.6530 - logcount_predictions_loss: 0.9891 315/1384 [=====>........................] - ETA: 5:26 - loss: 478.7778 - logits_profile_predictions_loss: 470.6673 - logcount_predictions_loss: 0.9891 316/1384 [=====>........................] - ETA: 5:26 - loss: 478.7908 - logits_profile_predictions_loss: 470.6803 - logcount_predictions_loss: 0.9891 317/1384 [=====>........................] - ETA: 5:25 - loss: 478.8037 - logits_profile_predictions_loss: 470.6933 - logcount_predictions_loss: 0.9891 318/1384 [=====>........................] - ETA: 5:25 - loss: 478.8170 - logits_profile_predictions_loss: 470.7066 - logcount_predictions_loss: 0.9891 319/1384 [=====>........................] - ETA: 5:25 - loss: 478.8303 - logits_profile_predictions_loss: 470.7199 - logcount_predictions_loss: 0.9891 320/1384 [=====>........................] - ETA: 5:24 - loss: 478.8451 - logits_profile_predictions_loss: 470.7347 - logcount_predictions_loss: 0.9891 321/1384 [=====>........................] - ETA: 5:24 - loss: 478.8590 - logits_profile_predictions_loss: 470.7487 - logcount_predictions_loss: 0.9891 322/1384 [=====>........................] - ETA: 5:24 - loss: 478.8731 - logits_profile_predictions_loss: 470.7629 - logcount_predictions_loss: 0.9891 323/1384 [======>.......................] - ETA: 5:23 - loss: 478.8878 - logits_profile_predictions_loss: 470.7776 - logcount_predictions_loss: 0.9891 324/1384 [======>.......................] - ETA: 5:23 - loss: 478.9016 - logits_profile_predictions_loss: 470.7915 - logcount_predictions_loss: 0.9890 325/1384 [======>.......................] - ETA: 5:23 - loss: 478.9141 - logits_profile_predictions_loss: 470.8041 - logcount_predictions_loss: 0.9890 326/1384 [======>.......................] - ETA: 5:23 - loss: 478.9267 - logits_profile_predictions_loss: 470.8168 - logcount_predictions_loss: 0.9890 327/1384 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[====>.........................] - ETA: 5:40 - loss: 468.3576 - logits_profile_predictions_loss: 460.7540 - logcount_predictions_loss: 0.9273 270/1384 [====>.........................] - ETA: 5:40 - loss: 468.3648 - logits_profile_predictions_loss: 460.7608 - logcount_predictions_loss: 0.9273 271/1384 [====>.........................] - ETA: 5:39 - loss: 468.3723 - logits_profile_predictions_loss: 460.7681 - logcount_predictions_loss: 0.9273 272/1384 [====>.........................] - ETA: 5:39 - loss: 468.3802 - logits_profile_predictions_loss: 460.7759 - logcount_predictions_loss: 0.9273 273/1384 [====>.........................] - ETA: 5:39 - loss: 468.3900 - logits_profile_predictions_loss: 460.7855 - logcount_predictions_loss: 0.9274 274/1384 [====>.........................] - ETA: 5:38 - loss: 468.4029 - logits_profile_predictions_loss: 460.7980 - logcount_predictions_loss: 0.9274 275/1384 [====>.........................] - ETA: 5:38 - loss: 468.4152 - 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[=====>........................] - ETA: 5:36 - loss: 468.5046 - logits_profile_predictions_loss: 460.8973 - logcount_predictions_loss: 0.9277 283/1384 [=====>........................] - ETA: 5:36 - loss: 468.5166 - logits_profile_predictions_loss: 460.9090 - logcount_predictions_loss: 0.9277 284/1384 [=====>........................] - ETA: 5:35 - loss: 468.5277 - logits_profile_predictions_loss: 460.9197 - logcount_predictions_loss: 0.9278 285/1384 [=====>........................] - ETA: 5:35 - loss: 468.5385 - logits_profile_predictions_loss: 460.9301 - logcount_predictions_loss: 0.9278 286/1384 [=====>........................] - ETA: 5:35 - loss: 468.5504 - logits_profile_predictions_loss: 460.9417 - logcount_predictions_loss: 0.9279 287/1384 [=====>........................] - ETA: 5:34 - loss: 468.5634 - logits_profile_predictions_loss: 460.9542 - logcount_predictions_loss: 0.9279 288/1384 [=====>........................] - ETA: 5:34 - loss: 468.5772 - 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[=====>........................] - ETA: 5:28 - loss: 468.8001 - logits_profile_predictions_loss: 461.1837 - logcount_predictions_loss: 0.9288 309/1384 [=====>........................] - ETA: 5:28 - loss: 468.8103 - logits_profile_predictions_loss: 461.1936 - logcount_predictions_loss: 0.9289 310/1384 [=====>........................] - ETA: 5:27 - loss: 468.8202 - logits_profile_predictions_loss: 461.2032 - logcount_predictions_loss: 0.9289 311/1384 [=====>........................] - ETA: 5:27 - loss: 468.8300 - logits_profile_predictions_loss: 461.2128 - logcount_predictions_loss: 0.9289 312/1384 [=====>........................] - ETA: 5:27 - loss: 468.8391 - logits_profile_predictions_loss: 461.2216 - logcount_predictions_loss: 0.9290 313/1384 [=====>........................] - ETA: 5:27 - loss: 468.8486 - logits_profile_predictions_loss: 461.2308 - logcount_predictions_loss: 0.9290 314/1384 [=====>........................] - ETA: 5:26 - loss: 468.8583 - 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[===========================>..] - ETA: 14s - loss: 472.8999 - logits_profile_predictions_loss: 465.2234 - logcount_predictions_loss: 0.9362 1337/1384 [===========================>..] - ETA: 14s - loss: 472.9027 - logits_profile_predictions_loss: 465.2262 - logcount_predictions_loss: 0.9362 1338/1384 [============================>.] - ETA: 14s - loss: 472.9054 - logits_profile_predictions_loss: 465.2289 - logcount_predictions_loss: 0.9362 1339/1384 [============================>.] - ETA: 13s - loss: 472.9082 - logits_profile_predictions_loss: 465.2315 - logcount_predictions_loss: 0.9362 1340/1384 [============================>.] - ETA: 13s - loss: 472.9109 - logits_profile_predictions_loss: 465.2342 - logcount_predictions_loss: 0.9362 1341/1384 [============================>.] - ETA: 13s - loss: 472.9135 - logits_profile_predictions_loss: 465.2368 - logcount_predictions_loss: 0.9362 1342/1384 [============================>.] - ETA: 12s - loss: 472.9162 - 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[============================>.] - ETA: 10s - loss: 472.9350 - logits_profile_predictions_loss: 465.2580 - logcount_predictions_loss: 0.9362 1350/1384 [============================>.] - ETA: 10s - loss: 472.9378 - logits_profile_predictions_loss: 465.2608 - logcount_predictions_loss: 0.9362 1351/1384 [============================>.] - ETA: 10s - loss: 472.9406 - logits_profile_predictions_loss: 465.2635 - logcount_predictions_loss: 0.9362 1352/1384 [============================>.] - ETA: 9s - loss: 472.9434 - logits_profile_predictions_loss: 465.2662 - logcount_predictions_loss: 0.9362  1353/1384 [============================>.] - ETA: 9s - loss: 472.9461 - logits_profile_predictions_loss: 465.2689 - logcount_predictions_loss: 0.9362 1354/1384 [============================>.] - ETA: 9s - loss: 472.9488 - logits_profile_predictions_loss: 465.2716 - logcount_predictions_loss: 0.9362 1355/1384 [============================>.] - ETA: 8s - loss: 472.9515 - logits_profile_predictions_loss: 465.2742 - logcount_predictions_loss: 0.9363 1356/1384 [============================>.] - ETA: 8s - loss: 472.9542 - logits_profile_predictions_loss: 465.2769 - logcount_predictions_loss: 0.9363 1357/1384 [============================>.] - ETA: 8s - loss: 472.9569 - logits_profile_predictions_loss: 465.2795 - logcount_predictions_loss: 0.9363 1358/1384 [============================>.] - ETA: 7s - loss: 472.9595 - logits_profile_predictions_loss: 465.2821 - logcount_predictions_loss: 0.9363 1359/1384 [============================>.] - ETA: 7s - loss: 472.9621 - logits_profile_predictions_loss: 465.2846 - logcount_predictions_loss: 0.9363 1360/1384 [============================>.] - ETA: 7s - loss: 472.9646 - logits_profile_predictions_loss: 465.2871 - logcount_predictions_loss: 0.9363 1361/1384 [============================>.] - ETA: 7s - loss: 472.9671 - logits_profile_predictions_loss: 465.2895 - logcount_predictions_loss: 0.9363 1362/1384 [============================>.] - ETA: 6s - 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1369/1384 [============================>.] - ETA: 4s - loss: 472.9871 - logits_profile_predictions_loss: 465.3092 - logcount_predictions_loss: 0.9363 1370/1384 [============================>.] - ETA: 4s - loss: 472.9897 - logits_profile_predictions_loss: 465.3117 - logcount_predictions_loss: 0.9363 1371/1384 [============================>.] - ETA: 3s - loss: 472.9923 - logits_profile_predictions_loss: 465.3143 - logcount_predictions_loss: 0.9363 1372/1384 [============================>.] - ETA: 3s - loss: 472.9949 - logits_profile_predictions_loss: 465.3168 - logcount_predictions_loss: 0.9363 1373/1384 [============================>.] - ETA: 3s - loss: 472.9975 - logits_profile_predictions_loss: 465.3194 - logcount_predictions_loss: 0.9363 1374/1384 [============================>.] - ETA: 3s - loss: 473.0001 - logits_profile_predictions_loss: 465.3219 - logcount_predictions_loss: 0.9364 1375/1384 [============================>.] - ETA: 2s - loss: 473.0027 - logits_profile_predictions_loss: 465.3245 - logcount_predictions_loss: 0.9364 1376/1384 [============================>.] - ETA: 2s - loss: 473.0053 - logits_profile_predictions_loss: 465.3271 - logcount_predictions_loss: 0.9364 1377/1384 [============================>.] - ETA: 2s - loss: 473.0078 - logits_profile_predictions_loss: 465.3295 - logcount_predictions_loss: 0.9364 1378/1384 [============================>.] - ETA: 1s - loss: 473.0103 - logits_profile_predictions_loss: 465.3320 - logcount_predictions_loss: 0.9364 1379/1384 [============================>.] - ETA: 1s - loss: 473.0128 - logits_profile_predictions_loss: 465.3344 - logcount_predictions_loss: 0.9364 1380/1384 [============================>.] - ETA: 1s - loss: 473.0154 - logits_profile_predictions_loss: 465.3370 - logcount_predictions_loss: 0.9364 1381/1384 [============================>.] - ETA: 0s - loss: 473.0180 - logits_profile_predictions_loss: 465.3395 - logcount_predictions_loss: 0.9364 1382/1384 [============================>.] - ETA: 0s - loss: 473.0205 - logits_profile_predictions_loss: 465.3421 - logcount_predictions_loss: 0.9364 1383/1384 [============================>.] - ETA: 0s - loss: 473.0231 - logits_profile_predictions_loss: 465.3446 - logcount_predictions_loss: 0.9364 1384/1384 [==============================] - ETA: 0s - loss: 473.0257 - logits_profile_predictions_loss: 465.3471 - logcount_predictions_loss: 0.9364 1384/1384 [==============================] - 439s 317ms/step - loss: 473.0283 - logits_profile_predictions_loss: 465.3497 - logcount_predictions_loss: 0.9364 - val_loss: 521.5031 - val_logits_profile_predictions_loss: 513.5286 - val_logcount_predictions_loss: 0.9725 Epoch 00007: val_loss did not improve from 515.93512 Epoch 8/50 1/1384 [..............................] - ETA: 7:12 - loss: 439.0460 - logits_profile_predictions_loss: 430.6425 - logcount_predictions_loss: 1.0248 2/1384 [..............................] - ETA: 7:00 - loss: 447.2238 - logits_profile_predictions_loss: 439.3345 - logcount_predictions_loss: 0.9621 3/1384 [..............................] - ETA: 6:59 - loss: 454.8086 - logits_profile_predictions_loss: 447.1214 - logcount_predictions_loss: 0.9375 4/1384 [..............................] - ETA: 6:59 - loss: 456.8711 - logits_profile_predictions_loss: 449.1821 - logcount_predictions_loss: 0.9377 5/1384 [..............................] - ETA: 6:59 - loss: 454.4394 - logits_profile_predictions_loss: 446.8607 - logcount_predictions_loss: 0.9242 6/1384 [..............................] - ETA: 6:59 - loss: 453.6810 - logits_profile_predictions_loss: 446.2361 - logcount_predictions_loss: 0.9079 7/1384 [..............................] - ETA: 6:59 - loss: 455.6760 - logits_profile_predictions_loss: 448.3166 - logcount_predictions_loss: 0.8975 8/1384 [..............................] - ETA: 6:58 - loss: 457.5832 - logits_profile_predictions_loss: 450.2339 - logcount_predictions_loss: 0.8963 9/1384 [..............................] - ETA: 6:58 - loss: 458.1886 - logits_profile_predictions_loss: 450.8477 - logcount_predictions_loss: 0.8952 10/1384 [..............................] - ETA: 6:58 - loss: 458.7112 - logits_profile_predictions_loss: 451.3716 - logcount_predictions_loss: 0.8951 11/1384 [..............................] - ETA: 6:57 - loss: 459.0130 - logits_profile_predictions_loss: 451.6601 - logcount_predictions_loss: 0.8967 12/1384 [..............................] - ETA: 6:57 - loss: 459.8311 - logits_profile_predictions_loss: 452.4607 - logcount_predictions_loss: 0.8988 13/1384 [..............................] - ETA: 6:57 - loss: 460.5152 - logits_profile_predictions_loss: 453.1002 - logcount_predictions_loss: 0.9043 14/1384 [..............................] - ETA: 6:57 - loss: 460.8422 - logits_profile_predictions_loss: 453.3909 - logcount_predictions_loss: 0.9087 15/1384 [..............................] - ETA: 6:56 - loss: 461.4522 - logits_profile_predictions_loss: 453.9568 - logcount_predictions_loss: 0.9141 16/1384 [..............................] - ETA: 6:56 - loss: 461.8393 - logits_profile_predictions_loss: 454.2970 - logcount_predictions_loss: 0.9198 17/1384 [..............................] - ETA: 6:56 - loss: 462.0790 - logits_profile_predictions_loss: 454.5051 - logcount_predictions_loss: 0.9236 18/1384 [..............................] - ETA: 6:55 - loss: 461.9976 - logits_profile_predictions_loss: 454.3990 - logcount_predictions_loss: 0.9267 19/1384 [..............................] - ETA: 6:55 - loss: 462.0187 - logits_profile_predictions_loss: 454.3910 - logcount_predictions_loss: 0.9302 20/1384 [..............................] - ETA: 6:55 - loss: 462.0878 - logits_profile_predictions_loss: 454.4243 - logcount_predictions_loss: 0.9346 21/1384 [..............................] - ETA: 6:54 - loss: 462.1351 - logits_profile_predictions_loss: 454.4420 - logcount_predictions_loss: 0.9382 22/1384 [..............................] - ETA: 6:54 - loss: 462.0070 - logits_profile_predictions_loss: 454.2934 - logcount_predictions_loss: 0.9407 23/1384 [..............................] - ETA: 6:54 - loss: 462.0867 - logits_profile_predictions_loss: 454.3595 - logcount_predictions_loss: 0.9423 24/1384 [..............................] - ETA: 6:54 - loss: 461.9525 - logits_profile_predictions_loss: 454.2117 - logcount_predictions_loss: 0.9440 25/1384 [..............................] - ETA: 6:53 - loss: 461.8832 - logits_profile_predictions_loss: 454.1309 - logcount_predictions_loss: 0.9454 26/1384 [..............................] - ETA: 6:53 - loss: 461.9946 - logits_profile_predictions_loss: 454.2336 - logcount_predictions_loss: 0.9465 27/1384 [..............................] - ETA: 6:53 - loss: 462.0249 - logits_profile_predictions_loss: 454.2536 - logcount_predictions_loss: 0.9477 28/1384 [..............................] - ETA: 6:52 - loss: 462.1732 - logits_profile_predictions_loss: 454.3926 - logcount_predictions_loss: 0.9489 29/1384 [..............................] - ETA: 6:52 - loss: 462.3750 - logits_profile_predictions_loss: 454.5861 - logcount_predictions_loss: 0.9499 30/1384 [..............................] - ETA: 6:52 - loss: 462.5418 - logits_profile_predictions_loss: 454.7474 - logcount_predictions_loss: 0.9505 31/1384 [..............................] - ETA: 6:52 - loss: 462.7922 - logits_profile_predictions_loss: 454.9932 - logcount_predictions_loss: 0.9511 32/1384 [..............................] - ETA: 6:51 - loss: 462.9704 - logits_profile_predictions_loss: 455.1674 - logcount_predictions_loss: 0.9516 33/1384 [..............................] - ETA: 6:51 - loss: 463.0470 - logits_profile_predictions_loss: 455.2416 - logcount_predictions_loss: 0.9519 34/1384 [..............................] - ETA: 6:51 - loss: 463.1868 - logits_profile_predictions_loss: 455.3802 - logcount_predictions_loss: 0.9520 35/1384 [..............................] - ETA: 6:50 - loss: 463.2679 - logits_profile_predictions_loss: 455.4615 - logcount_predictions_loss: 0.9520 36/1384 [..............................] - ETA: 6:50 - loss: 463.2762 - logits_profile_predictions_loss: 455.4696 - logcount_predictions_loss: 0.9520 37/1384 [..............................] - ETA: 6:50 - loss: 463.3134 - logits_profile_predictions_loss: 455.5083 - logcount_predictions_loss: 0.9518 38/1384 [..............................] - ETA: 6:49 - loss: 463.3790 - logits_profile_predictions_loss: 455.5742 - logcount_predictions_loss: 0.9518 39/1384 [..............................] - ETA: 6:49 - loss: 463.4901 - logits_profile_predictions_loss: 455.6872 - logcount_predictions_loss: 0.9516 40/1384 [..............................] - ETA: 6:49 - loss: 463.7320 - logits_profile_predictions_loss: 455.9317 - logcount_predictions_loss: 0.9513 41/1384 [..............................] - ETA: 6:49 - loss: 464.0193 - logits_profile_predictions_loss: 456.2219 - logcount_predictions_loss: 0.9509 42/1384 [..............................] - ETA: 6:48 - loss: 464.2542 - logits_profile_predictions_loss: 456.4585 - logcount_predictions_loss: 0.9507 43/1384 [..............................] - ETA: 6:48 - loss: 464.5302 - logits_profile_predictions_loss: 456.7366 - logcount_predictions_loss: 0.9504 44/1384 [..............................] - ETA: 6:48 - loss: 464.8207 - logits_profile_predictions_loss: 457.0293 - logcount_predictions_loss: 0.9502 45/1384 [..............................] - ETA: 6:47 - loss: 465.0944 - logits_profile_predictions_loss: 457.3056 - logcount_predictions_loss: 0.9499 46/1384 [..............................] - ETA: 6:47 - loss: 465.3938 - logits_profile_predictions_loss: 457.6077 - logcount_predictions_loss: 0.9495 47/1384 [>.............................] - ETA: 6:47 - loss: 465.6513 - logits_profile_predictions_loss: 457.8681 - logcount_predictions_loss: 0.9492 48/1384 [>.............................] - ETA: 6:46 - loss: 465.8674 - logits_profile_predictions_loss: 458.0878 - logcount_predictions_loss: 0.9487 49/1384 [>.............................] - ETA: 6:46 - loss: 466.0521 - logits_profile_predictions_loss: 458.2765 - logcount_predictions_loss: 0.9482 50/1384 [>.............................] - ETA: 6:46 - loss: 466.2383 - logits_profile_predictions_loss: 458.4663 - logcount_predictions_loss: 0.9478 51/1384 [>.............................] - ETA: 6:46 - loss: 466.4347 - logits_profile_predictions_loss: 458.6669 - logcount_predictions_loss: 0.9473 52/1384 [>.............................] - ETA: 6:45 - loss: 466.6195 - logits_profile_predictions_loss: 458.8552 - logcount_predictions_loss: 0.9469 53/1384 [>.............................] - ETA: 6:45 - loss: 466.7650 - logits_profile_predictions_loss: 459.0049 - logcount_predictions_loss: 0.9464 54/1384 [>.............................] - ETA: 6:45 - loss: 466.9231 - logits_profile_predictions_loss: 459.1673 - logcount_predictions_loss: 0.9458 55/1384 [>.............................] - ETA: 6:44 - loss: 467.0852 - logits_profile_predictions_loss: 459.3329 - logcount_predictions_loss: 0.9454 56/1384 [>.............................] - ETA: 6:44 - loss: 467.2659 - logits_profile_predictions_loss: 459.5173 - logcount_predictions_loss: 0.9449 57/1384 [>.............................] - ETA: 6:44 - loss: 467.4232 - logits_profile_predictions_loss: 459.6779 - logcount_predictions_loss: 0.9445 58/1384 [>.............................] - ETA: 6:44 - loss: 467.5371 - logits_profile_predictions_loss: 459.7951 - logcount_predictions_loss: 0.9442 59/1384 [>.............................] - ETA: 6:43 - loss: 467.6313 - logits_profile_predictions_loss: 459.8925 - logcount_predictions_loss: 0.9438 60/1384 [>.............................] - ETA: 6:43 - loss: 467.7269 - logits_profile_predictions_loss: 459.9918 - logcount_predictions_loss: 0.9433 61/1384 [>.............................] - ETA: 6:43 - loss: 467.8126 - logits_profile_predictions_loss: 460.0813 - logcount_predictions_loss: 0.9428 62/1384 [>.............................] - ETA: 6:43 - loss: 467.9162 - logits_profile_predictions_loss: 460.1890 - logcount_predictions_loss: 0.9424 63/1384 [>.............................] - ETA: 6:42 - loss: 468.0325 - logits_profile_predictions_loss: 460.3091 - logcount_predictions_loss: 0.9419 64/1384 [>.............................] - ETA: 6:42 - loss: 468.1642 - logits_profile_predictions_loss: 460.4446 - logcount_predictions_loss: 0.9414 65/1384 [>.............................] - ETA: 6:42 - loss: 468.3190 - logits_profile_predictions_loss: 460.6028 - logcount_predictions_loss: 0.9410 66/1384 [>.............................] - ETA: 6:41 - loss: 468.4534 - logits_profile_predictions_loss: 460.7407 - logcount_predictions_loss: 0.9406 67/1384 [>.............................] - ETA: 6:41 - loss: 468.6063 - logits_profile_predictions_loss: 460.8967 - logcount_predictions_loss: 0.9402 68/1384 [>.............................] - ETA: 6:41 - loss: 468.7554 - logits_profile_predictions_loss: 461.0487 - logcount_predictions_loss: 0.9398 69/1384 [>.............................] - ETA: 6:40 - loss: 468.8777 - logits_profile_predictions_loss: 461.1742 - logcount_predictions_loss: 0.9394 70/1384 [>.............................] - ETA: 6:40 - loss: 469.0081 - logits_profile_predictions_loss: 461.3080 - logcount_predictions_loss: 0.9391 71/1384 [>.............................] - ETA: 6:40 - loss: 469.1373 - logits_profile_predictions_loss: 461.4404 - logcount_predictions_loss: 0.9386 72/1384 [>.............................] - ETA: 6:40 - loss: 469.2580 - logits_profile_predictions_loss: 461.5646 - logcount_predictions_loss: 0.9382 73/1384 [>.............................] - ETA: 6:39 - loss: 469.3987 - logits_profile_predictions_loss: 461.7088 - logcount_predictions_loss: 0.9378 74/1384 [>.............................] - ETA: 6:39 - loss: 469.5261 - logits_profile_predictions_loss: 461.8396 - logcount_predictions_loss: 0.9374 75/1384 [>.............................] - ETA: 6:39 - loss: 469.6463 - logits_profile_predictions_loss: 461.9634 - logcount_predictions_loss: 0.9369 76/1384 [>.............................] - ETA: 6:38 - loss: 469.7654 - logits_profile_predictions_loss: 462.0864 - logcount_predictions_loss: 0.9365 77/1384 [>.............................] - ETA: 6:38 - loss: 469.8861 - logits_profile_predictions_loss: 462.2105 - logcount_predictions_loss: 0.9361 78/1384 [>.............................] - ETA: 6:38 - loss: 469.9882 - logits_profile_predictions_loss: 462.3161 - logcount_predictions_loss: 0.9356 79/1384 [>.............................] - ETA: 6:37 - loss: 470.0788 - logits_profile_predictions_loss: 462.4107 - logcount_predictions_loss: 0.9351 80/1384 [>.............................] - ETA: 6:37 - loss: 470.1519 - logits_profile_predictions_loss: 462.4881 - logcount_predictions_loss: 0.9346 81/1384 [>.............................] - ETA: 6:37 - loss: 470.2269 - logits_profile_predictions_loss: 462.5676 - logcount_predictions_loss: 0.9341 82/1384 [>.............................] - ETA: 6:37 - loss: 470.2990 - logits_profile_predictions_loss: 462.6436 - logcount_predictions_loss: 0.9336 83/1384 [>.............................] - ETA: 6:36 - loss: 470.3758 - logits_profile_predictions_loss: 462.7240 - logcount_predictions_loss: 0.9332 84/1384 [>.............................] - ETA: 6:36 - loss: 470.4415 - logits_profile_predictions_loss: 462.7930 - logcount_predictions_loss: 0.9328 85/1384 [>.............................] - ETA: 6:36 - loss: 470.4968 - logits_profile_predictions_loss: 462.8517 - logcount_predictions_loss: 0.9323 86/1384 [>.............................] - ETA: 6:35 - loss: 470.5633 - logits_profile_predictions_loss: 462.9217 - logcount_predictions_loss: 0.9319 87/1384 [>.............................] - ETA: 6:35 - loss: 470.6190 - logits_profile_predictions_loss: 462.9807 - logcount_predictions_loss: 0.9315 88/1384 [>.............................] - ETA: 6:35 - 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[============================>.] - ETA: 12s - loss: 472.4129 - logits_profile_predictions_loss: 464.9277 - logcount_predictions_loss: 0.9128 1345/1384 [============================>.] - ETA: 11s - loss: 472.4111 - logits_profile_predictions_loss: 464.9259 - logcount_predictions_loss: 0.9128 1346/1384 [============================>.] - ETA: 11s - loss: 472.4093 - logits_profile_predictions_loss: 464.9241 - logcount_predictions_loss: 0.9128 1347/1384 [============================>.] - ETA: 11s - loss: 472.4074 - logits_profile_predictions_loss: 464.9223 - logcount_predictions_loss: 0.9128 1348/1384 [============================>.] - ETA: 11s - loss: 472.4056 - logits_profile_predictions_loss: 464.9205 - logcount_predictions_loss: 0.9128 1349/1384 [============================>.] - ETA: 10s - loss: 472.4037 - logits_profile_predictions_loss: 464.9186 - logcount_predictions_loss: 0.9128 1350/1384 [============================>.] - ETA: 10s - loss: 472.4019 - 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logits_profile_predictions_loss: 464.8636 - logcount_predictions_loss: 0.9127 1384/1384 [==============================] - ETA: 0s - loss: 472.3466 - logits_profile_predictions_loss: 464.8621 - logcount_predictions_loss: 0.9127 1384/1384 [==============================] - 439s 317ms/step - loss: 472.3450 - logits_profile_predictions_loss: 464.8606 - logcount_predictions_loss: 0.9127 - val_loss: 515.4481 - val_logits_profile_predictions_loss: 506.8459 - val_logcount_predictions_loss: 1.0491 Epoch 00008: val_loss improved from 515.93512 to 515.44806, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR467MSP//chrombppnet_model_encsr283tme_bias_fold_3/chrombpnet.h5 Epoch 9/50 1/1384 [..............................] - ETA: 7:17 - loss: 459.7957 - logits_profile_predictions_loss: 452.6141 - logcount_predictions_loss: 0.8758 2/1384 [..............................] - ETA: 6:59 - loss: 453.5039 - logits_profile_predictions_loss: 445.5764 - logcount_predictions_loss: 0.9668 3/1384 [..............................] - ETA: 6:58 - loss: 456.5111 - logits_profile_predictions_loss: 448.3204 - logcount_predictions_loss: 0.9989 4/1384 [..............................] - ETA: 6:59 - loss: 456.7031 - logits_profile_predictions_loss: 448.5327 - logcount_predictions_loss: 0.9964 5/1384 [..............................] - ETA: 6:59 - loss: 456.3209 - logits_profile_predictions_loss: 448.1572 - logcount_predictions_loss: 0.9956 6/1384 [..............................] - ETA: 6:58 - loss: 456.1503 - logits_profile_predictions_loss: 447.9735 - logcount_predictions_loss: 0.9972 7/1384 [..............................] - ETA: 6:58 - loss: 455.5613 - logits_profile_predictions_loss: 447.3946 - logcount_predictions_loss: 0.9959 8/1384 [..............................] - ETA: 6:58 - loss: 453.6465 - logits_profile_predictions_loss: 445.5066 - logcount_predictions_loss: 0.9927 9/1384 [..............................] - ETA: 6:57 - loss: 452.8269 - 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[..............................] - ETA: 6:55 - loss: 451.5537 - logits_profile_predictions_loss: 443.5827 - logcount_predictions_loss: 0.9721 17/1384 [..............................] - ETA: 6:55 - loss: 452.1227 - logits_profile_predictions_loss: 444.1724 - logcount_predictions_loss: 0.9696 18/1384 [..............................] - ETA: 6:55 - loss: 452.7124 - logits_profile_predictions_loss: 444.7799 - logcount_predictions_loss: 0.9674 19/1384 [..............................] - ETA: 6:55 - loss: 453.3525 - logits_profile_predictions_loss: 445.4417 - logcount_predictions_loss: 0.9647 20/1384 [..............................] - ETA: 6:54 - loss: 453.8149 - logits_profile_predictions_loss: 445.9236 - logcount_predictions_loss: 0.9624 21/1384 [..............................] - ETA: 6:54 - loss: 454.0474 - logits_profile_predictions_loss: 446.1759 - logcount_predictions_loss: 0.9599 22/1384 [..............................] - ETA: 6:54 - loss: 454.3689 - logits_profile_predictions_loss: 446.5230 - logcount_predictions_loss: 0.9568 23/1384 [..............................] - ETA: 6:54 - loss: 454.5321 - logits_profile_predictions_loss: 446.7082 - logcount_predictions_loss: 0.9541 24/1384 [..............................] - ETA: 6:53 - loss: 454.7420 - logits_profile_predictions_loss: 446.9383 - logcount_predictions_loss: 0.9517 25/1384 [..............................] - ETA: 6:53 - loss: 455.0437 - logits_profile_predictions_loss: 447.2586 - logcount_predictions_loss: 0.9494 26/1384 [..............................] - ETA: 6:53 - loss: 455.3615 - logits_profile_predictions_loss: 447.5954 - logcount_predictions_loss: 0.9471 27/1384 [..............................] - ETA: 6:52 - loss: 455.5769 - logits_profile_predictions_loss: 447.8300 - logcount_predictions_loss: 0.9448 28/1384 [..............................] - ETA: 6:52 - loss: 455.7893 - logits_profile_predictions_loss: 448.0580 - logcount_predictions_loss: 0.9428 29/1384 [..............................] - ETA: 6:52 - 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36/1384 [..............................] - ETA: 6:50 - loss: 457.3053 - logits_profile_predictions_loss: 449.6505 - logcount_predictions_loss: 0.9335 37/1384 [..............................] - ETA: 6:49 - loss: 457.2907 - logits_profile_predictions_loss: 449.6400 - logcount_predictions_loss: 0.9330 38/1384 [..............................] - ETA: 6:49 - loss: 457.2514 - logits_profile_predictions_loss: 449.6056 - logcount_predictions_loss: 0.9324 39/1384 [..............................] - ETA: 6:49 - loss: 457.1715 - logits_profile_predictions_loss: 449.5304 - logcount_predictions_loss: 0.9319 40/1384 [..............................] - ETA: 6:49 - loss: 457.0723 - logits_profile_predictions_loss: 449.4339 - logcount_predictions_loss: 0.9315 41/1384 [..............................] - ETA: 6:48 - loss: 456.9771 - logits_profile_predictions_loss: 449.3409 - logcount_predictions_loss: 0.9313 42/1384 [..............................] - ETA: 6:48 - loss: 456.8928 - 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[>.............................] - ETA: 6:46 - loss: 456.4990 - logits_profile_predictions_loss: 448.8723 - logcount_predictions_loss: 0.9301 50/1384 [>.............................] - ETA: 6:46 - loss: 456.4207 - logits_profile_predictions_loss: 448.7956 - logcount_predictions_loss: 0.9299 51/1384 [>.............................] - ETA: 6:45 - loss: 456.3517 - logits_profile_predictions_loss: 448.7285 - logcount_predictions_loss: 0.9297 52/1384 [>.............................] - ETA: 6:45 - loss: 456.2420 - logits_profile_predictions_loss: 448.6212 - logcount_predictions_loss: 0.9294 53/1384 [>.............................] - ETA: 6:45 - loss: 456.1355 - logits_profile_predictions_loss: 448.5180 - logcount_predictions_loss: 0.9290 54/1384 [>.............................] - ETA: 6:44 - loss: 456.0163 - logits_profile_predictions_loss: 448.4022 - logcount_predictions_loss: 0.9286 55/1384 [>.............................] - ETA: 6:44 - loss: 455.9323 - logits_profile_predictions_loss: 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[>.............................] - ETA: 6:36 - loss: 455.5067 - logits_profile_predictions_loss: 447.9984 - logcount_predictions_loss: 0.9157 83/1384 [>.............................] - ETA: 6:36 - loss: 455.5168 - logits_profile_predictions_loss: 448.0116 - logcount_predictions_loss: 0.9153 84/1384 [>.............................] - ETA: 6:36 - loss: 455.5355 - logits_profile_predictions_loss: 448.0336 - logcount_predictions_loss: 0.9149 85/1384 [>.............................] - ETA: 6:35 - loss: 455.5645 - logits_profile_predictions_loss: 448.0655 - logcount_predictions_loss: 0.9145 86/1384 [>.............................] - ETA: 6:35 - loss: 455.5939 - logits_profile_predictions_loss: 448.0979 - logcount_predictions_loss: 0.9142 87/1384 [>.............................] - ETA: 6:35 - loss: 455.6279 - logits_profile_predictions_loss: 448.1347 - logcount_predictions_loss: 0.9138 88/1384 [>.............................] - ETA: 6:34 - loss: 455.6755 - logits_profile_predictions_loss: 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[==>...........................] - ETA: 6:05 - loss: 458.9125 - logits_profile_predictions_loss: 451.5992 - logcount_predictions_loss: 0.8919 182/1384 [==>...........................] - ETA: 6:04 - loss: 458.9454 - logits_profile_predictions_loss: 451.6333 - logcount_predictions_loss: 0.8917 183/1384 [==>...........................] - ETA: 6:04 - loss: 458.9771 - logits_profile_predictions_loss: 451.6661 - logcount_predictions_loss: 0.8916 184/1384 [==>...........................] - ETA: 6:04 - loss: 459.0110 - logits_profile_predictions_loss: 451.7011 - logcount_predictions_loss: 0.8915 185/1384 [===>..........................] - ETA: 6:04 - loss: 459.0506 - logits_profile_predictions_loss: 451.7419 - logcount_predictions_loss: 0.8913 186/1384 [===>..........................] - ETA: 6:03 - loss: 459.0902 - logits_profile_predictions_loss: 451.7826 - logcount_predictions_loss: 0.8912 187/1384 [===>..........................] - ETA: 6:03 - loss: 459.1326 - 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logits_profile_predictions_loss: 452.3567 - logcount_predictions_loss: 0.8897 201/1384 [===>..........................] - ETA: 5:59 - loss: 459.6886 - logits_profile_predictions_loss: 452.3936 - logcount_predictions_loss: 0.8896 202/1384 [===>..........................] - ETA: 5:59 - loss: 459.7229 - logits_profile_predictions_loss: 452.4286 - logcount_predictions_loss: 0.8896 203/1384 [===>..........................] - ETA: 5:58 - loss: 459.7563 - logits_profile_predictions_loss: 452.4628 - logcount_predictions_loss: 0.8895 204/1384 [===>..........................] - ETA: 5:58 - loss: 459.7893 - logits_profile_predictions_loss: 452.4965 - logcount_predictions_loss: 0.8894 205/1384 [===>..........................] - ETA: 5:58 - loss: 459.8240 - logits_profile_predictions_loss: 452.5318 - logcount_predictions_loss: 0.8893 206/1384 [===>..........................] - ETA: 5:57 - loss: 459.8570 - logits_profile_predictions_loss: 452.5655 - logcount_predictions_loss: 0.8892 207/1384 [===>..........................] - ETA: 5:57 - loss: 459.8904 - logits_profile_predictions_loss: 452.5997 - logcount_predictions_loss: 0.8891 208/1384 [===>..........................] - ETA: 5:57 - loss: 459.9248 - logits_profile_predictions_loss: 452.6348 - logcount_predictions_loss: 0.8890 209/1384 [===>..........................] - ETA: 5:57 - loss: 459.9588 - logits_profile_predictions_loss: 452.6694 - logcount_predictions_loss: 0.8890 210/1384 [===>..........................] - ETA: 5:56 - loss: 459.9903 - logits_profile_predictions_loss: 452.7015 - logcount_predictions_loss: 0.8889 211/1384 [===>..........................] - ETA: 5:56 - loss: 460.0222 - logits_profile_predictions_loss: 452.7340 - logcount_predictions_loss: 0.8888 212/1384 [===>..........................] - ETA: 5:56 - loss: 460.0528 - logits_profile_predictions_loss: 452.7652 - logcount_predictions_loss: 0.8887 213/1384 [===>..........................] - ETA: 5:55 - loss: 460.0859 - 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[==============================] - ETA: 0s - loss: 466.3942 - logits_profile_predictions_loss: 459.1802 - logcount_predictions_loss: 0.8798 1384/1384 [==============================] - 439s 317ms/step - loss: 466.3945 - logits_profile_predictions_loss: 459.1805 - logcount_predictions_loss: 0.8798 - val_loss: 511.9320 - val_logits_profile_predictions_loss: 503.7280 - val_logcount_predictions_loss: 1.0005 Epoch 00009: val_loss improved from 515.44806 to 511.93204, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR467MSP//chrombppnet_model_encsr283tme_bias_fold_3/chrombpnet.h5 Epoch 10/50 1/1384 [..............................] - ETA: 7:18 - loss: 421.0596 - logits_profile_predictions_loss: 414.2127 - logcount_predictions_loss: 0.8350 2/1384 [..............................] - ETA: 6:59 - loss: 450.5382 - logits_profile_predictions_loss: 442.6459 - logcount_predictions_loss: 0.9625 3/1384 [..............................] - ETA: 6:59 - loss: 447.9113 - logits_profile_predictions_loss: 439.8865 - logcount_predictions_loss: 0.9786 4/1384 [..............................] - ETA: 6:59 - loss: 444.8603 - logits_profile_predictions_loss: 436.7417 - logcount_predictions_loss: 0.9901 5/1384 [..............................] - ETA: 6:59 - loss: 446.2206 - logits_profile_predictions_loss: 438.1325 - logcount_predictions_loss: 0.9864 6/1384 [..............................] - ETA: 6:59 - loss: 445.0586 - logits_profile_predictions_loss: 437.0103 - logcount_predictions_loss: 0.9815 7/1384 [..............................] - ETA: 6:58 - loss: 444.1378 - logits_profile_predictions_loss: 436.1219 - logcount_predictions_loss: 0.9776 8/1384 [..............................] - ETA: 6:58 - loss: 445.5261 - logits_profile_predictions_loss: 437.5246 - logcount_predictions_loss: 0.9758 9/1384 [..............................] - ETA: 6:58 - loss: 446.0671 - logits_profile_predictions_loss: 438.0695 - logcount_predictions_loss: 0.9753 10/1384 [..............................] - ETA: 6:58 - loss: 446.1764 - logits_profile_predictions_loss: 438.1692 - logcount_predictions_loss: 0.9765 11/1384 [..............................] - ETA: 6:57 - loss: 446.5505 - logits_profile_predictions_loss: 438.5522 - logcount_predictions_loss: 0.9754 12/1384 [..............................] - ETA: 6:57 - loss: 447.8846 - logits_profile_predictions_loss: 439.9029 - logcount_predictions_loss: 0.9734 13/1384 [..............................] - ETA: 6:57 - loss: 448.5961 - logits_profile_predictions_loss: 440.6225 - logcount_predictions_loss: 0.9724 14/1384 [..............................] - ETA: 6:56 - loss: 449.1638 - logits_profile_predictions_loss: 441.2074 - logcount_predictions_loss: 0.9703 15/1384 [..............................] - ETA: 6:56 - loss: 449.9333 - logits_profile_predictions_loss: 441.9902 - logcount_predictions_loss: 0.9687 16/1384 [..............................] - ETA: 6:56 - loss: 450.7624 - logits_profile_predictions_loss: 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[..............................] - ETA: 6:48 - loss: 460.0649 - logits_profile_predictions_loss: 452.4070 - logcount_predictions_loss: 0.9339 44/1384 [..............................] - ETA: 6:48 - loss: 460.0038 - logits_profile_predictions_loss: 452.3533 - logcount_predictions_loss: 0.9330 45/1384 [..............................] - ETA: 6:48 - loss: 459.9566 - logits_profile_predictions_loss: 452.3134 - logcount_predictions_loss: 0.9321 46/1384 [..............................] - ETA: 6:47 - loss: 459.8885 - logits_profile_predictions_loss: 452.2522 - logcount_predictions_loss: 0.9313 47/1384 [>.............................] - ETA: 6:47 - loss: 459.8262 - logits_profile_predictions_loss: 452.1963 - logcount_predictions_loss: 0.9305 48/1384 [>.............................] - ETA: 6:47 - loss: 459.7397 - logits_profile_predictions_loss: 452.1165 - logcount_predictions_loss: 0.9296 49/1384 [>.............................] - ETA: 6:46 - loss: 459.6370 - logits_profile_predictions_loss: 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[=>............................] - ETA: 6:29 - loss: 457.7020 - logits_profile_predictions_loss: 450.3520 - logcount_predictions_loss: 0.8963 110/1384 [=>............................] - ETA: 6:28 - loss: 457.6927 - logits_profile_predictions_loss: 450.3455 - logcount_predictions_loss: 0.8960 111/1384 [=>............................] - ETA: 6:28 - loss: 457.6806 - logits_profile_predictions_loss: 450.3361 - logcount_predictions_loss: 0.8957 112/1384 [=>............................] - ETA: 6:28 - loss: 457.6649 - logits_profile_predictions_loss: 450.3233 - logcount_predictions_loss: 0.8953 113/1384 [=>............................] - ETA: 6:27 - loss: 457.6571 - logits_profile_predictions_loss: 450.3181 - logcount_predictions_loss: 0.8950 114/1384 [=>............................] - ETA: 6:27 - loss: 457.6475 - logits_profile_predictions_loss: 450.3108 - logcount_predictions_loss: 0.8947 115/1384 [=>............................] - ETA: 6:27 - loss: 457.6373 - logits_profile_predictions_loss: 450.3031 - logcount_predictions_loss: 0.8944 116/1384 [=>............................] - ETA: 6:27 - loss: 457.6247 - logits_profile_predictions_loss: 450.2929 - logcount_predictions_loss: 0.8941 117/1384 [=>............................] - ETA: 6:26 - loss: 457.6123 - logits_profile_predictions_loss: 450.2829 - logcount_predictions_loss: 0.8938 118/1384 [=>............................] - ETA: 6:26 - loss: 457.6016 - logits_profile_predictions_loss: 450.2747 - logcount_predictions_loss: 0.8935 119/1384 [=>............................] - ETA: 6:26 - loss: 457.5871 - logits_profile_predictions_loss: 450.2626 - logcount_predictions_loss: 0.8932 120/1384 [=>............................] - ETA: 6:25 - loss: 457.5750 - logits_profile_predictions_loss: 450.2528 - logcount_predictions_loss: 0.8929 121/1384 [=>............................] - ETA: 6:25 - loss: 457.5706 - logits_profile_predictions_loss: 450.2508 - logcount_predictions_loss: 0.8927 122/1384 [=>............................] - ETA: 6:25 - loss: 457.5703 - logits_profile_predictions_loss: 450.2528 - logcount_predictions_loss: 0.8924 123/1384 [=>............................] - ETA: 6:24 - loss: 457.5654 - logits_profile_predictions_loss: 450.2503 - logcount_predictions_loss: 0.8921 124/1384 [=>............................] - ETA: 6:24 - loss: 457.5538 - logits_profile_predictions_loss: 450.2411 - logcount_predictions_loss: 0.8918 125/1384 [=>............................] - ETA: 6:24 - loss: 457.5424 - logits_profile_predictions_loss: 450.2319 - logcount_predictions_loss: 0.8915 126/1384 [=>............................] - ETA: 6:24 - loss: 457.5287 - logits_profile_predictions_loss: 450.2203 - logcount_predictions_loss: 0.8913 127/1384 [=>............................] - ETA: 6:23 - loss: 457.5160 - logits_profile_predictions_loss: 450.2096 - logcount_predictions_loss: 0.8910 128/1384 [=>............................] - ETA: 6:23 - loss: 457.5045 - logits_profile_predictions_loss: 450.2004 - logcount_predictions_loss: 0.8907 129/1384 [=>............................] - ETA: 6:23 - loss: 457.4942 - logits_profile_predictions_loss: 450.1922 - logcount_predictions_loss: 0.8905 130/1384 [=>............................] - ETA: 6:22 - loss: 457.4803 - logits_profile_predictions_loss: 450.1803 - logcount_predictions_loss: 0.8902 131/1384 [=>............................] - ETA: 6:22 - loss: 457.4673 - logits_profile_predictions_loss: 450.1693 - logcount_predictions_loss: 0.8900 132/1384 [=>............................] - ETA: 6:22 - loss: 457.4533 - logits_profile_predictions_loss: 450.1572 - logcount_predictions_loss: 0.8898 133/1384 [=>............................] - ETA: 6:22 - loss: 457.4397 - logits_profile_predictions_loss: 450.1456 - logcount_predictions_loss: 0.8895 134/1384 [=>............................] - ETA: 6:21 - loss: 457.4285 - logits_profile_predictions_loss: 450.1364 - logcount_predictions_loss: 0.8893 135/1384 [=>............................] - ETA: 6:21 - loss: 457.4169 - logits_profile_predictions_loss: 450.1268 - logcount_predictions_loss: 0.8890 136/1384 [=>............................] - ETA: 6:21 - loss: 457.4043 - logits_profile_predictions_loss: 450.1161 - logcount_predictions_loss: 0.8888 137/1384 [=>............................] - ETA: 6:20 - loss: 457.3891 - logits_profile_predictions_loss: 450.1029 - logcount_predictions_loss: 0.8886 138/1384 [=>............................] - ETA: 6:20 - loss: 457.3757 - logits_profile_predictions_loss: 450.0914 - logcount_predictions_loss: 0.8883 139/1384 [==>...........................] - ETA: 6:20 - loss: 457.3620 - logits_profile_predictions_loss: 450.0795 - logcount_predictions_loss: 0.8881 140/1384 [==>...........................] - ETA: 6:19 - loss: 457.3510 - logits_profile_predictions_loss: 450.0704 - logcount_predictions_loss: 0.8879 141/1384 [==>...........................] - ETA: 6:19 - loss: 457.3446 - logits_profile_predictions_loss: 450.0658 - logcount_predictions_loss: 0.8877 142/1384 [==>...........................] - ETA: 6:19 - loss: 457.3375 - logits_profile_predictions_loss: 450.0605 - logcount_predictions_loss: 0.8874 143/1384 [==>...........................] - ETA: 6:18 - loss: 457.3376 - logits_profile_predictions_loss: 450.0624 - logcount_predictions_loss: 0.8872 144/1384 [==>...........................] - ETA: 6:18 - loss: 457.3347 - logits_profile_predictions_loss: 450.0612 - logcount_predictions_loss: 0.8870 145/1384 [==>...........................] - ETA: 6:18 - loss: 457.3257 - logits_profile_predictions_loss: 450.0541 - logcount_predictions_loss: 0.8868 146/1384 [==>...........................] - ETA: 6:18 - loss: 457.3175 - logits_profile_predictions_loss: 450.0477 - logcount_predictions_loss: 0.8866 147/1384 [==>...........................] - ETA: 6:17 - loss: 457.3080 - logits_profile_predictions_loss: 450.0400 - logcount_predictions_loss: 0.8863 148/1384 [==>...........................] - ETA: 6:17 - loss: 457.2997 - logits_profile_predictions_loss: 450.0335 - logcount_predictions_loss: 0.8861 149/1384 [==>...........................] - ETA: 6:17 - loss: 457.2926 - logits_profile_predictions_loss: 450.0283 - logcount_predictions_loss: 0.8859 150/1384 [==>...........................] - ETA: 6:16 - loss: 457.2802 - logits_profile_predictions_loss: 450.0177 - logcount_predictions_loss: 0.8857 151/1384 [==>...........................] - ETA: 6:16 - loss: 457.2653 - logits_profile_predictions_loss: 450.0048 - logcount_predictions_loss: 0.8854 152/1384 [==>...........................] - ETA: 6:16 - loss: 457.2511 - logits_profile_predictions_loss: 449.9926 - logcount_predictions_loss: 0.8852 153/1384 [==>...........................] - ETA: 6:16 - loss: 457.2406 - logits_profile_predictions_loss: 449.9841 - logcount_predictions_loss: 0.8849 154/1384 [==>...........................] - ETA: 6:15 - loss: 457.2275 - logits_profile_predictions_loss: 449.9728 - logcount_predictions_loss: 0.8847 155/1384 [==>...........................] - ETA: 6:15 - loss: 457.2137 - logits_profile_predictions_loss: 449.9610 - logcount_predictions_loss: 0.8845 156/1384 [==>...........................] - ETA: 6:15 - loss: 457.2005 - logits_profile_predictions_loss: 449.9496 - logcount_predictions_loss: 0.8842 157/1384 [==>...........................] - ETA: 6:14 - loss: 457.1883 - logits_profile_predictions_loss: 449.9393 - logcount_predictions_loss: 0.8840 158/1384 [==>...........................] - ETA: 6:14 - loss: 457.1741 - logits_profile_predictions_loss: 449.9270 - logcount_predictions_loss: 0.8838 159/1384 [==>...........................] - ETA: 6:14 - loss: 457.1583 - logits_profile_predictions_loss: 449.9130 - logcount_predictions_loss: 0.8836 160/1384 [==>...........................] - ETA: 6:13 - loss: 457.1406 - logits_profile_predictions_loss: 449.8972 - logcount_predictions_loss: 0.8833 161/1384 [==>...........................] - ETA: 6:13 - loss: 457.1244 - logits_profile_predictions_loss: 449.8827 - logcount_predictions_loss: 0.8831 162/1384 [==>...........................] - ETA: 6:13 - loss: 457.1121 - logits_profile_predictions_loss: 449.8721 - logcount_predictions_loss: 0.8829 163/1384 [==>...........................] - ETA: 6:12 - loss: 457.1030 - logits_profile_predictions_loss: 449.8649 - logcount_predictions_loss: 0.8827 164/1384 [==>...........................] - ETA: 6:12 - loss: 457.0920 - logits_profile_predictions_loss: 449.8557 - logcount_predictions_loss: 0.8825 165/1384 [==>...........................] - ETA: 6:12 - loss: 457.0814 - logits_profile_predictions_loss: 449.8468 - logcount_predictions_loss: 0.8823 166/1384 [==>...........................] - ETA: 6:12 - loss: 457.0764 - logits_profile_predictions_loss: 449.8434 - logcount_predictions_loss: 0.8821 167/1384 [==>...........................] - ETA: 6:11 - loss: 457.0720 - logits_profile_predictions_loss: 449.8406 - logcount_predictions_loss: 0.8819 168/1384 [==>...........................] - ETA: 6:11 - loss: 457.0669 - logits_profile_predictions_loss: 449.8371 - logcount_predictions_loss: 0.8817 169/1384 [==>...........................] - ETA: 6:11 - loss: 457.0653 - logits_profile_predictions_loss: 449.8370 - logcount_predictions_loss: 0.8815 170/1384 [==>...........................] - ETA: 6:10 - loss: 457.0639 - logits_profile_predictions_loss: 449.8372 - logcount_predictions_loss: 0.8813 171/1384 [==>...........................] - ETA: 6:10 - loss: 457.0629 - logits_profile_predictions_loss: 449.8377 - logcount_predictions_loss: 0.8811 172/1384 [==>...........................] - ETA: 6:10 - loss: 457.0580 - logits_profile_predictions_loss: 449.8343 - logcount_predictions_loss: 0.8809 173/1384 [==>...........................] - ETA: 6:10 - loss: 457.0526 - logits_profile_predictions_loss: 449.8304 - logcount_predictions_loss: 0.8807 174/1384 [==>...........................] - ETA: 6:09 - loss: 457.0496 - logits_profile_predictions_loss: 449.8290 - logcount_predictions_loss: 0.8806 175/1384 [==>...........................] - ETA: 6:09 - loss: 457.0519 - logits_profile_predictions_loss: 449.8327 - logcount_predictions_loss: 0.8804 176/1384 [==>...........................] - ETA: 6:09 - loss: 457.0528 - logits_profile_predictions_loss: 449.8351 - logcount_predictions_loss: 0.8802 177/1384 [==>...........................] - ETA: 6:08 - loss: 457.0508 - logits_profile_predictions_loss: 449.8346 - logcount_predictions_loss: 0.8800 178/1384 [==>...........................] - ETA: 6:08 - loss: 457.0476 - logits_profile_predictions_loss: 449.8329 - logcount_predictions_loss: 0.8798 179/1384 [==>...........................] - ETA: 6:08 - loss: 457.0443 - logits_profile_predictions_loss: 449.8310 - logcount_predictions_loss: 0.8797 180/1384 [==>...........................] - ETA: 6:07 - loss: 457.0411 - logits_profile_predictions_loss: 449.8292 - logcount_predictions_loss: 0.8795 181/1384 [==>...........................] - ETA: 6:07 - loss: 457.0384 - logits_profile_predictions_loss: 449.8280 - logcount_predictions_loss: 0.8793 182/1384 [==>...........................] - ETA: 6:07 - loss: 457.0355 - logits_profile_predictions_loss: 449.8264 - logcount_predictions_loss: 0.8792 183/1384 [==>...........................] - ETA: 6:06 - loss: 457.0361 - logits_profile_predictions_loss: 449.8283 - logcount_predictions_loss: 0.8790 184/1384 [==>...........................] - ETA: 6:06 - loss: 457.0436 - logits_profile_predictions_loss: 449.8369 - logcount_predictions_loss: 0.8789 185/1384 [===>..........................] - ETA: 6:06 - loss: 457.0517 - logits_profile_predictions_loss: 449.8461 - logcount_predictions_loss: 0.8787 186/1384 [===>..........................] - ETA: 6:06 - loss: 457.0592 - logits_profile_predictions_loss: 449.8547 - logcount_predictions_loss: 0.8786 187/1384 [===>..........................] - ETA: 6:05 - loss: 457.0664 - logits_profile_predictions_loss: 449.8628 - logcount_predictions_loss: 0.8785 188/1384 [===>..........................] - ETA: 6:05 - loss: 457.0711 - logits_profile_predictions_loss: 449.8687 - logcount_predictions_loss: 0.8783 189/1384 [===>..........................] - ETA: 6:05 - loss: 457.0761 - logits_profile_predictions_loss: 449.8747 - logcount_predictions_loss: 0.8782 190/1384 [===>..........................] - ETA: 6:04 - loss: 457.0816 - logits_profile_predictions_loss: 449.8812 - logcount_predictions_loss: 0.8781 191/1384 [===>..........................] - ETA: 6:04 - loss: 457.0853 - logits_profile_predictions_loss: 449.8858 - logcount_predictions_loss: 0.8780 192/1384 [===>..........................] - ETA: 6:04 - loss: 457.0908 - logits_profile_predictions_loss: 449.8924 - logcount_predictions_loss: 0.8778 193/1384 [===>..........................] - ETA: 6:03 - loss: 457.0969 - logits_profile_predictions_loss: 449.8994 - logcount_predictions_loss: 0.8777 194/1384 [===>..........................] - ETA: 6:03 - loss: 457.1013 - logits_profile_predictions_loss: 449.9048 - logcount_predictions_loss: 0.8776 195/1384 [===>..........................] - ETA: 6:03 - loss: 457.1082 - logits_profile_predictions_loss: 449.9126 - logcount_predictions_loss: 0.8775 196/1384 [===>..........................] - ETA: 6:03 - loss: 457.1147 - logits_profile_predictions_loss: 449.9201 - logcount_predictions_loss: 0.8774 197/1384 [===>..........................] - ETA: 6:02 - loss: 457.1204 - logits_profile_predictions_loss: 449.9268 - logcount_predictions_loss: 0.8773 198/1384 [===>..........................] - ETA: 6:02 - loss: 457.1279 - logits_profile_predictions_loss: 449.9354 - logcount_predictions_loss: 0.8771 199/1384 [===>..........................] - ETA: 6:02 - loss: 457.1400 - logits_profile_predictions_loss: 449.9485 - logcount_predictions_loss: 0.8770 200/1384 [===>..........................] - ETA: 6:01 - loss: 457.1497 - logits_profile_predictions_loss: 449.9592 - logcount_predictions_loss: 0.8769 201/1384 [===>..........................] - ETA: 6:01 - loss: 457.1592 - logits_profile_predictions_loss: 449.9697 - logcount_predictions_loss: 0.8768 202/1384 [===>..........................] - ETA: 6:01 - loss: 457.1725 - logits_profile_predictions_loss: 449.9839 - logcount_predictions_loss: 0.8767 204/1384 [===>..........................] - ETA: 5:59 - loss: 457.2013 - logits_profile_predictions_loss: 450.0146 - logcount_predictions_loss: 0.8764 205/1384 [===>..........................] - ETA: 5:58 - loss: 457.2176 - logits_profile_predictions_loss: 450.0320 - logcount_predictions_loss: 0.8763 206/1384 [===>..........................] - ETA: 5:58 - loss: 457.2333 - logits_profile_predictions_loss: 450.0486 - logcount_predictions_loss: 0.8762 207/1384 [===>..........................] - ETA: 5:58 - loss: 457.2499 - logits_profile_predictions_loss: 450.0662 - logcount_predictions_loss: 0.8761 208/1384 [===>..........................] - ETA: 5:57 - loss: 457.2659 - logits_profile_predictions_loss: 450.0830 - logcount_predictions_loss: 0.8760 209/1384 [===>..........................] - ETA: 5:57 - loss: 457.2810 - logits_profile_predictions_loss: 450.0989 - logcount_predictions_loss: 0.8759 210/1384 [===>..........................] - ETA: 5:57 - loss: 457.2971 - logits_profile_predictions_loss: 450.1159 - logcount_predictions_loss: 0.8757 211/1384 [===>..........................] - ETA: 5:56 - loss: 457.3150 - logits_profile_predictions_loss: 450.1347 - logcount_predictions_loss: 0.8756 212/1384 [===>..........................] - ETA: 5:56 - loss: 457.3335 - logits_profile_predictions_loss: 450.1541 - logcount_predictions_loss: 0.8755 213/1384 [===>..........................] - ETA: 5:56 - loss: 457.3547 - logits_profile_predictions_loss: 450.1761 - logcount_predictions_loss: 0.8754 214/1384 [===>..........................] - ETA: 5:56 - loss: 457.3735 - logits_profile_predictions_loss: 450.1958 - logcount_predictions_loss: 0.8753 215/1384 [===>..........................] - ETA: 5:55 - loss: 457.3918 - logits_profile_predictions_loss: 450.2149 - logcount_predictions_loss: 0.8752 216/1384 [===>..........................] - ETA: 5:55 - loss: 457.4096 - logits_profile_predictions_loss: 450.2336 - logcount_predictions_loss: 0.8751 217/1384 [===>..........................] - ETA: 5:55 - loss: 457.4283 - logits_profile_predictions_loss: 450.2531 - logcount_predictions_loss: 0.8750 218/1384 [===>..........................] - ETA: 5:54 - loss: 457.4462 - logits_profile_predictions_loss: 450.2719 - logcount_predictions_loss: 0.8749 219/1384 [===>..........................] - ETA: 5:54 - loss: 457.4649 - logits_profile_predictions_loss: 450.2914 - logcount_predictions_loss: 0.8748 220/1384 [===>..........................] - ETA: 5:54 - loss: 457.4827 - logits_profile_predictions_loss: 450.3101 - logcount_predictions_loss: 0.8747 221/1384 [===>..........................] - ETA: 5:54 - loss: 457.4990 - logits_profile_predictions_loss: 450.3272 - logcount_predictions_loss: 0.8746 222/1384 [===>..........................] - ETA: 5:53 - loss: 457.5147 - logits_profile_predictions_loss: 450.3438 - logcount_predictions_loss: 0.8745 223/1384 [===>..........................] - ETA: 5:53 - loss: 457.5287 - logits_profile_predictions_loss: 450.3586 - logcount_predictions_loss: 0.8744 224/1384 [===>..........................] - ETA: 5:53 - loss: 457.5436 - logits_profile_predictions_loss: 450.3744 - logcount_predictions_loss: 0.8743 225/1384 [===>..........................] - ETA: 5:52 - loss: 457.5610 - logits_profile_predictions_loss: 450.3927 - logcount_predictions_loss: 0.8742 226/1384 [===>..........................] - ETA: 5:52 - loss: 457.5784 - logits_profile_predictions_loss: 450.4109 - logcount_predictions_loss: 0.8741 227/1384 [===>..........................] - ETA: 5:52 - loss: 457.5947 - logits_profile_predictions_loss: 450.4281 - logcount_predictions_loss: 0.8740 228/1384 [===>..........................] - ETA: 5:51 - loss: 457.6102 - logits_profile_predictions_loss: 450.4444 - logcount_predictions_loss: 0.8739 229/1384 [===>..........................] - ETA: 5:51 - loss: 457.6232 - logits_profile_predictions_loss: 450.4582 - logcount_predictions_loss: 0.8738 230/1384 [===>..........................] - ETA: 5:51 - loss: 457.6384 - logits_profile_predictions_loss: 450.4741 - logcount_predictions_loss: 0.8737 231/1384 [====>.........................] - ETA: 5:51 - loss: 457.6533 - logits_profile_predictions_loss: 450.4897 - logcount_predictions_loss: 0.8736 232/1384 [====>.........................] - ETA: 5:50 - loss: 457.6660 - logits_profile_predictions_loss: 450.5032 - logcount_predictions_loss: 0.8735 233/1384 [====>.........................] - ETA: 5:50 - loss: 457.6777 - logits_profile_predictions_loss: 450.5156 - logcount_predictions_loss: 0.8734 234/1384 [====>.........................] - ETA: 5:50 - loss: 457.6889 - logits_profile_predictions_loss: 450.5275 - logcount_predictions_loss: 0.8733 235/1384 [====>.........................] - ETA: 5:49 - loss: 457.6991 - logits_profile_predictions_loss: 450.5386 - logcount_predictions_loss: 0.8732 236/1384 [====>.........................] - ETA: 5:49 - loss: 457.7083 - logits_profile_predictions_loss: 450.5485 - logcount_predictions_loss: 0.8731 237/1384 [====>.........................] - ETA: 5:49 - loss: 457.7175 - logits_profile_predictions_loss: 450.5584 - logcount_predictions_loss: 0.8731 238/1384 [====>.........................] - ETA: 5:48 - loss: 457.7280 - logits_profile_predictions_loss: 450.5697 - logcount_predictions_loss: 0.8730 239/1384 [====>.........................] - ETA: 5:48 - loss: 457.7397 - logits_profile_predictions_loss: 450.5820 - logcount_predictions_loss: 0.8729 240/1384 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454.6583 - logcount_predictions_loss: 0.8664 1365/1384 [============================>.] - ETA: 5s - loss: 461.7647 - logits_profile_predictions_loss: 454.6602 - logcount_predictions_loss: 0.8664 1366/1384 [============================>.] - ETA: 5s - loss: 461.7666 - logits_profile_predictions_loss: 454.6621 - logcount_predictions_loss: 0.8664 1367/1384 [============================>.] - ETA: 5s - loss: 461.7685 - logits_profile_predictions_loss: 454.6640 - logcount_predictions_loss: 0.8664 1368/1384 [============================>.] - ETA: 4s - loss: 461.7704 - logits_profile_predictions_loss: 454.6658 - logcount_predictions_loss: 0.8664 1369/1384 [============================>.] - ETA: 4s - loss: 461.7722 - logits_profile_predictions_loss: 454.6677 - logcount_predictions_loss: 0.8664 1370/1384 [============================>.] - ETA: 4s - loss: 461.7741 - logits_profile_predictions_loss: 454.6695 - logcount_predictions_loss: 0.8664 1371/1384 [============================>.] - ETA: 3s - loss: 461.7759 - logits_profile_predictions_loss: 454.6714 - logcount_predictions_loss: 0.8664 1372/1384 [============================>.] - ETA: 3s - loss: 461.7778 - logits_profile_predictions_loss: 454.6732 - logcount_predictions_loss: 0.8664 1373/1384 [============================>.] - ETA: 3s - loss: 461.7796 - logits_profile_predictions_loss: 454.6750 - logcount_predictions_loss: 0.8664 1374/1384 [============================>.] - ETA: 3s - loss: 461.7814 - logits_profile_predictions_loss: 454.6769 - logcount_predictions_loss: 0.8664 1375/1384 [============================>.] - ETA: 2s - loss: 461.7833 - logits_profile_predictions_loss: 454.6787 - logcount_predictions_loss: 0.8664 1376/1384 [============================>.] - ETA: 2s - loss: 461.7852 - logits_profile_predictions_loss: 454.6806 - logcount_predictions_loss: 0.8664 1377/1384 [============================>.] - ETA: 2s - loss: 461.7871 - logits_profile_predictions_loss: 454.6825 - logcount_predictions_loss: 0.8664 1378/1384 [============================>.] - ETA: 1s - loss: 461.7890 - logits_profile_predictions_loss: 454.6844 - logcount_predictions_loss: 0.8664 1379/1384 [============================>.] - ETA: 1s - loss: 461.7909 - logits_profile_predictions_loss: 454.6863 - logcount_predictions_loss: 0.8664 1380/1384 [============================>.] - ETA: 1s - loss: 461.7928 - logits_profile_predictions_loss: 454.6882 - logcount_predictions_loss: 0.8664 1381/1384 [============================>.] - ETA: 0s - loss: 461.7947 - logits_profile_predictions_loss: 454.6901 - logcount_predictions_loss: 0.8664 1382/1384 [============================>.] - ETA: 0s - loss: 461.7966 - logits_profile_predictions_loss: 454.6919 - logcount_predictions_loss: 0.8664 1383/1384 [============================>.] - ETA: 0s - loss: 461.7985 - logits_profile_predictions_loss: 454.6938 - logcount_predictions_loss: 0.8664 1384/1384 [==============================] - ETA: 0s - loss: 461.8005 - logits_profile_predictions_loss: 454.6958 - logcount_predictions_loss: 0.8664 1384/1384 [==============================] - 440s 318ms/step - loss: 461.8024 - logits_profile_predictions_loss: 454.6978 - logcount_predictions_loss: 0.8664 - val_loss: 518.9844 - val_logits_profile_predictions_loss: 509.6596 - val_logcount_predictions_loss: 1.1372 Epoch 00010: val_loss did not improve from 511.93204 Epoch 11/50 1/1384 [..............................] - ETA: 7:14 - loss: 474.1050 - logits_profile_predictions_loss: 464.9457 - logcount_predictions_loss: 1.1170 2/1384 [..............................] - ETA: 6:59 - loss: 482.8723 - logits_profile_predictions_loss: 473.6676 - logcount_predictions_loss: 1.1225 3/1384 [..............................] - ETA: 6:58 - loss: 492.6104 - logits_profile_predictions_loss: 483.6614 - logcount_predictions_loss: 1.0913 4/1384 [..............................] - ETA: 6:59 - loss: 492.4335 - logits_profile_predictions_loss: 483.6708 - logcount_predictions_loss: 1.0686 5/1384 [..............................] - ETA: 6:59 - loss: 490.7591 - logits_profile_predictions_loss: 481.9787 - logcount_predictions_loss: 1.0708 6/1384 [..............................] - ETA: 6:59 - loss: 490.8924 - logits_profile_predictions_loss: 482.1172 - logcount_predictions_loss: 1.0701 7/1384 [..............................] - ETA: 6:59 - loss: 491.3052 - logits_profile_predictions_loss: 482.5311 - logcount_predictions_loss: 1.0700 8/1384 [..............................] - ETA: 6:58 - loss: 489.8673 - logits_profile_predictions_loss: 481.1314 - logcount_predictions_loss: 1.0654 9/1384 [..............................] - ETA: 6:58 - loss: 487.6897 - logits_profile_predictions_loss: 479.0123 - logcount_predictions_loss: 1.0582 10/1384 [..............................] - ETA: 6:58 - loss: 486.4225 - logits_profile_predictions_loss: 477.8141 - logcount_predictions_loss: 1.0498 11/1384 [..............................] - ETA: 6:57 - loss: 485.3535 - logits_profile_predictions_loss: 476.7962 - logcount_predictions_loss: 1.0436 12/1384 [..............................] - ETA: 6:57 - loss: 484.9602 - logits_profile_predictions_loss: 476.4411 - logcount_predictions_loss: 1.0389 13/1384 [..............................] - ETA: 6:57 - loss: 485.5670 - logits_profile_predictions_loss: 477.0838 - logcount_predictions_loss: 1.0345 14/1384 [..............................] - ETA: 6:56 - loss: 486.3761 - logits_profile_predictions_loss: 477.9290 - logcount_predictions_loss: 1.0301 15/1384 [..............................] - ETA: 6:56 - loss: 486.5028 - logits_profile_predictions_loss: 478.0859 - logcount_predictions_loss: 1.0265 16/1384 [..............................] - ETA: 6:56 - loss: 486.3500 - logits_profile_predictions_loss: 477.9615 - logcount_predictions_loss: 1.0230 17/1384 [..............................] - ETA: 6:56 - loss: 486.0709 - logits_profile_predictions_loss: 477.7124 - logcount_predictions_loss: 1.0193 18/1384 [..............................] - ETA: 6:55 - loss: 485.8017 - logits_profile_predictions_loss: 477.4719 - logcount_predictions_loss: 1.0158 19/1384 [..............................] - ETA: 6:55 - loss: 485.7890 - logits_profile_predictions_loss: 477.4796 - logcount_predictions_loss: 1.0133 20/1384 [..............................] - ETA: 6:55 - loss: 485.8407 - logits_profile_predictions_loss: 477.5519 - logcount_predictions_loss: 1.0108 21/1384 [..............................] - ETA: 6:54 - loss: 485.7333 - logits_profile_predictions_loss: 477.4664 - logcount_predictions_loss: 1.0082 22/1384 [..............................] - ETA: 6:54 - loss: 485.4346 - logits_profile_predictions_loss: 477.1926 - logcount_predictions_loss: 1.0051 23/1384 [..............................] - ETA: 6:54 - loss: 485.0825 - logits_profile_predictions_loss: 476.8636 - logcount_predictions_loss: 1.0023 24/1384 [..............................] - ETA: 6:54 - loss: 484.4963 - logits_profile_predictions_loss: 476.3013 - logcount_predictions_loss: 0.9994 25/1384 [..............................] - ETA: 6:53 - loss: 484.0946 - logits_profile_predictions_loss: 475.9235 - logcount_predictions_loss: 0.9965 26/1384 [..............................] - ETA: 6:53 - loss: 483.8622 - logits_profile_predictions_loss: 475.7164 - logcount_predictions_loss: 0.9934 27/1384 [..............................] - ETA: 6:53 - loss: 483.4302 - logits_profile_predictions_loss: 475.3106 - logcount_predictions_loss: 0.9902 28/1384 [..............................] - ETA: 6:52 - loss: 482.9880 - logits_profile_predictions_loss: 474.8962 - logcount_predictions_loss: 0.9868 29/1384 [..............................] - ETA: 6:52 - loss: 482.5418 - logits_profile_predictions_loss: 474.4768 - logcount_predictions_loss: 0.9835 30/1384 [..............................] - ETA: 6:52 - loss: 482.3526 - logits_profile_predictions_loss: 474.3095 - logcount_predictions_loss: 0.9809 31/1384 [..............................] - ETA: 6:51 - loss: 482.1840 - logits_profile_predictions_loss: 474.1643 - logcount_predictions_loss: 0.9780 32/1384 [..............................] - ETA: 6:51 - loss: 482.1148 - logits_profile_predictions_loss: 474.1182 - logcount_predictions_loss: 0.9752 33/1384 [..............................] - ETA: 6:51 - loss: 481.9681 - logits_profile_predictions_loss: 473.9943 - logcount_predictions_loss: 0.9724 34/1384 [..............................] - ETA: 6:51 - loss: 481.8824 - logits_profile_predictions_loss: 473.9302 - logcount_predictions_loss: 0.9698 35/1384 [..............................] - ETA: 6:50 - loss: 481.6728 - logits_profile_predictions_loss: 473.7421 - logcount_predictions_loss: 0.9672 36/1384 [..............................] - ETA: 6:50 - loss: 481.4660 - logits_profile_predictions_loss: 473.5555 - logcount_predictions_loss: 0.9647 37/1384 [..............................] - ETA: 6:50 - loss: 481.2678 - logits_profile_predictions_loss: 473.3761 - logcount_predictions_loss: 0.9624 38/1384 [..............................] - ETA: 6:49 - loss: 481.1416 - logits_profile_predictions_loss: 473.2686 - logcount_predictions_loss: 0.9601 39/1384 [..............................] - ETA: 6:49 - loss: 481.0592 - logits_profile_predictions_loss: 473.2022 - logcount_predictions_loss: 0.9582 40/1384 [..............................] - ETA: 6:49 - loss: 480.9885 - logits_profile_predictions_loss: 473.1480 - logcount_predictions_loss: 0.9561 41/1384 [..............................] - ETA: 6:49 - loss: 480.9248 - logits_profile_predictions_loss: 473.1006 - logcount_predictions_loss: 0.9542 42/1384 [..............................] - ETA: 6:48 - loss: 480.8598 - logits_profile_predictions_loss: 473.0528 - logcount_predictions_loss: 0.9521 43/1384 [..............................] - ETA: 6:48 - loss: 480.7775 - logits_profile_predictions_loss: 472.9854 - logcount_predictions_loss: 0.9502 44/1384 [..............................] - ETA: 6:48 - loss: 480.6717 - logits_profile_predictions_loss: 472.8951 - logcount_predictions_loss: 0.9484 45/1384 [..............................] - ETA: 6:47 - loss: 480.5619 - logits_profile_predictions_loss: 472.8006 - logcount_predictions_loss: 0.9465 46/1384 [..............................] - ETA: 6:47 - loss: 480.4647 - logits_profile_predictions_loss: 472.7181 - logcount_predictions_loss: 0.9447 47/1384 [>.............................] - ETA: 6:47 - loss: 480.3336 - logits_profile_predictions_loss: 472.6011 - logcount_predictions_loss: 0.9430 48/1384 [>.............................] - ETA: 6:46 - loss: 480.2504 - logits_profile_predictions_loss: 472.5310 - logcount_predictions_loss: 0.9414 49/1384 [>.............................] - ETA: 6:46 - loss: 480.1254 - logits_profile_predictions_loss: 472.4194 - logcount_predictions_loss: 0.9398 50/1384 [>.............................] - ETA: 6:46 - loss: 479.9511 - logits_profile_predictions_loss: 472.2579 - logcount_predictions_loss: 0.9382 51/1384 [>.............................] - ETA: 6:46 - loss: 479.8032 - logits_profile_predictions_loss: 472.1229 - logcount_predictions_loss: 0.9366 52/1384 [>.............................] - ETA: 6:45 - loss: 479.6207 - logits_profile_predictions_loss: 471.9528 - logcount_predictions_loss: 0.9351 53/1384 [>.............................] - ETA: 6:45 - loss: 479.4466 - logits_profile_predictions_loss: 471.7899 - logcount_predictions_loss: 0.9337 54/1384 [>.............................] - ETA: 6:45 - loss: 479.2661 - logits_profile_predictions_loss: 471.6209 - logcount_predictions_loss: 0.9323 55/1384 [>.............................] - ETA: 6:44 - loss: 479.0630 - logits_profile_predictions_loss: 471.4296 - logcount_predictions_loss: 0.9309 56/1384 [>.............................] - ETA: 6:44 - loss: 478.8502 - logits_profile_predictions_loss: 471.2285 - logcount_predictions_loss: 0.9295 57/1384 [>.............................] - ETA: 6:44 - loss: 478.6698 - logits_profile_predictions_loss: 471.0594 - logcount_predictions_loss: 0.9281 58/1384 [>.............................] - ETA: 6:44 - loss: 478.5197 - logits_profile_predictions_loss: 470.9204 - logcount_predictions_loss: 0.9267 59/1384 [>.............................] - ETA: 6:43 - loss: 478.3609 - logits_profile_predictions_loss: 470.7724 - logcount_predictions_loss: 0.9254 60/1384 [>.............................] - ETA: 6:43 - loss: 478.2122 - logits_profile_predictions_loss: 470.6342 - logcount_predictions_loss: 0.9241 61/1384 [>.............................] - ETA: 6:43 - loss: 478.0808 - logits_profile_predictions_loss: 470.5132 - logcount_predictions_loss: 0.9229 62/1384 [>.............................] - ETA: 6:42 - loss: 477.9584 - logits_profile_predictions_loss: 470.4014 - logcount_predictions_loss: 0.9216 63/1384 [>.............................] - ETA: 6:42 - loss: 477.8077 - logits_profile_predictions_loss: 470.2612 - logcount_predictions_loss: 0.9203 64/1384 [>.............................] - ETA: 6:42 - loss: 477.6350 - logits_profile_predictions_loss: 470.0987 - logcount_predictions_loss: 0.9191 65/1384 [>.............................] - ETA: 6:41 - loss: 477.4791 - logits_profile_predictions_loss: 469.9525 - logcount_predictions_loss: 0.9179 66/1384 [>.............................] - ETA: 6:41 - loss: 477.3131 - logits_profile_predictions_loss: 469.7966 - logcount_predictions_loss: 0.9166 67/1384 [>.............................] - ETA: 6:41 - loss: 477.1468 - logits_profile_predictions_loss: 469.6405 - logcount_predictions_loss: 0.9154 68/1384 [>.............................] - ETA: 6:41 - loss: 476.9717 - logits_profile_predictions_loss: 469.4741 - logcount_predictions_loss: 0.9143 69/1384 [>.............................] - ETA: 6:40 - loss: 476.8037 - logits_profile_predictions_loss: 469.3145 - logcount_predictions_loss: 0.9133 70/1384 [>.............................] - ETA: 6:40 - loss: 476.6585 - logits_profile_predictions_loss: 469.1778 - logcount_predictions_loss: 0.9123 71/1384 [>.............................] - ETA: 6:40 - loss: 476.5302 - logits_profile_predictions_loss: 469.0579 - logcount_predictions_loss: 0.9112 72/1384 [>.............................] - ETA: 6:39 - loss: 476.3861 - logits_profile_predictions_loss: 468.9220 - logcount_predictions_loss: 0.9102 73/1384 [>.............................] - ETA: 6:39 - loss: 476.2497 - logits_profile_predictions_loss: 468.7934 - logcount_predictions_loss: 0.9093 74/1384 [>.............................] - ETA: 6:39 - loss: 476.1238 - logits_profile_predictions_loss: 468.6753 - logcount_predictions_loss: 0.9083 75/1384 [>.............................] - ETA: 6:38 - loss: 475.9969 - logits_profile_predictions_loss: 468.5557 - logcount_predictions_loss: 0.9075 76/1384 [>.............................] - ETA: 6:38 - loss: 475.8638 - logits_profile_predictions_loss: 468.4298 - logcount_predictions_loss: 0.9066 77/1384 [>.............................] - ETA: 6:38 - loss: 475.7534 - logits_profile_predictions_loss: 468.3264 - logcount_predictions_loss: 0.9057 78/1384 [>.............................] - ETA: 6:38 - loss: 475.6437 - logits_profile_predictions_loss: 468.2235 - logcount_predictions_loss: 0.9049 79/1384 [>.............................] - ETA: 6:37 - loss: 475.5333 - logits_profile_predictions_loss: 468.1198 - logcount_predictions_loss: 0.9041 80/1384 [>.............................] - ETA: 6:37 - loss: 475.4096 - logits_profile_predictions_loss: 468.0024 - logcount_predictions_loss: 0.9033 81/1384 [>.............................] - ETA: 6:37 - loss: 475.2857 - logits_profile_predictions_loss: 467.8846 - logcount_predictions_loss: 0.9026 82/1384 [>.............................] - ETA: 6:36 - loss: 475.1656 - logits_profile_predictions_loss: 467.7702 - logcount_predictions_loss: 0.9019 83/1384 [>.............................] - ETA: 6:36 - loss: 475.0465 - logits_profile_predictions_loss: 467.6567 - logcount_predictions_loss: 0.9012 84/1384 [>.............................] - ETA: 6:36 - loss: 474.9258 - logits_profile_predictions_loss: 467.5416 - logcount_predictions_loss: 0.9005 85/1384 [>.............................] - ETA: 6:36 - loss: 474.8086 - logits_profile_predictions_loss: 467.4300 - logcount_predictions_loss: 0.8998 86/1384 [>.............................] - ETA: 6:35 - loss: 474.6875 - logits_profile_predictions_loss: 467.3145 - logcount_predictions_loss: 0.8991 87/1384 [>.............................] - ETA: 6:35 - loss: 474.5664 - logits_profile_predictions_loss: 467.1988 - logcount_predictions_loss: 0.8985 88/1384 [>.............................] - ETA: 6:35 - loss: 474.4635 - logits_profile_predictions_loss: 467.1009 - logcount_predictions_loss: 0.8979 89/1384 [>.............................] - ETA: 6:34 - loss: 474.3622 - logits_profile_predictions_loss: 467.0045 - logcount_predictions_loss: 0.8973 90/1384 [>.............................] - ETA: 6:34 - loss: 474.2643 - logits_profile_predictions_loss: 466.9115 - logcount_predictions_loss: 0.8967 91/1384 [>.............................] - ETA: 6:34 - loss: 474.1691 - logits_profile_predictions_loss: 466.8212 - logcount_predictions_loss: 0.8961 92/1384 [>.............................] - ETA: 6:33 - loss: 474.0663 - logits_profile_predictions_loss: 466.7233 - logcount_predictions_loss: 0.8955 93/1384 [=>............................] - ETA: 6:33 - loss: 473.9673 - logits_profile_predictions_loss: 466.6292 - logcount_predictions_loss: 0.8949 94/1384 [=>............................] - ETA: 6:33 - loss: 473.8705 - logits_profile_predictions_loss: 466.5372 - logcount_predictions_loss: 0.8943 95/1384 [=>............................] - ETA: 6:33 - loss: 473.7624 - logits_profile_predictions_loss: 466.4337 - logcount_predictions_loss: 0.8937 96/1384 [=>............................] - ETA: 6:32 - loss: 473.6521 - logits_profile_predictions_loss: 466.3279 - logcount_predictions_loss: 0.8932 97/1384 [=>............................] - ETA: 6:32 - loss: 473.5367 - logits_profile_predictions_loss: 466.2170 - logcount_predictions_loss: 0.8926 98/1384 [=>............................] - ETA: 6:32 - loss: 473.4225 - logits_profile_predictions_loss: 466.1072 - logcount_predictions_loss: 0.8921 99/1384 [=>............................] - ETA: 6:31 - loss: 473.3106 - logits_profile_predictions_loss: 465.9998 - logcount_predictions_loss: 0.8915 100/1384 [=>............................] - ETA: 6:31 - loss: 473.2001 - logits_profile_predictions_loss: 465.8939 - logcount_predictions_loss: 0.8910 101/1384 [=>............................] - ETA: 6:31 - loss: 473.1001 - logits_profile_predictions_loss: 465.7984 - logcount_predictions_loss: 0.8904 102/1384 [=>............................] - ETA: 6:31 - loss: 473.0074 - logits_profile_predictions_loss: 465.7097 - logcount_predictions_loss: 0.8899 103/1384 [=>............................] - ETA: 6:30 - loss: 472.9290 - logits_profile_predictions_loss: 465.6354 - logcount_predictions_loss: 0.8895 104/1384 [=>............................] - ETA: 6:30 - loss: 472.8465 - logits_profile_predictions_loss: 465.5568 - logcount_predictions_loss: 0.8890 105/1384 [=>............................] - ETA: 6:30 - loss: 472.7661 - logits_profile_predictions_loss: 465.4805 - logcount_predictions_loss: 0.8885 106/1384 [=>............................] - ETA: 6:29 - loss: 472.6955 - logits_profile_predictions_loss: 465.4141 - logcount_predictions_loss: 0.8880 107/1384 [=>............................] - ETA: 6:29 - loss: 472.6231 - logits_profile_predictions_loss: 465.3457 - logcount_predictions_loss: 0.8875 108/1384 [=>............................] - ETA: 6:29 - loss: 472.5540 - logits_profile_predictions_loss: 465.2806 - logcount_predictions_loss: 0.8870 109/1384 [=>............................] - ETA: 6:28 - loss: 472.4896 - logits_profile_predictions_loss: 465.2203 - logcount_predictions_loss: 0.8865 110/1384 [=>............................] - ETA: 6:28 - loss: 472.4208 - logits_profile_predictions_loss: 465.1554 - logcount_predictions_loss: 0.8860 111/1384 [=>............................] - ETA: 6:28 - loss: 472.3613 - logits_profile_predictions_loss: 465.0996 - logcount_predictions_loss: 0.8856 112/1384 [=>............................] - ETA: 6:28 - loss: 472.3026 - logits_profile_predictions_loss: 465.0448 - logcount_predictions_loss: 0.8851 113/1384 [=>............................] - ETA: 6:27 - loss: 472.2473 - logits_profile_predictions_loss: 464.9933 - logcount_predictions_loss: 0.8846 114/1384 [=>............................] - ETA: 6:27 - loss: 472.2005 - logits_profile_predictions_loss: 464.9501 - logcount_predictions_loss: 0.8842 115/1384 [=>............................] - ETA: 6:27 - loss: 472.1550 - logits_profile_predictions_loss: 464.9083 - logcount_predictions_loss: 0.8837 116/1384 [=>............................] - ETA: 6:26 - loss: 472.1157 - logits_profile_predictions_loss: 464.8725 - logcount_predictions_loss: 0.8833 117/1384 [=>............................] - ETA: 6:26 - loss: 472.0690 - logits_profile_predictions_loss: 464.8296 - logcount_predictions_loss: 0.8829 118/1384 [=>............................] - ETA: 6:26 - loss: 472.0268 - logits_profile_predictions_loss: 464.7911 - logcount_predictions_loss: 0.8824 119/1384 [=>............................] - ETA: 6:25 - loss: 471.9897 - logits_profile_predictions_loss: 464.7577 - logcount_predictions_loss: 0.8819 120/1384 [=>............................] - ETA: 6:25 - loss: 471.9494 - logits_profile_predictions_loss: 464.7212 - logcount_predictions_loss: 0.8815 121/1384 [=>............................] - ETA: 6:25 - loss: 471.9131 - logits_profile_predictions_loss: 464.6886 - logcount_predictions_loss: 0.8810 122/1384 [=>............................] - ETA: 6:25 - loss: 471.8683 - logits_profile_predictions_loss: 464.6475 - logcount_predictions_loss: 0.8806 123/1384 [=>............................] - ETA: 6:24 - loss: 471.8170 - 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[==>...........................] - ETA: 6:04 - loss: 469.3502 - logits_profile_predictions_loss: 462.2559 - logcount_predictions_loss: 0.8652 184/1384 [==>...........................] - ETA: 6:04 - loss: 469.3332 - logits_profile_predictions_loss: 462.2405 - logcount_predictions_loss: 0.8650 185/1384 [===>..........................] - ETA: 6:04 - loss: 469.3161 - logits_profile_predictions_loss: 462.2248 - logcount_predictions_loss: 0.8648 186/1384 [===>..........................] - ETA: 6:03 - loss: 469.2986 - logits_profile_predictions_loss: 462.2088 - logcount_predictions_loss: 0.8646 187/1384 [===>..........................] - ETA: 6:03 - loss: 469.2785 - logits_profile_predictions_loss: 462.1902 - logcount_predictions_loss: 0.8644 188/1384 [===>..........................] - ETA: 6:03 - loss: 469.2550 - logits_profile_predictions_loss: 462.1682 - logcount_predictions_loss: 0.8642 189/1384 [===>..........................] - ETA: 6:03 - loss: 469.2333 - 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[===>..........................] - ETA: 5:57 - loss: 468.7780 - logits_profile_predictions_loss: 461.7179 - logcount_predictions_loss: 0.8610 210/1384 [===>..........................] - ETA: 5:56 - loss: 468.7597 - logits_profile_predictions_loss: 461.7007 - logcount_predictions_loss: 0.8609 211/1384 [===>..........................] - ETA: 5:56 - loss: 468.7428 - logits_profile_predictions_loss: 461.6849 - logcount_predictions_loss: 0.8607 212/1384 [===>..........................] - ETA: 5:56 - loss: 468.7253 - logits_profile_predictions_loss: 461.6687 - logcount_predictions_loss: 0.8606 213/1384 [===>..........................] - ETA: 5:56 - loss: 468.7092 - logits_profile_predictions_loss: 461.6537 - logcount_predictions_loss: 0.8604 214/1384 [===>..........................] - ETA: 5:55 - loss: 468.6931 - logits_profile_predictions_loss: 461.6387 - logcount_predictions_loss: 0.8603 215/1384 [===>..........................] - ETA: 5:55 - loss: 468.6755 - 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[===>..........................] - ETA: 5:53 - loss: 468.5560 - logits_profile_predictions_loss: 461.5104 - logcount_predictions_loss: 0.8592 223/1384 [===>..........................] - ETA: 5:53 - loss: 468.5373 - logits_profile_predictions_loss: 461.4928 - logcount_predictions_loss: 0.8591 224/1384 [===>..........................] - ETA: 5:52 - loss: 468.5164 - logits_profile_predictions_loss: 461.4729 - logcount_predictions_loss: 0.8590 225/1384 [===>..........................] - ETA: 5:52 - loss: 468.4984 - logits_profile_predictions_loss: 461.4559 - logcount_predictions_loss: 0.8588 226/1384 [===>..........................] - ETA: 5:52 - loss: 468.4801 - logits_profile_predictions_loss: 461.4384 - logcount_predictions_loss: 0.8587 227/1384 [===>..........................] - ETA: 5:51 - loss: 468.4620 - logits_profile_predictions_loss: 461.4213 - logcount_predictions_loss: 0.8586 228/1384 [===>..........................] - ETA: 5:51 - loss: 468.4448 - 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[====>.........................] - ETA: 5:49 - loss: 468.3475 - logits_profile_predictions_loss: 461.3124 - logcount_predictions_loss: 0.8579 236/1384 [====>.........................] - ETA: 5:49 - loss: 468.3375 - logits_profile_predictions_loss: 461.3031 - logcount_predictions_loss: 0.8579 237/1384 [====>.........................] - ETA: 5:48 - loss: 468.3275 - logits_profile_predictions_loss: 461.2937 - logcount_predictions_loss: 0.8578 238/1384 [====>.........................] - ETA: 5:48 - loss: 468.3178 - logits_profile_predictions_loss: 461.2846 - logcount_predictions_loss: 0.8577 239/1384 [====>.........................] - ETA: 5:48 - loss: 468.3069 - logits_profile_predictions_loss: 461.2744 - logcount_predictions_loss: 0.8576 240/1384 [====>.........................] - ETA: 5:48 - loss: 468.2959 - logits_profile_predictions_loss: 461.2639 - logcount_predictions_loss: 0.8576 241/1384 [====>.........................] - ETA: 5:47 - loss: 468.2863 - 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logits_profile_predictions_loss: 456.7235 - logcount_predictions_loss: 0.8450 1380/1384 [============================>.] - ETA: 1s - loss: 463.6514 - logits_profile_predictions_loss: 456.7221 - logcount_predictions_loss: 0.8450 1381/1384 [============================>.] - ETA: 0s - loss: 463.6499 - logits_profile_predictions_loss: 456.7206 - logcount_predictions_loss: 0.8450 1382/1384 [============================>.] - ETA: 0s - loss: 463.6485 - logits_profile_predictions_loss: 456.7191 - logcount_predictions_loss: 0.8450 1383/1384 [============================>.] - ETA: 0s - loss: 463.6470 - logits_profile_predictions_loss: 456.7177 - logcount_predictions_loss: 0.8450 1384/1384 [==============================] - ETA: 0s - loss: 463.6455 - logits_profile_predictions_loss: 456.7162 - logcount_predictions_loss: 0.8450 1384/1384 [==============================] - 439s 317ms/step - loss: 463.6440 - logits_profile_predictions_loss: 456.7147 - logcount_predictions_loss: 0.8450 - val_loss: 521.3464 - val_logits_profile_predictions_loss: 513.5275 - val_logcount_predictions_loss: 0.9535 Epoch 00011: val_loss did not improve from 511.93204 Epoch 12/50 1/1384 [..............................] - ETA: 7:17 - loss: 423.9123 - logits_profile_predictions_loss: 417.4827 - logcount_predictions_loss: 0.7841 2/1384 [..............................] - ETA: 6:59 - loss: 457.1586 - logits_profile_predictions_loss: 450.4559 - logcount_predictions_loss: 0.8174 3/1384 [..............................] - ETA: 6:58 - loss: 467.8830 - logits_profile_predictions_loss: 461.2261 - logcount_predictions_loss: 0.8118 4/1384 [..............................] - ETA: 6:59 - loss: 477.4520 - logits_profile_predictions_loss: 470.8406 - logcount_predictions_loss: 0.8063 5/1384 [..............................] - ETA: 6:59 - loss: 480.8164 - logits_profile_predictions_loss: 474.1720 - logcount_predictions_loss: 0.8103 6/1384 [..............................] - ETA: 6:58 - loss: 483.4798 - logits_profile_predictions_loss: 476.7812 - logcount_predictions_loss: 0.8169 7/1384 [..............................] - ETA: 6:58 - loss: 483.7885 - logits_profile_predictions_loss: 477.0851 - logcount_predictions_loss: 0.8175 8/1384 [..............................] - ETA: 6:58 - loss: 482.9042 - logits_profile_predictions_loss: 476.2046 - logcount_predictions_loss: 0.8170 9/1384 [..............................] - ETA: 6:58 - loss: 483.9047 - logits_profile_predictions_loss: 477.2115 - logcount_predictions_loss: 0.8162 10/1384 [..............................] - ETA: 6:57 - loss: 484.3546 - logits_profile_predictions_loss: 477.6711 - logcount_predictions_loss: 0.8151 11/1384 [..............................] - ETA: 6:57 - loss: 483.4778 - logits_profile_predictions_loss: 476.8005 - logcount_predictions_loss: 0.8143 12/1384 [..............................] - ETA: 6:57 - loss: 482.8996 - logits_profile_predictions_loss: 476.2226 - logcount_predictions_loss: 0.8143 13/1384 [..............................] - ETA: 6:56 - loss: 482.0792 - logits_profile_predictions_loss: 475.4036 - logcount_predictions_loss: 0.8141 14/1384 [..............................] - ETA: 6:56 - loss: 481.0494 - logits_profile_predictions_loss: 474.3871 - logcount_predictions_loss: 0.8125 15/1384 [..............................] - ETA: 6:56 - loss: 479.6231 - logits_profile_predictions_loss: 472.9585 - logcount_predictions_loss: 0.8127 16/1384 [..............................] - ETA: 6:56 - loss: 478.2121 - logits_profile_predictions_loss: 471.5431 - logcount_predictions_loss: 0.8133 17/1384 [..............................] - ETA: 6:55 - loss: 477.0761 - logits_profile_predictions_loss: 470.4012 - logcount_predictions_loss: 0.8140 18/1384 [..............................] - ETA: 6:55 - loss: 476.0929 - logits_profile_predictions_loss: 469.4081 - logcount_predictions_loss: 0.8152 19/1384 [..............................] - ETA: 6:55 - loss: 475.6124 - logits_profile_predictions_loss: 468.9188 - logcount_predictions_loss: 0.8163 20/1384 [..............................] - ETA: 6:55 - loss: 475.3185 - logits_profile_predictions_loss: 468.6198 - logcount_predictions_loss: 0.8169 21/1384 [..............................] - ETA: 6:54 - loss: 474.9401 - logits_profile_predictions_loss: 468.2410 - logcount_predictions_loss: 0.8170 22/1384 [..............................] - ETA: 6:54 - loss: 474.4210 - logits_profile_predictions_loss: 467.7196 - logcount_predictions_loss: 0.8172 23/1384 [..............................] - ETA: 6:54 - loss: 473.9813 - logits_profile_predictions_loss: 467.2842 - logcount_predictions_loss: 0.8167 24/1384 [..............................] - ETA: 6:53 - loss: 473.4186 - logits_profile_predictions_loss: 466.7319 - logcount_predictions_loss: 0.8154 25/1384 [..............................] - ETA: 6:53 - loss: 472.8976 - logits_profile_predictions_loss: 466.2198 - logcount_predictions_loss: 0.8144 26/1384 [..............................] - ETA: 6:53 - loss: 472.4481 - logits_profile_predictions_loss: 465.7785 - logcount_predictions_loss: 0.8134 27/1384 [..............................] - ETA: 6:52 - loss: 471.9219 - logits_profile_predictions_loss: 465.2624 - logcount_predictions_loss: 0.8121 28/1384 [..............................] - ETA: 6:52 - loss: 471.4733 - logits_profile_predictions_loss: 464.8228 - logcount_predictions_loss: 0.8110 29/1384 [..............................] - ETA: 6:52 - loss: 471.2058 - logits_profile_predictions_loss: 464.5641 - logcount_predictions_loss: 0.8100 30/1384 [..............................] - ETA: 6:52 - loss: 470.8931 - logits_profile_predictions_loss: 464.2605 - logcount_predictions_loss: 0.8089 31/1384 [..............................] - ETA: 6:51 - loss: 470.5994 - logits_profile_predictions_loss: 463.9756 - logcount_predictions_loss: 0.8078 32/1384 [..............................] - ETA: 6:51 - loss: 470.5051 - logits_profile_predictions_loss: 463.8893 - logcount_predictions_loss: 0.8068 33/1384 [..............................] - ETA: 6:51 - loss: 470.4019 - logits_profile_predictions_loss: 463.7942 - logcount_predictions_loss: 0.8058 34/1384 [..............................] - ETA: 6:50 - loss: 470.2014 - logits_profile_predictions_loss: 463.6012 - logcount_predictions_loss: 0.8049 35/1384 [..............................] - ETA: 6:50 - loss: 470.0324 - logits_profile_predictions_loss: 463.4373 - logcount_predictions_loss: 0.8043 36/1384 [..............................] - ETA: 6:50 - loss: 469.9386 - logits_profile_predictions_loss: 463.3489 - logcount_predictions_loss: 0.8036 37/1384 [..............................] - ETA: 6:50 - loss: 469.8800 - logits_profile_predictions_loss: 463.2946 - logcount_predictions_loss: 0.8031 38/1384 [..............................] - ETA: 6:49 - loss: 469.7696 - logits_profile_predictions_loss: 463.1867 - logcount_predictions_loss: 0.8028 39/1384 [..............................] - ETA: 6:49 - loss: 469.7058 - logits_profile_predictions_loss: 463.1261 - logcount_predictions_loss: 0.8024 40/1384 [..............................] - ETA: 6:49 - loss: 469.6767 - logits_profile_predictions_loss: 463.1011 - logcount_predictions_loss: 0.8019 41/1384 [..............................] - ETA: 6:48 - loss: 469.6159 - logits_profile_predictions_loss: 463.0442 - logcount_predictions_loss: 0.8014 42/1384 [..............................] - ETA: 6:48 - loss: 469.5467 - logits_profile_predictions_loss: 462.9783 - logcount_predictions_loss: 0.8010 43/1384 [..............................] - ETA: 6:48 - loss: 469.5552 - logits_profile_predictions_loss: 462.9891 - logcount_predictions_loss: 0.8007 44/1384 [..............................] - ETA: 6:48 - loss: 469.5940 - logits_profile_predictions_loss: 463.0302 - logcount_predictions_loss: 0.8005 45/1384 [..............................] - ETA: 6:47 - loss: 469.6657 - logits_profile_predictions_loss: 463.1035 - logcount_predictions_loss: 0.8003 46/1384 [..............................] - ETA: 6:47 - loss: 469.7391 - logits_profile_predictions_loss: 463.1782 - logcount_predictions_loss: 0.8001 47/1384 [>.............................] - ETA: 6:47 - loss: 469.7611 - logits_profile_predictions_loss: 463.2016 - logcount_predictions_loss: 0.7999 48/1384 [>.............................] - ETA: 6:46 - loss: 469.7990 - logits_profile_predictions_loss: 463.2403 - logcount_predictions_loss: 0.7998 49/1384 [>.............................] - ETA: 6:46 - loss: 469.7988 - logits_profile_predictions_loss: 463.2403 - logcount_predictions_loss: 0.7998 50/1384 [>.............................] - ETA: 6:46 - loss: 469.8345 - logits_profile_predictions_loss: 463.2754 - logcount_predictions_loss: 0.7999 51/1384 [>.............................] - ETA: 6:45 - loss: 469.8613 - logits_profile_predictions_loss: 463.3015 - logcount_predictions_loss: 0.8000 52/1384 [>.............................] - ETA: 6:45 - loss: 469.9154 - logits_profile_predictions_loss: 463.3536 - logcount_predictions_loss: 0.8002 53/1384 [>.............................] - ETA: 6:45 - loss: 469.9377 - logits_profile_predictions_loss: 463.3746 - logcount_predictions_loss: 0.8004 54/1384 [>.............................] - ETA: 6:45 - loss: 469.9879 - logits_profile_predictions_loss: 463.4230 - logcount_predictions_loss: 0.8006 55/1384 [>.............................] - ETA: 6:44 - loss: 470.0145 - logits_profile_predictions_loss: 463.4485 - logcount_predictions_loss: 0.8007 56/1384 [>.............................] - ETA: 6:44 - loss: 470.0232 - logits_profile_predictions_loss: 463.4565 - logcount_predictions_loss: 0.8008 57/1384 [>.............................] - ETA: 6:44 - loss: 470.0375 - logits_profile_predictions_loss: 463.4694 - logcount_predictions_loss: 0.8010 58/1384 [>.............................] - ETA: 6:43 - loss: 470.0434 - logits_profile_predictions_loss: 463.4736 - logcount_predictions_loss: 0.8012 59/1384 [>.............................] - ETA: 6:43 - loss: 470.0475 - logits_profile_predictions_loss: 463.4763 - logcount_predictions_loss: 0.8014 60/1384 [>.............................] - ETA: 6:43 - loss: 470.0479 - logits_profile_predictions_loss: 463.4752 - logcount_predictions_loss: 0.8015 61/1384 [>.............................] - ETA: 6:42 - loss: 470.0520 - logits_profile_predictions_loss: 463.4771 - logcount_predictions_loss: 0.8018 62/1384 [>.............................] - ETA: 6:42 - loss: 470.0461 - logits_profile_predictions_loss: 463.4692 - logcount_predictions_loss: 0.8021 63/1384 [>.............................] - ETA: 6:42 - loss: 470.0646 - logits_profile_predictions_loss: 463.4857 - logcount_predictions_loss: 0.8023 64/1384 [>.............................] - ETA: 6:42 - loss: 470.0956 - logits_profile_predictions_loss: 463.5142 - logcount_predictions_loss: 0.8026 65/1384 [>.............................] - ETA: 6:41 - loss: 470.1525 - logits_profile_predictions_loss: 463.5691 - logcount_predictions_loss: 0.8029 66/1384 [>.............................] - ETA: 6:41 - loss: 470.2190 - logits_profile_predictions_loss: 463.6339 - logcount_predictions_loss: 0.8031 67/1384 [>.............................] - ETA: 6:41 - loss: 470.2967 - logits_profile_predictions_loss: 463.7093 - logcount_predictions_loss: 0.8033 68/1384 [>.............................] - ETA: 6:40 - loss: 470.3742 - logits_profile_predictions_loss: 463.7849 - logcount_predictions_loss: 0.8036 69/1384 [>.............................] - ETA: 6:40 - loss: 470.4562 - logits_profile_predictions_loss: 463.8651 - logcount_predictions_loss: 0.8038 70/1384 [>.............................] - ETA: 6:40 - loss: 470.5263 - logits_profile_predictions_loss: 463.9329 - logcount_predictions_loss: 0.8041 71/1384 [>.............................] - ETA: 6:40 - loss: 470.5628 - logits_profile_predictions_loss: 463.9671 - logcount_predictions_loss: 0.8044 72/1384 [>.............................] - ETA: 6:39 - loss: 470.6013 - logits_profile_predictions_loss: 464.0033 - logcount_predictions_loss: 0.8046 73/1384 [>.............................] - ETA: 6:39 - loss: 470.6233 - logits_profile_predictions_loss: 464.0231 - logcount_predictions_loss: 0.8049 74/1384 [>.............................] - ETA: 6:39 - loss: 470.6299 - logits_profile_predictions_loss: 464.0275 - logcount_predictions_loss: 0.8052 75/1384 [>.............................] - ETA: 6:38 - loss: 470.6334 - logits_profile_predictions_loss: 464.0288 - logcount_predictions_loss: 0.8054 76/1384 [>.............................] - ETA: 6:38 - loss: 470.6301 - logits_profile_predictions_loss: 464.0236 - logcount_predictions_loss: 0.8057 77/1384 [>.............................] - ETA: 6:38 - loss: 470.6391 - logits_profile_predictions_loss: 464.0308 - logcount_predictions_loss: 0.8059 78/1384 [>.............................] - ETA: 6:37 - loss: 470.6608 - logits_profile_predictions_loss: 464.0510 - logcount_predictions_loss: 0.8061 79/1384 [>.............................] - ETA: 6:37 - loss: 470.6789 - logits_profile_predictions_loss: 464.0677 - logcount_predictions_loss: 0.8063 80/1384 [>.............................] - ETA: 6:37 - loss: 470.7015 - logits_profile_predictions_loss: 464.0888 - logcount_predictions_loss: 0.8064 81/1384 [>.............................] - ETA: 6:37 - loss: 470.7342 - logits_profile_predictions_loss: 464.1198 - logcount_predictions_loss: 0.8066 82/1384 [>.............................] - ETA: 6:36 - loss: 470.7618 - logits_profile_predictions_loss: 464.1459 - logcount_predictions_loss: 0.8068 83/1384 [>.............................] - ETA: 6:36 - loss: 470.7717 - logits_profile_predictions_loss: 464.1541 - logcount_predictions_loss: 0.8070 84/1384 [>.............................] - ETA: 6:36 - loss: 470.7683 - logits_profile_predictions_loss: 464.1491 - logcount_predictions_loss: 0.8072 85/1384 [>.............................] - ETA: 6:35 - loss: 470.7690 - logits_profile_predictions_loss: 464.1486 - logcount_predictions_loss: 0.8074 86/1384 [>.............................] - ETA: 6:35 - loss: 470.7659 - logits_profile_predictions_loss: 464.1442 - logcount_predictions_loss: 0.8075 87/1384 [>.............................] - ETA: 6:35 - loss: 470.7499 - logits_profile_predictions_loss: 464.1270 - logcount_predictions_loss: 0.8077 88/1384 [>.............................] - ETA: 6:35 - loss: 470.7419 - logits_profile_predictions_loss: 464.1178 - logcount_predictions_loss: 0.8078 89/1384 [>.............................] - ETA: 6:34 - loss: 470.7247 - logits_profile_predictions_loss: 464.0997 - logcount_predictions_loss: 0.8079 90/1384 [>.............................] - ETA: 6:34 - loss: 470.7111 - logits_profile_predictions_loss: 464.0852 - logcount_predictions_loss: 0.8080 91/1384 [>.............................] - ETA: 6:34 - loss: 470.6851 - logits_profile_predictions_loss: 464.0586 - logcount_predictions_loss: 0.8081 92/1384 [>.............................] - ETA: 6:33 - loss: 470.6586 - logits_profile_predictions_loss: 464.0311 - logcount_predictions_loss: 0.8082 93/1384 [=>............................] - ETA: 6:33 - loss: 470.6358 - logits_profile_predictions_loss: 464.0073 - logcount_predictions_loss: 0.8084 94/1384 [=>............................] - ETA: 6:33 - loss: 470.6172 - logits_profile_predictions_loss: 463.9877 - logcount_predictions_loss: 0.8085 95/1384 [=>............................] - ETA: 6:32 - loss: 470.6015 - logits_profile_predictions_loss: 463.9706 - logcount_predictions_loss: 0.8086 96/1384 [=>............................] - ETA: 6:32 - loss: 470.5890 - logits_profile_predictions_loss: 463.9570 - logcount_predictions_loss: 0.8088 97/1384 [=>............................] - ETA: 6:32 - loss: 470.5731 - logits_profile_predictions_loss: 463.9401 - logcount_predictions_loss: 0.8089 98/1384 [=>............................] - ETA: 6:32 - loss: 470.5506 - logits_profile_predictions_loss: 463.9166 - logcount_predictions_loss: 0.8090 99/1384 [=>............................] - ETA: 6:31 - loss: 470.5312 - logits_profile_predictions_loss: 463.8962 - logcount_predictions_loss: 0.8092 100/1384 [=>............................] - ETA: 6:31 - loss: 470.5098 - logits_profile_predictions_loss: 463.8737 - logcount_predictions_loss: 0.8093 101/1384 [=>............................] - ETA: 6:31 - loss: 470.4770 - logits_profile_predictions_loss: 463.8400 - logcount_predictions_loss: 0.8094 102/1384 [=>............................] - ETA: 6:30 - loss: 470.4514 - logits_profile_predictions_loss: 463.8134 - logcount_predictions_loss: 0.8095 103/1384 [=>............................] - ETA: 6:30 - loss: 470.4281 - logits_profile_predictions_loss: 463.7893 - logcount_predictions_loss: 0.8096 104/1384 [=>............................] - ETA: 6:30 - loss: 470.4055 - logits_profile_predictions_loss: 463.7661 - logcount_predictions_loss: 0.8097 105/1384 [=>............................] - ETA: 6:29 - loss: 470.3811 - logits_profile_predictions_loss: 463.7409 - logcount_predictions_loss: 0.8098 106/1384 [=>............................] - ETA: 6:29 - loss: 470.3503 - logits_profile_predictions_loss: 463.7095 - logcount_predictions_loss: 0.8099 107/1384 [=>............................] - ETA: 6:29 - loss: 470.3239 - logits_profile_predictions_loss: 463.6827 - logcount_predictions_loss: 0.8099 108/1384 [=>............................] - ETA: 6:29 - loss: 470.3022 - logits_profile_predictions_loss: 463.6606 - logcount_predictions_loss: 0.8100 109/1384 [=>............................] - ETA: 6:28 - loss: 470.2809 - logits_profile_predictions_loss: 463.6390 - logcount_predictions_loss: 0.8100 110/1384 [=>............................] - ETA: 6:28 - loss: 470.2606 - logits_profile_predictions_loss: 463.6185 - logcount_predictions_loss: 0.8100 111/1384 [=>............................] - ETA: 6:28 - loss: 470.2448 - logits_profile_predictions_loss: 463.6021 - logcount_predictions_loss: 0.8101 112/1384 [=>............................] - ETA: 6:27 - loss: 470.2343 - logits_profile_predictions_loss: 463.5909 - logcount_predictions_loss: 0.8102 113/1384 [=>............................] - ETA: 6:27 - loss: 470.2266 - logits_profile_predictions_loss: 463.5825 - logcount_predictions_loss: 0.8103 114/1384 [=>............................] - ETA: 6:27 - loss: 470.2182 - logits_profile_predictions_loss: 463.5735 - logcount_predictions_loss: 0.8103 115/1384 [=>............................] - ETA: 6:26 - loss: 470.2102 - logits_profile_predictions_loss: 463.5649 - logcount_predictions_loss: 0.8104 116/1384 [=>............................] - ETA: 6:26 - loss: 470.1940 - logits_profile_predictions_loss: 463.5481 - logcount_predictions_loss: 0.8105 117/1384 [=>............................] - ETA: 6:26 - loss: 470.1841 - logits_profile_predictions_loss: 463.5376 - logcount_predictions_loss: 0.8106 118/1384 [=>............................] - ETA: 6:26 - loss: 470.1729 - logits_profile_predictions_loss: 463.5257 - logcount_predictions_loss: 0.8106 119/1384 [=>............................] - ETA: 6:25 - loss: 470.1611 - logits_profile_predictions_loss: 463.5133 - logcount_predictions_loss: 0.8107 120/1384 [=>............................] - ETA: 6:25 - loss: 470.1459 - logits_profile_predictions_loss: 463.4976 - logcount_predictions_loss: 0.8108 121/1384 [=>............................] - ETA: 6:25 - loss: 470.1255 - logits_profile_predictions_loss: 463.4766 - logcount_predictions_loss: 0.8108 122/1384 [=>............................] - ETA: 6:24 - loss: 470.1050 - logits_profile_predictions_loss: 463.4556 - logcount_predictions_loss: 0.8109 123/1384 [=>............................] - ETA: 6:24 - loss: 470.0901 - logits_profile_predictions_loss: 463.4402 - logcount_predictions_loss: 0.8110 124/1384 [=>............................] - ETA: 