diff --git "a/fold_1/logs.models.fold_1.ENCSR705KEB/logfile.modelling.fold_1.ENCSR705KEB.stdout_v1.txt" "b/fold_1/logs.models.fold_1.ENCSR705KEB/logfile.modelling.fold_1.ENCSR705KEB.stdout_v1.txt" new file mode 100644--- /dev/null +++ "b/fold_1/logs.models.fold_1.ENCSR705KEB/logfile.modelling.fold_1.ENCSR705KEB.stdout_v1.txt" @@ -0,0 +1,570 @@ +2022-09-22_09-23-56: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/helpers/hyperparameters/find_chrombpnet_hyperparams.py \ + --genome=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ + --bigwig=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/ATAC//ENCSR705KEB//preprocessing/bigWigs/ENCSR705KEB.bigWig \ + --peaks=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/ATAC//ENCSR705KEB//preprocessing/downloads/peaks.bed.gz \ + --nonpeaks=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/ATAC//ENCSR705KEB//negatives_data/negatives_with_summit.bed \ + --outlier_threshold=0.99 \ + --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_1.json \ + --negative_sampling_ratio=0.1 \ + --inputlen=2114 \ + --outputlen=1000 \ + --max_jitter=500 \ + --filters=512 \ + --n_dilation_layers=8 \ + --bias_model_path=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/atac_bias_models/fold_1/bias.h5 \ + --output_dir=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR705KEB//chrombpnet_model_feb15_fold_1/ +evaluating hyperparameters on the following chromosomes ['chr1', 'chr3', 'chr4', 'chr5', 'chr6', 'chr7', 'chr10', 'chr11', 'chr13', 'chr14', 'chr15', 'chr18', 'chr19', 'chr20', 'chr21', 'chr22', 'chrX', 'chrY', 'chr12', 'chr17'] +Number of peaks input: 125410 +Number of peaks filtered because the input/output is on the edge: 0 +Number of peaks being used: 125410 +Number of peaks input: 31571 +Number of peaks filtered because the input/output is on the edge: 0 +Number of peaks being used: 31571 +Number of non peaks input: 125726 +Number of non peaks filtered because the input/output is on the edge: 0 +Number of non peaks being used: 125726 +Number of non peaks input: 31254 +Number of non peaks filtered because the input/output is on the edge: 0 +Number of non peaks being used: 31254 +Number of peaks after removing outliers: 124028 +Number of nonpeaks after removing outliers: 108707 +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 +__________________________________________________________________________________________________ +Predicting within adjust counts + 1/3398 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/home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/train.py \ + --genome=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ + --bigwig=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/ATAC//ENCSR705KEB//preprocessing/bigWigs/ENCSR705KEB.bigWig \ + --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR705KEB//chrombpnet_model_feb15_fold_1//filtered.peaks.bed \ + --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR705KEB//chrombpnet_model_feb15_fold_1//filtered.nonpeaks.bed \ + --params=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR705KEB//chrombpnet_model_feb15_fold_1//chrombpnet_model_params.tsv \ + --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR705KEB//chrombpnet_model_feb15_fold_1//chrombpnet \ + --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_1.json \ + --batch_size=64 \ + --architecture_from_file=/home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/models/chrombpnet_with_bias_model.py \ + --trackables logcount_predictions_loss loss logits_profile_predictions_loss val_logcount_predictions_loss val_loss val_logits_profile_predictions_loss +{'counts_loss_weight': '17.9', 'filters': '512', 'n_dil_layers': '8', 'bias_model_path': '/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR705KEB//chrombpnet_model_feb15_fold_1/bias_model_scaled.h5', 'inputlen': '2114', 'outputlen': '1000', 'max_jitter': '500', 'chr_fold_path': '/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_1.json', 'negative_sampling_ratio': '0.1'} +got the model +loading peaks... +got split:train for bed regions:(109138, 10) +loading nonpeaks... +got split:train for bed regions:(96572, 10) +loading peaks... +got split:valid for bed regions:(14890, 10) +loading nonpeaks... +got split:valid for bed regions:(12135, 10) +Epoch 1/50 + 1/1876 [..............................] - ETA: 64:16:15 - loss: 480.1244 - logits_profile_predictions_loss: 378.4033 - logcount_predictions_loss: 5.6827 2/1876 [..............................] - ETA: 9:55 - loss: 1864.9295 - logits_profile_predictions_loss: 404.5333 - logcount_predictions_loss: 81.5864  3/1876 [..............................] - ETA: 9:47 - loss: 2043.8303 - logits_profile_predictions_loss: 426.7813 - logcount_predictions_loss: 90.3379 4/1876 [..............................] - ETA: 9:44 - loss: 2025.2624 - logits_profile_predictions_loss: 440.9982 - logcount_predictions_loss: 88.5064 5/1876 [..............................] - ETA: 9:43 - loss: 1957.8522 - logits_profile_predictions_loss: 447.8913 - logcount_predictions_loss: 84.3554 6/1876 [..............................] - ETA: 9:42 - loss: 1882.3765 - logits_profile_predictions_loss: 452.0705 - logcount_predictions_loss: 79.9054 7/1876 [..............................] - ETA: 9:41 - loss: 1809.4940 - logits_profile_predictions_loss: 454.5282 - logcount_predictions_loss: 75.6964 8/1876 [..............................] - ETA: 9:40 - loss: 1742.9815 - logits_profile_predictions_loss: 456.5467 - logcount_predictions_loss: 71.8679 9/1876 [..............................] - ETA: 9:39 - loss: 1682.9021 - logits_profile_predictions_loss: 458.0799 - logcount_predictions_loss: 68.4258 10/1876 [..............................] - ETA: 9:39 - loss: 1629.7676 - logits_profile_predictions_loss: 459.9579 - logcount_predictions_loss: 65.3525 11/1876 [..............................] - ETA: 9:38 - loss: 1581.4148 - logits_profile_predictions_loss: 461.1166 - logcount_predictions_loss: 62.5865 12/1876 [..............................] - ETA: 9:38 - loss: 1537.3348 - logits_profile_predictions_loss: 461.7880 - logcount_predictions_loss: 60.0864 13/1876 [..............................] - ETA: 9:37 - loss: 1496.9687 - logits_profile_predictions_loss: 462.0279 - logcount_predictions_loss: 57.8179 14/1876 [..............................] - ETA: 9:37 - loss: 1459.8358 - logits_profile_predictions_loss: 461.9390 - logcount_predictions_loss: 55.7484 15/1876 [..............................] - ETA: 9:36 - loss: 1425.9572 - logits_profile_predictions_loss: 461.8632 - logcount_predictions_loss: 53.8600 16/1876 [..............................] - ETA: 9:36 - loss: 1394.8851 - logits_profile_predictions_loss: 461.7668 - logcount_predictions_loss: 52.1295 17/1876 [..............................] - ETA: 9:35 - loss: 1366.1331 - logits_profile_predictions_loss: 461.5550 - logcount_predictions_loss: 50.5351 18/1876 [..............................] - ETA: 9:35 - loss: 1339.8807 - logits_profile_predictions_loss: 461.5973 - logcount_predictions_loss: 49.0661 19/1876 [..............................] - ETA: 9:35 - loss: 1315.6093 - logits_profile_predictions_loss: 461.6822 - logcount_predictions_loss: 47.7054 20/1876 [..............................] - ETA: 9:34 - loss: 1292.7946 - logits_profile_predictions_loss: 461.5636 - logcount_predictions_loss: 46.4375 21/1876 [..............................] - ETA: 9:34 - loss: 1271.4110 - logits_profile_predictions_loss: 461.3543 - logcount_predictions_loss: 45.2546 22/1876 [..............................] - ETA: 9:34 - loss: 1251.3727 - logits_profile_predictions_loss: 461.1098 - logcount_predictions_loss: 44.1488 23/1876 [..............................] - ETA: 9:33 - loss: 1232.5692 - logits_profile_predictions_loss: 460.8502 - logcount_predictions_loss: 43.1128 24/1876 [..............................] - ETA: 9:33 - loss: 1214.7414 - logits_profile_predictions_loss: 460.4707 - logcount_predictions_loss: 42.1380 25/1876 [..............................] - ETA: 9:33 - loss: 1197.7879 - logits_profile_predictions_loss: 459.9715 - logcount_predictions_loss: 41.2188 26/1876 [..............................] - ETA: 9:32 - loss: 1181.7016 - logits_profile_predictions_loss: 459.4261 - logcount_predictions_loss: 40.3506 27/1876 [..............................] - ETA: 9:32 - loss: 1166.5268 - logits_profile_predictions_loss: 458.9238 - logcount_predictions_loss: 39.5309 28/1876 [..............................] - ETA: 9:32 - loss: 1152.1874 - logits_profile_predictions_loss: 458.4705 - logcount_predictions_loss: 38.7551 29/1876 [..............................] - ETA: 9:31 - loss: 1138.6450 - logits_profile_predictions_loss: 458.0796 - logcount_predictions_loss: 38.0204 30/1876 [..............................] - ETA: 9:31 - loss: 1125.7905 - logits_profile_predictions_loss: 457.7059 - logcount_predictions_loss: 37.3232 31/1876 [..............................] - ETA: 9:31 - loss: 1113.6162 - logits_profile_predictions_loss: 457.3895 - logcount_predictions_loss: 36.6607 32/1876 [..............................] - ETA: 9:30 - loss: 1102.0319 - logits_profile_predictions_loss: 457.0910 - logcount_predictions_loss: 36.0302 33/1876 [..............................] - ETA: 9:30 - loss: 1090.9464 - logits_profile_predictions_loss: 456.7739 - logcount_predictions_loss: 35.4286 34/1876 [..............................] - ETA: 9:30 - loss: 1080.2938 - logits_profile_predictions_loss: 456.4156 - logcount_predictions_loss: 34.8535 35/1876 [..............................] - ETA: 9:29 - loss: 1070.0696 - logits_profile_predictions_loss: 456.0380 - logcount_predictions_loss: 34.3034 36/1876 [..............................] - ETA: 9:29 - loss: 1060.3192 - logits_profile_predictions_loss: 455.6981 - logcount_predictions_loss: 33.7777 37/1876 [..............................] - ETA: 9:29 - loss: 1050.9531 - logits_profile_predictions_loss: 455.3531 - logcount_predictions_loss: 33.2737 38/1876 [..............................] - ETA: 9:29 - loss: 1041.9170 - logits_profile_predictions_loss: 454.9752 - logcount_predictions_loss: 32.7900 39/1876 [..............................] - ETA: 9:29 - loss: 1033.2513 - logits_profile_predictions_loss: 454.6120 - logcount_predictions_loss: 32.3262 40/1876 [..............................] - ETA: 9:28 - loss: 1025.0100 - logits_profile_predictions_loss: 454.3247 - logcount_predictions_loss: 31.8819 41/1876 [..............................] - ETA: 9:28 - loss: 1017.0799 - logits_profile_predictions_loss: 454.0416 - logcount_predictions_loss: 31.4547 42/1876 [..............................] - ETA: 9:28 - loss: 1009.4071 - logits_profile_predictions_loss: 453.7366 - logcount_predictions_loss: 31.0430 43/1876 [..............................] - ETA: 9:28 - loss: 1001.9842 - logits_profile_predictions_loss: 453.4184 - logcount_predictions_loss: 30.6461 44/1876 [..............................] - ETA: 9:27 - loss: 994.8518 - logits_profile_predictions_loss: 453.1279 - logcount_predictions_loss: 30.2639  45/1876 [..............................] - ETA: 9:27 - loss: 988.0003 - logits_profile_predictions_loss: 452.8690 - logcount_predictions_loss: 29.8956 46/1876 [..............................] - ETA: 9:27 - loss: 981.3570 - logits_profile_predictions_loss: 452.5941 - logcount_predictions_loss: 29.5398 47/1876 [..............................] - ETA: 9:26 - loss: 974.9656 - logits_profile_predictions_loss: 452.3471 - logcount_predictions_loss: 29.1966 48/1876 [..............................] - ETA: 9:26 - loss: 968.8019 - logits_profile_predictions_loss: 452.1185 - logcount_predictions_loss: 28.8650 49/1876 [..............................] - ETA: 9:26 - loss: 962.8306 - logits_profile_predictions_loss: 451.8893 - logcount_predictions_loss: 28.5442 50/1876 [..............................] - ETA: 9:26 - loss: 957.0428 - logits_profile_predictions_loss: 451.6612 - logcount_predictions_loss: 28.2336 51/1876 [..............................] - ETA: 9:25 - loss: 951.4421 - logits_profile_predictions_loss: 451.4442 - logcount_predictions_loss: 27.9328 52/1876 [..............................] - ETA: 9:25 - loss: 946.0114 - logits_profile_predictions_loss: 451.2301 - logcount_predictions_loss: 27.6414 53/1876 [..............................] - ETA: 9:25 - loss: 940.7831 - logits_profile_predictions_loss: 451.0481 - logcount_predictions_loss: 27.3595 54/1876 [..............................] - ETA: 9:24 - loss: 935.7185 - logits_profile_predictions_loss: 450.8781 - logcount_predictions_loss: 27.0861 55/1876 [..............................] - ETA: 9:24 - loss: 930.7968 - logits_profile_predictions_loss: 450.7087 - logcount_predictions_loss: 26.8206 56/1876 [..............................] - ETA: 9:24 - loss: 926.0021 - logits_profile_predictions_loss: 450.5328 - logcount_predictions_loss: 26.5625 57/1876 [..............................] - ETA: 9:24 - loss: 921.3185 - logits_profile_predictions_loss: 450.3419 - logcount_predictions_loss: 26.3115 58/1876 [..............................] - ETA: 9:23 - loss: 916.7816 - logits_profile_predictions_loss: 450.1672 - logcount_predictions_loss: 26.0678 59/1876 [..............................] - ETA: 9:23 - loss: 912.3758 - logits_profile_predictions_loss: 450.0000 - logcount_predictions_loss: 25.8310 60/1876 [..............................] - ETA: 9:23 - loss: 908.0990 - logits_profile_predictions_loss: 449.8424 - logcount_predictions_loss: 25.6009 61/1876 [..............................] - ETA: 9:22 - loss: 903.9469 - logits_profile_predictions_loss: 449.6960 - logcount_predictions_loss: 25.3771 62/1876 [..............................] - ETA: 9:22 - loss: 899.9198 - logits_profile_predictions_loss: 449.5636 - logcount_predictions_loss: 25.1596 63/1876 [>.............................] - ETA: 9:22 - loss: 896.0120 - logits_profile_predictions_loss: 449.4450 - logcount_predictions_loss: 24.9479 64/1876 [>.............................] - ETA: 9:21 - loss: 892.2127 - logits_profile_predictions_loss: 449.3349 - logcount_predictions_loss: 24.7418 65/1876 [>.............................] - ETA: 9:21 - loss: 888.5129 - logits_profile_predictions_loss: 449.2296 - logcount_predictions_loss: 24.5410 66/1876 [>.............................] - ETA: 9:21 - loss: 884.9403 - logits_profile_predictions_loss: 449.1533 - logcount_predictions_loss: 24.3456 67/1876 [>.............................] - ETA: 9:21 - loss: 881.4682 - logits_profile_predictions_loss: 449.0885 - logcount_predictions_loss: 24.1553 68/1876 [>.............................] - ETA: 9:20 - loss: 878.0849 - logits_profile_predictions_loss: 449.0282 - logcount_predictions_loss: 23.9696 69/1876 [>.............................] - ETA: 9:20 - loss: 874.7682 - logits_profile_predictions_loss: 448.9580 - logcount_predictions_loss: 23.7883 70/1876 [>.............................] - ETA: 9:20 - loss: 871.5698 - logits_profile_predictions_loss: 448.9220 - logcount_predictions_loss: 23.6116 71/1876 [>.............................] - ETA: 9:19 - loss: 868.4261 - logits_profile_predictions_loss: 448.8711 - logcount_predictions_loss: 23.4388 72/1876 [>.............................] - ETA: 9:19 - loss: 865.3556 - 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[>.............................] - ETA: 9:17 - loss: 845.8556 - logits_profile_predictions_loss: 448.6212 - logcount_predictions_loss: 22.1919 80/1876 [>.............................] - ETA: 9:17 - loss: 843.2956 - logits_profile_predictions_loss: 448.5876 - logcount_predictions_loss: 22.0507 81/1876 [>.............................] - ETA: 9:16 - loss: 840.7822 - logits_profile_predictions_loss: 448.5497 - logcount_predictions_loss: 21.9124 82/1876 [>.............................] - ETA: 9:16 - loss: 838.3192 - logits_profile_predictions_loss: 448.5107 - logcount_predictions_loss: 21.7770 83/1876 [>.............................] - ETA: 9:16 - loss: 835.8973 - logits_profile_predictions_loss: 448.4654 - logcount_predictions_loss: 21.6442 84/1876 [>.............................] - ETA: 9:16 - loss: 833.5321 - logits_profile_predictions_loss: 448.4285 - logcount_predictions_loss: 21.5142 85/1876 [>.............................] - ETA: 9:15 - loss: 831.2134 - 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[>.............................] - ETA: 9:13 - loss: 816.1866 - logits_profile_predictions_loss: 448.1652 - logcount_predictions_loss: 20.5599 93/1876 [>.............................] - ETA: 9:13 - loss: 814.1958 - logits_profile_predictions_loss: 448.1347 - logcount_predictions_loss: 20.4503 94/1876 [>.............................] - ETA: 9:13 - loss: 812.2320 - logits_profile_predictions_loss: 448.0985 - logcount_predictions_loss: 20.3427 95/1876 [>.............................] - ETA: 9:12 - loss: 810.2993 - logits_profile_predictions_loss: 448.0591 - logcount_predictions_loss: 20.2369 96/1876 [>.............................] - ETA: 9:12 - loss: 808.3984 - logits_profile_predictions_loss: 448.0179 - logcount_predictions_loss: 20.1330 97/1876 [>.............................] - ETA: 9:12 - loss: 806.5289 - logits_profile_predictions_loss: 447.9761 - logcount_predictions_loss: 20.0309 98/1876 [>.............................] - ETA: 9:11 - loss: 804.6888 - 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[>.............................] - ETA: 9:09 - loss: 792.6568 - logits_profile_predictions_loss: 447.6599 - logcount_predictions_loss: 19.2736 106/1876 [>.............................] - ETA: 9:09 - loss: 791.0467 - logits_profile_predictions_loss: 447.6210 - logcount_predictions_loss: 19.1858 107/1876 [>.............................] - ETA: 9:09 - loss: 789.4665 - logits_profile_predictions_loss: 447.5859 - logcount_predictions_loss: 19.0995 108/1876 [>.............................] - ETA: 9:09 - loss: 787.9165 - logits_profile_predictions_loss: 447.5547 - logcount_predictions_loss: 19.0146 109/1876 [>.............................] - ETA: 9:08 - loss: 786.3874 - logits_profile_predictions_loss: 447.5215 - logcount_predictions_loss: 18.9311 110/1876 [>.............................] - ETA: 9:08 - loss: 784.8826 - logits_profile_predictions_loss: 447.4888 - logcount_predictions_loss: 18.8488 111/1876 [>.............................] - ETA: 9:08 - loss: 783.4018 - 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[====>.........................] - ETA: 8:08 - loss: 661.8886 - logits_profile_predictions_loss: 444.2551 - logcount_predictions_loss: 12.1583 314/1876 [====>.........................] - ETA: 8:08 - loss: 661.5778 - logits_profile_predictions_loss: 444.2431 - logcount_predictions_loss: 12.1416 315/1876 [====>.........................] - ETA: 8:07 - loss: 661.2676 - logits_profile_predictions_loss: 444.2308 - logcount_predictions_loss: 12.1250 316/1876 [====>.........................] - ETA: 8:07 - loss: 660.9579 - logits_profile_predictions_loss: 444.2181 - logcount_predictions_loss: 12.1084 317/1876 [====>.........................] - ETA: 8:07 - loss: 660.6485 - logits_profile_predictions_loss: 444.2049 - logcount_predictions_loss: 12.0918 318/1876 [====>.........................] - ETA: 8:06 - loss: 660.3400 - logits_profile_predictions_loss: 444.1919 - logcount_predictions_loss: 12.0753 319/1876 [====>.........................] - ETA: 8:06 - loss: 660.0323 - 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[====>.........................] - ETA: 8:04 - loss: 657.8971 - logits_profile_predictions_loss: 444.0804 - logcount_predictions_loss: 11.9451 327/1876 [====>.........................] - ETA: 8:04 - loss: 657.5956 - logits_profile_predictions_loss: 444.0663 - logcount_predictions_loss: 11.9290 328/1876 [====>.........................] - ETA: 8:03 - loss: 657.2950 - logits_profile_predictions_loss: 444.0522 - logcount_predictions_loss: 11.9130 329/1876 [====>.........................] - ETA: 8:03 - loss: 656.9946 - logits_profile_predictions_loss: 444.0376 - logcount_predictions_loss: 11.8970 330/1876 [====>.........................] - ETA: 8:03 - loss: 656.6945 - logits_profile_predictions_loss: 444.0223 - logcount_predictions_loss: 11.8811 331/1876 [====>.........................] - ETA: 8:02 - loss: 656.3952 - logits_profile_predictions_loss: 444.0071 - logcount_predictions_loss: 11.8653 332/1876 [====>.........................] - ETA: 8:02 - loss: 656.0972 - 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[====>.........................] - ETA: 8:00 - loss: 654.0360 - logits_profile_predictions_loss: 443.8891 - logcount_predictions_loss: 11.7400 340/1876 [====>.........................] - ETA: 8:00 - loss: 653.7446 - logits_profile_predictions_loss: 443.8742 - logcount_predictions_loss: 11.7246 341/1876 [====>.........................] - ETA: 7:59 - loss: 653.4541 - logits_profile_predictions_loss: 443.8592 - logcount_predictions_loss: 11.7092 342/1876 [====>.........................] - ETA: 7:59 - loss: 653.1640 - logits_profile_predictions_loss: 443.8440 - logcount_predictions_loss: 11.6939 343/1876 [====>.........................] - ETA: 7:59 - loss: 652.8747 - logits_profile_predictions_loss: 443.8286 - logcount_predictions_loss: 11.6785 344/1876 [====>.........................] - ETA: 7:58 - loss: 652.5861 - logits_profile_predictions_loss: 443.8133 - logcount_predictions_loss: 11.6633 345/1876 [====>.........................] - ETA: 7:58 - loss: 652.2983 - 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[====>.........................] - ETA: 7:56 - loss: 650.3115 - logits_profile_predictions_loss: 443.6957 - logcount_predictions_loss: 11.5428 353/1876 [====>.........................] - ETA: 7:56 - loss: 650.0309 - logits_profile_predictions_loss: 443.6810 - logcount_predictions_loss: 11.5279 354/1876 [====>.........................] - ETA: 7:55 - loss: 649.7506 - logits_profile_predictions_loss: 443.6659 - logcount_predictions_loss: 11.5131 355/1876 [====>.........................] - ETA: 7:55 - loss: 649.4708 - logits_profile_predictions_loss: 443.6505 - logcount_predictions_loss: 11.4983 356/1876 [====>.........................] - ETA: 7:55 - loss: 649.1916 - logits_profile_predictions_loss: 443.6348 - logcount_predictions_loss: 11.4836 357/1876 [====>.........................] - ETA: 7:55 - loss: 648.9137 - logits_profile_predictions_loss: 443.6197 - logcount_predictions_loss: 11.4689 358/1876 [====>.........................] - ETA: 7:54 - loss: 648.6363 - 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[====>.........................] - ETA: 7:52 - loss: 646.7184 - logits_profile_predictions_loss: 443.4978 - logcount_predictions_loss: 11.3531 366/1876 [====>.........................] - ETA: 7:52 - loss: 646.4469 - logits_profile_predictions_loss: 443.4820 - logcount_predictions_loss: 11.3388 367/1876 [====>.........................] - ETA: 7:51 - loss: 646.1758 - logits_profile_predictions_loss: 443.4660 - logcount_predictions_loss: 11.3246 368/1876 [====>.........................] - ETA: 7:51 - loss: 645.9056 - logits_profile_predictions_loss: 443.4500 - logcount_predictions_loss: 11.3104 369/1876 [====>.........................] - ETA: 7:51 - loss: 645.6361 - logits_profile_predictions_loss: 443.4340 - logcount_predictions_loss: 11.2962 370/1876 [====>.........................] - ETA: 7:51 - loss: 645.3681 - logits_profile_predictions_loss: 443.4186 - logcount_predictions_loss: 11.2821 371/1876 [====>.........................] - ETA: 7:50 - loss: 645.1012 - 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[=====>........................] - ETA: 7:48 - loss: 643.2553 - logits_profile_predictions_loss: 443.3003 - logcount_predictions_loss: 11.1707 379/1876 [=====>........................] - ETA: 7:48 - loss: 642.9942 - logits_profile_predictions_loss: 443.2853 - logcount_predictions_loss: 11.1569 380/1876 [=====>........................] - ETA: 7:48 - loss: 642.7337 - logits_profile_predictions_loss: 443.2702 - logcount_predictions_loss: 11.1432 381/1876 [=====>........................] - ETA: 7:47 - loss: 642.4737 - logits_profile_predictions_loss: 443.2548 - logcount_predictions_loss: 11.1295 382/1876 [=====>........................] - ETA: 7:47 - loss: 642.2144 - logits_profile_predictions_loss: 443.2395 - logcount_predictions_loss: 11.1159 383/1876 [=====>........................] - ETA: 7:47 - loss: 641.9561 - logits_profile_predictions_loss: 443.2244 - logcount_predictions_loss: 11.1023 384/1876 [=====>........................] - ETA: 7:46 - loss: 641.6987 - logits_profile_predictions_loss: 443.2096 - logcount_predictions_loss: 11.0888 385/1876 [=====>........................] - ETA: 7:46 - loss: 641.4418 - logits_profile_predictions_loss: 443.1945 - logcount_predictions_loss: 11.0753 386/1876 [=====>........................] - ETA: 7:46 - loss: 641.1856 - logits_profile_predictions_loss: 443.1795 - logcount_predictions_loss: 11.0618 387/1876 [=====>........................] - ETA: 7:45 - loss: 640.9301 - logits_profile_predictions_loss: 443.1645 - logcount_predictions_loss: 11.0484 388/1876 [=====>........................] - ETA: 7:45 - loss: 640.6753 - logits_profile_predictions_loss: 443.1496 - logcount_predictions_loss: 11.0350 389/1876 [=====>........................] - ETA: 7:45 - loss: 640.4213 - logits_profile_predictions_loss: 443.1346 - logcount_predictions_loss: 11.0216 390/1876 [=====>........................] - ETA: 7:44 - loss: 640.1681 - logits_profile_predictions_loss: 443.1199 - logcount_predictions_loss: 11.0083 391/1876 [=====>........................] - ETA: 7:44 - loss: 639.9154 - logits_profile_predictions_loss: 443.1051 - logcount_predictions_loss: 10.9950 392/1876 [=====>........................] - ETA: 7:44 - loss: 639.6634 - logits_profile_predictions_loss: 443.0901 - logcount_predictions_loss: 10.9817 393/1876 [=====>........................] - ETA: 7:44 - loss: 639.4121 - logits_profile_predictions_loss: 443.0753 - logcount_predictions_loss: 10.9685 394/1876 [=====>........................] - ETA: 7:43 - loss: 639.1608 - logits_profile_predictions_loss: 443.0599 - logcount_predictions_loss: 10.9554 395/1876 [=====>........................] - ETA: 7:43 - loss: 638.9106 - logits_profile_predictions_loss: 443.0448 - logcount_predictions_loss: 10.9422 396/1876 [=====>........................] - ETA: 7:43 - loss: 638.6613 - logits_profile_predictions_loss: 443.0300 - logcount_predictions_loss: 10.9291 397/1876 [=====>........................] - ETA: 7:42 - loss: 638.4126 - logits_profile_predictions_loss: 443.0151 - logcount_predictions_loss: 10.9161 398/1876 [=====>........................] - ETA: 7:42 - loss: 638.1646 - logits_profile_predictions_loss: 443.0003 - logcount_predictions_loss: 10.9030 399/1876 [=====>........................] - ETA: 7:42 - loss: 637.9171 - logits_profile_predictions_loss: 442.9852 - logcount_predictions_loss: 10.8900 400/1876 [=====>........................] - ETA: 7:41 - loss: 637.6700 - logits_profile_predictions_loss: 442.9699 - logcount_predictions_loss: 10.8771 401/1876 [=====>........................] - ETA: 7:41 - loss: 637.4234 - logits_profile_predictions_loss: 442.9544 - logcount_predictions_loss: 10.8642 402/1876 [=====>........................] - ETA: 7:41 - loss: 637.1776 - logits_profile_predictions_loss: 442.9391 - logcount_predictions_loss: 10.8513 403/1876 [=====>........................] - ETA: 7:40 - loss: 636.9327 - logits_profile_predictions_loss: 442.9240 - logcount_predictions_loss: 10.8385 404/1876 [=====>........................] - ETA: 7:40 - loss: 636.6882 - logits_profile_predictions_loss: 442.9087 - logcount_predictions_loss: 10.8257 405/1876 [=====>........................] - ETA: 7:40 - loss: 636.4445 - logits_profile_predictions_loss: 442.8935 - logcount_predictions_loss: 10.8129 406/1876 [=====>........................] - ETA: 7:40 - loss: 636.2014 - logits_profile_predictions_loss: 442.8782 - logcount_predictions_loss: 10.8002 407/1876 [=====>........................] - ETA: 7:39 - loss: 635.9589 - logits_profile_predictions_loss: 442.8629 - logcount_predictions_loss: 10.7875 408/1876 [=====>........................] - ETA: 7:39 - loss: 635.7166 - logits_profile_predictions_loss: 442.8471 - logcount_predictions_loss: 10.7748 409/1876 [=====>........................] - ETA: 7:39 - loss: 635.4744 - logits_profile_predictions_loss: 442.8309 - logcount_predictions_loss: 10.7622 410/1876 [=====>........................] - ETA: 7:38 - loss: 635.2327 - logits_profile_predictions_loss: 442.8144 - logcount_predictions_loss: 10.7496 411/1876 [=====>........................] - ETA: 7:38 - loss: 634.9916 - logits_profile_predictions_loss: 442.7978 - logcount_predictions_loss: 10.7371 412/1876 [=====>........................] - ETA: 7:38 - loss: 634.7510 - logits_profile_predictions_loss: 442.7811 - logcount_predictions_loss: 10.7246 413/1876 [=====>........................] - ETA: 7:37 - loss: 634.5110 - logits_profile_predictions_loss: 442.7645 - logcount_predictions_loss: 10.7121 414/1876 [=====>........................] - ETA: 7:37 - loss: 634.2723 - logits_profile_predictions_loss: 442.7483 - logcount_predictions_loss: 10.6997 415/1876 [=====>........................] - ETA: 7:37 - loss: 634.0337 - logits_profile_predictions_loss: 442.7317 - logcount_predictions_loss: 10.6873 416/1876 [=====>........................] - ETA: 7:37 - loss: 633.7960 - logits_profile_predictions_loss: 442.7152 - logcount_predictions_loss: 10.6749 417/1876 [=====>........................] - ETA: 7:36 - loss: 633.5590 - logits_profile_predictions_loss: 442.6989 - logcount_predictions_loss: 10.6626 418/1876 [=====>........................] - ETA: 7:36 - loss: 633.3228 - logits_profile_predictions_loss: 442.6828 - logcount_predictions_loss: 10.6503 419/1876 [=====>........................] - ETA: 7:36 - loss: 633.0870 - logits_profile_predictions_loss: 442.6663 - logcount_predictions_loss: 10.6380 420/1876 [=====>........................] - ETA: 7:35 - loss: 632.8518 - logits_profile_predictions_loss: 442.6500 - logcount_predictions_loss: 10.6258 421/1876 [=====>........................] - ETA: 7:35 - loss: 632.6171 - logits_profile_predictions_loss: 442.6334 - logcount_predictions_loss: 10.6136 422/1876 [=====>........................] - ETA: 7:35 - loss: 632.3829 - logits_profile_predictions_loss: 442.6167 - logcount_predictions_loss: 10.6015 423/1876 [=====>........................] - ETA: 7:34 - loss: 632.1491 - logits_profile_predictions_loss: 442.5999 - logcount_predictions_loss: 10.5893 424/1876 [=====>........................] - ETA: 7:34 - loss: 631.9164 - logits_profile_predictions_loss: 442.5835 - logcount_predictions_loss: 10.5773 425/1876 [=====>........................] - ETA: 7:34 - loss: 631.6846 - logits_profile_predictions_loss: 442.5673 - logcount_predictions_loss: 10.5652 426/1876 [=====>........................] - ETA: 7:33 - loss: 631.4538 - logits_profile_predictions_loss: 442.5517 - logcount_predictions_loss: 10.5532 427/1876 [=====>........................] - ETA: 7:33 - loss: 631.2236 - logits_profile_predictions_loss: 442.5358 - logcount_predictions_loss: 10.5412 428/1876 [=====>........................] - ETA: 7:33 - loss: 630.9934 - logits_profile_predictions_loss: 442.5194 - logcount_predictions_loss: 10.5293 429/1876 [=====>........................] - ETA: 7:33 - loss: 630.7642 - logits_profile_predictions_loss: 442.5033 - logcount_predictions_loss: 10.5174 430/1876 [=====>........................] - ETA: 7:32 - loss: 630.5360 - logits_profile_predictions_loss: 442.4875 - logcount_predictions_loss: 10.5055 431/1876 [=====>........................] - ETA: 7:32 - loss: 630.3082 - logits_profile_predictions_loss: 442.4715 - logcount_predictions_loss: 10.4937 432/1876 [=====>........................] - ETA: 7:32 - loss: 630.0814 - logits_profile_predictions_loss: 442.4558 - logcount_predictions_loss: 10.4819 433/1876 [=====>........................] - ETA: 7:31 - loss: 629.8551 - logits_profile_predictions_loss: 442.4402 - logcount_predictions_loss: 10.4701 434/1876 [=====>........................] - ETA: 7:31 - loss: 629.6292 - logits_profile_predictions_loss: 442.4243 - logcount_predictions_loss: 10.4584 435/1876 [=====>........................] - ETA: 7:31 - loss: 629.4039 - logits_profile_predictions_loss: 442.4084 - logcount_predictions_loss: 10.4467 436/1876 [=====>........................] - ETA: 7:30 - loss: 629.1789 - logits_profile_predictions_loss: 442.3923 - logcount_predictions_loss: 10.4350 437/1876 [=====>........................] - ETA: 7:30 - loss: 628.9549 - logits_profile_predictions_loss: 442.3765 - logcount_predictions_loss: 10.4234 438/1876 [======>.......................] - ETA: 7:30 - loss: 628.7317 - logits_profile_predictions_loss: 442.3611 - logcount_predictions_loss: 10.4118 439/1876 [======>.......................] - ETA: 7:30 - loss: 628.5093 - logits_profile_predictions_loss: 442.3458 - logcount_predictions_loss: 10.4002 440/1876 [======>.......................] - ETA: 7:29 - loss: 628.2872 - logits_profile_predictions_loss: 442.3302 - logcount_predictions_loss: 10.3887 441/1876 [======>.......................] - ETA: 7:29 - loss: 628.0659 - logits_profile_predictions_loss: 442.3149 - logcount_predictions_loss: 10.3771 442/1876 [======>.......................] - ETA: 7:29 - loss: 627.8449 - logits_profile_predictions_loss: 442.2993 - logcount_predictions_loss: 10.3657 443/1876 [======>.......................] - ETA: 7:28 - loss: 627.6241 - logits_profile_predictions_loss: 442.2834 - logcount_predictions_loss: 10.3542 444/1876 [======>.......................] - ETA: 7:28 - loss: 627.4041 - logits_profile_predictions_loss: 442.2677 - logcount_predictions_loss: 10.3428 445/1876 [======>.......................] - ETA: 7:28 - loss: 627.1848 - logits_profile_predictions_loss: 442.2521 - logcount_predictions_loss: 10.3314 446/1876 [======>.......................] - ETA: 7:27 - loss: 626.9661 - logits_profile_predictions_loss: 442.2367 - logcount_predictions_loss: 10.3201 447/1876 [======>.......................] - ETA: 7:27 - loss: 626.7477 - logits_profile_predictions_loss: 442.2210 - logcount_predictions_loss: 10.3088 448/1876 [======>.......................] - ETA: 7:27 - loss: 626.5298 - logits_profile_predictions_loss: 442.2053 - logcount_predictions_loss: 10.2975 449/1876 [======>.......................] - ETA: 7:26 - loss: 626.3126 - logits_profile_predictions_loss: 442.1896 - logcount_predictions_loss: 10.2862 450/1876 [======>.......................] - ETA: 7:26 - loss: 626.0959 - logits_profile_predictions_loss: 442.1740 - logcount_predictions_loss: 10.2750 451/1876 [======>.......................] - ETA: 7:26 - loss: 625.8794 - logits_profile_predictions_loss: 442.1581 - logcount_predictions_loss: 10.2638 452/1876 [======>.......................] - ETA: 7:26 - loss: 625.6637 - logits_profile_predictions_loss: 442.1424 - logcount_predictions_loss: 10.2526 453/1876 [======>.......................] - ETA: 7:25 - loss: 625.4488 - logits_profile_predictions_loss: 442.1270 - logcount_predictions_loss: 10.2414 454/1876 [======>.......................] - ETA: 7:25 - loss: 625.2346 - logits_profile_predictions_loss: 442.1117 - logcount_predictions_loss: 10.2303 455/1876 [======>.......................] - ETA: 7:25 - loss: 625.0210 - logits_profile_predictions_loss: 442.0966 - logcount_predictions_loss: 10.2192 456/1876 [======>.......................] - ETA: 7:24 - loss: 624.8079 - logits_profile_predictions_loss: 442.0813 - logcount_predictions_loss: 10.2082 457/1876 [======>.......................] - ETA: 7:24 - loss: 624.5952 - logits_profile_predictions_loss: 442.0659 - logcount_predictions_loss: 10.1972 458/1876 [======>.......................] - ETA: 7:24 - loss: 624.3834 - logits_profile_predictions_loss: 442.0509 - logcount_predictions_loss: 10.1862 459/1876 [======>.......................] - ETA: 7:23 - loss: 624.1719 - logits_profile_predictions_loss: 442.0358 - logcount_predictions_loss: 10.1752 460/1876 [======>.......................] - ETA: 7:23 - loss: 623.9611 - logits_profile_predictions_loss: 442.0207 - logcount_predictions_loss: 10.1643 461/1876 [======>.......................] - ETA: 7:23 - loss: 623.7508 - logits_profile_predictions_loss: 442.0057 - logcount_predictions_loss: 10.1534 462/1876 [======>.......................] - ETA: 7:22 - loss: 623.5410 - logits_profile_predictions_loss: 441.9906 - logcount_predictions_loss: 10.1425 463/1876 [======>.......................] - ETA: 7:22 - loss: 623.3316 - logits_profile_predictions_loss: 441.9754 - logcount_predictions_loss: 10.1316 464/1876 [======>.......................] - ETA: 7:22 - loss: 623.1229 - logits_profile_predictions_loss: 441.9604 - logcount_predictions_loss: 10.1208 465/1876 [======>.......................] - ETA: 7:22 - loss: 622.9146 - logits_profile_predictions_loss: 441.9453 - logcount_predictions_loss: 10.1100 466/1876 [======>.......................] - ETA: 7:21 - loss: 622.7068 - logits_profile_predictions_loss: 441.9302 - logcount_predictions_loss: 10.0992 467/1876 [======>.......................] - ETA: 7:21 - loss: 622.4997 - logits_profile_predictions_loss: 441.9153 - logcount_predictions_loss: 10.0885 468/1876 [======>.......................] - ETA: 7:21 - loss: 622.2928 - logits_profile_predictions_loss: 441.9000 - logcount_predictions_loss: 10.0778 469/1876 [======>.......................] - ETA: 7:20 - loss: 622.0865 - logits_profile_predictions_loss: 441.8848 - logcount_predictions_loss: 10.0671 470/1876 [======>.......................] - ETA: 7:20 - loss: 621.8806 - logits_profile_predictions_loss: 441.8696 - logcount_predictions_loss: 10.0565 471/1876 [======>.......................] - ETA: 7:20 - loss: 621.6753 - logits_profile_predictions_loss: 441.8545 - logcount_predictions_loss: 10.0459 472/1876 [======>.......................] - ETA: 7:19 - loss: 621.4705 - logits_profile_predictions_loss: 441.8394 - logcount_predictions_loss: 10.0353 473/1876 [======>.......................] - ETA: 7:19 - loss: 621.2663 - logits_profile_predictions_loss: 441.8243 - logcount_predictions_loss: 10.0247 474/1876 [======>.......................] - ETA: 7:19 - loss: 621.0626 - logits_profile_predictions_loss: 441.8094 - logcount_predictions_loss: 10.0141 475/1876 [======>.......................] - ETA: 7:19 - loss: 620.8598 - logits_profile_predictions_loss: 441.7948 - logcount_predictions_loss: 10.0036 476/1876 [======>.......................] - ETA: 7:18 - loss: 620.6573 - logits_profile_predictions_loss: 441.7800 - logcount_predictions_loss: 9.9931  477/1876 [======>.......................] - ETA: 7:18 - loss: 620.4554 - logits_profile_predictions_loss: 441.7653 - logcount_predictions_loss: 9.9827 478/1876 [======>.......................] - ETA: 7:18 - loss: 620.2539 - logits_profile_predictions_loss: 441.7506 - logcount_predictions_loss: 9.9722 479/1876 [======>.......................] - ETA: 7:17 - loss: 620.0531 - logits_profile_predictions_loss: 441.7360 - logcount_predictions_loss: 9.9618 480/1876 [======>.......................] - ETA: 7:17 - loss: 619.8528 - logits_profile_predictions_loss: 441.7216 - logcount_predictions_loss: 9.9515 481/1876 [======>.......................] - ETA: 7:17 - loss: 619.6530 - logits_profile_predictions_loss: 441.7071 - logcount_predictions_loss: 9.9411 482/1876 [======>.......................] - ETA: 7:16 - loss: 619.4537 - logits_profile_predictions_loss: 441.6926 - logcount_predictions_loss: 9.9308 483/1876 [======>.......................] - ETA: 7:16 - loss: 619.2551 - logits_profile_predictions_loss: 441.6784 - logcount_predictions_loss: 9.92052022-09-22_09-45-02: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/helpers/hyperparameters/find_chrombpnet_hyperparams.py \ + --genome=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ + --bigwig=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/ATAC//ENCSR705KEB//preprocessing/bigWigs/ENCSR705KEB.bigWig \ + --peaks=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/ATAC//ENCSR705KEB//preprocessing/downloads/peaks.bed.gz \ + --nonpeaks=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/ATAC//ENCSR705KEB//negatives_data/negatives_with_summit.bed \ + --outlier_threshold=0.99 \ + --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_1.json \ + --negative_sampling_ratio=0.1 \ + --inputlen=2114 \ + --outputlen=1000 \ + --max_jitter=500 \ + --filters=512 \ + --n_dilation_layers=8 \ + --bias_model_path=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/atac_bias_models/fold_1/bias.h5 \ + --output_dir=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR705KEB//chrombpnet_model_feb15_fold_1/ +evaluating hyperparameters on the following chromosomes ['chr1', 'chr3', 'chr4', 'chr5', 'chr6', 'chr7', 'chr10', 'chr11', 'chr13', 'chr14', 'chr15', 'chr18', 'chr19', 'chr20', 'chr21', 'chr22', 'chrX', 'chrY', 'chr12', 'chr17'] +Number of peaks input: 125410 +Number of peaks filtered because the input/output is on the edge: 0 +Number of peaks being used: 125410 +Number of peaks input: 31571 +Number of peaks filtered because the input/output is on the edge: 0 +Number of peaks being used: 31571 +Number of non peaks input: 125726 +Number of non peaks filtered because the input/output is on the edge: 0 +Number of non peaks being used: 125726 +Number of non peaks input: 31254 +Number of non peaks filtered because the input/output is on the edge: 0 +Number of non peaks being used: 31254 +Number of peaks after removing outliers: 124028 +Number of nonpeaks after removing outliers: 108707 +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 +__________________________________________________________________________________________________ +Predicting within adjust counts + 1/3398 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[===========================>..] - ETA: 0s 3284/3398 [===========================>..] - ETA: 0s 3293/3398 [============================>.] - ETA: 0s 3301/3398 [============================>.] - ETA: 0s 3309/3398 [============================>.] - ETA: 0s 3318/3398 [============================>.] - ETA: 0s 3327/3398 [============================>.] - ETA: 0s 3336/3398 [============================>.] - ETA: 0s 3345/3398 [============================>.] - ETA: 0s 3354/3398 [============================>.] - ETA: 0s 3363/3398 [============================>.] - ETA: 0s 3372/3398 [============================>.] - ETA: 0s 3380/3398 [============================>.] - ETA: 0s 3389/3398 [============================>.] - ETA: 0s 3398/3398 [==============================] - ETA: 0s 3398/3398 [==============================] - 62s 10ms/step +2022-09-22_09-49-20: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/train.py \ + --genome=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ + --bigwig=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/ATAC//ENCSR705KEB//preprocessing/bigWigs/ENCSR705KEB.bigWig \ + --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR705KEB//chrombpnet_model_feb15_fold_1//filtered.peaks.bed \ + --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR705KEB//chrombpnet_model_feb15_fold_1//filtered.nonpeaks.bed \ + --params=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR705KEB//chrombpnet_model_feb15_fold_1//chrombpnet_model_params.tsv \ + --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR705KEB//chrombpnet_model_feb15_fold_1//chrombpnet \ + --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_1.json \ + --batch_size=64 \ + --architecture_from_file=/home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/models/chrombpnet_with_bias_model.py \ + --trackables logcount_predictions_loss loss logits_profile_predictions_loss val_logcount_predictions_loss val_loss val_logits_profile_predictions_loss +{'counts_loss_weight': '17.9', 'filters': '512', 'n_dil_layers': '8', 'bias_model_path': '/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR705KEB//chrombpnet_model_feb15_fold_1/bias_model_scaled.h5', 'inputlen': '2114', 'outputlen': '1000', 'max_jitter': '500', 'chr_fold_path': '/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_1.json', 'negative_sampling_ratio': '0.1'} +got the model +loading peaks... +got split:train for bed regions:(109138, 10) +loading nonpeaks... +got split:train for bed regions:(96572, 10) +loading peaks... +got split:valid for bed regions:(14890, 10) +loading nonpeaks... +got split:valid for bed regions:(12135, 10) +Epoch 1/50 + 1/1876 [..............................] - ETA: 68:49:02 - loss: 464.2870 - logits_profile_predictions_loss: 375.8172 - logcount_predictions_loss: 4.9425 2/1876 [..............................] - ETA: 9:52 - loss: 47935.1709 - logits_profile_predictions_loss: 419.5017 - logcount_predictions_loss: 2654.5066 3/1876 [..............................] - ETA: 9:46 - loss: 53237.7012 - logits_profile_predictions_loss: 444.4835 - logcount_predictions_loss: 2949.3417 4/1876 [..............................] - ETA: 9:43 - loss: 51940.4946 - logits_profile_predictions_loss: 458.9078 - logcount_predictions_loss: 2876.0662 5/1876 [..............................] - ETA: 9:43 - loss: 49262.7051 - logits_profile_predictions_loss: 465.3196 - logcount_predictions_loss: 2726.1108 6/1876 [..............................] - ETA: 9:41 - loss: 46423.1842 - logits_profile_predictions_loss: 469.0448 - logcount_predictions_loss: 2567.2703 7/1876 [..............................] - ETA: 9:40 - loss: 43749.0879 - logits_profile_predictions_loss: 471.0099 - logcount_predictions_loss: 2417.7696 8/1876 [..............................] - ETA: 9:39 - loss: 41320.2795 - logits_profile_predictions_loss: 472.5603 - logcount_predictions_loss: 2281.9954 9/1876 [..............................] - ETA: 9:39 - loss: 39138.5082 - logits_profile_predictions_loss: 473.7247 - logcount_predictions_loss: 2160.0437 10/1876 [..............................] - ETA: 9:38 - loss: 37183.2332 - logits_profile_predictions_loss: 475.2557 - logcount_predictions_loss: 2050.7249 11/1876 [..............................] - ETA: 9:37 - loss: 35426.2324 - logits_profile_predictions_loss: 476.0567 - logcount_predictions_loss: 1952.5237 12/1876 [..............................] - ETA: 9:37 - loss: 33841.8962 - logits_profile_predictions_loss: 476.3665 - logcount_predictions_loss: 1863.9960 13/1876 [..............................] - ETA: 9:36 - loss: 32407.3123 - logits_profile_predictions_loss: 476.2294 - logcount_predictions_loss: 1783.8593 14/1876 [..............................] - ETA: 9:36 - loss: 31102.7849 - logits_profile_predictions_loss: 475.7765 - logcount_predictions_loss: 1711.0060 15/1876 [..............................] - ETA: 9:36 - loss: 29911.9916 - logits_profile_predictions_loss: 475.3723 - logcount_predictions_loss: 1644.5038 16/1876 [..............................] - ETA: 9:35 - loss: 28820.5912 - logits_profile_predictions_loss: 474.9436 - logcount_predictions_loss: 1583.5557 17/1876 [..............................] - ETA: 9:35 - loss: 27816.3828 - logits_profile_predictions_loss: 474.4124 - logcount_predictions_loss: 1527.4843 18/1876 [..............................] - ETA: 9:35 - loss: 26889.5697 - logits_profile_predictions_loss: 474.1371 - logcount_predictions_loss: 1475.7225 19/1876 [..............................] - ETA: 9:34 - loss: 26031.1629 - logits_profile_predictions_loss: 473.9244 - logcount_predictions_loss: 1427.7787 20/1876 [..............................] - ETA: 9:34 - loss: 25233.3653 - logits_profile_predictions_loss: 473.5210 - logcount_predictions_loss: 1383.2315 21/1876 [..............................] - ETA: 9:33 - loss: 24489.9017 - logits_profile_predictions_loss: 473.0415 - logcount_predictions_loss: 1341.7240 22/1876 [..............................] - ETA: 9:33 - loss: 23795.2827 - logits_profile_predictions_loss: 472.5378 - logcount_predictions_loss: 1302.9466 23/1876 [..............................] - ETA: 9:33 - loss: 23144.7133 - logits_profile_predictions_loss: 472.0322 - logcount_predictions_loss: 1266.6302 24/1876 [..............................] - ETA: 9:32 - loss: 22533.8428 - logits_profile_predictions_loss: 471.4132 - logcount_predictions_loss: 1232.5380 25/1876 [..............................] - ETA: 9:32 - loss: 21959.0043 - logits_profile_predictions_loss: 470.6946 - logcount_predictions_loss: 1200.4642 26/1876 [..............................] - ETA: 9:32 - loss: 21417.0347 - logits_profile_predictions_loss: 469.9401 - logcount_predictions_loss: 1170.2287 27/1876 [..............................] - ETA: 9:31 - loss: 20905.2012 - logits_profile_predictions_loss: 469.2412 - 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[====>.........................] - ETA: 8:03 - loss: 427.5440 - logits_profile_predictions_loss: 408.2791 - logcount_predictions_loss: 1.0763 334/1876 [====>.........................] - ETA: 8:02 - loss: 427.5344 - logits_profile_predictions_loss: 408.2701 - logcount_predictions_loss: 1.0762 335/1876 [====>.........................] - ETA: 8:02 - loss: 427.5249 - logits_profile_predictions_loss: 408.2611 - logcount_predictions_loss: 1.0762 336/1876 [====>.........................] - ETA: 8:02 - loss: 427.5151 - logits_profile_predictions_loss: 408.2519 - logcount_predictions_loss: 1.0762 337/1876 [====>.........................] - ETA: 8:01 - loss: 427.5054 - logits_profile_predictions_loss: 408.2426 - logcount_predictions_loss: 1.0761 338/1876 [====>.........................] - ETA: 8:01 - loss: 427.4959 - logits_profile_predictions_loss: 408.2336 - logcount_predictions_loss: 1.0761 339/1876 [====>.........................] - ETA: 8:01 - loss: 427.4868 - 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[==>...........................] - ETA: 8:45 - loss: 410.2573 - logits_profile_predictions_loss: 392.3598 - logcount_predictions_loss: 0.9999 212/1876 [==>...........................] - ETA: 8:45 - loss: 410.2375 - logits_profile_predictions_loss: 392.3417 - logcount_predictions_loss: 0.9998 213/1876 [==>...........................] - ETA: 8:44 - loss: 410.2177 - logits_profile_predictions_loss: 392.3235 - logcount_predictions_loss: 0.9997 214/1876 [==>...........................] - ETA: 8:44 - loss: 410.1985 - logits_profile_predictions_loss: 392.3059 - logcount_predictions_loss: 0.9996 215/1876 [==>...........................] - ETA: 8:44 - loss: 410.1795 - logits_profile_predictions_loss: 392.2884 - logcount_predictions_loss: 0.9995 216/1876 [==>...........................] - ETA: 8:44 - loss: 410.1611 - logits_profile_predictions_loss: 392.2713 - logcount_predictions_loss: 0.9994 217/1876 [==>...........................] - ETA: 8:43 - loss: 410.1420 - 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[==>...........................] - ETA: 8:37 - loss: 409.7554 - logits_profile_predictions_loss: 391.8937 - logcount_predictions_loss: 0.9979 238/1876 [==>...........................] - ETA: 8:37 - loss: 409.7371 - logits_profile_predictions_loss: 391.8769 - logcount_predictions_loss: 0.9978 239/1876 [==>...........................] - ETA: 8:36 - loss: 409.7199 - logits_profile_predictions_loss: 391.8613 - logcount_predictions_loss: 0.9977 240/1876 [==>...........................] - ETA: 8:36 - loss: 409.7024 - logits_profile_predictions_loss: 391.8452 - logcount_predictions_loss: 0.9976 241/1876 [==>...........................] - ETA: 8:36 - loss: 409.6853 - logits_profile_predictions_loss: 391.8297 - logcount_predictions_loss: 0.9975 242/1876 [==>...........................] - ETA: 8:35 - loss: 409.6679 - logits_profile_predictions_loss: 391.8139 - logcount_predictions_loss: 0.9974 243/1876 [==>...........................] - ETA: 8:35 - loss: 409.6507 - 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[==>...........................] - ETA: 8:33 - loss: 409.5477 - logits_profile_predictions_loss: 391.7076 - logcount_predictions_loss: 0.9967 251/1876 [===>..........................] - ETA: 8:33 - loss: 409.5344 - logits_profile_predictions_loss: 391.6961 - logcount_predictions_loss: 0.9966 252/1876 [===>..........................] - ETA: 8:32 - loss: 409.5207 - logits_profile_predictions_loss: 391.6841 - logcount_predictions_loss: 0.9965 253/1876 [===>..........................] - ETA: 8:32 - loss: 409.5065 - logits_profile_predictions_loss: 391.6717 - logcount_predictions_loss: 0.9964 254/1876 [===>..........................] - ETA: 8:32 - loss: 409.4917 - logits_profile_predictions_loss: 391.6587 - logcount_predictions_loss: 0.9963 255/1876 [===>..........................] - ETA: 8:31 - loss: 409.4769 - logits_profile_predictions_loss: 391.6455 - logcount_predictions_loss: 0.9962 256/1876 [===>..........................] - ETA: 8:31 - loss: 409.4615 - 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[====>.........................] - ETA: 8:00 - loss: 408.3592 - logits_profile_predictions_loss: 390.6645 - logcount_predictions_loss: 0.9885 355/1876 [====>.........................] - ETA: 8:00 - loss: 408.3497 - logits_profile_predictions_loss: 390.6563 - logcount_predictions_loss: 0.9885 356/1876 [====>.........................] - ETA: 8:00 - loss: 408.3403 - logits_profile_predictions_loss: 390.6481 - logcount_predictions_loss: 0.9884 357/1876 [====>.........................] - ETA: 7:59 - loss: 408.3308 - logits_profile_predictions_loss: 390.6399 - logcount_predictions_loss: 0.9883 358/1876 [====>.........................] - ETA: 7:59 - loss: 408.3217 - logits_profile_predictions_loss: 390.6320 - logcount_predictions_loss: 0.9883 359/1876 [====>.........................] - ETA: 7:59 - loss: 408.3123 - logits_profile_predictions_loss: 390.6238 - logcount_predictions_loss: 0.9882 360/1876 [====>.........................] - ETA: 7:58 - loss: 408.3029 - 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[=====>........................] - ETA: 7:52 - loss: 408.1148 - logits_profile_predictions_loss: 390.4505 - logcount_predictions_loss: 0.9868 381/1876 [=====>........................] - ETA: 7:52 - loss: 408.1059 - logits_profile_predictions_loss: 390.4428 - logcount_predictions_loss: 0.9868 382/1876 [=====>........................] - ETA: 7:51 - loss: 408.0969 - logits_profile_predictions_loss: 390.4350 - logcount_predictions_loss: 0.9867 383/1876 [=====>........................] - ETA: 7:51 - loss: 408.0879 - logits_profile_predictions_loss: 390.4271 - logcount_predictions_loss: 0.9866 384/1876 [=====>........................] - ETA: 7:51 - loss: 408.0791 - logits_profile_predictions_loss: 390.4193 - logcount_predictions_loss: 0.9866 385/1876 [=====>........................] - ETA: 7:51 - loss: 408.0700 - logits_profile_predictions_loss: 390.4114 - logcount_predictions_loss: 0.9865 386/1876 [=====>........................] - ETA: 7:50 - loss: 408.0608 - 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[=====>........................] - ETA: 7:48 - loss: 408.0035 - logits_profile_predictions_loss: 390.3534 - logcount_predictions_loss: 0.9860 394/1876 [=====>........................] - ETA: 7:48 - loss: 407.9959 - logits_profile_predictions_loss: 390.3468 - logcount_predictions_loss: 0.9860 395/1876 [=====>........................] - ETA: 7:47 - loss: 407.9879 - logits_profile_predictions_loss: 390.3399 - logcount_predictions_loss: 0.9859 396/1876 [=====>........................] - ETA: 7:47 - loss: 407.9797 - logits_profile_predictions_loss: 390.3328 - logcount_predictions_loss: 0.9859 397/1876 [=====>........................] - ETA: 7:47 - loss: 407.9714 - logits_profile_predictions_loss: 390.3256 - logcount_predictions_loss: 0.9858 398/1876 [=====>........................] - ETA: 7:46 - loss: 407.9631 - logits_profile_predictions_loss: 390.3184 - logcount_predictions_loss: 0.9857 399/1876 [=====>........................] - ETA: 7:46 - loss: 407.9547 - 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[=====>........................] - ETA: 7:44 - loss: 407.8945 - logits_profile_predictions_loss: 390.2583 - logcount_predictions_loss: 0.9853 407/1876 [=====>........................] - ETA: 7:44 - loss: 407.8866 - logits_profile_predictions_loss: 390.2516 - logcount_predictions_loss: 0.9852 408/1876 [=====>........................] - ETA: 7:43 - loss: 407.8788 - logits_profile_predictions_loss: 390.2448 - logcount_predictions_loss: 0.9851 409/1876 [=====>........................] - ETA: 7:43 - loss: 407.8707 - logits_profile_predictions_loss: 390.2379 - logcount_predictions_loss: 0.9851 410/1876 [=====>........................] - ETA: 7:43 - loss: 407.8624 - logits_profile_predictions_loss: 390.2307 - logcount_predictions_loss: 0.9850 411/1876 [=====>........................] - ETA: 7:42 - loss: 407.8541 - logits_profile_predictions_loss: 390.2235 - logcount_predictions_loss: 0.9850 412/1876 [=====>........................] - ETA: 7:42 - loss: 407.8458 - 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[====>.........................] - ETA: 8:10 - loss: 398.3683 - logits_profile_predictions_loss: 381.1172 - logcount_predictions_loss: 0.9638 324/1876 [====>.........................] - ETA: 8:09 - loss: 398.3655 - logits_profile_predictions_loss: 381.1154 - logcount_predictions_loss: 0.9637 325/1876 [====>.........................] - ETA: 8:09 - loss: 398.3622 - logits_profile_predictions_loss: 381.1133 - logcount_predictions_loss: 0.9636 326/1876 [====>.........................] - ETA: 8:09 - loss: 398.3590 - logits_profile_predictions_loss: 381.1111 - logcount_predictions_loss: 0.9636 327/1876 [====>.........................] - ETA: 8:08 - loss: 398.3555 - logits_profile_predictions_loss: 381.1087 - logcount_predictions_loss: 0.9635 328/1876 [====>.........................] - ETA: 8:08 - loss: 398.3518 - logits_profile_predictions_loss: 381.1060 - logcount_predictions_loss: 0.9635 329/1876 [====>.........................] - ETA: 8:08 - loss: 398.3486 - 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[====>.........................] - ETA: 8:05 - loss: 398.3292 - logits_profile_predictions_loss: 381.0909 - logcount_predictions_loss: 0.9630 337/1876 [====>.........................] - ETA: 8:05 - loss: 398.3272 - logits_profile_predictions_loss: 381.0899 - logcount_predictions_loss: 0.9630 338/1876 [====>.........................] - ETA: 8:05 - loss: 398.3252 - logits_profile_predictions_loss: 381.0889 - logcount_predictions_loss: 0.9629 339/1876 [====>.........................] - ETA: 8:05 - loss: 398.3232 - logits_profile_predictions_loss: 381.0878 - logcount_predictions_loss: 0.9629 340/1876 [====>.........................] - ETA: 8:04 - loss: 398.3214 - logits_profile_predictions_loss: 381.0871 - logcount_predictions_loss: 0.9628 341/1876 [====>.........................] - ETA: 8:04 - loss: 398.3198 - logits_profile_predictions_loss: 381.0864 - logcount_predictions_loss: 0.9628 342/1876 [====>.........................] - ETA: 8:04 - loss: 398.3181 - 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[..............................] - ETA: 9:35 - loss: 389.4628 - logits_profile_predictions_loss: 374.0721 - logcount_predictions_loss: 0.8598 45/1876 [..............................] - ETA: 9:35 - loss: 389.5532 - logits_profile_predictions_loss: 374.1520 - logcount_predictions_loss: 0.8604 46/1876 [..............................] - ETA: 9:35 - loss: 389.6606 - logits_profile_predictions_loss: 374.2479 - logcount_predictions_loss: 0.8610 47/1876 [..............................] - ETA: 9:35 - loss: 389.7603 - logits_profile_predictions_loss: 374.3382 - logcount_predictions_loss: 0.8616 48/1876 [..............................] - ETA: 9:34 - loss: 389.8538 - logits_profile_predictions_loss: 374.4224 - logcount_predictions_loss: 0.8621 49/1876 [..............................] - ETA: 9:34 - loss: 389.9507 - logits_profile_predictions_loss: 374.5127 - logcount_predictions_loss: 0.8625 50/1876 [..............................] - ETA: 9:34 - loss: 390.0298 - logits_profile_predictions_loss: 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loss: 390.4038 - logits_profile_predictions_loss: 374.9121 - logcount_predictions_loss: 0.8655 58/1876 [..............................] - ETA: 9:31 - loss: 390.4394 - logits_profile_predictions_loss: 374.9416 - logcount_predictions_loss: 0.8658 59/1876 [..............................] - ETA: 9:31 - loss: 390.4600 - logits_profile_predictions_loss: 374.9578 - logcount_predictions_loss: 0.8660 60/1876 [..............................] - ETA: 9:31 - loss: 390.4899 - logits_profile_predictions_loss: 374.9830 - logcount_predictions_loss: 0.8663 61/1876 [..............................] - ETA: 9:30 - loss: 390.5192 - logits_profile_predictions_loss: 375.0084 - logcount_predictions_loss: 0.8665 62/1876 [..............................] - ETA: 9:30 - loss: 390.5451 - logits_profile_predictions_loss: 375.0318 - logcount_predictions_loss: 0.8667 63/1876 [>.............................] - ETA: 9:30 - loss: 390.5613 - logits_profile_predictions_loss: 375.0461 - logcount_predictions_loss: 0.8668 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logits_profile_predictions_loss: 375.4119 - logcount_predictions_loss: 0.8738 169/1876 [=>............................] - ETA: 8:58 - loss: 391.0452 - logits_profile_predictions_loss: 375.4057 - logcount_predictions_loss: 0.8737 170/1876 [=>............................] - ETA: 8:57 - loss: 391.0393 - logits_profile_predictions_loss: 375.4007 - logcount_predictions_loss: 0.8737 171/1876 [=>............................] - ETA: 8:57 - loss: 391.0345 - logits_profile_predictions_loss: 375.3969 - logcount_predictions_loss: 0.8736 172/1876 [=>............................] - ETA: 8:57 - loss: 391.0322 - logits_profile_predictions_loss: 375.3956 - logcount_predictions_loss: 0.8735 173/1876 [=>............................] - ETA: 8:56 - loss: 391.0308 - logits_profile_predictions_loss: 375.3950 - logcount_predictions_loss: 0.8735 174/1876 [=>............................] - ETA: 8:56 - loss: 391.0297 - logits_profile_predictions_loss: 375.3947 - logcount_predictions_loss: 0.8735 175/1876 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logits_profile_predictions_loss: 375.3973 - logcount_predictions_loss: 0.8731 182/1876 [=>............................] - ETA: 8:54 - loss: 391.0270 - logits_profile_predictions_loss: 375.3994 - logcount_predictions_loss: 0.8730 183/1876 [=>............................] - ETA: 8:53 - loss: 391.0283 - logits_profile_predictions_loss: 375.4016 - logcount_predictions_loss: 0.8730 184/1876 [=>............................] - ETA: 8:53 - loss: 391.0297 - logits_profile_predictions_loss: 375.4040 - logcount_predictions_loss: 0.8729 185/1876 [=>............................] - ETA: 8:53 - loss: 391.0314 - logits_profile_predictions_loss: 375.4067 - logcount_predictions_loss: 0.8729 186/1876 [=>............................] - ETA: 8:52 - loss: 391.0340 - logits_profile_predictions_loss: 375.4101 - logcount_predictions_loss: 0.8728 187/1876 [=>............................] - ETA: 8:52 - loss: 391.0383 - logits_profile_predictions_loss: 375.4150 - logcount_predictions_loss: 0.8728 188/1876 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logits_profile_predictions_loss: 375.5280 - logcount_predictions_loss: 0.8723 247/1876 [==>...........................] - ETA: 8:33 - loss: 391.1465 - logits_profile_predictions_loss: 375.5324 - logcount_predictions_loss: 0.8723 248/1876 [==>...........................] - ETA: 8:33 - loss: 391.1505 - logits_profile_predictions_loss: 375.5362 - logcount_predictions_loss: 0.8723 249/1876 [==>...........................] - ETA: 8:33 - loss: 391.1555 - logits_profile_predictions_loss: 375.5410 - logcount_predictions_loss: 0.8723 250/1876 [==>...........................] - ETA: 8:32 - loss: 391.1601 - logits_profile_predictions_loss: 375.5455 - logcount_predictions_loss: 0.8723 251/1876 [===>..........................] - ETA: 8:32 - loss: 391.1646 - logits_profile_predictions_loss: 375.5498 - logcount_predictions_loss: 0.8723 252/1876 [===>..........................] - ETA: 8:32 - loss: 391.1699 - logits_profile_predictions_loss: 375.5551 - logcount_predictions_loss: 0.8723 253/1876 [===>..........................] - ETA: 8:31 - loss: 391.1760 - logits_profile_predictions_loss: 375.5612 - logcount_predictions_loss: 0.8723 254/1876 [===>..........................] - ETA: 8:31 - loss: 391.1818 - logits_profile_predictions_loss: 375.5670 - logcount_predictions_loss: 0.8723 255/1876 [===>..........................] - ETA: 8:31 - loss: 391.1878 - logits_profile_predictions_loss: 375.5729 - logcount_predictions_loss: 0.8723 256/1876 [===>..........................] - ETA: 8:30 - loss: 391.1933 - logits_profile_predictions_loss: 375.5783 - logcount_predictions_loss: 0.8723 257/1876 [===>..........................] - ETA: 8:30 - loss: 391.1996 - logits_profile_predictions_loss: 375.5846 - logcount_predictions_loss: 0.8723 258/1876 [===>..........................] - ETA: 8:30 - loss: 391.2059 - logits_profile_predictions_loss: 375.5908 - logcount_predictions_loss: 0.8723 259/1876 [===>..........................] - ETA: 8:29 - loss: 391.2123 - logits_profile_predictions_loss: 375.5972 - logcount_predictions_loss: 0.8723 260/1876 [===>..........................] - ETA: 8:29 - loss: 391.2178 - logits_profile_predictions_loss: 375.6027 - logcount_predictions_loss: 0.8723 261/1876 [===>..........................] - ETA: 8:29 - loss: 391.2224 - logits_profile_predictions_loss: 375.6073 - logcount_predictions_loss: 0.8723 262/1876 [===>..........................] - ETA: 8:29 - loss: 391.2266 - logits_profile_predictions_loss: 375.6115 - logcount_predictions_loss: 0.8723 263/1876 [===>..........................] - ETA: 8:28 - loss: 391.2305 - logits_profile_predictions_loss: 375.6156 - logcount_predictions_loss: 0.8723 264/1876 [===>..........................] - ETA: 8:28 - loss: 391.2341 - logits_profile_predictions_loss: 375.6193 - logcount_predictions_loss: 0.8723 265/1876 [===>..........................] - ETA: 8:28 - loss: 391.2372 - logits_profile_predictions_loss: 375.6225 - logcount_predictions_loss: 0.8723 266/1876 [===>..........................] - ETA: 8:27 - loss: 391.2389 - logits_profile_predictions_loss: 375.6244 - logcount_predictions_loss: 0.8723 267/1876 [===>..........................] - ETA: 8:27 - loss: 391.2406 - logits_profile_predictions_loss: 375.6263 - logcount_predictions_loss: 0.8723 268/1876 [===>..........................] - ETA: 8:27 - loss: 391.2428 - logits_profile_predictions_loss: 375.6286 - logcount_predictions_loss: 0.8723 269/1876 [===>..........................] - ETA: 8:26 - loss: 391.2453 - logits_profile_predictions_loss: 375.6314 - logcount_predictions_loss: 0.8723 270/1876 [===>..........................] - ETA: 8:26 - loss: 391.2479 - logits_profile_predictions_loss: 375.6342 - logcount_predictions_loss: 0.8723 271/1876 [===>..........................] - ETA: 8:26 - loss: 391.2505 - logits_profile_predictions_loss: 375.6371 - logcount_predictions_loss: 0.8723 272/1876 [===>..........................] - ETA: 8:25 - loss: 391.2533 - 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[====>.........................] - ETA: 8:03 - loss: 391.4879 - logits_profile_predictions_loss: 375.8873 - logcount_predictions_loss: 0.8715 345/1876 [====>.........................] - ETA: 8:03 - loss: 391.4918 - logits_profile_predictions_loss: 375.8913 - logcount_predictions_loss: 0.8715 346/1876 [====>.........................] - ETA: 8:02 - loss: 391.4955 - logits_profile_predictions_loss: 375.8952 - logcount_predictions_loss: 0.8715 347/1876 [====>.........................] - ETA: 8:02 - loss: 391.4991 - logits_profile_predictions_loss: 375.8988 - logcount_predictions_loss: 0.8715 348/1876 [====>.........................] - ETA: 8:02 - loss: 391.5025 - logits_profile_predictions_loss: 375.9023 - logcount_predictions_loss: 0.8715 349/1876 [====>.........................] - ETA: 8:01 - loss: 391.5061 - logits_profile_predictions_loss: 375.9060 - logcount_predictions_loss: 0.8715 350/1876 [====>.........................] - ETA: 8:01 - loss: 391.5097 - 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[====>.........................] - ETA: 7:59 - loss: 391.5341 - logits_profile_predictions_loss: 375.9346 - logcount_predictions_loss: 0.8715 358/1876 [====>.........................] - ETA: 7:58 - loss: 391.5377 - logits_profile_predictions_loss: 375.9382 - logcount_predictions_loss: 0.8715 359/1876 [====>.........................] - ETA: 7:58 - loss: 391.5416 - logits_profile_predictions_loss: 375.9421 - logcount_predictions_loss: 0.8715 360/1876 [====>.........................] - ETA: 7:58 - loss: 391.5456 - logits_profile_predictions_loss: 375.9460 - logcount_predictions_loss: 0.8715 361/1876 [====>.........................] - ETA: 7:58 - loss: 391.5500 - logits_profile_predictions_loss: 375.9504 - logcount_predictions_loss: 0.8715 362/1876 [====>.........................] - ETA: 7:57 - loss: 