6:24 - loss: 470.0750 - logits_profile_predictions_loss: 463.4248 - logcount_predictions_loss: 0.8110 125/1384 [=>............................] - ETA: 6:23 - loss: 470.0645 - logits_profile_predictions_loss: 463.4138 - logcount_predictions_loss: 0.8111 126/1384 [=>............................] - ETA: 6:23 - loss: 470.0550 - logits_profile_predictions_loss: 463.4039 - logcount_predictions_loss: 0.8111 127/1384 [=>............................] - ETA: 6:23 - loss: 470.0386 - logits_profile_predictions_loss: 463.3872 - logcount_predictions_loss: 0.8112 128/1384 [=>............................] - ETA: 6:23 - loss: 470.0235 - logits_profile_predictions_loss: 463.3717 - logcount_predictions_loss: 0.8112 129/1384 [=>............................] - ETA: 6:22 - loss: 470.0080 - logits_profile_predictions_loss: 463.3560 - logcount_predictions_loss: 0.8112 130/1384 [=>............................] - ETA: 6:22 - loss: 469.9888 - logits_profile_predictions_loss: 463.3365 - logcount_predictions_loss: 0.8113 131/1384 [=>............................] - ETA: 6:22 - loss: 469.9649 - logits_profile_predictions_loss: 463.3123 - logcount_predictions_loss: 0.8113 132/1384 [=>............................] - ETA: 6:21 - loss: 469.9471 - logits_profile_predictions_loss: 463.2941 - logcount_predictions_loss: 0.8113 133/1384 [=>............................] - ETA: 6:21 - loss: 469.9264 - logits_profile_predictions_loss: 463.2731 - logcount_predictions_loss: 0.8114 134/1384 [=>............................] - ETA: 6:21 - loss: 469.9015 - logits_profile_predictions_loss: 463.2478 - logcount_predictions_loss: 0.8114 135/1384 [=>............................] - ETA: 6:20 - loss: 469.8763 - logits_profile_predictions_loss: 463.2222 - logcount_predictions_loss: 0.8115 136/1384 [=>............................] - ETA: 6:20 - loss: 469.8559 - logits_profile_predictions_loss: 463.2014 - logcount_predictions_loss: 0.8115 137/1384 [=>............................] - ETA: 6:20 - loss: 469.8295 - logits_profile_predictions_loss: 463.1748 - logcount_predictions_loss: 0.8116 138/1384 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[============================>.] - ETA: 0s - loss: 460.2989 - logits_profile_predictions_loss: 453.6060 - logcount_predictions_loss: 0.8162 1382/1384 [============================>.] - ETA: 0s - loss: 460.2978 - logits_profile_predictions_loss: 453.6048 - logcount_predictions_loss: 0.8162 1383/1384 [============================>.] - ETA: 0s - loss: 460.2967 - logits_profile_predictions_loss: 453.6037 - logcount_predictions_loss: 0.8162 1384/1384 [==============================] - ETA: 0s - loss: 460.2956 - logits_profile_predictions_loss: 453.6025 - logcount_predictions_loss: 0.8162 1384/1384 [==============================] - 439s 317ms/step - loss: 460.2944 - logits_profile_predictions_loss: 453.6014 - logcount_predictions_loss: 0.8162 - val_loss: 514.4283 - val_logits_profile_predictions_loss: 506.8253 - val_logcount_predictions_loss: 0.9272 Epoch 00012: val_loss did not improve from 511.93204 Epoch 13/50 1/1384 [..............................] - ETA: 7:12 - loss: 411.2747 - logits_profile_predictions_loss: 404.4597 - logcount_predictions_loss: 0.8311 2/1384 [..............................] - ETA: 6:59 - loss: 403.1525 - logits_profile_predictions_loss: 396.5840 - logcount_predictions_loss: 0.8010 3/1384 [..............................] - ETA: 6:59 - loss: 405.4595 - logits_profile_predictions_loss: 399.0238 - logcount_predictions_loss: 0.7848 4/1384 [..............................] - ETA: 7:00 - loss: 402.6894 - logits_profile_predictions_loss: 396.4003 - logcount_predictions_loss: 0.7670 5/1384 [..............................] - ETA: 6:59 - loss: 402.1078 - logits_profile_predictions_loss: 395.8344 - logcount_predictions_loss: 0.7650 6/1384 [..............................] - ETA: 6:59 - loss: 401.6277 - logits_profile_predictions_loss: 395.3769 - logcount_predictions_loss: 0.7623 7/1384 [..............................] - ETA: 6:59 - loss: 403.5714 - logits_profile_predictions_loss: 397.3110 - logcount_predictions_loss: 0.7635 8/1384 [..............................] - ETA: 6:58 - loss: 407.0415 - logits_profile_predictions_loss: 400.7733 - logcount_predictions_loss: 0.7644 9/1384 [..............................] - ETA: 6:58 - loss: 409.6647 - logits_profile_predictions_loss: 403.4181 - logcount_predictions_loss: 0.7618 10/1384 [..............................] - ETA: 6:58 - loss: 411.8903 - logits_profile_predictions_loss: 405.6658 - logcount_predictions_loss: 0.7591 11/1384 [..............................] - ETA: 6:57 - loss: 413.4751 - logits_profile_predictions_loss: 407.2500 - logcount_predictions_loss: 0.7592 12/1384 [..............................] - ETA: 6:57 - loss: 415.4983 - logits_profile_predictions_loss: 409.2660 - logcount_predictions_loss: 0.7600 13/1384 [..............................] - ETA: 6:57 - loss: 417.9529 - logits_profile_predictions_loss: 411.7155 - logcount_predictions_loss: 0.7607 14/1384 [..............................] - ETA: 6:57 - loss: 420.1409 - logits_profile_predictions_loss: 413.9069 - logcount_predictions_loss: 0.7602 15/1384 [..............................] - ETA: 6:56 - loss: 422.2208 - logits_profile_predictions_loss: 415.9937 - logcount_predictions_loss: 0.7594 16/1384 [..............................] - ETA: 6:56 - loss: 423.9238 - logits_profile_predictions_loss: 417.7058 - logcount_predictions_loss: 0.7583 17/1384 [..............................] - ETA: 6:56 - loss: 425.9264 - logits_profile_predictions_loss: 419.7098 - logcount_predictions_loss: 0.7581 18/1384 [..............................] - ETA: 6:55 - loss: 427.7447 - logits_profile_predictions_loss: 421.5295 - logcount_predictions_loss: 0.7580 19/1384 [..............................] - ETA: 6:55 - loss: 429.3681 - logits_profile_predictions_loss: 423.1573 - logcount_predictions_loss: 0.7574 20/1384 [..............................] - ETA: 6:55 - loss: 430.7320 - logits_profile_predictions_loss: 424.5229 - logcount_predictions_loss: 0.7572 21/1384 [..............................] - ETA: 6:55 - loss: 432.0642 - logits_profile_predictions_loss: 425.8549 - logcount_predictions_loss: 0.7572 22/1384 [..............................] - ETA: 6:54 - loss: 433.2691 - logits_profile_predictions_loss: 427.0597 - logcount_predictions_loss: 0.7572 23/1384 [..............................] - ETA: 6:54 - loss: 434.3719 - logits_profile_predictions_loss: 428.1639 - logcount_predictions_loss: 0.7571 24/1384 [..............................] - ETA: 6:54 - loss: 435.3971 - logits_profile_predictions_loss: 429.1907 - logcount_predictions_loss: 0.7569 25/1384 [..............................] - ETA: 6:53 - loss: 436.4921 - logits_profile_predictions_loss: 430.2878 - logcount_predictions_loss: 0.7566 26/1384 [..............................] - ETA: 6:53 - loss: 437.5632 - logits_profile_predictions_loss: 431.3606 - logcount_predictions_loss: 0.7564 27/1384 [..............................] - ETA: 6:53 - loss: 438.4788 - logits_profile_predictions_loss: 432.2745 - logcount_predictions_loss: 0.7566 28/1384 [..............................] - ETA: 6:53 - loss: 439.2268 - logits_profile_predictions_loss: 433.0252 - logcount_predictions_loss: 0.7563 29/1384 [..............................] - ETA: 6:52 - loss: 439.9611 - logits_profile_predictions_loss: 433.7639 - logcount_predictions_loss: 0.7558 30/1384 [..............................] - ETA: 6:52 - loss: 440.6051 - logits_profile_predictions_loss: 434.4099 - logcount_predictions_loss: 0.7555 31/1384 [..............................] - ETA: 6:52 - loss: 441.1166 - logits_profile_predictions_loss: 434.9204 - logcount_predictions_loss: 0.7556 32/1384 [..............................] - ETA: 6:51 - loss: 441.5927 - logits_profile_predictions_loss: 435.3950 - logcount_predictions_loss: 0.7558 33/1384 [..............................] - ETA: 6:51 - loss: 442.0089 - logits_profile_predictions_loss: 435.8095 - logcount_predictions_loss: 0.7560 34/1384 [..............................] - ETA: 6:51 - loss: 442.4050 - logits_profile_predictions_loss: 436.2029 - logcount_predictions_loss: 0.7564 35/1384 [..............................] - ETA: 6:51 - loss: 442.8343 - logits_profile_predictions_loss: 436.6276 - logcount_predictions_loss: 0.7569 36/1384 [..............................] - ETA: 6:50 - loss: 443.2565 - logits_profile_predictions_loss: 437.0458 - logcount_predictions_loss: 0.7574 37/1384 [..............................] - ETA: 6:50 - loss: 443.5801 - logits_profile_predictions_loss: 437.3679 - logcount_predictions_loss: 0.7576 38/1384 [..............................] - ETA: 6:50 - loss: 443.9067 - logits_profile_predictions_loss: 437.6941 - logcount_predictions_loss: 0.7576 39/1384 [..............................] - ETA: 6:49 - loss: 444.2013 - logits_profile_predictions_loss: 437.9877 - logcount_predictions_loss: 0.7578 40/1384 [..............................] - ETA: 6:49 - loss: 444.5173 - logits_profile_predictions_loss: 438.3030 - logcount_predictions_loss: 0.7578 41/1384 [..............................] - ETA: 6:49 - loss: 444.7804 - logits_profile_predictions_loss: 438.5663 - logcount_predictions_loss: 0.7578 42/1384 [..............................] - ETA: 6:48 - loss: 445.0618 - logits_profile_predictions_loss: 438.8485 - logcount_predictions_loss: 0.7577 43/1384 [..............................] - ETA: 6:48 - loss: 445.3347 - logits_profile_predictions_loss: 439.1216 - logcount_predictions_loss: 0.7577 44/1384 [..............................] - ETA: 6:48 - loss: 445.5394 - logits_profile_predictions_loss: 439.3274 - logcount_predictions_loss: 0.7576 45/1384 [..............................] - ETA: 6:48 - loss: 445.7102 - logits_profile_predictions_loss: 439.5000 - logcount_predictions_loss: 0.7574 46/1384 [..............................] - ETA: 6:47 - loss: 445.9218 - logits_profile_predictions_loss: 439.7137 - logcount_predictions_loss: 0.7571 47/1384 [>.............................] - ETA: 6:47 - loss: 446.0728 - logits_profile_predictions_loss: 439.8663 - logcount_predictions_loss: 0.7569 48/1384 [>.............................] - ETA: 6:47 - loss: 446.2200 - logits_profile_predictions_loss: 440.0151 - logcount_predictions_loss: 0.7567 49/1384 [>.............................] - ETA: 6:46 - loss: 446.3806 - logits_profile_predictions_loss: 440.1767 - logcount_predictions_loss: 0.7566 50/1384 [>.............................] - ETA: 6:46 - loss: 446.5484 - logits_profile_predictions_loss: 440.3457 - logcount_predictions_loss: 0.7564 51/1384 [>.............................] - ETA: 6:46 - loss: 446.7068 - logits_profile_predictions_loss: 440.5060 - logcount_predictions_loss: 0.7562 52/1384 [>.............................] - ETA: 6:45 - loss: 446.8563 - logits_profile_predictions_loss: 440.6576 - logcount_predictions_loss: 0.7559 53/1384 [>.............................] - ETA: 6:45 - loss: 447.0389 - logits_profile_predictions_loss: 440.8414 - logcount_predictions_loss: 0.7558 54/1384 [>.............................] - ETA: 6:45 - loss: 447.2254 - logits_profile_predictions_loss: 441.0290 - logcount_predictions_loss: 0.7557 55/1384 [>.............................] - ETA: 6:45 - loss: 447.4198 - logits_profile_predictions_loss: 441.2245 - logcount_predictions_loss: 0.7555 56/1384 [>.............................] - ETA: 6:44 - loss: 447.5985 - logits_profile_predictions_loss: 441.4046 - logcount_predictions_loss: 0.7554 57/1384 [>.............................] - ETA: 6:44 - loss: 447.8000 - logits_profile_predictions_loss: 441.6074 - logcount_predictions_loss: 0.7552 58/1384 [>.............................] - ETA: 6:44 - loss: 447.9771 - logits_profile_predictions_loss: 441.7860 - logcount_predictions_loss: 0.7550 59/1384 [>.............................] - ETA: 6:43 - loss: 448.1321 - logits_profile_predictions_loss: 441.9424 - logcount_predictions_loss: 0.7549 60/1384 [>.............................] - ETA: 6:43 - loss: 448.2777 - logits_profile_predictions_loss: 442.0892 - logcount_predictions_loss: 0.7547 61/1384 [>.............................] - ETA: 6:43 - loss: 448.4325 - logits_profile_predictions_loss: 442.2454 - logcount_predictions_loss: 0.7545 62/1384 [>.............................] - ETA: 6:42 - loss: 448.5699 - logits_profile_predictions_loss: 442.3842 - logcount_predictions_loss: 0.7544 63/1384 [>.............................] - ETA: 6:42 - loss: 448.6824 - logits_profile_predictions_loss: 442.4983 - logcount_predictions_loss: 0.7542 64/1384 [>.............................] - ETA: 6:42 - loss: 448.7764 - logits_profile_predictions_loss: 442.5932 - logcount_predictions_loss: 0.7541 65/1384 [>.............................] - ETA: 6:42 - loss: 448.8494 - logits_profile_predictions_loss: 442.6675 - logcount_predictions_loss: 0.7539 66/1384 [>.............................] - ETA: 6:41 - loss: 448.9113 - logits_profile_predictions_loss: 442.7303 - logcount_predictions_loss: 0.7538 67/1384 [>.............................] - ETA: 6:41 - loss: 448.9729 - logits_profile_predictions_loss: 442.7927 - logcount_predictions_loss: 0.7537 68/1384 [>.............................] - ETA: 6:41 - loss: 449.0490 - logits_profile_predictions_loss: 442.8694 - logcount_predictions_loss: 0.7536 69/1384 [>.............................] - ETA: 6:40 - loss: 449.1066 - logits_profile_predictions_loss: 442.9273 - logcount_predictions_loss: 0.7536 70/1384 [>.............................] - ETA: 6:40 - loss: 449.1441 - logits_profile_predictions_loss: 442.9651 - logcount_predictions_loss: 0.7535 71/1384 [>.............................] - ETA: 6:40 - loss: 449.1873 - logits_profile_predictions_loss: 443.0081 - logcount_predictions_loss: 0.7536 72/1384 [>.............................] - ETA: 6:39 - loss: 449.2331 - logits_profile_predictions_loss: 443.0539 - logcount_predictions_loss: 0.7536 73/1384 [>.............................] - ETA: 6:39 - loss: 449.2857 - logits_profile_predictions_loss: 443.1060 - logcount_predictions_loss: 0.7536 74/1384 [>.............................] - ETA: 6:39 - loss: 449.3250 - logits_profile_predictions_loss: 443.1451 - logcount_predictions_loss: 0.7537 75/1384 [>.............................] - ETA: 6:39 - loss: 449.3624 - logits_profile_predictions_loss: 443.1824 - logcount_predictions_loss: 0.7537 76/1384 [>.............................] - ETA: 6:38 - loss: 449.3873 - logits_profile_predictions_loss: 443.2068 - logcount_predictions_loss: 0.7537 77/1384 [>.............................] - ETA: 6:38 - loss: 449.4151 - logits_profile_predictions_loss: 443.2341 - logcount_predictions_loss: 0.7538 78/1384 [>.............................] - ETA: 6:38 - loss: 449.4415 - logits_profile_predictions_loss: 443.2601 - logcount_predictions_loss: 0.7538 79/1384 [>.............................] - ETA: 6:37 - loss: 449.4825 - logits_profile_predictions_loss: 443.3005 - logcount_predictions_loss: 0.7539 80/1384 [>.............................] - ETA: 6:37 - loss: 449.5327 - logits_profile_predictions_loss: 443.3498 - logcount_predictions_loss: 0.7540 81/1384 [>.............................] - ETA: 6:37 - loss: 449.5968 - logits_profile_predictions_loss: 443.4132 - logcount_predictions_loss: 0.7541 82/1384 [>.............................] - ETA: 6:36 - loss: 449.6697 - logits_profile_predictions_loss: 443.4852 - logcount_predictions_loss: 0.7542 83/1384 [>.............................] - ETA: 6:36 - loss: 449.7436 - logits_profile_predictions_loss: 443.5585 - logcount_predictions_loss: 0.7543 84/1384 [>.............................] - ETA: 6:36 - loss: 449.8124 - logits_profile_predictions_loss: 443.6267 - logcount_predictions_loss: 0.7544 85/1384 [>.............................] - ETA: 6:36 - loss: 449.8699 - logits_profile_predictions_loss: 443.6835 - logcount_predictions_loss: 0.7544 86/1384 [>.............................] - ETA: 6:35 - loss: 449.9251 - logits_profile_predictions_loss: 443.7381 - logcount_predictions_loss: 0.7545 87/1384 [>.............................] - ETA: 6:35 - loss: 449.9816 - logits_profile_predictions_loss: 443.7938 - logcount_predictions_loss: 0.7546 88/1384 [>.............................] - ETA: 6:35 - loss: 450.0431 - logits_profile_predictions_loss: 443.8545 - logcount_predictions_loss: 0.7547 89/1384 [>.............................] - ETA: 6:34 - loss: 450.0940 - logits_profile_predictions_loss: 443.9047 - logcount_predictions_loss: 0.7548 90/1384 [>.............................] - ETA: 6:34 - loss: 450.1372 - logits_profile_predictions_loss: 443.9470 - logcount_predictions_loss: 0.7549 91/1384 [>.............................] - ETA: 6:34 - loss: 450.1835 - logits_profile_predictions_loss: 443.9922 - logcount_predictions_loss: 0.7550 92/1384 [>.............................] - ETA: 6:33 - loss: 450.2308 - logits_profile_predictions_loss: 444.0387 - logcount_predictions_loss: 0.7552 93/1384 [=>............................] - ETA: 6:33 - loss: 450.2773 - logits_profile_predictions_loss: 444.0840 - logcount_predictions_loss: 0.7553 94/1384 [=>............................] - ETA: 6:33 - loss: 450.3192 - logits_profile_predictions_loss: 444.1246 - logcount_predictions_loss: 0.7555 95/1384 [=>............................] - ETA: 6:33 - loss: 450.3719 - logits_profile_predictions_loss: 444.1758 - logcount_predictions_loss: 0.7556 96/1384 [=>............................] - ETA: 6:32 - loss: 450.4248 - logits_profile_predictions_loss: 444.2274 - logcount_predictions_loss: 0.7558 97/1384 [=>............................] - ETA: 6:32 - loss: 450.4784 - logits_profile_predictions_loss: 444.2799 - logcount_predictions_loss: 0.7559 98/1384 [=>............................] - ETA: 6:32 - loss: 450.5258 - logits_profile_predictions_loss: 444.3263 - logcount_predictions_loss: 0.7560 99/1384 [=>............................] - ETA: 6:31 - loss: 450.5664 - logits_profile_predictions_loss: 444.3660 - logcount_predictions_loss: 0.7562 100/1384 [=>............................] - ETA: 6:31 - loss: 450.6100 - logits_profile_predictions_loss: 444.4088 - logcount_predictions_loss: 0.7563 101/1384 [=>............................] - ETA: 6:31 - loss: 450.6528 - logits_profile_predictions_loss: 444.4509 - logcount_predictions_loss: 0.7563 102/1384 [=>............................] - ETA: 6:30 - loss: 450.6869 - logits_profile_predictions_loss: 444.4843 - logcount_predictions_loss: 0.7564 103/1384 [=>............................] - ETA: 6:30 - loss: 450.7193 - logits_profile_predictions_loss: 444.5159 - logcount_predictions_loss: 0.7565 104/1384 [=>............................] - ETA: 6:30 - loss: 450.7498 - logits_profile_predictions_loss: 444.5453 - logcount_predictions_loss: 0.7566 105/1384 [=>............................] - ETA: 6:30 - loss: 450.7725 - logits_profile_predictions_loss: 444.5671 - logcount_predictions_loss: 0.7568 106/1384 [=>............................] - ETA: 6:29 - loss: 450.7990 - logits_profile_predictions_loss: 444.5929 - logcount_predictions_loss: 0.7569 107/1384 [=>............................] - ETA: 6:29 - loss: 450.8253 - logits_profile_predictions_loss: 444.6186 - logcount_predictions_loss: 0.7569 108/1384 [=>............................] - ETA: 6:29 - loss: 450.8441 - logits_profile_predictions_loss: 444.6368 - logcount_predictions_loss: 0.7570 109/1384 [=>............................] - ETA: 6:28 - loss: 450.8672 - logits_profile_predictions_loss: 444.6593 - logcount_predictions_loss: 0.7571 110/1384 [=>............................] - ETA: 6:28 - loss: 450.8927 - logits_profile_predictions_loss: 444.6841 - logcount_predictions_loss: 0.7572 111/1384 [=>............................] - ETA: 6:28 - loss: 450.9115 - logits_profile_predictions_loss: 444.7022 - logcount_predictions_loss: 0.7572 112/1384 [=>............................] - ETA: 6:27 - loss: 450.9295 - logits_profile_predictions_loss: 444.7193 - logcount_predictions_loss: 0.7573 113/1384 [=>............................] - ETA: 6:27 - loss: 450.9433 - logits_profile_predictions_loss: 444.7323 - logcount_predictions_loss: 0.7575 114/1384 [=>............................] - ETA: 6:27 - loss: 450.9550 - logits_profile_predictions_loss: 444.7431 - logcount_predictions_loss: 0.7576 115/1384 [=>............................] - ETA: 6:27 - loss: 450.9634 - logits_profile_predictions_loss: 444.7504 - logcount_predictions_loss: 0.7577 116/1384 [=>............................] - ETA: 6:26 - loss: 450.9781 - logits_profile_predictions_loss: 444.7642 - logcount_predictions_loss: 0.7578 117/1384 [=>............................] - ETA: 6:26 - loss: 450.9899 - logits_profile_predictions_loss: 444.7750 - logcount_predictions_loss: 0.7579 118/1384 [=>............................] - ETA: 6:26 - loss: 450.9935 - logits_profile_predictions_loss: 444.7777 - logcount_predictions_loss: 0.7580 119/1384 [=>............................] - ETA: 6:25 - loss: 450.9952 - logits_profile_predictions_loss: 444.7785 - logcount_predictions_loss: 0.7581 120/1384 [=>............................] - ETA: 6:25 - loss: 451.0021 - logits_profile_predictions_loss: 444.7846 - logcount_predictions_loss: 0.7582 121/1384 [=>............................] - ETA: 6:25 - loss: 451.0153 - logits_profile_predictions_loss: 444.7971 - logcount_predictions_loss: 0.7583 122/1384 [=>............................] - ETA: 6:24 - loss: 451.0369 - logits_profile_predictions_loss: 444.8181 - logcount_predictions_loss: 0.7584 123/1384 [=>............................] - ETA: 6:24 - loss: 451.0587 - logits_profile_predictions_loss: 444.8394 - logcount_predictions_loss: 0.7585 124/1384 [=>............................] - ETA: 6:24 - loss: 451.0772 - logits_profile_predictions_loss: 444.8574 - logcount_predictions_loss: 0.7585 125/1384 [=>............................] - ETA: 6:24 - loss: 451.0946 - logits_profile_predictions_loss: 444.8743 - logcount_predictions_loss: 0.7586 126/1384 [=>............................] - ETA: 6:23 - loss: 451.1107 - logits_profile_predictions_loss: 444.8899 - logcount_predictions_loss: 0.7586 127/1384 [=>............................] - ETA: 6:23 - loss: 451.1307 - logits_profile_predictions_loss: 444.9094 - logcount_predictions_loss: 0.7587 128/1384 [=>............................] - ETA: 6:23 - loss: 451.1520 - logits_profile_predictions_loss: 444.9301 - logcount_predictions_loss: 0.7588 129/1384 [=>............................] - ETA: 6:22 - loss: 451.1674 - logits_profile_predictions_loss: 444.9449 - logcount_predictions_loss: 0.7589 130/1384 [=>............................] - ETA: 6:22 - loss: 451.1835 - logits_profile_predictions_loss: 444.9604 - logcount_predictions_loss: 0.7589 131/1384 [=>............................] - ETA: 6:22 - loss: 451.2015 - logits_profile_predictions_loss: 444.9778 - logcount_predictions_loss: 0.7590 132/1384 [=>............................] - ETA: 6:21 - loss: 451.2157 - logits_profile_predictions_loss: 444.9915 - logcount_predictions_loss: 0.7591 133/1384 [=>............................] - ETA: 6:21 - loss: 451.2333 - logits_profile_predictions_loss: 445.0083 - logcount_predictions_loss: 0.7592 134/1384 [=>............................] - ETA: 6:21 - loss: 451.2564 - logits_profile_predictions_loss: 445.0306 - logcount_predictions_loss: 0.7592 135/1384 [=>............................] - ETA: 6:21 - loss: 451.2768 - logits_profile_predictions_loss: 445.0505 - logcount_predictions_loss: 0.7593 136/1384 [=>............................] - ETA: 6:20 - loss: 451.2906 - logits_profile_predictions_loss: 445.0636 - logcount_predictions_loss: 0.7594 137/1384 [=>............................] - ETA: 6:20 - loss: 451.3019 - logits_profile_predictions_loss: 445.0743 - logcount_predictions_loss: 0.7595 138/1384 [=>............................] - ETA: 6:20 - loss: 451.3114 - logits_profile_predictions_loss: 445.0832 - logcount_predictions_loss: 0.7595 139/1384 [==>...........................] - ETA: 6:19 - loss: 451.3174 - logits_profile_predictions_loss: 445.0887 - logcount_predictions_loss: 0.7596 140/1384 [==>...........................] - ETA: 6:19 - loss: 451.3273 - logits_profile_predictions_loss: 445.0982 - logcount_predictions_loss: 0.7597 141/1384 [==>...........................] - ETA: 6:19 - loss: 451.3356 - logits_profile_predictions_loss: 445.1060 - logcount_predictions_loss: 0.7597 142/1384 [==>...........................] - ETA: 6:18 - loss: 451.3414 - logits_profile_predictions_loss: 445.1114 - logcount_predictions_loss: 0.7598 143/1384 [==>...........................] - ETA: 6:18 - loss: 451.3462 - logits_profile_predictions_loss: 445.1158 - logcount_predictions_loss: 0.7598 144/1384 [==>...........................] - ETA: 6:18 - loss: 451.3509 - logits_profile_predictions_loss: 445.1203 - logcount_predictions_loss: 0.7598 145/1384 [==>...........................] - ETA: 6:18 - loss: 451.3544 - logits_profile_predictions_loss: 445.1235 - logcount_predictions_loss: 0.7599 146/1384 [==>...........................] - ETA: 6:17 - loss: 451.3568 - logits_profile_predictions_loss: 445.1254 - logcount_predictions_loss: 0.7599 147/1384 [==>...........................] - ETA: 6:17 - loss: 451.3581 - logits_profile_predictions_loss: 445.1262 - logcount_predictions_loss: 0.7600 148/1384 [==>...........................] - ETA: 6:17 - loss: 451.3625 - logits_profile_predictions_loss: 445.1299 - logcount_predictions_loss: 0.7601 149/1384 [==>...........................] - ETA: 6:16 - loss: 451.3701 - logits_profile_predictions_loss: 445.1372 - logcount_predictions_loss: 0.7601 150/1384 [==>...........................] - ETA: 6:16 - loss: 451.3743 - logits_profile_predictions_loss: 445.1409 - logcount_predictions_loss: 0.7602 151/1384 [==>...........................] - ETA: 6:16 - loss: 451.3764 - logits_profile_predictions_loss: 445.1426 - logcount_predictions_loss: 0.7602 152/1384 [==>...........................] - ETA: 6:15 - loss: 451.3790 - 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[===>..........................] - ETA: 6:05 - loss: 451.5030 - logits_profile_predictions_loss: 445.2571 - logcount_predictions_loss: 0.7617 186/1384 [===>..........................] - ETA: 6:05 - loss: 451.5075 - logits_profile_predictions_loss: 445.2613 - logcount_predictions_loss: 0.7617 187/1384 [===>..........................] - ETA: 6:05 - loss: 451.5154 - logits_profile_predictions_loss: 445.2689 - logcount_predictions_loss: 0.7618 188/1384 [===>..........................] - ETA: 6:04 - loss: 451.5234 - logits_profile_predictions_loss: 445.2765 - logcount_predictions_loss: 0.7618 189/1384 [===>..........................] - ETA: 6:04 - loss: 451.5320 - logits_profile_predictions_loss: 445.2848 - logcount_predictions_loss: 0.7619 190/1384 [===>..........................] - ETA: 6:04 - loss: 451.5407 - logits_profile_predictions_loss: 445.2930 - logcount_predictions_loss: 0.7619 191/1384 [===>..........................] - ETA: 6:04 - loss: 451.5470 - 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[===>..........................] - ETA: 6:01 - loss: 451.5592 - logits_profile_predictions_loss: 445.3097 - logcount_predictions_loss: 0.7621 199/1384 [===>..........................] - ETA: 6:01 - loss: 451.5593 - logits_profile_predictions_loss: 445.3096 - logcount_predictions_loss: 0.7622 200/1384 [===>..........................] - ETA: 6:01 - loss: 451.5599 - logits_profile_predictions_loss: 445.3100 - logcount_predictions_loss: 0.7622 201/1384 [===>..........................] - ETA: 6:01 - loss: 451.5615 - logits_profile_predictions_loss: 445.3113 - logcount_predictions_loss: 0.7622 202/1384 [===>..........................] - ETA: 6:00 - loss: 451.5639 - logits_profile_predictions_loss: 445.3134 - logcount_predictions_loss: 0.7623 203/1384 [===>..........................] - ETA: 6:00 - loss: 451.5662 - logits_profile_predictions_loss: 445.3155 - logcount_predictions_loss: 0.7623 204/1384 [===>..........................] - ETA: 6:00 - loss: 451.5673 - 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[===>..........................] - ETA: 5:58 - loss: 451.5877 - logits_profile_predictions_loss: 445.3352 - logcount_predictions_loss: 0.7625 212/1384 [===>..........................] - ETA: 5:57 - loss: 451.5898 - logits_profile_predictions_loss: 445.3371 - logcount_predictions_loss: 0.7625 213/1384 [===>..........................] - ETA: 5:57 - loss: 451.5912 - logits_profile_predictions_loss: 445.3384 - logcount_predictions_loss: 0.7626 214/1384 [===>..........................] - ETA: 5:57 - loss: 451.5915 - logits_profile_predictions_loss: 445.3384 - logcount_predictions_loss: 0.7626 215/1384 [===>..........................] - ETA: 5:56 - loss: 451.5917 - logits_profile_predictions_loss: 445.3385 - logcount_predictions_loss: 0.7626 216/1384 [===>..........................] - ETA: 5:56 - loss: 451.5918 - logits_profile_predictions_loss: 445.3384 - logcount_predictions_loss: 0.7626 217/1384 [===>..........................] - ETA: 5:56 - loss: 451.5915 - 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[===>..........................] - ETA: 5:54 - loss: 451.5869 - logits_profile_predictions_loss: 445.3319 - logcount_predictions_loss: 0.7628 225/1384 [===>..........................] - ETA: 5:53 - loss: 451.5836 - logits_profile_predictions_loss: 445.3285 - logcount_predictions_loss: 0.7628 226/1384 [===>..........................] - ETA: 5:53 - loss: 451.5799 - logits_profile_predictions_loss: 445.3246 - logcount_predictions_loss: 0.7628 227/1384 [===>..........................] - ETA: 5:53 - loss: 451.5753 - logits_profile_predictions_loss: 445.3199 - logcount_predictions_loss: 0.7629 228/1384 [===>..........................] - ETA: 5:52 - loss: 451.5695 - logits_profile_predictions_loss: 445.3140 - logcount_predictions_loss: 0.7629 229/1384 [===>..........................] - ETA: 5:52 - loss: 451.5626 - logits_profile_predictions_loss: 445.3071 - logcount_predictions_loss: 0.7629 230/1384 [===>..........................] - ETA: 5:52 - loss: 451.5565 - 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[====>.........................] - ETA: 5:50 - loss: 451.5262 - logits_profile_predictions_loss: 445.2705 - logcount_predictions_loss: 0.7629 238/1384 [====>.........................] - ETA: 5:49 - loss: 451.5232 - logits_profile_predictions_loss: 445.2673 - logcount_predictions_loss: 0.7629 239/1384 [====>.........................] - ETA: 5:49 - loss: 451.5189 - logits_profile_predictions_loss: 445.2631 - logcount_predictions_loss: 0.7629 240/1384 [====>.........................] - ETA: 5:49 - loss: 451.5139 - logits_profile_predictions_loss: 445.2580 - logcount_predictions_loss: 0.7629 241/1384 [====>.........................] - ETA: 5:48 - loss: 451.5117 - logits_profile_predictions_loss: 445.2557 - logcount_predictions_loss: 0.7629 242/1384 [====>.........................] - ETA: 5:48 - loss: 451.5086 - logits_profile_predictions_loss: 445.2526 - logcount_predictions_loss: 0.7629 243/1384 [====>.........................] - ETA: 5:48 - loss: 451.5062 - 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[====>.........................] - ETA: 5:46 - loss: 451.5051 - logits_profile_predictions_loss: 445.2495 - logcount_predictions_loss: 0.7629 251/1384 [====>.........................] - ETA: 5:45 - loss: 451.5062 - logits_profile_predictions_loss: 445.2508 - logcount_predictions_loss: 0.7629 252/1384 [====>.........................] - ETA: 5:45 - loss: 451.5065 - logits_profile_predictions_loss: 445.2512 - logcount_predictions_loss: 0.7629 253/1384 [====>.........................] - ETA: 5:45 - loss: 451.5075 - logits_profile_predictions_loss: 445.2522 - logcount_predictions_loss: 0.7628 254/1384 [====>.........................] - ETA: 5:45 - loss: 451.5101 - logits_profile_predictions_loss: 445.2549 - logcount_predictions_loss: 0.7628 255/1384 [====>.........................] - ETA: 5:44 - loss: 451.5137 - logits_profile_predictions_loss: 445.2587 - logcount_predictions_loss: 0.7628 256/1384 [====>.........................] - ETA: 5:44 - loss: 451.5171 - 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[====>.........................] - ETA: 5:42 - loss: 451.5346 - logits_profile_predictions_loss: 445.2810 - logcount_predictions_loss: 0.7626 264/1384 [====>.........................] - ETA: 5:42 - loss: 451.5347 - logits_profile_predictions_loss: 445.2812 - logcount_predictions_loss: 0.7626 265/1384 [====>.........................] - ETA: 5:41 - loss: 451.5344 - logits_profile_predictions_loss: 445.2810 - logcount_predictions_loss: 0.7626 266/1384 [====>.........................] - ETA: 5:41 - loss: 451.5336 - logits_profile_predictions_loss: 445.2804 - logcount_predictions_loss: 0.7626 267/1384 [====>.........................] - ETA: 5:41 - loss: 451.5334 - logits_profile_predictions_loss: 445.2803 - logcount_predictions_loss: 0.7626 268/1384 [====>.........................] - ETA: 5:40 - loss: 451.5352 - logits_profile_predictions_loss: 445.2822 - logcount_predictions_loss: 0.7626 269/1384 [====>.........................] - ETA: 5:40 - loss: 451.5372 - 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[============================>.] - ETA: 12s - loss: 449.2884 - logits_profile_predictions_loss: 443.1110 - logcount_predictions_loss: 0.7533 1344/1384 [============================>.] - ETA: 12s - loss: 449.2868 - logits_profile_predictions_loss: 443.1095 - logcount_predictions_loss: 0.7533 1345/1384 [============================>.] - ETA: 11s - loss: 449.2853 - logits_profile_predictions_loss: 443.1080 - logcount_predictions_loss: 0.7533 1346/1384 [============================>.] - ETA: 11s - loss: 449.2838 - logits_profile_predictions_loss: 443.1065 - logcount_predictions_loss: 0.7533 1347/1384 [============================>.] - ETA: 11s - loss: 449.2823 - logits_profile_predictions_loss: 443.1050 - logcount_predictions_loss: 0.7533 1348/1384 [============================>.] - ETA: 11s - loss: 449.2807 - logits_profile_predictions_loss: 443.1035 - logcount_predictions_loss: 0.7533 1349/1384 [============================>.] - ETA: 10s - loss: 449.2793 - 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logits_profile_predictions_loss: 443.0599 - logcount_predictions_loss: 0.7532 1383/1384 [============================>.] - ETA: 0s - loss: 449.2343 - logits_profile_predictions_loss: 443.0585 - logcount_predictions_loss: 0.7532 1384/1384 [==============================] - ETA: 0s - loss: 449.2328 - logits_profile_predictions_loss: 443.0570 - logcount_predictions_loss: 0.7531 1384/1384 [==============================] - 440s 318ms/step - loss: 449.2313 - logits_profile_predictions_loss: 443.0556 - logcount_predictions_loss: 0.7531 - val_loss: 512.0181 - val_logits_profile_predictions_loss: 504.6669 - val_logcount_predictions_loss: 0.8964 Epoch 00013: val_loss did not improve from 511.93204 Epoch 14/50 1/1384 [..............................] - ETA: 7:18 - loss: 486.7957 - logits_profile_predictions_loss: 480.8212 - logcount_predictions_loss: 0.7286 2/1384 [..............................] - ETA: 6:59 - loss: 478.2952 - logits_profile_predictions_loss: 472.0824 - logcount_predictions_loss: 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[====>.........................] - ETA: 5:44 - loss: 436.9432 - logits_profile_predictions_loss: 431.0859 - logcount_predictions_loss: 0.7143 259/1384 [====>.........................] - ETA: 5:43 - loss: 436.9433 - logits_profile_predictions_loss: 431.0864 - logcount_predictions_loss: 0.7143 260/1384 [====>.........................] - ETA: 5:43 - loss: 436.9457 - logits_profile_predictions_loss: 431.0891 - logcount_predictions_loss: 0.7142 261/1384 [====>.........................] - ETA: 5:43 - loss: 436.9467 - logits_profile_predictions_loss: 431.0906 - logcount_predictions_loss: 0.7142 262/1384 [====>.........................] - ETA: 5:42 - loss: 436.9470 - logits_profile_predictions_loss: 431.0912 - logcount_predictions_loss: 0.7141 263/1384 [====>.........................] - ETA: 5:42 - loss: 436.9473 - logits_profile_predictions_loss: 431.0918 - logcount_predictions_loss: 0.7141 264/1384 [====>.........................] - ETA: 5:42 - loss: 436.9463 - 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[====>.........................] - ETA: 5:40 - loss: 436.9371 - logits_profile_predictions_loss: 431.0845 - logcount_predictions_loss: 0.7137 272/1384 [====>.........................] - ETA: 5:39 - loss: 436.9361 - logits_profile_predictions_loss: 431.0839 - logcount_predictions_loss: 0.7137 273/1384 [====>.........................] - ETA: 5:39 - loss: 436.9365 - logits_profile_predictions_loss: 431.0846 - logcount_predictions_loss: 0.7137 274/1384 [====>.........................] - ETA: 5:39 - loss: 436.9356 - logits_profile_predictions_loss: 431.0840 - logcount_predictions_loss: 0.7136 275/1384 [====>.........................] - ETA: 5:38 - loss: 436.9342 - logits_profile_predictions_loss: 431.0829 - logcount_predictions_loss: 0.7136 276/1384 [====>.........................] - ETA: 5:38 - loss: 436.9323 - logits_profile_predictions_loss: 431.0813 - logcount_predictions_loss: 0.7135 277/1384 [=====>........................] - ETA: 5:38 - loss: 436.9300 - 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[=====>........................] - ETA: 5:36 - loss: 436.9246 - logits_profile_predictions_loss: 431.0759 - logcount_predictions_loss: 0.7133 285/1384 [=====>........................] - ETA: 5:35 - loss: 436.9237 - logits_profile_predictions_loss: 431.0753 - logcount_predictions_loss: 0.7132 286/1384 [=====>........................] - ETA: 5:35 - loss: 436.9226 - logits_profile_predictions_loss: 431.0745 - logcount_predictions_loss: 0.7132 287/1384 [=====>........................] - ETA: 5:35 - loss: 436.9228 - logits_profile_predictions_loss: 431.0750 - logcount_predictions_loss: 0.7132 288/1384 [=====>........................] - ETA: 5:34 - loss: 436.9237 - logits_profile_predictions_loss: 431.0761 - logcount_predictions_loss: 0.7131 289/1384 [=====>........................] - ETA: 5:34 - loss: 436.9238 - logits_profile_predictions_loss: 431.0765 - logcount_predictions_loss: 0.7131 290/1384 [=====>........................] - ETA: 5:34 - loss: 436.9231 - 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[===========================>..] - ETA: 25s - loss: 438.2597 - logits_profile_predictions_loss: 432.4159 - logcount_predictions_loss: 0.7126 1300/1384 [===========================>..] - ETA: 25s - loss: 438.2608 - logits_profile_predictions_loss: 432.4170 - logcount_predictions_loss: 0.7126 1301/1384 [===========================>..] - ETA: 25s - loss: 438.2620 - logits_profile_predictions_loss: 432.4182 - logcount_predictions_loss: 0.7126 1302/1384 [===========================>..] - ETA: 25s - loss: 438.2632 - logits_profile_predictions_loss: 432.4193 - logcount_predictions_loss: 0.7126 1303/1384 [===========================>..] - ETA: 24s - loss: 438.2644 - logits_profile_predictions_loss: 432.4205 - logcount_predictions_loss: 0.7126 1304/1384 [===========================>..] - ETA: 24s - loss: 438.2655 - logits_profile_predictions_loss: 432.4216 - logcount_predictions_loss: 0.7127 1305/1384 [===========================>..] - ETA: 24s - loss: 438.2667 - 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[===========================>..] - ETA: 22s - loss: 438.2747 - logits_profile_predictions_loss: 432.4306 - logcount_predictions_loss: 0.7127 1313/1384 [===========================>..] - ETA: 21s - loss: 438.2758 - logits_profile_predictions_loss: 432.4317 - logcount_predictions_loss: 0.7127 1314/1384 [===========================>..] - ETA: 21s - loss: 438.2769 - logits_profile_predictions_loss: 432.4328 - logcount_predictions_loss: 0.7127 1315/1384 [===========================>..] - ETA: 21s - loss: 438.2780 - logits_profile_predictions_loss: 432.4338 - logcount_predictions_loss: 0.7127 1316/1384 [===========================>..] - ETA: 20s - loss: 438.2790 - logits_profile_predictions_loss: 432.4348 - logcount_predictions_loss: 0.7127 1317/1384 [===========================>..] - ETA: 20s - loss: 438.2800 - logits_profile_predictions_loss: 432.4358 - logcount_predictions_loss: 0.7127 1318/1384 [===========================>..] - ETA: 20s - loss: 438.2810 - logits_profile_predictions_loss: 432.4368 - logcount_predictions_loss: 0.7127 1319/1384 [===========================>..] - ETA: 19s - loss: 438.2821 - logits_profile_predictions_loss: 432.4378 - logcount_predictions_loss: 0.7127 1320/1384 [===========================>..] - ETA: 19s - loss: 438.2831 - logits_profile_predictions_loss: 432.4388 - logcount_predictions_loss: 0.7127 1321/1384 [===========================>..] - ETA: 19s - loss: 438.2841 - logits_profile_predictions_loss: 432.4398 - logcount_predictions_loss: 0.7127 1322/1384 [===========================>..] - ETA: 18s - loss: 438.2851 - logits_profile_predictions_loss: 432.4408 - logcount_predictions_loss: 0.7127 1323/1384 [===========================>..] - ETA: 18s - loss: 438.2863 - logits_profile_predictions_loss: 432.4420 - logcount_predictions_loss: 0.7127 1324/1384 [===========================>..] - ETA: 18s - loss: 438.2874 - logits_profile_predictions_loss: 432.4430 - logcount_predictions_loss: 0.7127 1325/1384 [===========================>..] - ETA: 18s - loss: 438.2885 - logits_profile_predictions_loss: 432.4441 - logcount_predictions_loss: 0.7127 1326/1384 [===========================>..] - ETA: 17s - loss: 438.2896 - logits_profile_predictions_loss: 432.4452 - logcount_predictions_loss: 0.7127 1327/1384 [===========================>..] - ETA: 17s - loss: 438.2908 - logits_profile_predictions_loss: 432.4463 - logcount_predictions_loss: 0.7127 1328/1384 [===========================>..] - ETA: 17s - loss: 438.2918 - logits_profile_predictions_loss: 432.4474 - logcount_predictions_loss: 0.7127 1329/1384 [===========================>..] - ETA: 