391.5542 - logits_profile_predictions_loss: 375.9546 - logcount_predictions_loss: 0.8715 363/1876 [====>.........................] - ETA: 7:57 - loss: 391.5584 - 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logits_profile_predictions_loss: 369.5575 - logcount_predictions_loss: 0.8135 132/1876 [=>............................] - ETA: 9:08 - loss: 384.1215 - logits_profile_predictions_loss: 369.5615 - logcount_predictions_loss: 0.8134 133/1876 [=>............................] - ETA: 9:08 - loss: 384.1224 - logits_profile_predictions_loss: 369.5641 - logcount_predictions_loss: 0.8133 134/1876 [=>............................] - ETA: 9:08 - loss: 384.1227 - logits_profile_predictions_loss: 369.5663 - logcount_predictions_loss: 0.8132 135/1876 [=>............................] - ETA: 9:07 - loss: 384.1245 - logits_profile_predictions_loss: 369.5696 - logcount_predictions_loss: 0.8131 136/1876 [=>............................] - ETA: 9:07 - loss: 384.1287 - logits_profile_predictions_loss: 369.5752 - logcount_predictions_loss: 0.8130 137/1876 [=>............................] - ETA: 9:07 - loss: 384.1328 - logits_profile_predictions_loss: 369.5808 - logcount_predictions_loss: 0.8130 138/1876 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logits_profile_predictions_loss: 371.1276 - logcount_predictions_loss: 0.8097 249/1876 [==>...........................] - ETA: 8:32 - loss: 385.6313 - logits_profile_predictions_loss: 371.1378 - logcount_predictions_loss: 0.8097 250/1876 [==>...........................] - ETA: 8:32 - loss: 385.6404 - logits_profile_predictions_loss: 371.1471 - logcount_predictions_loss: 0.8097 251/1876 [===>..........................] - ETA: 8:32 - loss: 385.6493 - logits_profile_predictions_loss: 371.1561 - logcount_predictions_loss: 0.8097 252/1876 [===>..........................] - ETA: 8:32 - loss: 385.6581 - logits_profile_predictions_loss: 371.1649 - logcount_predictions_loss: 0.8097 253/1876 [===>..........................] - ETA: 8:31 - loss: 385.6660 - logits_profile_predictions_loss: 371.1728 - logcount_predictions_loss: 0.8097 254/1876 [===>..........................] - ETA: 8:31 - loss: 385.6736 - logits_profile_predictions_loss: 371.1806 - logcount_predictions_loss: 0.8097 255/1876 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[===>..........................] - ETA: 8:27 - loss: 385.7900 - logits_profile_predictions_loss: 371.2980 - logcount_predictions_loss: 0.8096 269/1876 [===>..........................] - ETA: 8:26 - loss: 385.7978 - logits_profile_predictions_loss: 371.3058 - logcount_predictions_loss: 0.8096 270/1876 [===>..........................] - ETA: 8:26 - loss: 385.8053 - logits_profile_predictions_loss: 371.3135 - logcount_predictions_loss: 0.8096 271/1876 [===>..........................] - ETA: 8:26 - loss: 385.8123 - logits_profile_predictions_loss: 371.3207 - logcount_predictions_loss: 0.8096 272/1876 [===>..........................] - ETA: 8:25 - loss: 385.8194 - logits_profile_predictions_loss: 371.3280 - logcount_predictions_loss: 0.8096 273/1876 [===>..........................] - ETA: 8:25 - loss: 385.8264 - logits_profile_predictions_loss: 371.3352 - logcount_predictions_loss: 0.8096 274/1876 [===>..........................] - ETA: 8:25 - loss: 385.8341 - logits_profile_predictions_loss: 371.3431 - logcount_predictions_loss: 0.8096 275/1876 [===>..........................] - ETA: 8:24 - loss: 385.8419 - logits_profile_predictions_loss: 371.3511 - logcount_predictions_loss: 0.8095 276/1876 [===>..........................] - ETA: 8:24 - loss: 385.8496 - logits_profile_predictions_loss: 371.3591 - logcount_predictions_loss: 0.8095 277/1876 [===>..........................] - ETA: 8:24 - loss: 385.8569 - logits_profile_predictions_loss: 371.3667 - logcount_predictions_loss: 0.8095 278/1876 [===>..........................] - ETA: 8:24 - loss: 385.8642 - logits_profile_predictions_loss: 371.3743 - logcount_predictions_loss: 0.8095 279/1876 [===>..........................] - ETA: 8:23 - loss: 385.8713 - logits_profile_predictions_loss: 371.3817 - logcount_predictions_loss: 0.8095 280/1876 [===>..........................] - ETA: 8:23 - loss: 385.8785 - logits_profile_predictions_loss: 371.3893 - logcount_predictions_loss: 0.8095 281/1876 [===>..........................] - ETA: 8:23 - loss: 385.8862 - logits_profile_predictions_loss: 371.3972 - logcount_predictions_loss: 0.8094 282/1876 [===>..........................] - ETA: 8:22 - loss: 385.8940 - logits_profile_predictions_loss: 371.4053 - logcount_predictions_loss: 0.8094 283/1876 [===>..........................] - ETA: 8:22 - loss: 385.9022 - logits_profile_predictions_loss: 371.4138 - logcount_predictions_loss: 0.8094 284/1876 [===>..........................] - ETA: 8:22 - loss: 385.9103 - logits_profile_predictions_loss: 371.4224 - logcount_predictions_loss: 0.8094 285/1876 [===>..........................] - ETA: 8:21 - loss: 385.9182 - logits_profile_predictions_loss: 371.4307 - logcount_predictions_loss: 0.8094 286/1876 [===>..........................] - ETA: 8:21 - loss: 385.9253 - logits_profile_predictions_loss: 371.4381 - logcount_predictions_loss: 0.8093 287/1876 [===>..........................] - ETA: 8:21 - loss: 385.9336 - logits_profile_predictions_loss: 371.4468 - logcount_predictions_loss: 0.8093 288/1876 [===>..........................] - ETA: 8:20 - loss: 385.9418 - logits_profile_predictions_loss: 371.4553 - logcount_predictions_loss: 0.8093 289/1876 [===>..........................] - ETA: 8:20 - loss: 385.9504 - logits_profile_predictions_loss: 371.4643 - logcount_predictions_loss: 0.8093 290/1876 [===>..........................] - ETA: 8:20 - loss: 385.9587 - logits_profile_predictions_loss: 371.4729 - logcount_predictions_loss: 0.8093 291/1876 [===>..........................] - ETA: 8:19 - loss: 385.9676 - logits_profile_predictions_loss: 371.4823 - logcount_predictions_loss: 0.8092 292/1876 [===>..........................] - ETA: 8:19 - loss: 385.9770 - logits_profile_predictions_loss: 371.4920 - logcount_predictions_loss: 0.8092 293/1876 [===>..........................] - ETA: 8:19 - loss: 385.9857 - logits_profile_predictions_loss: 371.5011 - logcount_predictions_loss: 0.8092 294/1876 [===>..........................] - ETA: 8:19 - loss: 385.9946 - logits_profile_predictions_loss: 371.5103 - logcount_predictions_loss: 0.8092 295/1876 [===>..........................] - ETA: 8:18 - loss: 386.0029 - logits_profile_predictions_loss: 371.5190 - logcount_predictions_loss: 0.8092 296/1876 [===>..........................] - ETA: 8:18 - loss: 386.0110 - logits_profile_predictions_loss: 371.5274 - logcount_predictions_loss: 0.8091 297/1876 [===>..........................] - ETA: 8:18 - loss: 386.0192 - logits_profile_predictions_loss: 371.5360 - logcount_predictions_loss: 0.8091 298/1876 [===>..........................] - ETA: 8:17 - loss: 386.0273 - logits_profile_predictions_loss: 371.5443 - logcount_predictions_loss: 0.8091 299/1876 [===>..........................] - ETA: 8:17 - loss: 386.0359 - logits_profile_predictions_loss: 371.5533 - logcount_predictions_loss: 0.8091 300/1876 [===>..........................] - ETA: 8:17 - loss: 386.0445 - logits_profile_predictions_loss: 371.5621 - logcount_predictions_loss: 0.8091 301/1876 [===>..........................] - ETA: 8:16 - loss: 386.0530 - logits_profile_predictions_loss: 371.5708 - logcount_predictions_loss: 0.8091 302/1876 [===>..........................] - ETA: 8:16 - loss: 386.0608 - logits_profile_predictions_loss: 371.5789 - logcount_predictions_loss: 0.8091 303/1876 [===>..........................] - ETA: 8:16 - loss: 386.0686 - logits_profile_predictions_loss: 371.5869 - logcount_predictions_loss: 0.8090 304/1876 [===>..........................] - ETA: 8:15 - loss: 386.0763 - logits_profile_predictions_loss: 371.5948 - logcount_predictions_loss: 0.8090 305/1876 [===>..........................] - ETA: 8:15 - loss: 386.0845 - logits_profile_predictions_loss: 371.6032 - logcount_predictions_loss: 0.8090 306/1876 [===>..........................] - ETA: 8:15 - loss: 386.0928 - logits_profile_predictions_loss: 371.6117 - logcount_predictions_loss: 0.8090 307/1876 [===>..........................] - ETA: 8:15 - loss: 386.1006 - logits_profile_predictions_loss: 371.6197 - logcount_predictions_loss: 0.8090 308/1876 [===>..........................] - ETA: 8:14 - loss: 386.1082 - logits_profile_predictions_loss: 371.6276 - logcount_predictions_loss: 0.8090 309/1876 [===>..........................] - ETA: 8:14 - loss: 386.1156 - logits_profile_predictions_loss: 371.6352 - logcount_predictions_loss: 0.8090 310/1876 [===>..........................] - ETA: 8:14 - loss: 386.1230 - logits_profile_predictions_loss: 371.6428 - logcount_predictions_loss: 0.8089 311/1876 [===>..........................] - ETA: 8:13 - loss: 386.1304 - logits_profile_predictions_loss: 371.6504 - logcount_predictions_loss: 0.8089 312/1876 [===>..........................] - ETA: 8:13 - loss: 386.1376 - logits_profile_predictions_loss: 371.6579 - logcount_predictions_loss: 0.8089 313/1876 [====>.........................] - ETA: 8:13 - loss: 386.1444 - logits_profile_predictions_loss: 371.6651 - logcount_predictions_loss: 0.8089 314/1876 [====>.........................] - ETA: 8:12 - loss: 386.1512 - logits_profile_predictions_loss: 371.6722 - logcount_predictions_loss: 0.8089 315/1876 [====>.........................] - ETA: 8:12 - loss: 386.1586 - logits_profile_predictions_loss: 371.6800 - logcount_predictions_loss: 0.8089 316/1876 [====>.........................] - ETA: 8:12 - loss: 386.1664 - logits_profile_predictions_loss: 371.6879 - logcount_predictions_loss: 0.8089 317/1876 [====>.........................] - ETA: 8:11 - loss: 386.1747 - logits_profile_predictions_loss: 371.6966 - logcount_predictions_loss: 0.8088 318/1876 [====>.........................] - ETA: 8:11 - loss: 386.1826 - logits_profile_predictions_loss: 371.7048 - logcount_predictions_loss: 0.8088 319/1876 [====>.........................] - ETA: 8:11 - loss: 386.1906 - logits_profile_predictions_loss: 371.7130 - logcount_predictions_loss: 0.8088 320/1876 [====>.........................] - ETA: 8:10 - loss: 386.1983 - logits_profile_predictions_loss: 371.7209 - logcount_predictions_loss: 0.8088 321/1876 [====>.........................] - ETA: 8:10 - loss: 386.2062 - logits_profile_predictions_loss: 371.7291 - logcount_predictions_loss: 0.8088 322/1876 [====>.........................] - ETA: 8:10 - loss: 386.2142 - logits_profile_predictions_loss: 371.7373 - logcount_predictions_loss: 0.8088 323/1876 [====>.........................] - ETA: 8:10 - loss: 386.2223 - logits_profile_predictions_loss: 371.7456 - logcount_predictions_loss: 0.8088 324/1876 [====>.........................] - ETA: 8:09 - loss: 386.2305 - logits_profile_predictions_loss: 371.7540 - logcount_predictions_loss: 0.8087 325/1876 [====>.........................] - ETA: 8:09 - loss: 386.2386 - logits_profile_predictions_loss: 371.7623 - logcount_predictions_loss: 0.8087 326/1876 [====>.........................] - ETA: 8:09 - loss: 386.2464 - logits_profile_predictions_loss: 371.7703 - logcount_predictions_loss: 0.8087 327/1876 [====>.........................] - ETA: 8:08 - loss: 386.2540 - logits_profile_predictions_loss: 371.7780 - logcount_predictions_loss: 0.8087 328/1876 [====>.........................] - ETA: 8:08 - loss: 386.2614 - logits_profile_predictions_loss: 371.7855 - logcount_predictions_loss: 0.8087 329/1876 [====>.........................] - ETA: 8:08 - loss: 386.2685 - logits_profile_predictions_loss: 371.7926 - logcount_predictions_loss: 0.8087 330/1876 [====>.........................] - ETA: 8:07 - loss: 386.2759 - logits_profile_predictions_loss: 371.8001 - logcount_predictions_loss: 0.8087 331/1876 [====>.........................] - ETA: 8:07 - loss: 386.2832 - logits_profile_predictions_loss: 371.8075 - logcount_predictions_loss: 0.8087 332/1876 [====>.........................] - ETA: 8:07 - loss: 386.2904 - logits_profile_predictions_loss: 371.8147 - logcount_predictions_loss: 0.8087 333/1876 [====>.........................] - ETA: 8:06 - loss: 386.2973 - logits_profile_predictions_loss: 371.8217 - logcount_predictions_loss: 0.8087 334/1876 [====>.........................] - ETA: 8:06 - loss: 386.3043 - logits_profile_predictions_loss: 371.8288 - logcount_predictions_loss: 0.8087 335/1876 [====>.........................] - ETA: 8:06 - loss: 386.3114 - logits_profile_predictions_loss: 371.8360 - logcount_predictions_loss: 0.8087 336/1876 [====>.........................] - ETA: 8:06 - loss: 386.3181 - logits_profile_predictions_loss: 371.8426 - logcount_predictions_loss: 0.8087 337/1876 [====>.........................] - ETA: 8:05 - loss: 386.3251 - logits_profile_predictions_loss: 371.8497 - logcount_predictions_loss: 0.8087 338/1876 [====>.........................] - ETA: 8:05 - loss: 386.3320 - logits_profile_predictions_loss: 371.8565 - logcount_predictions_loss: 0.8087 339/1876 [====>.........................] - ETA: 8:05 - loss: 386.3392 - logits_profile_predictions_loss: 371.8638 - logcount_predictions_loss: 0.8087 340/1876 [====>.........................] - ETA: 8:04 - loss: 386.3460 - logits_profile_predictions_loss: 371.8706 - logcount_predictions_loss: 0.8087 341/1876 [====>.........................] - ETA: 8:04 - loss: 386.3529 - logits_profile_predictions_loss: 371.8775 - logcount_predictions_loss: 0.8087 342/1876 [====>.........................] - ETA: 8:04 - loss: 386.3598 - logits_profile_predictions_loss: 371.8844 - logcount_predictions_loss: 0.8087 343/1876 [====>.........................] - ETA: 8:03 - loss: 386.3668 - logits_profile_predictions_loss: 371.8914 - logcount_predictions_loss: 0.8087 344/1876 [====>.........................] - ETA: 8:03 - loss: 386.3737 - logits_profile_predictions_loss: 371.8983 - logcount_predictions_loss: 0.8087 345/1876 [====>.........................] - ETA: 8:03 - loss: 386.3807 - logits_profile_predictions_loss: 371.9052 - logcount_predictions_loss: 0.8087 346/1876 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logits_profile_predictions_loss: 369.9627 - logcount_predictions_loss: 0.7616 166/1876 [=>............................] - ETA: 8:58 - loss: 383.6107 - logits_profile_predictions_loss: 369.9756 - logcount_predictions_loss: 0.7617 167/1876 [=>............................] - ETA: 8:58 - loss: 383.6254 - logits_profile_predictions_loss: 369.9877 - logcount_predictions_loss: 0.7619 168/1876 [=>............................] - ETA: 8:58 - loss: 383.6394 - logits_profile_predictions_loss: 369.9993 - logcount_predictions_loss: 0.7620 169/1876 [=>............................] - ETA: 8:57 - loss: 383.6520 - logits_profile_predictions_loss: 370.0094 - logcount_predictions_loss: 0.7622 170/1876 [=>............................] - ETA: 8:57 - loss: 383.6624 - logits_profile_predictions_loss: 370.0174 - logcount_predictions_loss: 0.7623 171/1876 [=>............................] - ETA: 8:57 - loss: 383.6731 - logits_profile_predictions_loss: 370.0259 - logcount_predictions_loss: 0.7624 172/1876 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logits_profile_predictions_loss: 370.0815 - logcount_predictions_loss: 0.7632 179/1876 [=>............................] - ETA: 8:54 - loss: 383.7484 - logits_profile_predictions_loss: 370.0861 - logcount_predictions_loss: 0.7633 180/1876 [=>............................] - ETA: 8:54 - loss: 383.7524 - logits_profile_predictions_loss: 370.0885 - logcount_predictions_loss: 0.7633 181/1876 [=>............................] - ETA: 8:54 - loss: 383.7571 - logits_profile_predictions_loss: 370.0915 - logcount_predictions_loss: 0.7634 182/1876 [=>............................] - ETA: 8:53 - loss: 383.7613 - logits_profile_predictions_loss: 370.0941 - logcount_predictions_loss: 0.7635 183/1876 [=>............................] - ETA: 8:53 - loss: 383.7658 - logits_profile_predictions_loss: 370.0968 - logcount_predictions_loss: 0.7636 184/1876 [=>............................] - ETA: 8:53 - loss: 383.7698 - logits_profile_predictions_loss: 370.0990 - logcount_predictions_loss: 0.7637 185/1876 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logits_profile_predictions_loss: 370.1062 - logcount_predictions_loss: 0.7644 192/1876 [==>...........................] - ETA: 8:50 - loss: 383.7926 - logits_profile_predictions_loss: 370.1084 - logcount_predictions_loss: 0.7645 193/1876 [==>...........................] - ETA: 8:50 - loss: 383.7956 - logits_profile_predictions_loss: 370.1097 - logcount_predictions_loss: 0.7646 194/1876 [==>...........................] - ETA: 8:49 - loss: 383.7996 - logits_profile_predictions_loss: 370.1121 - logcount_predictions_loss: 0.7647 195/1876 [==>...........................] - ETA: 8:49 - loss: 383.8036 - logits_profile_predictions_loss: 370.1145 - logcount_predictions_loss: 0.7648 196/1876 [==>...........................] - ETA: 8:49 - loss: 383.8061 - logits_profile_predictions_loss: 370.1156 - logcount_predictions_loss: 0.7648 197/1876 [==>...........................] - ETA: 8:49 - loss: 383.8087 - logits_profile_predictions_loss: 370.1166 - logcount_predictions_loss: 0.7649 198/1876 [==>...........................] - ETA: 8:48 - loss: 383.8114 - logits_profile_predictions_loss: 370.1178 - logcount_predictions_loss: 0.7650 199/1876 [==>...........................] - ETA: 8:48 - loss: 383.8128 - logits_profile_predictions_loss: 370.1176 - logcount_predictions_loss: 0.7651 200/1876 [==>...........................] - ETA: 8:48 - loss: 383.8155 - logits_profile_predictions_loss: 370.1189 - logcount_predictions_loss: 0.7652 201/1876 [==>...........................] - ETA: 8:47 - loss: 383.8175 - logits_profile_predictions_loss: 370.1195 - logcount_predictions_loss: 0.7653 202/1876 [==>...........................] - ETA: 8:47 - loss: 383.8196 - logits_profile_predictions_loss: 370.1200 - logcount_predictions_loss: 0.7653 203/1876 [==>...........................] - ETA: 8:47 - loss: 383.8210 - logits_profile_predictions_loss: 370.1198 - logcount_predictions_loss: 0.7654 204/1876 [==>...........................] - ETA: 8:46 - loss: 383.8222 - 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[==>...........................] - ETA: 8:44 - loss: 383.8427 - logits_profile_predictions_loss: 370.1295 - logcount_predictions_loss: 0.7661 212/1876 [==>...........................] - ETA: 8:44 - loss: 383.8469 - logits_profile_predictions_loss: 370.1324 - logcount_predictions_loss: 0.7662 213/1876 [==>...........................] - ETA: 8:44 - loss: 383.8503 - logits_profile_predictions_loss: 370.1343 - logcount_predictions_loss: 0.7663 214/1876 [==>...........................] - ETA: 8:43 - loss: 383.8541 - logits_profile_predictions_loss: 370.1369 - logcount_predictions_loss: 0.7663 215/1876 [==>...........................] - ETA: 8:43 - loss: 383.8586 - logits_profile_predictions_loss: 370.1401 - logcount_predictions_loss: 0.7664 216/1876 [==>...........................] - ETA: 8:43 - loss: 383.8634 - logits_profile_predictions_loss: 370.1437 - logcount_predictions_loss: 0.7665 217/1876 [==>...........................] - ETA: 8:42 - loss: 383.8689 - logits_profile_predictions_loss: 370.1479 - logcount_predictions_loss: 0.7665 218/1876 [==>...........................] - ETA: 8:42 - loss: 383.8745 - logits_profile_predictions_loss: 370.1523 - logcount_predictions_loss: 0.7666 219/1876 [==>...........................] - ETA: 8:42 - loss: 383.8815 - logits_profile_predictions_loss: 370.1580 - logcount_predictions_loss: 0.7667 220/1876 [==>...........................] - ETA: 8:41 - loss: 383.8890 - logits_profile_predictions_loss: 370.1643 - logcount_predictions_loss: 0.7667 221/1876 [==>...........................] - ETA: 8:41 - loss: 383.8972 - logits_profile_predictions_loss: 370.1713 - logcount_predictions_loss: 0.7668 222/1876 [==>...........................] - ETA: 8:41 - loss: 383.9056 - logits_profile_predictions_loss: 370.1786 - logcount_predictions_loss: 0.7669 223/1876 [==>...........................] - ETA: 8:40 - loss: 383.9142 - logits_profile_predictions_loss: 370.1860 - logcount_predictions_loss: 0.7669 224/1876 [==>...........................] - ETA: 8:40 - loss: 383.9231 - logits_profile_predictions_loss: 370.1937 - logcount_predictions_loss: 0.7670 225/1876 [==>...........................] - ETA: 8:40 - loss: 383.9315 - logits_profile_predictions_loss: 370.2011 - logcount_predictions_loss: 0.7671 226/1876 [==>...........................] - ETA: 8:40 - loss: 383.9406 - logits_profile_predictions_loss: 370.2092 - logcount_predictions_loss: 0.7671 227/1876 [==>...........................] - ETA: 8:39 - loss: 383.9500 - logits_profile_predictions_loss: 370.2177 - logcount_predictions_loss: 0.7672 228/1876 [==>...........................] - ETA: 8:39 - loss: 383.9595 - logits_profile_predictions_loss: 370.2261 - logcount_predictions_loss: 0.7672 229/1876 [==>...........................] - ETA: 8:39 - loss: 383.9693 - logits_profile_predictions_loss: 370.2348 - logcount_predictions_loss: 0.7673 230/1876 [==>...........................] - ETA: 8:38 - loss: 383.9804 - logits_profile_predictions_loss: 370.2450 - logcount_predictions_loss: 0.7673 231/1876 [==>...........................] - ETA: 8:38 - loss: 383.9917 - logits_profile_predictions_loss: 370.2552 - logcount_predictions_loss: 0.7674 232/1876 [==>...........................] - ETA: 8:38 - loss: 384.0030 - logits_profile_predictions_loss: 370.2655 - logcount_predictions_loss: 0.7675 233/1876 [==>...........................] - ETA: 8:37 - loss: 384.0146 - logits_profile_predictions_loss: 370.2760 - logcount_predictions_loss: 0.7675 234/1876 [==>...........................] - ETA: 8:37 - loss: 384.0257 - logits_profile_predictions_loss: 370.2861 - logcount_predictions_loss: 0.7676 235/1876 [==>...........................] - ETA: 8:37 - loss: 384.0376 - logits_profile_predictions_loss: 370.2970 - logcount_predictions_loss: 0.7676 236/1876 [==>...........................] - ETA: 8:36 - loss: 384.0494 - logits_profile_predictions_loss: 370.3077 - logcount_predictions_loss: 0.7677 237/1876 [==>...........................] - ETA: 8:36 - loss: 384.0616 - logits_profile_predictions_loss: 370.3189 - logcount_predictions_loss: 0.7678 238/1876 [==>...........................] - ETA: 8:36 - loss: 384.0736 - logits_profile_predictions_loss: 370.3298 - logcount_predictions_loss: 0.7678 239/1876 [==>...........................] - ETA: 8:36 - loss: 384.0860 - logits_profile_predictions_loss: 370.3413 - logcount_predictions_loss: 0.7679 240/1876 [==>...........................] - ETA: 8:35 - loss: 384.0978 - logits_profile_predictions_loss: 370.3521 - logcount_predictions_loss: 0.7679 241/1876 [==>...........................] - ETA: 8:35 - loss: 384.1096 - logits_profile_predictions_loss: 370.3629 - logcount_predictions_loss: 0.7680 242/1876 [==>...........................] - ETA: 8:35 - loss: 384.1222 - logits_profile_predictions_loss: 370.3746 - logcount_predictions_loss: 0.7680 243/1876 [==>...........................] - ETA: 8:34 - loss: 384.1346 - logits_profile_predictions_loss: 370.3862 - logcount_predictions_loss: 0.7681 244/1876 [==>...........................] - ETA: 8:34 - loss: 384.1468 - logits_profile_predictions_loss: 370.3976 - logcount_predictions_loss: 0.7681 245/1876 [==>...........................] - ETA: 8:34 - loss: 384.1593 - logits_profile_predictions_loss: 370.4092 - logcount_predictions_loss: 0.7682 246/1876 [==>...........................] - ETA: 8:33 - loss: 384.1704 - logits_profile_predictions_loss: 370.4195 - logcount_predictions_loss: 0.7682 247/1876 [==>...........................] - ETA: 8:33 - loss: 384.1812 - logits_profile_predictions_loss: 370.4295 - logcount_predictions_loss: 0.7683 248/1876 [==>...........................] - ETA: 8:33 - loss: 384.1924 - logits_profile_predictions_loss: 370.4399 - logcount_predictions_loss: 0.7683 249/1876 [==>...........................] - ETA: 8:32 - loss: 384.2034 - logits_profile_predictions_loss: 370.4501 - logcount_predictions_loss: 0.7683 250/1876 [==>...........................] - ETA: 8:32 - loss: 384.2151 - logits_profile_predictions_loss: 370.4610 - logcount_predictions_loss: 0.7684 251/1876 [===>..........................] - ETA: 8:32 - loss: 384.2261 - logits_profile_predictions_loss: 370.4711 - logcount_predictions_loss: 0.7684 252/1876 [===>..........................] - ETA: 8:31 - loss: 384.2368 - logits_profile_predictions_loss: 370.4810 - logcount_predictions_loss: 0.7685 253/1876 [===>..........................] - ETA: 8:31 - loss: 384.2479 - logits_profile_predictions_loss: 370.4913 - logcount_predictions_loss: 0.7685 254/1876 [===>..........................] - ETA: 8:31 - loss: 384.2587 - logits_profile_predictions_loss: 370.5012 - logcount_predictions_loss: 0.7686 255/1876 [===>..........................] - ETA: 8:31 - loss: 384.2701 - logits_profile_predictions_loss: 370.5119 - logcount_predictions_loss: 0.7686 256/1876 [===>..........................] - ETA: 8:30 - loss: 384.2815 - logits_profile_predictions_loss: 370.5225 - logcount_predictions_loss: 0.7687 257/1876 [===>..........................] - ETA: 8:30 - loss: 384.2930 - logits_profile_predictions_loss: 370.5333 - logcount_predictions_loss: 0.7687 258/1876 [===>..........................] - ETA: 8:30 - loss: 384.3047 - logits_profile_predictions_loss: 370.5443 - logcount_predictions_loss: 0.7687 259/1876 [===>..........................] - ETA: 8:29 - loss: 384.3158 - logits_profile_predictions_loss: 370.5547 - logcount_predictions_loss: 0.7688 260/1876 [===>..........................] - ETA: 8:29 - loss: 384.3266 - logits_profile_predictions_loss: 370.5647 - logcount_predictions_loss: 0.7688 261/1876 [===>..........................] - ETA: 8:29 - loss: 384.3370 - logits_profile_predictions_loss: 370.5743 - logcount_predictions_loss: 0.7689 262/1876 [===>..........................] - ETA: 8:28 - loss: 384.3473 - logits_profile_predictions_loss: 370.5838 - logcount_predictions_loss: 0.7689 263/1876 [===>..........................] - ETA: 8:28 - loss: 384.3573 - logits_profile_predictions_loss: 370.5931 - logcount_predictions_loss: 0.7690 264/1876 [===>..........................] - ETA: 8:28 - loss: 384.3672 - logits_profile_predictions_loss: 370.6022 - logcount_predictions_loss: 0.7690 265/1876 [===>..........................] - ETA: 8:27 - loss: 384.3777 - logits_profile_predictions_loss: 370.6120 - logcount_predictions_loss: 0.7690 266/1876 [===>..........................] - ETA: 8:27 - loss: 384.3882 - logits_profile_predictions_loss: 370.6217 - logcount_predictions_loss: 0.7691 267/1876 [===>..........................] - ETA: 8:27 - loss: 384.3985 - logits_profile_predictions_loss: 370.6312 - logcount_predictions_loss: 0.7691 268/1876 [===>..........................] - ETA: 8:27 - loss: 384.4084 - logits_profile_predictions_loss: 370.6402 - logcount_predictions_loss: 0.7692 269/1876 [===>..........................] - ETA: 8:26 - loss: 384.4184 - logits_profile_predictions_loss: 370.6494 - logcount_predictions_loss: 0.7692 270/1876 [===>..........................] - ETA: 8:26 - loss: 384.4284 - logits_profile_predictions_loss: 370.6584 - logcount_predictions_loss: 0.7693 271/1876 [===>..........................] - ETA: 8:26 - loss: 384.4379 - logits_profile_predictions_loss: 370.6670 - logcount_predictions_loss: 0.7693 272/1876 [===>..........................] - ETA: 8:25 - loss: 384.4482 - logits_profile_predictions_loss: 370.6764 - logcount_predictions_loss: 0.7694 273/1876 [===>..........................] - ETA: 8:25 - loss: 384.4585 - logits_profile_predictions_loss: 370.6858 - logcount_predictions_loss: 0.7694 274/1876 [===>..........................] - ETA: 8:25 - loss: 384.4685 - logits_profile_predictions_loss: 370.6949 - logcount_predictions_loss: 0.7695 275/1876 [===>..........................] - ETA: 8:24 - loss: 384.4788 - logits_profile_predictions_loss: 370.7043 - logcount_predictions_loss: 0.7695 276/1876 [===>..........................] - ETA: 8:24 - loss: 384.4886 - logits_profile_predictions_loss: 370.7133 - logcount_predictions_loss: 0.7696 277/1876 [===>..........................] - ETA: 8:24 - loss: 384.4980 - logits_profile_predictions_loss: 370.7218 - logcount_predictions_loss: 0.7696 278/1876 [===>..........................] - ETA: 8:23 - loss: 384.5076 - logits_profile_predictions_loss: 370.7306 - logcount_predictions_loss: 0.7697 279/1876 [===>..........................] - ETA: 8:23 - loss: 384.5170 - logits_profile_predictions_loss: 370.7392 - logcount_predictions_loss: 0.7697 280/1876 [===>..........................] - ETA: 8:23 - loss: 384.5266 - logits_profile_predictions_loss: 370.7478 - logcount_predictions_loss: 0.7698 281/1876 [===>..........................] - ETA: 8:22 - loss: 384.5358 - logits_profile_predictions_loss: 370.7562 - logcount_predictions_loss: 0.7698 282/1876 [===>..........................] - ETA: 8:22 - loss: 384.5452 - logits_profile_predictions_loss: 370.7647 - logcount_predictions_loss: 0.7699 283/1876 [===>..........................] - ETA: 8:22 - loss: 384.5544 - logits_profile_predictions_loss: 370.7731 - logcount_predictions_loss: 0.7699 284/1876 [===>..........................] - ETA: 8:22 - loss: 384.5630 - logits_profile_predictions_loss: 370.7809 - logcount_predictions_loss: 0.7700 285/1876 [===>..........................] - ETA: 8:21 - loss: 384.5712 - logits_profile_predictions_loss: 370.7883 - logcount_predictions_loss: 0.7700 286/1876 [===>..........................] - ETA: 8:21 - loss: 384.5789 - logits_profile_predictions_loss: 370.7952 - logcount_predictions_loss: 0.7700 287/1876 [===>..........................] - ETA: 8:21 - loss: 384.5872 - logits_profile_predictions_loss: 370.8029 - logcount_predictions_loss: 0.7701 288/1876 [===>..........................] - ETA: 8:20 - loss: 384.5954 - logits_profile_predictions_loss: 370.8104 - logcount_predictions_loss: 0.7701 289/1876 [===>..........................] - ETA: 8:20 - loss: 384.6039 - logits_profile_predictions_loss: 370.8183 - logcount_predictions_loss: 0.7701 290/1876 [===>..........................] - ETA: 8:20 - loss: 384.6127 - logits_profile_predictions_loss: 370.8264 - logcount_predictions_loss: 0.7702 291/1876 [===>..........................] - ETA: 8:19 - loss: 384.6211 - logits_profile_predictions_loss: 370.8341 - logcount_predictions_loss: 0.7702 292/1876 [===>..........................] - ETA: 8:19 - loss: 384.6292 - logits_profile_predictions_loss: 370.8416 - logcount_predictions_loss: 0.7703 293/1876 [===>..........................] - ETA: 8:19 - loss: 384.6364 - logits_profile_predictions_loss: 370.8483 - logcount_predictions_loss: 0.7703 294/1876 [===>..........................] - ETA: 8:18 - loss: 384.6434 - logits_profile_predictions_loss: 370.8546 - logcount_predictions_loss: 0.7703 295/1876 [===>..........................] - ETA: 8:18 - loss: 384.6498 - 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[===>..........................] - ETA: 8:16 - loss: 384.6899 - logits_profile_predictions_loss: 370.8971 - logcount_predictions_loss: 0.7705 303/1876 [===>..........................] - ETA: 8:16 - loss: 384.6944 - logits_profile_predictions_loss: 370.9011 - logcount_predictions_loss: 0.7706 304/1876 [===>..........................] - ETA: 8:15 - loss: 384.6993 - logits_profile_predictions_loss: 370.9055 - logcount_predictions_loss: 0.7706 305/1876 [===>..........................] - ETA: 8:15 - loss: 384.7042 - logits_profile_predictions_loss: 370.9099 - logcount_predictions_loss: 0.7706 306/1876 [===>..........................] - ETA: 8:15 - loss: 384.7092 - logits_profile_predictions_loss: 370.9144 - logcount_predictions_loss: 0.7707 307/1876 [===>..........................] - ETA: 8:14 - loss: 384.7142 - logits_profile_predictions_loss: 370.9188 - logcount_predictions_loss: 0.7707 308/1876 [===>..........................] - ETA: 8:14 - loss: 384.7191 - logits_profile_predictions_loss: 370.9232 - logcount_predictions_loss: 0.7707 309/1876 [===>..........................] - ETA: 8:14 - loss: 384.7239 - logits_profile_predictions_loss: 370.9275 - logcount_predictions_loss: 0.7708 310/1876 [===>..........................] - ETA: 8:13 - loss: 384.7286 - logits_profile_predictions_loss: 370.9316 - logcount_predictions_loss: 0.7708 311/1876 [===>..........................] - ETA: 8:13 - loss: 384.7329 - logits_profile_predictions_loss: 370.9354 - logcount_predictions_loss: 0.7708 312/1876 [===>..........................] - ETA: 8:13 - loss: 384.7370 - logits_profile_predictions_loss: 370.9389 - logcount_predictions_loss: 0.7708 313/1876 [====>.........................] - ETA: 8:13 - loss: 384.7413 - logits_profile_predictions_loss: 370.9428 - logcount_predictions_loss: 0.7709 314/1876 [====>.........................] - ETA: 8:12 - loss: 384.7456 - logits_profile_predictions_loss: 370.9465 - logcount_predictions_loss: 0.7709 315/1876 [====>.........................] - ETA: 8:12 - loss: 384.7505 - logits_profile_predictions_loss: 370.9509 - logcount_predictions_loss: 0.7709 316/1876 [====>.........................] - ETA: 8:11 - loss: 384.7552 - logits_profile_predictions_loss: 370.9551 - logcount_predictions_loss: 0.7710 317/1876 [====>.........................] - ETA: 8:11 - loss: 384.7599 - logits_profile_predictions_loss: 370.9592 - logcount_predictions_loss: 0.7710 318/1876 [====>.........................] - ETA: 8:11 - loss: 384.7641 - logits_profile_predictions_loss: 370.9629 - logcount_predictions_loss: 0.7710 319/1876 [====>.........................] - ETA: 8:10 - loss: 384.7685 - logits_profile_predictions_loss: 370.9669 - logcount_predictions_loss: 0.7710 320/1876 [====>.........................] - ETA: 8:10 - loss: 384.7733 - logits_profile_predictions_loss: 370.9712 - logcount_predictions_loss: 0.7711 321/1876 [====>.........................] - ETA: 8:10 - loss: 384.7777 - logits_profile_predictions_loss: 370.9751 - logcount_predictions_loss: 0.7711 322/1876 [====>.........................] - ETA: 8:09 - loss: 384.7819 - logits_profile_predictions_loss: 370.9789 - logcount_predictions_loss: 0.7711 323/1876 [====>.........................] - ETA: 8:09 - loss: 384.7858 - logits_profile_predictions_loss: 370.9823 - logcount_predictions_loss: 0.7711 324/1876 [====>.........................] - ETA: 8:09 - loss: 384.7896 - logits_profile_predictions_loss: 370.9856 - logcount_predictions_loss: 0.7712 325/1876 [====>.........................] - ETA: 8:08 - loss: 384.7932 - logits_profile_predictions_loss: 370.9888 - logcount_predictions_loss: 0.7712 326/1876 [====>.........................] - ETA: 8:08 - loss: 384.7971 - logits_profile_predictions_loss: 370.9923 - logcount_predictions_loss: 0.7712 327/1876 [====>.........................] - ETA: 8:08 - loss: 384.8008 - logits_profile_predictions_loss: 370.9954 - logcount_predictions_loss: 0.7712 328/1876 [====>.........................] - ETA: 8:08 - loss: 384.8045 - logits_profile_predictions_loss: 370.9987 - logcount_predictions_loss: 0.7713 329/1876 [====>.........................] - ETA: 8:07 - loss: 384.8084 - logits_profile_predictions_loss: 371.0022 - logcount_predictions_loss: 0.7713 330/1876 [====>.........................] - ETA: 8:07 - loss: 384.8118 - logits_profile_predictions_loss: 371.0052 - logcount_predictions_loss: 0.7713 331/1876 [====>.........................] - ETA: 8:07 - loss: 384.8150 - logits_profile_predictions_loss: 371.0081 - logcount_predictions_loss: 0.7713 332/1876 [====>.........................] - ETA: 8:06 - loss: 384.8185 - logits_profile_predictions_loss: 371.0111 - logcount_predictions_loss: 0.7714 333/1876 [====>.........................] - ETA: 8:06 - loss: 384.8217 - logits_profile_predictions_loss: 371.0139 - logcount_predictions_loss: 0.7714 334/1876 [====>.........................] - ETA: 8:06 - loss: 384.8250 - logits_profile_predictions_loss: 371.0168 - logcount_predictions_loss: 0.7714 335/1876 [====>.........................] - ETA: 8:05 - loss: 384.8276 - logits_profile_predictions_loss: 371.0190 - logcount_predictions_loss: 0.7714 336/1876 [====>.........................] - ETA: 8:05 - loss: 384.8303 - logits_profile_predictions_loss: 371.0212 - logcount_predictions_loss: 0.7715 337/1876 [====>.........................] - ETA: 8:05 - loss: 384.8326 - logits_profile_predictions_loss: 371.0232 - logcount_predictions_loss: 0.7715 338/1876 [====>.........................] - ETA: 8:04 - loss: 384.8349 - logits_profile_predictions_loss: 371.0251 - logcount_predictions_loss: 0.7715 339/1876 [====>.........................] - ETA: 8:04 - loss: 384.8370 - logits_profile_predictions_loss: 371.0268 - logcount_predictions_loss: 0.7715 340/1876 [====>.........................] - ETA: 8:04 - loss: 384.8388 - logits_profile_predictions_loss: 371.0282 - logcount_predictions_loss: 0.7715 341/1876 [====>.........................] - ETA: 8:03 - loss: 384.8409 - logits_profile_predictions_loss: 371.0300 - logcount_predictions_loss: 0.7716 342/1876 [====>.........................] - ETA: 8:03 - loss: 384.8428 - logits_profile_predictions_loss: 371.0315 - logcount_predictions_loss: 0.7716 343/1876 [====>.........................] - ETA: 8:03 - loss: 384.8446 - logits_profile_predictions_loss: 371.0328 - logcount_predictions_loss: 0.7716 344/1876 [====>.........................] - ETA: 8:03 - loss: 384.8465 - logits_profile_predictions_loss: 371.0343 - logcount_predictions_loss: 0.7716 345/1876 [====>.........................] - ETA: 8:02 - loss: 384.8489 - logits_profile_predictions_loss: 371.0363 - logcount_predictions_loss: 0.7717 346/1876 [====>.........................] - ETA: 8:02 - loss: 384.8512 - logits_profile_predictions_loss: 371.0382 - logcount_predictions_loss: 0.7717 347/1876 [====>.........................] - ETA: 8:02 - loss: 384.8532 - 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[====>.........................] - ETA: 7:59 - loss: 384.8626 - logits_profile_predictions_loss: 371.0468 - logcount_predictions_loss: 0.7718 355/1876 [====>.........................] - ETA: 7:59 - loss: 384.8636 - logits_profile_predictions_loss: 371.0474 - logcount_predictions_loss: 0.7719 356/1876 [====>.........................] - ETA: 7:59 - loss: 384.8650 - logits_profile_predictions_loss: 371.0484 - logcount_predictions_loss: 0.7719 357/1876 [====>.........................] - ETA: 7:59 - loss: 384.8656 - logits_profile_predictions_loss: 371.0487 - logcount_predictions_loss: 0.7719 358/1876 [====>.........................] - ETA: 7:58 - loss: 384.8667 - logits_profile_predictions_loss: 371.0494 - logcount_predictions_loss: 0.7719 359/1876 [====>.........................] - ETA: 7:58 - loss: 384.8673 - logits_profile_predictions_loss: 371.0497 - logcount_predictions_loss: 0.7719 360/1876 [====>.........................] - ETA: 7:58 - loss: 384.8679 - logits_profile_predictions_loss: 371.0500 - logcount_predictions_loss: 0.7720 361/1876 [====>.........................] - ETA: 7:57 - loss: 384.8682 - logits_profile_predictions_loss: 371.0500 - logcount_predictions_loss: 0.7720 362/1876 [====>.........................] - ETA: 7:57 - loss: 384.8684 - logits_profile_predictions_loss: 371.0499 - logcount_predictions_loss: 0.7720 363/1876 [====>.........................] - ETA: 7:57 - loss: 384.8683 - logits_profile_predictions_loss: 371.0495 - logcount_predictions_loss: 0.7720 364/1876 [====>.........................] - ETA: 7:56 - loss: 384.8682 - logits_profile_predictions_loss: 371.0491 - logcount_predictions_loss: 0.7720 365/1876 [====>.........................] - ETA: 7:56 - loss: 384.8683 - logits_profile_predictions_loss: 371.0488 - logcount_predictions_loss: 0.7720 366/1876 [====>.........................] - ETA: 7:56 - loss: 384.8681 - logits_profile_predictions_loss: 371.0484 - logcount_predictions_loss: 0.7721 367/1876 [====>.........................] - ETA: 7:55 - loss: 384.8682 - logits_profile_predictions_loss: 371.0481 - logcount_predictions_loss: 0.7721 368/1876 [====>.........................] - ETA: 7:55 - loss: 384.8679 - logits_profile_predictions_loss: 371.0476 - logcount_predictions_loss: 0.7721 369/1876 [====>.........................] - ETA: 7:55 - loss: 384.8673 - logits_profile_predictions_loss: 371.0468 - logcount_predictions_loss: 0.7721 370/1876 [====>.........................] - ETA: 7:54 - loss: 384.8666 - logits_profile_predictions_loss: 371.0458 - logcount_predictions_loss: 0.7721 371/1876 [====>.........................] - ETA: 7:54 - loss: 384.8661 - logits_profile_predictions_loss: 371.0451 - logcount_predictions_loss: 0.7721 372/1876 [====>.........................] - ETA: 7:54 - loss: 384.8654 - logits_profile_predictions_loss: 371.0442 - logcount_predictions_loss: 0.7721 373/1876 [====>.........................] - ETA: 7:54 - loss: 384.8646 - 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[=====>........................] - ETA: 7:51 - loss: 384.8609 - logits_profile_predictions_loss: 371.0382 - logcount_predictions_loss: 0.7722 381/1876 [=====>........................] - ETA: 7:51 - loss: 384.8600 - logits_profile_predictions_loss: 371.0372 - logcount_predictions_loss: 0.7722 382/1876 [=====>........................] - ETA: 7:51 - loss: 384.8591 - logits_profile_predictions_loss: 371.0361 - logcount_predictions_loss: 0.7722 383/1876 [=====>........................] - ETA: 7:50 - loss: 384.8579 - logits_profile_predictions_loss: 371.0347 - logcount_predictions_loss: 0.7722 384/1876 [=====>........................] - ETA: 7:50 - loss: 384.8566 - logits_profile_predictions_loss: 371.0332 - logcount_predictions_loss: 0.7723 385/1876 [=====>........................] - ETA: 7:50 - loss: 384.8555 - logits_profile_predictions_loss: 371.0318 - logcount_predictions_loss: 0.7723 386/1876 [=====>........................] - ETA: 7:49 - loss: 384.8545 - logits_profile_predictions_loss: 371.0306 - logcount_predictions_loss: 0.7723 387/1876 [=====>........................] - ETA: 7:49 - loss: 384.8534 - logits_profile_predictions_loss: 371.0293 - logcount_predictions_loss: 0.7723 388/1876 [=====>........................] - ETA: 7:49 - loss: 384.8523 - logits_profile_predictions_loss: 371.0280 - logcount_predictions_loss: 0.7723 389/1876 [=====>........................] - ETA: 7:49 - loss: 384.8514 - logits_profile_predictions_loss: 371.0268 - logcount_predictions_loss: 0.7723 390/1876 [=====>........................] - ETA: 7:48 - loss: 384.8505 - logits_profile_predictions_loss: 371.0257 - logcount_predictions_loss: 0.7723 391/1876 [=====>........................] - ETA: 7:48 - loss: 384.8496 - logits_profile_predictions_loss: 371.0246 - logcount_predictions_loss: 0.7723 392/1876 [=====>........................] - ETA: 7:48 - loss: 384.8486 - logits_profile_predictions_loss: 371.0234 - logcount_predictions_loss: 0.7724 393/1876 [=====>........................] - ETA: 7:47 - loss: 384.8477 - logits_profile_predictions_loss: 371.0223 - logcount_predictions_loss: 0.7724 394/1876 [=====>........................] - ETA: 7:47 - loss: 384.8468 - logits_profile_predictions_loss: 371.0212 - logcount_predictions_loss: 0.7724 395/1876 [=====>........................] - ETA: 7:47 - loss: 384.8460 - logits_profile_predictions_loss: 371.0202 - logcount_predictions_loss: 0.7724 396/1876 [=====>........................] - ETA: 7:46 - loss: 384.8449 - logits_profile_predictions_loss: 371.0189 - logcount_predictions_loss: 0.7724 397/1876 [=====>........................] - ETA: 7:46 - loss: 384.8437 - logits_profile_predictions_loss: 371.0175 - logcount_predictions_loss: 0.7724 398/1876 [=====>........................] - ETA: 7:46 - loss: 384.8426 - logits_profile_predictions_loss: 371.0162 - logcount_predictions_loss: 0.7724 399/1876 [=====>........................] - ETA: 7:45 - loss: 384.8415 - logits_profile_predictions_loss: 371.0148 - logcount_predictions_loss: 0.7724 400/1876 [=====>........................] - ETA: 7:45 - loss: 384.8402 - logits_profile_predictions_loss: 371.0133 - logcount_predictions_loss: 0.7724 401/1876 [=====>........................] - ETA: 7:45 - loss: 384.8392 - logits_profile_predictions_loss: 371.0122 - logcount_predictions_loss: 0.7725 402/1876 [=====>........................] - ETA: 7:44 - loss: 384.8383 - logits_profile_predictions_loss: 371.0110 - logcount_predictions_loss: 0.7725 403/1876 [=====>........................] - ETA: 7:44 - loss: 384.8378 - logits_profile_predictions_loss: 371.0102 - logcount_predictions_loss: 0.7725 404/1876 [=====>........................] - ETA: 7:44 - loss: 384.8370 - logits_profile_predictions_loss: 371.0093 - logcount_predictions_loss: 0.7725 405/1876 [=====>........................] - ETA: 7:44 - loss: 384.8363 - logits_profile_predictions_loss: 371.0083 - logcount_predictions_loss: 0.7725 406/1876 [=====>........................] - ETA: 7:43 - loss: 384.8359 - logits_profile_predictions_loss: 371.0077 - logcount_predictions_loss: 0.7725 407/1876 [=====>........................] - ETA: 7:43 - loss: 384.8352 - logits_profile_predictions_loss: 371.0068 - logcount_predictions_loss: 0.7725 408/1876 [=====>........................] - ETA: 7:43 - loss: 384.8344 - logits_profile_predictions_loss: 371.0058 - logcount_predictions_loss: 0.7725 409/1876 [=====>........................] - ETA: 7:42 - loss: 384.8337 - logits_profile_predictions_loss: 371.0048 - logcount_predictions_loss: 0.7726 410/1876 [=====>........................] - ETA: 7:42 - loss: 384.8325 - logits_profile_predictions_loss: 371.0034 - logcount_predictions_loss: 0.7726 411/1876 [=====>........................] - ETA: 7:42 - loss: 384.8314 - logits_profile_predictions_loss: 371.0021 - logcount_predictions_loss: 0.7726 412/1876 [=====>........................] - ETA: 7:41 - loss: 