16s - loss: 438.2929 - logits_profile_predictions_loss: 432.4484 - logcount_predictions_loss: 0.7127 1330/1384 [===========================>..] - ETA: 16s - loss: 438.2939 - logits_profile_predictions_loss: 432.4495 - logcount_predictions_loss: 0.7127 1331/1384 [===========================>..] - ETA: 16s - loss: 438.2950 - logits_profile_predictions_loss: 432.4505 - logcount_predictions_loss: 0.7127 1332/1384 [===========================>..] - ETA: 15s - loss: 438.2960 - logits_profile_predictions_loss: 432.4515 - logcount_predictions_loss: 0.7127 1333/1384 [===========================>..] - ETA: 15s - loss: 438.2971 - logits_profile_predictions_loss: 432.4525 - logcount_predictions_loss: 0.7127 1334/1384 [===========================>..] - ETA: 15s - loss: 438.2980 - logits_profile_predictions_loss: 432.4535 - logcount_predictions_loss: 0.7127 1335/1384 [===========================>..] - ETA: 14s - loss: 438.2990 - logits_profile_predictions_loss: 432.4544 - logcount_predictions_loss: 0.7127 1336/1384 [===========================>..] - ETA: 14s - loss: 438.3000 - logits_profile_predictions_loss: 432.4554 - logcount_predictions_loss: 0.7127 1337/1384 [===========================>..] - ETA: 14s - loss: 438.3009 - logits_profile_predictions_loss: 432.4563 - logcount_predictions_loss: 0.7127 1338/1384 [============================>.] - ETA: 14s - loss: 438.3018 - logits_profile_predictions_loss: 432.4572 - logcount_predictions_loss: 0.7127 1339/1384 [============================>.] - ETA: 13s - loss: 438.3028 - logits_profile_predictions_loss: 432.4581 - logcount_predictions_loss: 0.7127 1340/1384 [============================>.] - ETA: 13s - loss: 438.3038 - logits_profile_predictions_loss: 432.4591 - logcount_predictions_loss: 0.7127 1341/1384 [============================>.] - ETA: 13s - loss: 438.3047 - logits_profile_predictions_loss: 432.4601 - logcount_predictions_loss: 0.7127 1342/1384 [============================>.] - ETA: 12s - loss: 438.3057 - logits_profile_predictions_loss: 432.4610 - logcount_predictions_loss: 0.7127 1343/1384 [============================>.] - ETA: 12s - loss: 438.3067 - logits_profile_predictions_loss: 432.4620 - logcount_predictions_loss: 0.7127 1344/1384 [============================>.] - ETA: 12s - loss: 438.3077 - logits_profile_predictions_loss: 432.4629 - logcount_predictions_loss: 0.7128 1345/1384 [============================>.] - ETA: 11s - loss: 438.3086 - logits_profile_predictions_loss: 432.4639 - logcount_predictions_loss: 0.7128 1346/1384 [============================>.] - ETA: 11s - loss: 438.3095 - logits_profile_predictions_loss: 432.4647 - logcount_predictions_loss: 0.7128 1347/1384 [============================>.] - ETA: 11s - loss: 438.3104 - logits_profile_predictions_loss: 432.4656 - logcount_predictions_loss: 0.7128 1348/1384 [============================>.] - ETA: 11s - loss: 438.3114 - logits_profile_predictions_loss: 432.4666 - logcount_predictions_loss: 0.7128 1349/1384 [============================>.] - ETA: 10s - loss: 438.3123 - logits_profile_predictions_loss: 432.4675 - logcount_predictions_loss: 0.7128 1350/1384 [============================>.] - ETA: 10s - loss: 438.3132 - logits_profile_predictions_loss: 432.4684 - logcount_predictions_loss: 0.7128 1351/1384 [============================>.] - ETA: 10s - loss: 438.3141 - logits_profile_predictions_loss: 432.4692 - logcount_predictions_loss: 0.7128 1352/1384 [============================>.] - ETA: 9s - loss: 438.3149 - logits_profile_predictions_loss: 432.4700 - logcount_predictions_loss: 0.7128  1353/1384 [============================>.] - ETA: 9s - loss: 438.3157 - logits_profile_predictions_loss: 432.4708 - logcount_predictions_loss: 0.7128 1354/1384 [============================>.] - ETA: 9s - loss: 438.3165 - logits_profile_predictions_loss: 432.4716 - logcount_predictions_loss: 0.7128 1355/1384 [============================>.] - ETA: 8s - loss: 438.3174 - logits_profile_predictions_loss: 432.4724 - logcount_predictions_loss: 0.7128 1356/1384 [============================>.] - ETA: 8s - loss: 438.3182 - logits_profile_predictions_loss: 432.4733 - logcount_predictions_loss: 0.7128 1357/1384 [============================>.] - ETA: 8s - loss: 438.3191 - logits_profile_predictions_loss: 432.4742 - logcount_predictions_loss: 0.7128 1358/1384 [============================>.] - ETA: 7s - loss: 438.3199 - logits_profile_predictions_loss: 432.4750 - logcount_predictions_loss: 0.7128 1359/1384 [============================>.] - ETA: 7s - loss: 438.3207 - logits_profile_predictions_loss: 432.4757 - logcount_predictions_loss: 0.7128 1360/1384 [============================>.] - ETA: 7s - loss: 438.3216 - logits_profile_predictions_loss: 432.4766 - logcount_predictions_loss: 0.7128 1361/1384 [============================>.] - ETA: 7s - loss: 438.3224 - logits_profile_predictions_loss: 432.4774 - logcount_predictions_loss: 0.7128 1362/1384 [============================>.] - ETA: 6s - loss: 438.3232 - logits_profile_predictions_loss: 432.4782 - logcount_predictions_loss: 0.7128 1363/1384 [============================>.] - ETA: 6s - loss: 438.3240 - logits_profile_predictions_loss: 432.4789 - logcount_predictions_loss: 0.7128 1364/1384 [============================>.] - ETA: 6s - loss: 438.3248 - logits_profile_predictions_loss: 432.4797 - logcount_predictions_loss: 0.7128 1365/1384 [============================>.] - ETA: 5s - loss: 438.3255 - logits_profile_predictions_loss: 432.4804 - logcount_predictions_loss: 0.7128 1366/1384 [============================>.] - ETA: 5s - loss: 438.3263 - logits_profile_predictions_loss: 432.4812 - logcount_predictions_loss: 0.7128 1367/1384 [============================>.] - ETA: 5s - loss: 438.3270 - logits_profile_predictions_loss: 432.4819 - logcount_predictions_loss: 0.7128 1368/1384 [============================>.] - ETA: 4s - loss: 438.3277 - logits_profile_predictions_loss: 432.4826 - logcount_predictions_loss: 0.7128 1369/1384 [============================>.] - ETA: 4s - loss: 438.3283 - logits_profile_predictions_loss: 432.4832 - logcount_predictions_loss: 0.7128 1370/1384 [============================>.] - ETA: 4s - loss: 438.3290 - logits_profile_predictions_loss: 432.4838 - logcount_predictions_loss: 0.7128 1371/1384 [============================>.] - ETA: 3s - loss: 438.3296 - logits_profile_predictions_loss: 432.4844 - logcount_predictions_loss: 0.7128 1372/1384 [============================>.] - ETA: 3s - loss: 438.3302 - logits_profile_predictions_loss: 432.4850 - logcount_predictions_loss: 0.7128 1373/1384 [============================>.] - ETA: 3s - loss: 438.3308 - logits_profile_predictions_loss: 432.4856 - logcount_predictions_loss: 0.7128 1374/1384 [============================>.] - ETA: 3s - loss: 438.3314 - logits_profile_predictions_loss: 432.4861 - logcount_predictions_loss: 0.7128 1375/1384 [============================>.] - ETA: 2s - loss: 438.3319 - logits_profile_predictions_loss: 432.4867 - logcount_predictions_loss: 0.7128 1376/1384 [============================>.] - ETA: 2s - loss: 438.3325 - logits_profile_predictions_loss: 432.4872 - logcount_predictions_loss: 0.7128 1377/1384 [============================>.] - ETA: 2s - loss: 438.3330 - logits_profile_predictions_loss: 432.4878 - logcount_predictions_loss: 0.7128 1378/1384 [============================>.] - ETA: 1s - loss: 438.3336 - logits_profile_predictions_loss: 432.4883 - logcount_predictions_loss: 0.7128 1379/1384 [============================>.] - ETA: 1s - loss: 438.3341 - logits_profile_predictions_loss: 432.4888 - logcount_predictions_loss: 0.7128 1380/1384 [============================>.] - ETA: 1s - loss: 438.3346 - logits_profile_predictions_loss: 432.4892 - logcount_predictions_loss: 0.7128 1381/1384 [============================>.] - ETA: 0s - loss: 438.3350 - logits_profile_predictions_loss: 432.4897 - logcount_predictions_loss: 0.7128 1382/1384 [============================>.] - ETA: 0s - loss: 438.3355 - logits_profile_predictions_loss: 432.4901 - logcount_predictions_loss: 0.7128 1383/1384 [============================>.] - ETA: 0s - loss: 438.3359 - logits_profile_predictions_loss: 432.4905 - logcount_predictions_loss: 0.7128 1384/1384 [==============================] - ETA: 0s - loss: 438.3364 - logits_profile_predictions_loss: 432.4910 - logcount_predictions_loss: 0.7128 1384/1384 [==============================] - 440s 318ms/step - loss: 438.3368 - logits_profile_predictions_loss: 432.4914 - logcount_predictions_loss: 0.7128 - val_loss: 512.4966 - val_logits_profile_predictions_loss: 505.2761 - val_logcount_predictions_loss: 0.8806 Epoch 00014: val_loss did not improve from 511.93204 Restoring model weights from the end of the best epoch. Epoch 00014: early stopping save model save model without bias 2022-10-05_22-31-38: 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//ENCSR467MSP//preprocessing/bigWigs/ENCSR467MSP.bigWig \ --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR467MSP//chrombppnet_model_encsr283tme_bias_fold_3//filtered.peaks.bed \ --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR467MSP//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/ENCSR467MSP//chrombppnet_model_encsr283tme_bias_fold_3//chrombpnet \ --batch_size=256 \ --model_h5=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR467MSP//chrombppnet_model_encsr283tme_bias_fold_3//chrombpnet.h5 got the model loading peaks... got split:test for bed regions:(22430, 10) loading nonpeaks... got split:test for bed regions:(22523, 10) 0/176 100/176 2022-10-05_22-36-18: 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//ENCSR467MSP//preprocessing/bigWigs/ENCSR467MSP.bigWig \ --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR467MSP//chrombppnet_model_encsr283tme_bias_fold_3//filtered.peaks.bed \ --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR467MSP//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/ENCSR467MSP//chrombppnet_model_encsr283tme_bias_fold_3//chrombpnet_wo_bias \ --batch_size=256 \ --model_h5=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR467MSP//chrombppnet_model_encsr283tme_bias_fold_3//chrombpnet_wo_bias.h5 got the model loading peaks... got split:test for bed regions:(22430, 10) loading nonpeaks... got split:test for bed regions:(22523, 10) 0/176 100/176 2022-10-05_22-40-06: 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//ENCSR467MSP//preprocessing/bigWigs/ENCSR467MSP.bigWig \ --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR467MSP//chrombppnet_model_encsr283tme_bias_fold_3//filtered.peaks.bed \ --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR467MSP//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/ENCSR467MSP//chrombppnet_model_encsr283tme_bias_fold_3//bias \ --batch_size=256 \ --model_h5=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR467MSP//chrombppnet_model_encsr283tme_bias_fold_3//bias_model_scaled.h5 got the model loading peaks... got split:test for bed regions:(22430, 10) loading nonpeaks... got split:test for bed regions:(22523, 10) 0/176 100/176 2022-10-05_22-42-22: mkdir /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR467MSP//chrombppnet_model_encsr283tme_bias_fold_3//footprints 2022-10-05_22-42-22: 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/ENCSR467MSP//chrombppnet_model_encsr283tme_bias_fold_3//filtered.nonpeaks.bed \ -chr chr1 \ -m /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR467MSP//chrombppnet_model_encsr283tme_bias_fold_3//chrombpnet_wo_bias.h5 \ -bs 512 \ -o /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR467MSP//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 1/21 [>.............................] - ETA: 6:39 3/21 [===>..........................] - ETA: 8s  4/21 [====>.........................] - ETA: 10s 5/21 [======>.......................] - ETA: 11s 6/21 [=======>......................] - ETA: 11s 7/21 [=========>....................] - ETA: 10s 8/21 [==========>...................] - ETA: 10s 9/21 [===========>..................] - ETA: 9s  10/21 [=============>................] - ETA: 9s 11/21 [==============>...............] - ETA: 8s 12/21 [================>.............] - ETA: 7s 13/21 [=================>............] - ETA: 6s 14/21 [===================>..........] - ETA: 6s 15/21 [====================>.........] - ETA: 5s 16/21 [=====================>........] - ETA: 4s 17/21 [=======================>......] - ETA: 3s 18/21 [========================>.....] - ETA: 2s 19/21 [==========================>...] - ETA: 1s 20/21 [===========================>..] - ETA: 0s 21/21 [==============================] - ETA: 0s 21/21 [==============================] - 61s 2s/step 1/21 [>.............................] - ETA: 0s 2/21 [=>............................] - ETA: 17s 3/21 [===>..........................] - ETA: 16s 4/21 [====>.........................] - ETA: 15s 5/21 [======>.......................] - ETA: 15s 6/21 [=======>......................] - ETA: 14s 7/21 [=========>....................] - ETA: 13s 8/21 [==========>...................] - ETA: 12s 9/21 [===========>..................] - ETA: 11s 10/21 [=============>................] - ETA: 10s 11/21 [==============>...............] - ETA: 9s  12/21 [================>.............] - ETA: 8s 13/21 [=================>............] - ETA: 7s 14/21 [===================>..........] - ETA: 6s 15/21 [====================>.........] - ETA: 5s 16/21 [=====================>........] - ETA: 4s 17/21 [=======================>......] - ETA: 3s 18/21 [========================>.....] - ETA: 2s 19/21 [==========================>...] - ETA: 1s 20/21 [===========================>..] - ETA: 0s 21/21 [==============================] - ETA: 0s 21/21 [==============================] - 19s 958ms/step inserting motif: dnase_2 TGTACTTACGAA 1/21 [>.............................] - ETA: 0s 2/21 [=>............................] - ETA: 17s 3/21 [===>..........................] - ETA: 16s 4/21 [====>.........................] - ETA: 16s 5/21 [======>.......................] - ETA: 15s 6/21 [=======>......................] - ETA: 14s 7/21 [=========>....................] - ETA: 13s 8/21 [==========>...................] - ETA: 12s 9/21 [===========>..................] - ETA: 11s 10/21 [=============>................] - ETA: 10s 11/21 [==============>...............] - ETA: 9s  12/21 [================>.............] - ETA: 8s 13/21 [=================>............] - ETA: 7s 14/21 [===================>..........] - ETA: 6s 15/21 [====================>.........] - ETA: 5s 16/21 [=====================>........] - ETA: 4s 17/21 [=======================>......] - ETA: 3s 18/21 [========================>.....] - ETA: 2s 19/21 [==========================>...] - ETA: 1s 20/21 [===========================>..] - ETA: 0s 21/21 [==============================] - ETA: 0s 21/21 [==============================] - 19s 961ms/step 1/21 [>.............................] - ETA: 0s 2/21 [=>............................] - ETA: 17s 3/21 [===>..........................] - ETA: 17s 4/21 [====>.........................] - ETA: 16s 5/21 [======>.......................] - ETA: 15s 6/21 [=======>......................] - ETA: 14s 7/21 [=========>....................] - ETA: 13s 8/21 [==========>...................] - ETA: 12s 9/21 [===========>..................] - ETA: 11s 10/21 [=============>................] - ETA: 10s 11/21 [==============>...............] - ETA: 9s  12/21 [================>.............] - ETA: 8s 13/21 [=================>............] - ETA: 7s 14/21 [===================>..........] - ETA: 6s 15/21 [====================>.........] - ETA: 5s 16/21 [=====================>........] - ETA: 4s 17/21 [=======================>......] - ETA: 3s 18/21 [========================>.....] - ETA: 2s 19/21 [==========================>...] - ETA: 1s 20/21 [===========================>..] - ETA: 0s 21/21 [==============================] - ETA: 0s 21/21 [==============================] - 19s 962ms/step Saving marginal footprints 2022-10-05_22-44-35: mkdir /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR467MSP//chrombppnet_model_encsr283tme_bias_fold_3//footprints 2022-10-05_22-44-35: 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/ENCSR467MSP//chrombppnet_model_encsr283tme_bias_fold_3//filtered.nonpeaks.bed \ -chr chr1 \ -m /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR467MSP//chrombppnet_model_encsr283tme_bias_fold_3//bias_model_scaled.h5 \ -bs 512 \ -o /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR467MSP//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 1/21 [>.............................] - ETA: 5:02 3/21 [===>..........................] - ETA: 0s  4/21 [====>.........................] - ETA: 1s 5/21 [======>.......................] - ETA: 1s 6/21 [=======>......................] - ETA: 1s 7/21 [=========>....................] - ETA: 1s 8/21 [==========>...................] - ETA: 0s 9/21 [===========>..................] - ETA: 0s 10/21 [=============>................] - ETA: 0s 11/21 [==============>...............] - ETA: 0s 12/21 [================>.............] - ETA: 0s 13/21 [=================>............] - ETA: 0s 14/21 [===================>..........] - ETA: 0s 15/21 [====================>.........] - ETA: 0s 16/21 [=====================>........] - ETA: 0s 17/21 [=======================>......] - ETA: 0s 18/21 [========================>.....] - ETA: 0s 19/21 [==========================>...] - ETA: 0s 20/21 [===========================>..] - ETA: 0s 21/21 [==============================] - ETA: 0s 21/21 [==============================] - 29s 711ms/step 1/21 [>.............................] - ETA: 0s 2/21 [=>............................] - ETA: 1s 3/21 [===>..........................] - ETA: 1s 4/21 [====>.........................] - ETA: 1s 5/21 [======>.......................] - ETA: 1s 6/21 [=======>......................] - ETA: 1s 7/21 [=========>....................] - ETA: 1s 8/21 [==========>...................] - ETA: 1s 9/21 [===========>..................] - ETA: 1s 10/21 [=============>................] - ETA: 0s 11/21 [==============>...............] - ETA: 0s 12/21 [================>.............] - ETA: 0s 13/21 [=================>............] - ETA: 0s 14/21 [===================>..........] - ETA: 0s 15/21 [====================>.........] - ETA: 0s 16/21 [=====================>........] - ETA: 0s 17/21 [=======================>......] - ETA: 0s 18/21 [========================>.....] - ETA: 0s 19/21 [==========================>...] - ETA: 0s 20/21 [===========================>..] - ETA: 0s 21/21 [==============================] - ETA: 0s 21/21 [==============================] - 2s 88ms/step inserting motif: dnase_2 TGTACTTACGAA 1/21 [>.............................] - ETA: 0s 2/21 [=>............................] - ETA: 1s 3/21 [===>..........................] - ETA: 1s 4/21 [====>.........................] - ETA: 1s 5/21 [======>.......................] - ETA: 1s 6/21 [=======>......................] - ETA: 1s 7/21 [=========>....................] - ETA: 1s 8/21 [==========>...................] - ETA: 1s 9/21 [===========>..................] - ETA: 1s 10/21 [=============>................] - ETA: 0s 11/21 [==============>...............] - ETA: 0s 12/21 [================>.............] - ETA: 0s 13/21 [=================>............] - ETA: 0s 14/21 [===================>..........] - ETA: 0s 15/21 [====================>.........] - ETA: 0s 16/21 [=====================>........] - ETA: 0s 17/21 [=======================>......] - ETA: 0s 18/21 [========================>.....] - ETA: 0s 19/21 [==========================>...] - ETA: 0s 20/21 [===========================>..] - ETA: 0s 21/21 [==============================] - ETA: 0s 21/21 [==============================] - 2s 87ms/step 1/21 [>.............................] - ETA: 0s 2/21 [=>............................] - ETA: 1s 3/21 [===>..........................] - ETA: 1s 4/21 [====>.........................] - ETA: 1s 5/21 [======>.......................] - ETA: 1s 6/21 [=======>......................] - ETA: 1s 7/21 [=========>....................] - ETA: 1s 8/21 [==========>...................] - ETA: 1s 9/21 [===========>..................] - ETA: 1s 10/21 [=============>................] - ETA: 0s 11/21 [==============>...............] - ETA: 0s 12/21 [================>.............] - ETA: 0s 13/21 [=================>............] - ETA: 0s 14/21 [===================>..........] - ETA: 0s 15/21 [====================>.........] - ETA: 0s 16/21 [=====================>........] - ETA: 0s 17/21 [=======================>......] - ETA: 0s 18/21 [========================>.....] - ETA: 0s 19/21 [==========================>...] - ETA: 0s 20/21 [===========================>..] - ETA: 0s 21/21 [==============================] - ETA: 0s 21/21 [==============================] - 2s 87ms/step Saving marginal footprints