384.8300 - 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[..............................] - ETA: 9:44 - loss: 377.8870 - logits_profile_predictions_loss: 364.6733 - logcount_predictions_loss: 0.7382 18/1876 [..............................] - ETA: 9:44 - loss: 377.7834 - logits_profile_predictions_loss: 364.5963 - logcount_predictions_loss: 0.7367 19/1876 [..............................] - ETA: 9:44 - loss: 377.9613 - logits_profile_predictions_loss: 364.7971 - logcount_predictions_loss: 0.7354 20/1876 [..............................] - ETA: 9:43 - loss: 378.1960 - logits_profile_predictions_loss: 365.0467 - logcount_predictions_loss: 0.7346 21/1876 [..............................] - ETA: 9:43 - loss: 378.3125 - logits_profile_predictions_loss: 365.1773 - logcount_predictions_loss: 0.7338 22/1876 [..............................] - ETA: 9:43 - loss: 378.3898 - logits_profile_predictions_loss: 365.2606 - logcount_predictions_loss: 0.7335 23/1876 [..............................] - ETA: 9:42 - loss: 378.4832 - logits_profile_predictions_loss: 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[..............................] - ETA: 9:34 - loss: 380.3047 - logits_profile_predictions_loss: 367.2086 - logcount_predictions_loss: 0.7316 51/1876 [..............................] - ETA: 9:34 - loss: 380.3754 - logits_profile_predictions_loss: 367.2817 - logcount_predictions_loss: 0.7315 52/1876 [..............................] - ETA: 9:34 - loss: 380.4440 - logits_profile_predictions_loss: 367.3515 - logcount_predictions_loss: 0.7314 53/1876 [..............................] - ETA: 9:34 - loss: 380.5017 - logits_profile_predictions_loss: 367.4112 - logcount_predictions_loss: 0.7313 54/1876 [..............................] - ETA: 9:33 - loss: 380.5510 - logits_profile_predictions_loss: 367.4618 - logcount_predictions_loss: 0.7312 55/1876 [..............................] - ETA: 9:33 - loss: 380.5818 - logits_profile_predictions_loss: 367.4941 - logcount_predictions_loss: 0.7312 56/1876 [..............................] - ETA: 9:33 - loss: 380.6249 - logits_profile_predictions_loss: 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[===>..........................] - ETA: 8:18 - loss: 381.3858 - logits_profile_predictions_loss: 367.9482 - logcount_predictions_loss: 0.7507 299/1876 [===>..........................] - ETA: 8:17 - loss: 381.3895 - logits_profile_predictions_loss: 367.9508 - logcount_predictions_loss: 0.7508 300/1876 [===>..........................] - ETA: 8:17 - loss: 381.3932 - logits_profile_predictions_loss: 367.9535 - logcount_predictions_loss: 0.7508 301/1876 [===>..........................] - ETA: 8:17 - loss: 381.3972 - logits_profile_predictions_loss: 367.9564 - logcount_predictions_loss: 0.7509 302/1876 [===>..........................] - ETA: 8:16 - loss: 381.4010 - logits_profile_predictions_loss: 367.9592 - logcount_predictions_loss: 0.7509 303/1876 [===>..........................] - ETA: 8:16 - loss: 381.4049 - logits_profile_predictions_loss: 367.9621 - logcount_predictions_loss: 0.7510 304/1876 [===>..........................] - ETA: 8:16 - loss: 381.4090 - logits_profile_predictions_loss: 367.9652 - logcount_predictions_loss: 0.7511 305/1876 [===>..........................] - ETA: 8:15 - loss: 381.4131 - logits_profile_predictions_loss: 367.9683 - logcount_predictions_loss: 0.7511 306/1876 [===>..........................] - ETA: 8:15 - loss: 381.4167 - logits_profile_predictions_loss: 367.9708 - logcount_predictions_loss: 0.7512 307/1876 [===>..........................] - ETA: 8:15 - loss: 381.4200 - logits_profile_predictions_loss: 367.9732 - logcount_predictions_loss: 0.7512 308/1876 [===>..........................] - ETA: 8:15 - loss: 381.4239 - logits_profile_predictions_loss: 367.9761 - logcount_predictions_loss: 0.7513 309/1876 [===>..........................] - ETA: 8:14 - loss: 381.4277 - logits_profile_predictions_loss: 367.9789 - logcount_predictions_loss: 0.7513 310/1876 [===>..........................] - ETA: 8:14 - loss: 381.4313 - logits_profile_predictions_loss: 367.9815 - logcount_predictions_loss: 0.7514 311/1876 [===>..........................] - ETA: 8:14 - loss: 381.4350 - logits_profile_predictions_loss: 367.9842 - logcount_predictions_loss: 0.7514 312/1876 [===>..........................] - ETA: 8:13 - loss: 381.4384 - logits_profile_predictions_loss: 367.9868 - logcount_predictions_loss: 0.7515 313/1876 [====>.........................] - ETA: 8:13 - loss: 381.4424 - logits_profile_predictions_loss: 367.9897 - logcount_predictions_loss: 0.7515 314/1876 [====>.........................] - ETA: 8:13 - loss: 381.4464 - logits_profile_predictions_loss: 367.9928 - logcount_predictions_loss: 0.7516 315/1876 [====>.........................] - ETA: 8:12 - loss: 381.4503 - logits_profile_predictions_loss: 367.9958 - logcount_predictions_loss: 0.7517 316/1876 [====>.........................] - ETA: 8:12 - loss: 381.4541 - logits_profile_predictions_loss: 367.9986 - logcount_predictions_loss: 0.7517 317/1876 [====>.........................] - ETA: 8:12 - loss: 381.4576 - logits_profile_predictions_loss: 368.0012 - logcount_predictions_loss: 0.7518 318/1876 [====>.........................] - ETA: 8:11 - loss: 381.4613 - logits_profile_predictions_loss: 368.0040 - logcount_predictions_loss: 0.7518 319/1876 [====>.........................] - ETA: 8:11 - loss: 381.4648 - logits_profile_predictions_loss: 368.0065 - logcount_predictions_loss: 0.7519 320/1876 [====>.........................] - ETA: 8:11 - loss: 381.4681 - logits_profile_predictions_loss: 368.0090 - logcount_predictions_loss: 0.7519 321/1876 [====>.........................] - ETA: 8:10 - loss: 381.4711 - logits_profile_predictions_loss: 368.0111 - logcount_predictions_loss: 0.7520 322/1876 [====>.........................] - ETA: 8:10 - loss: 381.4740 - logits_profile_predictions_loss: 368.0131 - logcount_predictions_loss: 0.7520 323/1876 [====>.........................] - ETA: 8:10 - loss: 381.4764 - logits_profile_predictions_loss: 368.0147 - logcount_predictions_loss: 0.7521 324/1876 [====>.........................] - ETA: 8:10 - loss: 381.4787 - logits_profile_predictions_loss: 368.0161 - logcount_predictions_loss: 0.7521 325/1876 [====>.........................] - ETA: 8:09 - loss: 381.4806 - logits_profile_predictions_loss: 368.0171 - logcount_predictions_loss: 0.7521 326/1876 [====>.........................] - ETA: 8:09 - loss: 381.4828 - logits_profile_predictions_loss: 368.0184 - logcount_predictions_loss: 0.7522 327/1876 [====>.........................] - ETA: 8:09 - loss: 381.4848 - logits_profile_predictions_loss: 368.0196 - logcount_predictions_loss: 0.7522 328/1876 [====>.........................] - ETA: 8:08 - loss: 381.4867 - logits_profile_predictions_loss: 368.0206 - logcount_predictions_loss: 0.7523 329/1876 [====>.........................] - ETA: 8:08 - loss: 381.4883 - logits_profile_predictions_loss: 368.0214 - logcount_predictions_loss: 0.7523 330/1876 [====>.........................] - ETA: 8:08 - loss: 381.4900 - logits_profile_predictions_loss: 368.0223 - logcount_predictions_loss: 0.7524 331/1876 [====>.........................] - ETA: 8:07 - loss: 381.4914 - logits_profile_predictions_loss: 368.0229 - logcount_predictions_loss: 0.7524 332/1876 [====>.........................] - ETA: 8:07 - loss: 381.4923 - logits_profile_predictions_loss: 368.0229 - logcount_predictions_loss: 0.7525 333/1876 [====>.........................] - ETA: 8:07 - loss: 381.4934 - logits_profile_predictions_loss: 368.0232 - logcount_predictions_loss: 0.7525 334/1876 [====>.........................] - ETA: 8:06 - loss: 381.4946 - logits_profile_predictions_loss: 368.0236 - logcount_predictions_loss: 0.7526 335/1876 [====>.........................] - ETA: 8:06 - loss: 381.4957 - logits_profile_predictions_loss: 368.0240 - logcount_predictions_loss: 0.7526 336/1876 [====>.........................] - ETA: 8:06 - loss: 381.4969 - logits_profile_predictions_loss: 368.0244 - logcount_predictions_loss: 0.7527 337/1876 [====>.........................] - ETA: 8:06 - loss: 381.4980 - logits_profile_predictions_loss: 368.0247 - logcount_predictions_loss: 0.7527 338/1876 [====>.........................] - ETA: 8:05 - loss: 381.4989 - logits_profile_predictions_loss: 368.0249 - logcount_predictions_loss: 0.7527 339/1876 [====>.........................] - ETA: 8:05 - loss: 381.5001 - logits_profile_predictions_loss: 368.0254 - logcount_predictions_loss: 0.7528 340/1876 [====>.........................] - ETA: 8:05 - loss: 381.5014 - logits_profile_predictions_loss: 368.0259 - logcount_predictions_loss: 0.7528 341/1876 [====>.........................] - ETA: 8:04 - loss: 381.5027 - logits_profile_predictions_loss: 368.0266 - logcount_predictions_loss: 0.7529 342/1876 [====>.........................] - ETA: 8:04 - loss: 381.5043 - logits_profile_predictions_loss: 368.0274 - logcount_predictions_loss: 0.7529 343/1876 [====>.........................] - ETA: 8:04 - loss: 381.5061 - logits_profile_predictions_loss: 368.0286 - logcount_predictions_loss: 0.7529 344/1876 [====>.........................] - ETA: 8:03 - loss: 381.5078 - logits_profile_predictions_loss: 368.0296 - logcount_predictions_loss: 0.7530 345/1876 [====>.........................] - ETA: 8:03 - loss: 381.5095 - logits_profile_predictions_loss: 368.0306 - logcount_predictions_loss: 0.7530 346/1876 [====>.........................] - ETA: 8:03 - loss: 381.5110 - logits_profile_predictions_loss: 368.0313 - logcount_predictions_loss: 0.7531 347/1876 [====>.........................] - ETA: 8:02 - loss: 381.5123 - logits_profile_predictions_loss: 368.0320 - logcount_predictions_loss: 0.7531 348/1876 [====>.........................] - ETA: 8:02 - loss: 381.5139 - logits_profile_predictions_loss: 368.0329 - logcount_predictions_loss: 0.7531 349/1876 [====>.........................] - ETA: 8:02 - loss: 381.5156 - logits_profile_predictions_loss: 368.0340 - logcount_predictions_loss: 0.7532 350/1876 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447.2095 - val_logits_profile_predictions_loss: 432.8569 - val_logcount_predictions_loss: 0.8018 + +Epoch 00008: val_loss did not improve from 446.55768 +Epoch 9/50 + 1/1876 [..............................] - ETA: 9:59 - loss: 360.8942 - logits_profile_predictions_loss: 349.0773 - logcount_predictions_loss: 0.6602 2/1876 [..............................] - ETA: 9:43 - loss: 357.4523 - logits_profile_predictions_loss: 345.0543 - logcount_predictions_loss: 0.6926 3/1876 [..............................] - ETA: 9:44 - loss: 359.8499 - logits_profile_predictions_loss: 347.2317 - logcount_predictions_loss: 0.7049 4/1876 [..............................] - ETA: 9:45 - loss: 359.4953 - logits_profile_predictions_loss: 346.6102 - logcount_predictions_loss: 0.7198 5/1876 [..............................] - ETA: 9:45 - loss: 359.7086 - logits_profile_predictions_loss: 346.7409 - logcount_predictions_loss: 0.7245 6/1876 [..............................] - ETA: 9:44 - loss: 359.9614 - 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[..............................] - ETA: 9:43 - loss: 365.1535 - logits_profile_predictions_loss: 350.7554 - logcount_predictions_loss: 0.8044 14/1876 [..............................] - ETA: 9:43 - loss: 365.8559 - logits_profile_predictions_loss: 351.3958 - logcount_predictions_loss: 0.8078 15/1876 [..............................] - ETA: 9:43 - loss: 366.9797 - logits_profile_predictions_loss: 352.4809 - logcount_predictions_loss: 0.8100 16/1876 [..............................] - ETA: 9:43 - loss: 368.0968 - logits_profile_predictions_loss: 353.5587 - logcount_predictions_loss: 0.8122 17/1876 [..............................] - ETA: 9:42 - loss: 369.1711 - logits_profile_predictions_loss: 354.5929 - logcount_predictions_loss: 0.8144 18/1876 [..............................] - ETA: 9:42 - loss: 370.1901 - logits_profile_predictions_loss: 355.5739 - logcount_predictions_loss: 0.8165 19/1876 [..............................] - ETA: 9:42 - loss: 371.0146 - logits_profile_predictions_loss: 356.3816 - logcount_predictions_loss: 0.8175 20/1876 [..............................] - ETA: 9:42 - loss: 371.5492 - logits_profile_predictions_loss: 356.8982 - logcount_predictions_loss: 0.8185 21/1876 [..............................] - ETA: 9:41 - loss: 371.8807 - logits_profile_predictions_loss: 357.2185 - logcount_predictions_loss: 0.8191 22/1876 [..............................] - ETA: 9:41 - loss: 372.2665 - logits_profile_predictions_loss: 357.5794 - logcount_predictions_loss: 0.8205 23/1876 [..............................] - ETA: 9:41 - loss: 372.6494 - logits_profile_predictions_loss: 357.9400 - logcount_predictions_loss: 0.8218 24/1876 [..............................] - ETA: 9:41 - loss: 373.0548 - logits_profile_predictions_loss: 358.3259 - logcount_predictions_loss: 0.8228 25/1876 [..............................] - ETA: 9:40 - loss: 373.4130 - logits_profile_predictions_loss: 358.6703 - logcount_predictions_loss: 0.8236 26/1876 [..............................] - ETA: 9:40 - loss: 373.8104 - logits_profile_predictions_loss: 359.0530 - logcount_predictions_loss: 0.8244 27/1876 [..............................] - ETA: 9:40 - loss: 374.1719 - logits_profile_predictions_loss: 359.4011 - logcount_predictions_loss: 0.8252 28/1876 [..............................] - ETA: 9:40 - loss: 374.5224 - logits_profile_predictions_loss: 359.7414 - logcount_predictions_loss: 0.8258 29/1876 [..............................] - ETA: 9:39 - loss: 374.8903 - logits_profile_predictions_loss: 360.0974 - logcount_predictions_loss: 0.8264 30/1876 [..............................] - ETA: 9:39 - loss: 375.2496 - logits_profile_predictions_loss: 360.4425 - logcount_predictions_loss: 0.8272 31/1876 [..............................] - ETA: 9:39 - loss: 375.6321 - logits_profile_predictions_loss: 360.8133 - logcount_predictions_loss: 0.8279 32/1876 [..............................] - ETA: 9:39 - loss: 375.9549 - logits_profile_predictions_loss: 361.1236 - logcount_predictions_loss: 0.8286 33/1876 [..............................] - ETA: 9:38 - loss: 376.2795 - logits_profile_predictions_loss: 361.4407 - logcount_predictions_loss: 0.8290 34/1876 [..............................] - ETA: 9:38 - loss: 376.5793 - logits_profile_predictions_loss: 361.7358 - logcount_predictions_loss: 0.8292 35/1876 [..............................] - ETA: 9:38 - loss: 376.8153 - logits_profile_predictions_loss: 361.9602 - logcount_predictions_loss: 0.8299 36/1876 [..............................] - ETA: 9:37 - loss: 377.0276 - logits_profile_predictions_loss: 362.1580 - logcount_predictions_loss: 0.8307 37/1876 [..............................] - ETA: 9:37 - loss: 377.1954 - logits_profile_predictions_loss: 362.3173 - logcount_predictions_loss: 0.8312 38/1876 [..............................] - ETA: 9:37 - loss: 377.3778 - logits_profile_predictions_loss: 362.4906 - logcount_predictions_loss: 0.8317 39/1876 [..............................] - ETA: 9:37 - loss: 377.5803 - logits_profile_predictions_loss: 362.6867 - logcount_predictions_loss: 0.8320 40/1876 [..............................] - ETA: 9:36 - loss: 377.7825 - logits_profile_predictions_loss: 362.8830 - logcount_predictions_loss: 0.8324 41/1876 [..............................] - ETA: 9:36 - loss: 377.9669 - logits_profile_predictions_loss: 363.0610 - logcount_predictions_loss: 0.8327 42/1876 [..............................] - ETA: 9:36 - loss: 378.1342 - logits_profile_predictions_loss: 363.2261 - logcount_predictions_loss: 0.8329 43/1876 [..............................] - ETA: 9:35 - loss: 378.3026 - logits_profile_predictions_loss: 363.3943 - logcount_predictions_loss: 0.8329 44/1876 [..............................] - ETA: 9:35 - loss: 378.5160 - logits_profile_predictions_loss: 363.6086 - logcount_predictions_loss: 0.8328 45/1876 [..............................] - ETA: 9:35 - loss: 378.7071 - logits_profile_predictions_loss: 363.8020 - logcount_predictions_loss: 0.8327 46/1876 [..............................] - ETA: 9:35 - loss: 378.8858 - logits_profile_predictions_loss: 363.9842 - logcount_predictions_loss: 0.8325 47/1876 [..............................] - ETA: 9:34 - loss: 379.0452 - logits_profile_predictions_loss: 364.1483 - logcount_predictions_loss: 0.8322 48/1876 [..............................] - ETA: 9:34 - loss: 379.1752 - logits_profile_predictions_loss: 364.2828 - logcount_predictions_loss: 0.8320 49/1876 [..............................] - ETA: 9:34 - loss: 379.2816 - logits_profile_predictions_loss: 364.3961 - logcount_predictions_loss: 0.8316 50/1876 [..............................] - ETA: 9:33 - loss: 379.3752 - logits_profile_predictions_loss: 364.4979 - logcount_predictions_loss: 0.8311 51/1876 [..............................] - ETA: 9:33 - loss: 379.4646 - logits_profile_predictions_loss: 364.5972 - logcount_predictions_loss: 0.8306 52/1876 [..............................] - ETA: 9:33 - loss: 379.5710 - logits_profile_predictions_loss: 364.7150 - logcount_predictions_loss: 0.8299 53/1876 [..............................] - ETA: 9:32 - loss: 379.6812 - logits_profile_predictions_loss: 364.8356 - logcount_predictions_loss: 0.8294 54/1876 [..............................] - ETA: 9:32 - loss: 379.7816 - logits_profile_predictions_loss: 364.9477 - logcount_predictions_loss: 0.8287 55/1876 [..............................] - ETA: 9:32 - loss: 379.8731 - logits_profile_predictions_loss: 365.0515 - logcount_predictions_loss: 0.8280 56/1876 [..............................] - ETA: 9:32 - loss: 379.9622 - logits_profile_predictions_loss: 365.1532 - logcount_predictions_loss: 0.8273 57/1876 [..............................] - ETA: 9:31 - loss: 380.0411 - logits_profile_predictions_loss: 365.2421 - logcount_predictions_loss: 0.8268 58/1876 [..............................] - ETA: 9:31 - loss: 380.1240 - logits_profile_predictions_loss: 365.3346 - logcount_predictions_loss: 0.8262 59/1876 [..............................] - ETA: 9:31 - loss: 380.2001 - logits_profile_predictions_loss: 365.4212 - logcount_predictions_loss: 0.8256 60/1876 [..............................] - ETA: 9:30 - loss: 380.2700 - logits_profile_predictions_loss: 365.5013 - logcount_predictions_loss: 0.8251 61/1876 [..............................] - ETA: 9:30 - loss: 380.3352 - logits_profile_predictions_loss: 365.5765 - logcount_predictions_loss: 0.8245 62/1876 [..............................] - ETA: 9:30 - loss: 380.3957 - logits_profile_predictions_loss: 365.6473 - logcount_predictions_loss: 0.8239 63/1876 [>.............................] - ETA: 9:29 - loss: 380.4587 - logits_profile_predictions_loss: 365.7205 - logcount_predictions_loss: 0.8234 64/1876 [>.............................] - ETA: 9:29 - loss: 380.5212 - logits_profile_predictions_loss: 365.7932 - logcount_predictions_loss: 0.8228 65/1876 [>.............................] - ETA: 9:29 - loss: 380.5856 - logits_profile_predictions_loss: 365.8677 - logcount_predictions_loss: 0.8222 66/1876 [>.............................] - ETA: 9:29 - loss: 380.6423 - logits_profile_predictions_loss: 365.9340 - logcount_predictions_loss: 0.8217 67/1876 [>.............................] - ETA: 9:28 - loss: 380.6830 - logits_profile_predictions_loss: 365.9845 - logcount_predictions_loss: 0.8211 68/1876 [>.............................] - ETA: 9:28 - loss: 380.7247 - logits_profile_predictions_loss: 366.0358 - logcount_predictions_loss: 0.8206 69/1876 [>.............................] - ETA: 9:28 - loss: 380.7686 - logits_profile_predictions_loss: 366.0894 - logcount_predictions_loss: 0.8201 70/1876 [>.............................] - ETA: 9:27 - loss: 380.8149 - logits_profile_predictions_loss: 366.1450 - logcount_predictions_loss: 0.8196 71/1876 [>.............................] - ETA: 9:27 - loss: 380.8459 - logits_profile_predictions_loss: 366.1847 - logcount_predictions_loss: 0.8191 72/1876 [>.............................] - ETA: 9:27 - loss: 380.8801 - logits_profile_predictions_loss: 366.2278 - logcount_predictions_loss: 0.8186 73/1876 [>.............................] - ETA: 9:26 - loss: 380.9241 - logits_profile_predictions_loss: 366.2809 - logcount_predictions_loss: 0.8181 74/1876 [>.............................] - ETA: 9:26 - loss: 380.9679 - logits_profile_predictions_loss: 366.3340 - logcount_predictions_loss: 0.8175 75/1876 [>.............................] - ETA: 9:26 - loss: 381.0073 - logits_profile_predictions_loss: 366.3833 - logcount_predictions_loss: 0.8170 76/1876 [>.............................] - ETA: 9:26 - loss: 381.0417 - logits_profile_predictions_loss: 366.4278 - logcount_predictions_loss: 0.8164 77/1876 [>.............................] - ETA: 9:25 - loss: 381.0654 - logits_profile_predictions_loss: 366.4608 - logcount_predictions_loss: 0.8159 78/1876 [>.............................] - ETA: 9:25 - loss: 381.0877 - logits_profile_predictions_loss: 366.4924 - logcount_predictions_loss: 0.8154 79/1876 [>.............................] - ETA: 9:25 - loss: 381.1031 - logits_profile_predictions_loss: 366.5172 - logcount_predictions_loss: 0.8149 80/1876 [>.............................] - ETA: 9:24 - loss: 381.1171 - logits_profile_predictions_loss: 366.5405 - logcount_predictions_loss: 0.8143 81/1876 [>.............................] - ETA: 9:24 - loss: 381.1179 - logits_profile_predictions_loss: 366.5506 - logcount_predictions_loss: 0.8138 82/1876 [>.............................] - ETA: 9:24 - loss: 381.1152 - logits_profile_predictions_loss: 366.5571 - logcount_predictions_loss: 0.8133 83/1876 [>.............................] - ETA: 9:23 - loss: 381.1129 - logits_profile_predictions_loss: 366.5636 - logcount_predictions_loss: 0.8128 84/1876 [>.............................] - ETA: 9:23 - loss: 381.1126 - logits_profile_predictions_loss: 366.5716 - logcount_predictions_loss: 0.8123 85/1876 [>.............................] - ETA: 9:23 - loss: 381.1179 - logits_profile_predictions_loss: 366.5849 - logcount_predictions_loss: 0.8119 86/1876 [>.............................] - ETA: 9:23 - loss: 381.1075 - logits_profile_predictions_loss: 366.5805 - logcount_predictions_loss: 0.8116 87/1876 [>.............................] - ETA: 9:22 - loss: 381.1009 - logits_profile_predictions_loss: 366.5804 - logcount_predictions_loss: 0.8112 88/1876 [>.............................] - ETA: 9:22 - loss: 381.0901 - logits_profile_predictions_loss: 366.5763 - logcount_predictions_loss: 0.8108 89/1876 [>.............................] - ETA: 9:22 - loss: 381.0769 - logits_profile_predictions_loss: 366.5692 - logcount_predictions_loss: 0.8105 90/1876 [>.............................] - ETA: 9:21 - loss: 381.0620 - logits_profile_predictions_loss: 366.5604 - logcount_predictions_loss: 0.8101 91/1876 [>.............................] - ETA: 9:21 - loss: 381.0404 - logits_profile_predictions_loss: 366.5447 - logcount_predictions_loss: 0.8098 92/1876 [>.............................] - ETA: 9:21 - loss: 381.0232 - logits_profile_predictions_loss: 366.5335 - logcount_predictions_loss: 0.8095 93/1876 [>.............................] - ETA: 9:20 - loss: 381.0044 - logits_profile_predictions_loss: 366.5208 - logcount_predictions_loss: 0.8091 94/1876 [>.............................] - ETA: 9:20 - loss: 380.9869 - logits_profile_predictions_loss: 366.5095 - logcount_predictions_loss: 0.8088 95/1876 [>.............................] - ETA: 9:20 - loss: 380.9736 - logits_profile_predictions_loss: 366.5027 - logcount_predictions_loss: 0.8084 96/1876 [>.............................] - ETA: 9:20 - loss: 380.9599 - logits_profile_predictions_loss: 366.4953 - logcount_predictions_loss: 0.8081 97/1876 [>.............................] - ETA: 9:19 - loss: 380.9424 - logits_profile_predictions_loss: 366.4840 - logcount_predictions_loss: 0.8077 98/1876 [>.............................] - ETA: 9:19 - loss: 380.9220 - logits_profile_predictions_loss: 366.4702 - logcount_predictions_loss: 0.8074 99/1876 [>.............................] - ETA: 9:19 - loss: 380.9006 - logits_profile_predictions_loss: 366.4557 - logcount_predictions_loss: 0.8070 100/1876 [>.............................] - ETA: 9:18 - loss: 380.8763 - logits_profile_predictions_loss: 366.4382 - logcount_predictions_loss: 0.8066 101/1876 [>.............................] - ETA: 9:18 - loss: 380.8503 - logits_profile_predictions_loss: 366.4192 - logcount_predictions_loss: 0.8062 102/1876 [>.............................] - ETA: 9:18 - loss: 380.8293 - logits_profile_predictions_loss: 366.4050 - logcount_predictions_loss: 0.8058 103/1876 [>.............................] - ETA: 9:18 - loss: 380.8052 - logits_profile_predictions_loss: 366.3877 - logcount_predictions_loss: 0.8054 104/1876 [>.............................] - ETA: 9:17 - loss: 380.7848 - logits_profile_predictions_loss: 366.3746 - logcount_predictions_loss: 0.8050 105/1876 [>.............................] - ETA: 9:17 - loss: 380.7688 - logits_profile_predictions_loss: 366.3663 - logcount_predictions_loss: 0.8046 106/1876 [>.............................] - ETA: 9:17 - loss: 380.7530 - logits_profile_predictions_loss: 366.3579 - logcount_predictions_loss: 0.8042 107/1876 [>.............................] - ETA: 9:16 - loss: 380.7364 - logits_profile_predictions_loss: 366.3485 - logcount_predictions_loss: 0.8038 108/1876 [>.............................] - ETA: 9:16 - loss: 380.7188 - logits_profile_predictions_loss: 366.3377 - logcount_predictions_loss: 0.8034 109/1876 [>.............................] - ETA: 9:16 - loss: 380.6999 - logits_profile_predictions_loss: 366.3255 - logcount_predictions_loss: 0.8030 110/1876 [>.............................] - ETA: 9:15 - loss: 380.6820 - logits_profile_predictions_loss: 366.3140 - logcount_predictions_loss: 0.8027 111/1876 [>.............................] - ETA: 9:15 - loss: 380.6656 - logits_profile_predictions_loss: 366.3039 - logcount_predictions_loss: 0.8023 112/1876 [>.............................] - ETA: 9:15 - loss: 380.6485 - logits_profile_predictions_loss: 366.2929 - logcount_predictions_loss: 0.8020 113/1876 [>.............................] - ETA: 9:14 - loss: 380.6309 - logits_profile_predictions_loss: 366.2811 - logcount_predictions_loss: 0.8017 114/1876 [>.............................] - ETA: 9:14 - loss: 380.6159 - logits_profile_predictions_loss: 366.2719 - logcount_predictions_loss: 0.8013 115/1876 [>.............................] - ETA: 9:14 - loss: 380.6034 - logits_profile_predictions_loss: 366.2648 - logcount_predictions_loss: 0.8010 116/1876 [>.............................] - ETA: 9:14 - loss: 380.5903 - logits_profile_predictions_loss: 366.2569 - logcount_predictions_loss: 0.8007 117/1876 [>.............................] - ETA: 9:13 - loss: 380.5800 - logits_profile_predictions_loss: 366.2518 - logcount_predictions_loss: 0.8005 118/1876 [>.............................] - ETA: 9:13 - loss: 380.5692 - logits_profile_predictions_loss: 366.2463 - logcount_predictions_loss: 0.8002 119/1876 [>.............................] - ETA: 9:13 - loss: 380.5581 - logits_profile_predictions_loss: 366.2400 - logcount_predictions_loss: 0.7999 120/1876 [>.............................] - ETA: 9:12 - loss: 380.5465 - logits_profile_predictions_loss: 366.2332 - logcount_predictions_loss: 0.7996 121/1876 [>.............................] - ETA: 9:12 - loss: 380.5329 - logits_profile_predictions_loss: 366.2242 - logcount_predictions_loss: 0.7994 122/1876 [>.............................] - ETA: 9:12 - loss: 380.5180 - logits_profile_predictions_loss: 366.2140 - logcount_predictions_loss: 0.7991 123/1876 [>.............................] - ETA: 9:11 - loss: 380.5015 - logits_profile_predictions_loss: 366.2019 - logcount_predictions_loss: 0.7989 124/1876 [>.............................] - ETA: 9:11 - loss: 380.4843 - logits_profile_predictions_loss: 366.1890 - logcount_predictions_loss: 0.7986 125/1876 [>.............................] - ETA: 9:11 - loss: 380.4670 - logits_profile_predictions_loss: 366.1762 - logcount_predictions_loss: 0.7984 126/1876 [=>............................] - ETA: 9:10 - loss: 380.4518 - logits_profile_predictions_loss: 366.1656 - logcount_predictions_loss: 0.7981 127/1876 [=>............................] - ETA: 9:10 - loss: 380.4424 - logits_profile_predictions_loss: 366.1609 - logcount_predictions_loss: 0.7978 128/1876 [=>............................] - ETA: 9:10 - loss: 380.4326 - logits_profile_predictions_loss: 366.1555 - logcount_predictions_loss: 0.7976 129/1876 [=>............................] - ETA: 9:10 - loss: 380.4240 - logits_profile_predictions_loss: 366.1515 - logcount_predictions_loss: 0.7973 130/1876 [=>............................] - ETA: 9:09 - loss: 380.4134 - logits_profile_predictions_loss: 366.1454 - logcount_predictions_loss: 0.7971 131/1876 [=>............................] - ETA: 9:09 - loss: 380.4054 - logits_profile_predictions_loss: 366.1419 - logcount_predictions_loss: 0.7968 132/1876 [=>............................] - ETA: 9:09 - loss: 380.3952 - logits_profile_predictions_loss: 366.1361 - logcount_predictions_loss: 0.7966 133/1876 [=>............................] - ETA: 9:08 - loss: 380.3844 - logits_profile_predictions_loss: 366.1297 - logcount_predictions_loss: 0.7964 134/1876 [=>............................] - ETA: 9:08 - loss: 380.3749 - logits_profile_predictions_loss: 366.1247 - logcount_predictions_loss: 0.7961 135/1876 [=>............................] - ETA: 9:08 - loss: 380.3653 - logits_profile_predictions_loss: 366.1192 - logcount_predictions_loss: 0.7959 136/1876 [=>............................] - ETA: 9:07 - loss: 380.3575 - logits_profile_predictions_loss: 366.1151 - logcount_predictions_loss: 0.7957 137/1876 [=>............................] - ETA: 9:07 - loss: 380.3491 - logits_profile_predictions_loss: 366.1105 - logcount_predictions_loss: 0.7955 138/1876 [=>............................] - ETA: 9:07 - loss: 380.3418 - logits_profile_predictions_loss: 366.1069 - logcount_predictions_loss: 0.7952 139/1876 [=>............................] - ETA: 9:06 - loss: 380.3326 - logits_profile_predictions_loss: 366.1013 - logcount_predictions_loss: 0.7950 140/1876 [=>............................] - ETA: 9:06 - loss: 380.3220 - logits_profile_predictions_loss: 366.0944 - logcount_predictions_loss: 0.7948 141/1876 [=>............................] - ETA: 9:06 - loss: 380.3123 - logits_profile_predictions_loss: 366.0880 - logcount_predictions_loss: 0.7946 142/1876 [=>............................] - ETA: 9:06 - loss: 380.3054 - logits_profile_predictions_loss: 366.0845 - logcount_predictions_loss: 0.7945 143/1876 [=>............................] - ETA: 9:05 - loss: 380.2993 - logits_profile_predictions_loss: 366.0814 - logcount_predictions_loss: 0.7943 144/1876 [=>............................] - ETA: 9:05 - loss: 380.2943 - logits_profile_predictions_loss: 366.0792 - logcount_predictions_loss: 0.7941 145/1876 [=>............................] - ETA: 9:05 - loss: 380.2893 - logits_profile_predictions_loss: 366.0770 - logcount_predictions_loss: 0.7940 146/1876 [=>............................] - ETA: 9:04 - loss: 380.2834 - logits_profile_predictions_loss: 366.0738 - logcount_predictions_loss: 0.7938 147/1876 [=>............................] - ETA: 9:04 - loss: 380.2761 - logits_profile_predictions_loss: 366.0691 - logcount_predictions_loss: 0.7937 148/1876 [=>............................] - ETA: 9:04 - loss: 380.2672 - logits_profile_predictions_loss: 366.0628 - logcount_predictions_loss: 0.7935 149/1876 [=>............................] - ETA: 9:03 - loss: 380.2587 - logits_profile_predictions_loss: 366.0569 - logcount_predictions_loss: 0.7934 150/1876 [=>............................] - ETA: 9:03 - loss: 380.2478 - logits_profile_predictions_loss: 366.0485 - logcount_predictions_loss: 0.7933 151/1876 [=>............................] - ETA: 9:03 - loss: 380.2338 - logits_profile_predictions_loss: 366.0368 - logcount_predictions_loss: 0.7931 152/1876 [=>............................] - ETA: 9:02 - loss: 380.2176 - logits_profile_predictions_loss: 366.0231 - logcount_predictions_loss: 0.7930 153/1876 [=>............................] - ETA: 9:02 - loss: 380.2018 - logits_profile_predictions_loss: 366.0095 - logcount_predictions_loss: 0.7929 154/1876 [=>............................] - ETA: 9:02 - loss: 380.1886 - logits_profile_predictions_loss: 365.9985 - logcount_predictions_loss: 0.7927 155/1876 [=>............................] - ETA: 9:02 - loss: 380.1762 - logits_profile_predictions_loss: 365.9881 - logcount_predictions_loss: 0.7926 156/1876 [=>............................] - ETA: 9:01 - loss: 380.1654 - logits_profile_predictions_loss: 365.9796 - logcount_predictions_loss: 0.7925 157/1876 [=>............................] - ETA: 9:01 - loss: 380.1539 - 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[==>...........................] - ETA: 8:39 - loss: 379.6011 - logits_profile_predictions_loss: 365.5123 - logcount_predictions_loss: 0.7871 230/1876 [==>...........................] - ETA: 8:39 - loss: 379.5981 - logits_profile_predictions_loss: 365.5106 - logcount_predictions_loss: 0.7870 231/1876 [==>...........................] - ETA: 8:38 - loss: 379.5945 - logits_profile_predictions_loss: 365.5083 - logcount_predictions_loss: 0.7869 232/1876 [==>...........................] - ETA: 8:38 - loss: 379.5907 - logits_profile_predictions_loss: 365.5057 - logcount_predictions_loss: 0.7869 233/1876 [==>...........................] - ETA: 8:38 - loss: 379.5869 - logits_profile_predictions_loss: 365.5032 - logcount_predictions_loss: 0.7868 234/1876 [==>...........................] - ETA: 8:37 - loss: 379.5832 - logits_profile_predictions_loss: 365.5008 - logcount_predictions_loss: 0.7867 235/1876 [==>...........................] - ETA: 8:37 - loss: 379.5802 - 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[==>...........................] - ETA: 8:35 - loss: 379.5533 - logits_profile_predictions_loss: 365.4817 - logcount_predictions_loss: 0.7861 243/1876 [==>...........................] - ETA: 8:35 - loss: 379.5495 - logits_profile_predictions_loss: 365.4791 - logcount_predictions_loss: 0.7861 244/1876 [==>...........................] - ETA: 8:34 - loss: 379.5458 - logits_profile_predictions_loss: 365.4767 - logcount_predictions_loss: 0.7860 245/1876 [==>...........................] - ETA: 8:34 - loss: 379.5419 - logits_profile_predictions_loss: 365.4741 - logcount_predictions_loss: 0.7859 246/1876 [==>...........................] - ETA: 8:34 - loss: 379.5376 - logits_profile_predictions_loss: 365.4711 - logcount_predictions_loss: 0.7858 247/1876 [==>...........................] - ETA: 8:33 - loss: 379.5334 - logits_profile_predictions_loss: 365.4682 - logcount_predictions_loss: 0.7858 248/1876 [==>...........................] - ETA: 8:33 - loss: 379.5282 - 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[===>..........................] - ETA: 8:31 - loss: 379.5015 - logits_profile_predictions_loss: 365.4461 - logcount_predictions_loss: 0.7852 256/1876 [===>..........................] - ETA: 8:30 - loss: 379.4982 - logits_profile_predictions_loss: 365.4441 - logcount_predictions_loss: 0.7851 257/1876 [===>..........................] - ETA: 8:30 - loss: 379.4950 - logits_profile_predictions_loss: 365.4422 - logcount_predictions_loss: 0.7851 258/1876 [===>..........................] - ETA: 8:30 - loss: 379.4919 - logits_profile_predictions_loss: 365.4405 - logcount_predictions_loss: 0.7850 259/1876 [===>..........................] - ETA: 8:30 - loss: 379.4891 - logits_profile_predictions_loss: 365.4390 - logcount_predictions_loss: 0.7849 260/1876 [===>..........................] - ETA: 8:29 - loss: 379.4871 - logits_profile_predictions_loss: 365.4384 - logcount_predictions_loss: 0.7848 261/1876 [===>..........................] - ETA: 8:29 - loss: 379.4848 - logits_profile_predictions_loss: 365.4375 - logcount_predictions_loss: 0.7848 262/1876 [===>..........................] - ETA: 8:29 - loss: 379.4821 - logits_profile_predictions_loss: 365.4362 - logcount_predictions_loss: 0.7847 263/1876 [===>..........................] - ETA: 8:28 - loss: 379.4804 - logits_profile_predictions_loss: 365.4360 - logcount_predictions_loss: 0.7846 264/1876 [===>..........................] - ETA: 8:28 - loss: 379.4786 - logits_profile_predictions_loss: 365.4356 - logcount_predictions_loss: 0.7845 265/1876 [===>..........................] - ETA: 8:28 - loss: 379.4771 - logits_profile_predictions_loss: 365.4356 - logcount_predictions_loss: 0.7844 266/1876 [===>..........................] - ETA: 8:27 - loss: 379.4752 - logits_profile_predictions_loss: 365.4351 - logcount_predictions_loss: 0.7844 267/1876 [===>..........................] - ETA: 8:27 - loss: 379.4738 - logits_profile_predictions_loss: 365.4352 - logcount_predictions_loss: 0.7843 268/1876 [===>..........................] - ETA: 8:27 - loss: 379.4729 - logits_profile_predictions_loss: 365.4358 - logcount_predictions_loss: 0.7842 269/1876 [===>..........................] - ETA: 8:26 - loss: 379.4721 - logits_profile_predictions_loss: 365.4365 - logcount_predictions_loss: 0.7841 270/1876 [===>..........................] - ETA: 8:26 - loss: 379.4713 - logits_profile_predictions_loss: 365.4371 - logcount_predictions_loss: 0.7840 271/1876 [===>..........................] - ETA: 8:26 - loss: 379.4705 - logits_profile_predictions_loss: 365.4377 - logcount_predictions_loss: 0.7840 272/1876 [===>..........................] - ETA: 8:26 - loss: 379.4695 - logits_profile_predictions_loss: 365.4382 - logcount_predictions_loss: 0.7839 273/1876 [===>..........................] - ETA: 8:25 - loss: 379.4683 - logits_profile_predictions_loss: 365.4384 - logcount_predictions_loss: 0.7838 274/1876 [===>..........................] - ETA: 8:25 - loss: 379.4677 - 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logits_profile_predictions_loss: 364.8373 - logcount_predictions_loss: 0.7436 1868/1876 [============================>.] - ETA: 2s - loss: 378.1481 - logits_profile_predictions_loss: 364.8371 - logcount_predictions_loss: 0.7436 1869/1876 [============================>.] - ETA: 2s - loss: 378.1478 - logits_profile_predictions_loss: 364.8369 - logcount_predictions_loss: 0.7436 1870/1876 [============================>.] - ETA: 1s - loss: 378.1474 - logits_profile_predictions_loss: 364.8367 - logcount_predictions_loss: 0.7436 1871/1876 [============================>.] - ETA: 1s - loss: 378.1470 - logits_profile_predictions_loss: 364.8365 - logcount_predictions_loss: 0.7436 1872/1876 [============================>.] - ETA: 1s - loss: 378.1466 - logits_profile_predictions_loss: 364.8363 - logcount_predictions_loss: 0.7436 1873/1876 [============================>.] - ETA: 0s - loss: 378.1463 - logits_profile_predictions_loss: 364.8361 - logcount_predictions_loss: 0.7436 1874/1876 [============================>.] - ETA: 0s - loss: 378.1459 - logits_profile_predictions_loss: 364.8358 - logcount_predictions_loss: 0.7436 1875/1876 [============================>.] - ETA: 0s - loss: 378.1455 - logits_profile_predictions_loss: 364.8356 - logcount_predictions_loss: 0.7436 1876/1876 [==============================] - ETA: 0s - loss: 378.1450 - logits_profile_predictions_loss: 364.8353 - logcount_predictions_loss: 0.7436 1876/1876 [==============================] - 626s 334ms/step - loss: 378.1446 - logits_profile_predictions_loss: 364.8351 - logcount_predictions_loss: 0.7435 - val_loss: 447.7264 - val_logits_profile_predictions_loss: 430.7654 - val_logcount_predictions_loss: 0.9475 + +Epoch 00009: val_loss did not improve from 446.55768 +Epoch 10/50 + 1/1876 [..............................] - ETA: 9:58 - loss: 418.6899 - logits_profile_predictions_loss: 405.1004 - logcount_predictions_loss: 0.7592 2/1876 [..............................] - ETA: 9:44 - loss: 406.1316 - logits_profile_predictions_loss: 392.6178 - logcount_predictions_loss: 0.7550 3/1876 [..............................] - ETA: 9:45 - loss: 396.5112 - logits_profile_predictions_loss: 382.9631 - logcount_predictions_loss: 0.7569 4/1876 [..............................] - ETA: 9:46 - loss: 390.3697 - logits_profile_predictions_loss: 376.7727 - logcount_predictions_loss: 0.7596 5/1876 [..............................] - ETA: 9:46 - loss: 384.9823 - logits_profile_predictions_loss: 371.4388 - logcount_predictions_loss: 0.7566 6/1876 [..............................] - ETA: 9:45 - loss: 381.6408 - logits_profile_predictions_loss: 368.1899 - logcount_predictions_loss: 0.7514 7/1876 [..............................] - ETA: 9:45 - loss: 379.5681 - logits_profile_predictions_loss: 366.1419 - logcount_predictions_loss: 0.7501 8/1876 [..............................] - ETA: 9:45 - loss: 377.9946 - logits_profile_predictions_loss: 364.5273 - logcount_predictions_loss: 0.7524 9/1876 [..............................] - ETA: 9:45 - loss: 376.7073 - logits_profile_predictions_loss: 363.2499 - logcount_predictions_loss: 0.7518 10/1876 [..............................] - ETA: 9:45 - loss: 375.5541 - logits_profile_predictions_loss: 362.1373 - logcount_predictions_loss: 0.7495 11/1876 [..............................] - ETA: 9:45 - loss: 374.7132 - logits_profile_predictions_loss: 361.3093 - logcount_predictions_loss: 0.7488 12/1876 [..............................] - ETA: 9:45 - loss: 374.3699 - logits_profile_predictions_loss: 360.9695 - logcount_predictions_loss: 0.7486 13/1876 [..............................] - ETA: 9:44 - loss: 374.1103 - logits_profile_predictions_loss: 360.7085 - logcount_predictions_loss: 0.7487 14/1876 [..............................] - ETA: 9:44 - loss: 373.7779 - logits_profile_predictions_loss: 360.3677 - logcount_predictions_loss: 0.7492 15/1876 [..............................] - ETA: 9:44 - loss: 373.5011 - logits_profile_predictions_loss: 360.0947 - logcount_predictions_loss: 0.7490 16/1876 [..............................] - ETA: 9:44 - loss: 373.6766 - logits_profile_predictions_loss: 360.2704 - logcount_predictions_loss: 0.7489 17/1876 [..............................] - ETA: 9:43 - loss: 373.7823 - logits_profile_predictions_loss: 360.3691 - logcount_predictions_loss: 0.7493 18/1876 [..............................] - ETA: 9:43 - loss: 373.8207 - logits_profile_predictions_loss: 360.4061 - logcount_predictions_loss: 0.7494 19/1876 [..............................] - ETA: 9:43 - loss: 373.7991 - logits_profile_predictions_loss: 360.3926 - logcount_predictions_loss: 0.7490 20/1876 [..............................] - ETA: 9:43 - loss: 373.7495 - logits_profile_predictions_loss: 360.3529 - logcount_predictions_loss: 0.7484 21/1876 [..............................] - ETA: 9:42 - loss: 373.6930 - logits_profile_predictions_loss: 360.3058 - logcount_predictions_loss: 0.7479 22/1876 [..............................] - ETA: 9:42 - loss: 373.7911 - logits_profile_predictions_loss: 360.4039 - logcount_predictions_loss: 0.7479 23/1876 [..............................] - ETA: 9:42 - loss: 373.9536 - logits_profile_predictions_loss: 360.5784 - logcount_predictions_loss: 0.7472 24/1876 [..............................] - ETA: 9:42 - loss: 374.0932 - logits_profile_predictions_loss: 360.7357 - logcount_predictions_loss: 0.7462 25/1876 [..............................] - ETA: 9:41 - loss: 374.1897 - logits_profile_predictions_loss: 360.8499 - logcount_predictions_loss: 0.7452 26/1876 [..............................] - ETA: 9:41 - loss: 374.2913 - logits_profile_predictions_loss: 360.9657 - logcount_predictions_loss: 0.7444 27/1876 [..............................] - ETA: 9:41 - loss: 374.4206 - logits_profile_predictions_loss: 361.1113 - logcount_predictions_loss: 0.7435 28/1876 [..............................] - ETA: 9:40 - loss: 374.4801 - logits_profile_predictions_loss: 361.1877 - logcount_predictions_loss: 0.7426 29/1876 [..............................] - ETA: 9:40 - loss: 374.4778 - logits_profile_predictions_loss: 361.1964 - logcount_predictions_loss: 0.7420 30/1876 [..............................] - ETA: 9:40 - loss: 374.4744 - logits_profile_predictions_loss: 361.2041 - logcount_predictions_loss: 0.7414 31/1876 [..............................] - ETA: 9:40 - loss: 374.4504 - logits_profile_predictions_loss: 361.1900 - logcount_predictions_loss: 0.7408 32/1876 [..............................] - ETA: 9:39 - loss: 374.3761 - logits_profile_predictions_loss: 361.1229 - logcount_predictions_loss: 0.7404 33/1876 [..............................] - ETA: 9:39 - loss: 374.3456 - logits_profile_predictions_loss: 361.1003 - logcount_predictions_loss: 0.7400 34/1876 [..............................] - ETA: 9:39 - loss: 374.3059 - logits_profile_predictions_loss: 361.0673 - logcount_predictions_loss: 0.7396 35/1876 [..............................] - ETA: 9:38 - loss: 374.2364 - logits_profile_predictions_loss: 361.0022 - logcount_predictions_loss: 0.7393 36/1876 [..............................] - ETA: 9:38 - loss: 374.1650 - logits_profile_predictions_loss: 360.9348 - logcount_predictions_loss: 0.7391 37/1876 [..............................] - ETA: 9:38 - loss: 374.0917 - logits_profile_predictions_loss: 360.8662 - logcount_predictions_loss: 0.7389 38/1876 [..............................] - ETA: 9:38 - loss: 374.0289 - logits_profile_predictions_loss: 360.8100 - logcount_predictions_loss: 0.7385 39/1876 [..............................] - ETA: 9:37 - loss: 373.9680 - logits_profile_predictions_loss: 360.7579 - logcount_predictions_loss: 0.7380 40/1876 [..............................] - ETA: 9:37 - loss: 373.9241 - logits_profile_predictions_loss: 360.7228 - logcount_predictions_loss: 0.7375 41/1876 [..............................] - ETA: 9:37 - loss: 373.9023 - logits_profile_predictions_loss: 360.7096 - logcount_predictions_loss: 0.7370 42/1876 [..............................] - ETA: 9:36 - loss: 373.8926 - logits_profile_predictions_loss: 360.7102 - logcount_predictions_loss: 0.7365 43/1876 [..............................] - ETA: 9:36 - loss: 373.8710 - logits_profile_predictions_loss: 360.6987 - logcount_predictions_loss: 0.7359 44/1876 [..............................] - ETA: 9:36 - loss: 373.8322 - logits_profile_predictions_loss: 360.6670 - logcount_predictions_loss: 0.7355 45/1876 [..............................] - ETA: 9:35 - loss: 373.7919 - logits_profile_predictions_loss: 360.6354 - logcount_predictions_loss: 0.7350 46/1876 [..............................] - ETA: 9:35 - loss: 373.7436 - logits_profile_predictions_loss: 360.5975 - logcount_predictions_loss: 0.7344 47/1876 [..............................] - ETA: 9:35 - loss: 373.7209 - logits_profile_predictions_loss: 360.5855 - logcount_predictions_loss: 0.7338 48/1876 [..............................] - ETA: 9:35 - loss: 373.7136 - logits_profile_predictions_loss: 360.5871 - logcount_predictions_loss: 0.7333 49/1876 [..............................] - ETA: 9:34 - loss: 373.6883 - logits_profile_predictions_loss: 360.5716 - logcount_predictions_loss: 0.7328 50/1876 [..............................] - ETA: 9:34 - loss: 373.6696 - logits_profile_predictions_loss: 360.5640 - logcount_predictions_loss: 0.7322 51/1876 [..............................] - ETA: 9:34 - loss: 373.6597 - logits_profile_predictions_loss: 360.5652 - logcount_predictions_loss: 0.7315 52/1876 [..............................] - ETA: 9:33 - loss: 373.6563 - logits_profile_predictions_loss: 360.5717 - logcount_predictions_loss: 0.7310 53/1876 [..............................] - ETA: 9:33 - loss: 373.6591 - logits_profile_predictions_loss: 360.5859 - logcount_predictions_loss: 0.7303 54/1876 [..............................] - ETA: 9:33 - loss: 373.6585 - logits_profile_predictions_loss: 360.5974 - logcount_predictions_loss: 0.7297 55/1876 [..............................] - ETA: 9:33 - loss: 373.6466 - logits_profile_predictions_loss: 360.5981 - logcount_predictions_loss: 0.7290 56/1876 [..............................] - ETA: 9:32 - loss: 373.6357 - logits_profile_predictions_loss: 360.6008 - logcount_predictions_loss: 0.7282 57/1876 [..............................] - ETA: 9:32 - loss: 373.6360 - logits_profile_predictions_loss: 360.6145 - logcount_predictions_loss: 0.7275 58/1876 [..............................] - ETA: 9:32 - loss: 373.6321 - logits_profile_predictions_loss: 360.6234 - logcount_predictions_loss: 0.7267 59/1876 [..............................] - ETA: 9:31 - loss: 373.6192 - logits_profile_predictions_loss: 360.6233 - logcount_predictions_loss: 0.7260 60/1876 [..............................] - ETA: 9:31 - loss: 373.6000 - logits_profile_predictions_loss: 360.6168 - logcount_predictions_loss: 0.7253 61/1876 [..............................] - ETA: 9:31 - loss: 373.5952 - logits_profile_predictions_loss: 360.6242 - logcount_predictions_loss: 0.7246 62/1876 [..............................] - ETA: 9:30 - loss: 373.5886 - logits_profile_predictions_loss: 360.6302 - logcount_predictions_loss: 0.7239 63/1876 [>.............................] - ETA: 9:30 - loss: 373.5833 - logits_profile_predictions_loss: 360.6370 - logcount_predictions_loss: 0.7233 64/1876 [>.............................] - ETA: 9:30 - loss: 373.5837 - logits_profile_predictions_loss: 360.6490 - logcount_predictions_loss: 0.7226 65/1876 [>.............................] - ETA: 9:30 - loss: 373.5938 - logits_profile_predictions_loss: 360.6697 - logcount_predictions_loss: 0.7220 66/1876 [>.............................] - ETA: 9:29 - loss: 373.6023 - logits_profile_predictions_loss: 360.6892 - logcount_predictions_loss: 0.7214 67/1876 [>.............................] - ETA: 9:29 - loss: 373.6147 - logits_profile_predictions_loss: 360.7132 - logcount_predictions_loss: 0.7208 68/1876 [>.............................] - ETA: 9:29 - loss: 373.6188 - logits_profile_predictions_loss: 360.7291 - logcount_predictions_loss: 0.7201 69/1876 [>.............................] - ETA: 9:28 - loss: 373.6272 - logits_profile_predictions_loss: 360.7486 - logcount_predictions_loss: 0.7195 70/1876 [>.............................] - ETA: 9:28 - loss: 373.6296 - logits_profile_predictions_loss: 360.7620 - logcount_predictions_loss: 0.7189 71/1876 [>.............................] - ETA: 9:28 - loss: 373.6321 - logits_profile_predictions_loss: 360.7753 - logcount_predictions_loss: 0.7183 72/1876 [>.............................] - ETA: 9:27 - loss: 373.6424 - logits_profile_predictions_loss: 360.7958 - logcount_predictions_loss: 0.7177 73/1876 [>.............................] - ETA: 9:27 - loss: 373.6540 - logits_profile_predictions_loss: 360.8182 - logcount_predictions_loss: 0.7171 74/1876 [>.............................] - ETA: 9:27 - loss: 373.6714 - logits_profile_predictions_loss: 360.8462 - logcount_predictions_loss: 0.7165 75/1876 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361.0456 - logcount_predictions_loss: 0.7123 82/1876 [>.............................] - ETA: 9:25 - loss: 373.8067 - logits_profile_predictions_loss: 361.0655 - logcount_predictions_loss: 0.7118 83/1876 [>.............................] - ETA: 9:24 - loss: 373.8123 - logits_profile_predictions_loss: 361.0801 - logcount_predictions_loss: 0.7113 84/1876 [>.............................] - ETA: 9:24 - loss: 373.8161 - logits_profile_predictions_loss: 361.0926 - logcount_predictions_loss: 0.7108 85/1876 [>.............................] - ETA: 9:24 - loss: 373.8220 - logits_profile_predictions_loss: 361.1073 - logcount_predictions_loss: 0.7103 86/1876 [>.............................] - ETA: 9:23 - loss: 373.8290 - logits_profile_predictions_loss: 361.1234 - logcount_predictions_loss: 0.7098 87/1876 [>.............................] - ETA: 9:23 - loss: 373.8345 - logits_profile_predictions_loss: 361.1381 - logcount_predictions_loss: 0.7093 88/1876 [>.............................] - ETA: 9:23 - 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logits_profile_predictions_loss: 359.5718 - logcount_predictions_loss: 0.6752 245/1876 [==>...........................] - ETA: 8:35 - loss: 371.6522 - logits_profile_predictions_loss: 359.5679 - logcount_predictions_loss: 0.6751 246/1876 [==>...........................] - ETA: 8:34 - loss: 371.6468 - logits_profile_predictions_loss: 359.5646 - logcount_predictions_loss: 0.6750 247/1876 [==>...........................] - ETA: 8:34 - loss: 371.6421 - logits_profile_predictions_loss: 359.5621 - logcount_predictions_loss: 0.6749 248/1876 [==>...........................] - ETA: 8:34 - loss: 371.6376 - logits_profile_predictions_loss: 359.5597 - logcount_predictions_loss: 0.6747 249/1876 [==>...........................] - ETA: 8:34 - loss: 371.6339 - logits_profile_predictions_loss: 359.5583 - logcount_predictions_loss: 0.6746 250/1876 [==>...........................] - ETA: 8:33 - loss: 371.6304 - logits_profile_predictions_loss: 359.5569 - logcount_predictions_loss: 0.6745 251/1876 [===>..........................] - ETA: 8:33 - loss: 371.6276 - logits_profile_predictions_loss: 359.5562 - logcount_predictions_loss: 0.6744 252/1876 [===>..........................] - ETA: 8:33 - loss: 371.6244 - logits_profile_predictions_loss: 359.5552 - logcount_predictions_loss: 0.6743 253/1876 [===>..........................] - ETA: 8:32 - loss: 371.6214 - logits_profile_predictions_loss: 359.5542 - logcount_predictions_loss: 0.6741 254/1876 [===>..........................] - ETA: 8:32 - loss: 371.6179 - logits_profile_predictions_loss: 359.5528 - logcount_predictions_loss: 0.6740 255/1876 [===>..........................] - ETA: 8:32 - loss: 371.6139 - logits_profile_predictions_loss: 359.5509 - logcount_predictions_loss: 0.6739 256/1876 [===>..........................] - ETA: 8:31 - loss: 371.6096 - logits_profile_predictions_loss: 359.5488 - logcount_predictions_loss: 0.6738 257/1876 [===>..........................] - ETA: 8:31 - loss: 371.6048 - logits_profile_predictions_loss: 359.5462 - logcount_predictions_loss: 0.6737 258/1876 [===>..........................] - ETA: 8:30 - loss: 371.5998 - logits_profile_predictions_loss: 359.5433 - logcount_predictions_loss: 0.6735 259/1876 [===>..........................] - ETA: 8:30 - loss: 371.5946 - logits_profile_predictions_loss: 359.5402 - logcount_predictions_loss: 0.6734 260/1876 [===>..........................] - ETA: 8:30 - loss: 371.5904 - logits_profile_predictions_loss: 359.5381 - logcount_predictions_loss: 0.6733 261/1876 [===>..........................] - ETA: 8:29 - loss: 371.5866 - logits_profile_predictions_loss: 359.5364 - logcount_predictions_loss: 0.6732 262/1876 [===>..........................] - ETA: 8:29 - loss: 371.5828 - logits_profile_predictions_loss: 359.5347 - logcount_predictions_loss: 0.6731 263/1876 [===>..........................] - ETA: 8:29 - loss: 371.5785 - logits_profile_predictions_loss: 359.5325 - logcount_predictions_loss: 0.6730 264/1876 [===>..........................] - ETA: 8:28 - loss: 371.5747 - logits_profile_predictions_loss: 359.5308 - logcount_predictions_loss: 0.6728 265/1876 [===>..........................] - ETA: 8:28 - loss: 371.5711 - logits_profile_predictions_loss: 359.5293 - logcount_predictions_loss: 0.6727 266/1876 [===>..........................] - ETA: 8:28 - loss: 371.5682 - logits_profile_predictions_loss: 359.5285 - logcount_predictions_loss: 0.6726 267/1876 [===>..........................] - ETA: 8:28 - loss: 371.5655 - logits_profile_predictions_loss: 359.5279 - logcount_predictions_loss: 0.6725 268/1876 [===>..........................] - ETA: 8:27 - loss: 371.5627 - logits_profile_predictions_loss: 359.5271 - logcount_predictions_loss: 0.6724 269/1876 [===>..........................] - ETA: 8:27 - loss: 371.5593 - logits_profile_predictions_loss: 359.5258 - logcount_predictions_loss: 0.6723 270/1876 [===>..........................] - ETA: 8:27 - loss: 371.5557 - logits_profile_predictions_loss: 359.5243 - logcount_predictions_loss: 0.6721 271/1876 [===>..........................] - ETA: 8:26 - loss: 371.5524 - logits_profile_predictions_loss: 359.5231 - logcount_predictions_loss: 0.6720 272/1876 [===>..........................] - ETA: 8:26 - loss: 371.5495 - logits_profile_predictions_loss: 359.5223 - logcount_predictions_loss: 0.6719 273/1876 [===>..........................] - ETA: 8:26 - loss: 371.5471 - logits_profile_predictions_loss: 359.5220 - logcount_predictions_loss: 0.6718 274/1876 [===>..........................] - ETA: 8:25 - loss: 371.5447 - logits_profile_predictions_loss: 359.5217 - logcount_predictions_loss: 0.6717 275/1876 [===>..........................] - ETA: 8:25 - loss: 371.5427 - logits_profile_predictions_loss: 359.5217 - logcount_predictions_loss: 0.6716 276/1876 [===>..........................] - ETA: 8:25 - loss: 371.5410 - logits_profile_predictions_loss: 359.5222 - logcount_predictions_loss: 0.6714 277/1876 [===>..........................] - ETA: 8:24 - loss: 371.5397 - logits_profile_predictions_loss: 359.5228 - logcount_predictions_loss: 0.6713 278/1876 [===>..........................] - ETA: 8:24 - loss: 371.5380 - logits_profile_predictions_loss: 359.5232 - logcount_predictions_loss: 0.6712 279/1876 [===>..........................] - ETA: 8:24 - loss: 371.5362 - logits_profile_predictions_loss: 359.5233 - logcount_predictions_loss: 0.6711 280/1876 [===>..........................] - ETA: 8:24 - loss: 371.5335 - logits_profile_predictions_loss: 359.5226 - logcount_predictions_loss: 0.6710 281/1876 [===>..........................] - ETA: 8:23 - loss: 371.5301 - logits_profile_predictions_loss: 359.5212 - logcount_predictions_loss: 0.6709 282/1876 [===>..........................] - ETA: 8:23 - loss: 371.5262 - logits_profile_predictions_loss: 359.5192 - logcount_predictions_loss: 0.6708 283/1876 [===>..........................] - ETA: 8:23 - loss: 371.5229 - logits_profile_predictions_loss: 359.5178 - logcount_predictions_loss: 0.6707 284/1876 [===>..........................] - ETA: 8:22 - loss: 371.5200 - logits_profile_predictions_loss: 359.5168 - logcount_predictions_loss: 0.6706 285/1876 [===>..........................] - ETA: 8:22 - loss: 371.5176 - logits_profile_predictions_loss: 359.5163 - logcount_predictions_loss: 0.6705 286/1876 [===>..........................] - ETA: 8:22 - loss: 371.5163 - logits_profile_predictions_loss: 359.5169 - logcount_predictions_loss: 0.6704 287/1876 [===>..........................] - ETA: 8:21 - loss: 371.5145 - logits_profile_predictions_loss: 359.5171 - logcount_predictions_loss: 0.6702 288/1876 [===>..........................] - ETA: 8:21 - loss: 371.5131 - logits_profile_predictions_loss: 359.5175 - logcount_predictions_loss: 0.6701 289/1876 [===>..........................] - ETA: 8:21 - loss: 371.5115 - logits_profile_predictions_loss: 359.5178 - logcount_predictions_loss: 0.6700 290/1876 [===>..........................] - ETA: 8:20 - loss: 371.5098 - logits_profile_predictions_loss: 359.5180 - logcount_predictions_loss: 0.6699 291/1876 [===>..........................] - ETA: 8:20 - loss: 371.5081 - logits_profile_predictions_loss: 359.5182 - logcount_predictions_loss: 0.6698 292/1876 [===>..........................] - ETA: 8:20 - loss: 371.5061 - logits_profile_predictions_loss: 359.5181 - logcount_predictions_loss: 0.6697 293/1876 [===>..........................] - ETA: 8:20 - loss: 371.5043 - logits_profile_predictions_loss: 359.5181 - logcount_predictions_loss: 0.6696 294/1876 [===>..........................] - ETA: 8:19 - loss: 371.5029 - logits_profile_predictions_loss: 359.5184 - logcount_predictions_loss: 0.6695 295/1876 [===>..........................] - ETA: 8:19 - loss: 371.5015 - logits_profile_predictions_loss: 359.5188 - logcount_predictions_loss: 0.6694 296/1876 [===>..........................] - ETA: 8:19 - loss: 371.5000 - logits_profile_predictions_loss: 359.5190 - logcount_predictions_loss: 0.6693 297/1876 [===>..........................] - ETA: 8:18 - loss: 371.4983 - logits_profile_predictions_loss: 359.5190 - logcount_predictions_loss: 0.6692 298/1876 [===>..........................] - ETA: 8:18 - loss: 371.4969 - logits_profile_predictions_loss: 359.5192 - logcount_predictions_loss: 0.6691 299/1876 [===>..........................] - ETA: 8:18 - loss: 371.4956 - logits_profile_predictions_loss: 359.5195 - logcount_predictions_loss: 0.6691 300/1876 [===>..........................] - ETA: 8:17 - loss: 371.4946 - logits_profile_predictions_loss: 359.5201 - logcount_predictions_loss: 0.6690 301/1876 [===>..........................] - ETA: 8:17 - loss: 371.4942 - logits_profile_predictions_loss: 359.5213 - logcount_predictions_loss: 0.6689 302/1876 [===>..........................] - ETA: 8:17 - loss: 371.4938 - logits_profile_predictions_loss: 359.5225 - logcount_predictions_loss: 0.6688 303/1876 [===>..........................] - ETA: 8:16 - loss: 371.4937 - logits_profile_predictions_loss: 359.5240 - logcount_predictions_loss: 0.6687 304/1876 [===>..........................] - ETA: 8:16 - loss: 371.4934 - logits_profile_predictions_loss: 359.5253 - logcount_predictions_loss: 0.6686 305/1876 [===>..........................] - ETA: 8:16 - loss: 371.4931 - logits_profile_predictions_loss: 359.5267 - logcount_predictions_loss: 0.6685 306/1876 [===>..........................] - ETA: 8:16 - loss: 371.4926 - logits_profile_predictions_loss: 359.5278 - logcount_predictions_loss: 0.6684 307/1876 [===>..........................] - ETA: 8:15 - loss: 371.4922 - logits_profile_predictions_loss: 359.5289 - logcount_predictions_loss: 0.6683 308/1876 [===>..........................] - ETA: 8:15 - loss: 371.4917 - logits_profile_predictions_loss: 359.5300 - logcount_predictions_loss: 0.6682 309/1876 [===>..........................] - ETA: 8:15 - loss: 371.4913 - logits_profile_predictions_loss: 359.5313 - logcount_predictions_loss: 0.6682 310/1876 [===>..........................] - ETA: 8:14 - loss: 371.4917 - logits_profile_predictions_loss: 359.5333 - logcount_predictions_loss: 0.6681 311/1876 [===>..........................] - ETA: 8:14 - loss: 371.4924 - logits_profile_predictions_loss: 359.5355 - logcount_predictions_loss: 0.6680 312/1876 [===>..........................] - ETA: 8:14 - loss: 371.4930 - logits_profile_predictions_loss: 359.5377 - logcount_predictions_loss: 0.6679 313/1876 [====>.........................] - ETA: 8:13 - loss: 371.4936 - logits_profile_predictions_loss: 359.5398 - logcount_predictions_loss: 0.6678 314/1876 [====>.........................] - ETA: 8:13 - loss: 371.4943 - logits_profile_predictions_loss: 359.5421 - logcount_predictions_loss: 0.6677 315/1876 [====>.........................] - ETA: 8:13 - loss: 371.4950 - logits_profile_predictions_loss: 359.5443 - logcount_predictions_loss: 0.6676 316/1876 [====>.........................] - ETA: 8:12 - loss: 371.4958 - logits_profile_predictions_loss: 359.5467 - logcount_predictions_loss: 0.6675 317/1876 [====>.........................] - ETA: 8:12 - loss: 371.4969 - logits_profile_predictions_loss: 359.5494 - logcount_predictions_loss: 0.6675 318/1876 [====>.........................] - ETA: 8:12 - loss: 371.4978 - logits_profile_predictions_loss: 359.5518 - logcount_predictions_loss: 0.6674 319/1876 [====>.........................] - ETA: 8:11 - loss: 371.4980 - logits_profile_predictions_loss: 359.5537 - logcount_predictions_loss: 0.6673 320/1876 [====>.........................] - ETA: 8:11 - loss: 371.4982 - logits_profile_predictions_loss: 359.5554 - logcount_predictions_loss: 0.6672 321/1876 [====>.........................] - ETA: 8:11 - loss: 371.4991 - logits_profile_predictions_loss: 359.5578 - logcount_predictions_loss: 0.6671 322/1876 [====>.........................] - ETA: 8:11 - loss: 371.4998 - logits_profile_predictions_loss: 359.5601 - logcount_predictions_loss: 0.6670 323/1876 [====>.........................] - ETA: 8:10 - loss: 371.5007 - logits_profile_predictions_loss: 359.5625 - logcount_predictions_loss: 0.6669 324/1876 [====>.........................] - ETA: 8:10 - loss: 371.5013 - logits_profile_predictions_loss: 359.5646 - logcount_predictions_loss: 0.6668 325/1876 [====>.........................] - ETA: 8:10 - loss: 371.5020 - logits_profile_predictions_loss: 359.5669 - logcount_predictions_loss: 0.6668 326/1876 [====>.........................] - ETA: 8:09 - loss: 371.5028 - logits_profile_predictions_loss: 359.5692 - logcount_predictions_loss: 0.6667 327/1876 [====>.........................] - ETA: 8:09 - loss: 371.5036 - logits_profile_predictions_loss: 359.5715 - logcount_predictions_loss: 0.6666 328/1876 [====>.........................] - ETA: 8:09 - loss: 371.5040 - logits_profile_predictions_loss: 359.5734 - logcount_predictions_loss: 0.6665 329/1876 [====>.........................] - ETA: 8:08 - loss: 371.5041 - logits_profile_predictions_loss: 359.5750 - logcount_predictions_loss: 0.6664 330/1876 [====>.........................] - ETA: 8:08 - loss: 371.5047 - logits_profile_predictions_loss: 359.5771 - logcount_predictions_loss: 0.6663 331/1876 [====>.........................] - ETA: 8:08 - loss: 371.5049 - logits_profile_predictions_loss: 359.5788 - logcount_predictions_loss: 0.6663 332/1876 [====>.........................] - ETA: 8:07 - loss: 371.5048 - logits_profile_predictions_loss: 359.5802 - logcount_predictions_loss: 0.6662 333/1876 [====>.........................] - ETA: 8:07 - loss: 371.5048 - logits_profile_predictions_loss: 359.5816 - logcount_predictions_loss: 0.6661 334/1876 [====>.........................] - ETA: 8:07 - loss: 371.5048 - logits_profile_predictions_loss: 359.5831 - logcount_predictions_loss: 0.6660 335/1876 [====>.........................] - ETA: 8:07 - loss: 371.5051 - logits_profile_predictions_loss: 359.5849 - logcount_predictions_loss: 0.6659 336/1876 [====>.........................] - ETA: 8:06 - loss: 371.5054 - logits_profile_predictions_loss: 359.5866 - logcount_predictions_loss: 0.6659 337/1876 [====>.........................] - ETA: 8:06 - loss: 371.5062 - logits_profile_predictions_loss: 359.5889 - logcount_predictions_loss: 0.6658 338/1876 [====>.........................] - ETA: 8:06 - loss: 371.5064 - logits_profile_predictions_loss: 359.5907 - logcount_predictions_loss: 0.6657 339/1876 [====>.........................] - ETA: 8:05 - loss: 371.5071 - logits_profile_predictions_loss: 359.5929 - logcount_predictions_loss: 0.6656 340/1876 [====>.........................] - ETA: 8:05 - loss: 371.5078 - logits_profile_predictions_loss: 359.5950 - logcount_predictions_loss: 0.6655 341/1876 [====>.........................] - ETA: 8:05 - loss: 371.5083 - logits_profile_predictions_loss: 359.5970 - logcount_predictions_loss: 0.6654 342/1876 [====>.........................] - ETA: 8:04 - loss: 371.5089 - logits_profile_predictions_loss: 359.5990 - logcount_predictions_loss: 0.6654 343/1876 [====>.........................] - ETA: 8:04 - loss: 371.5092 - logits_profile_predictions_loss: 359.6008 - logcount_predictions_loss: 0.6653 344/1876 [====>.........................] - ETA: 8:04 - loss: 371.5097 - logits_profile_predictions_loss: 359.6028 - logcount_predictions_loss: 0.6652 345/1876 [====>.........................] - ETA: 8:03 - loss: 371.5103 - logits_profile_predictions_loss: 359.6048 - logcount_predictions_loss: 0.6651 346/1876 [====>.........................] - ETA: 8:03 - loss: 371.5106 - logits_profile_predictions_loss: 359.6067 - logcount_predictions_loss: 0.6650 347/1876 [====>.........................] - ETA: 8:03 - loss: 371.5111 - logits_profile_predictions_loss: 359.6086 - logcount_predictions_loss: 0.6649 348/1876 [====>.........................] - ETA: 8:02 - loss: 371.5118 - logits_profile_predictions_loss: 359.6107 - logcount_predictions_loss: 0.6649 349/1876 [====>.........................] - ETA: 8:02 - loss: 371.5127 - logits_profile_predictions_loss: 359.6131 - logcount_predictions_loss: 0.6648 350/1876 [====>.........................] - ETA: 8:02 - loss: 371.5131 - logits_profile_predictions_loss: 359.6150 - logcount_predictions_loss: 0.6647 351/1876 [====>.........................] - ETA: 8:02 - loss: 371.5132 - logits_profile_predictions_loss: 359.6165 - logcount_predictions_loss: 0.6646 352/1876 [====>.........................] - ETA: 8:01 - loss: 371.5129 - logits_profile_predictions_loss: 359.6178 - logcount_predictions_loss: 0.6645 353/1876 [====>.........................] - ETA: 8:01 - loss: 371.5125 - logits_profile_predictions_loss: 359.6187 - logcount_predictions_loss: 0.6645 354/1876 [====>.........................] - ETA: 8:01 - loss: 371.5121 - logits_profile_predictions_loss: 359.6198 - logcount_predictions_loss: 0.6644 355/1876 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[============================>.] - ETA: 13s - loss: 364.2600 - logits_profile_predictions_loss: 354.3336 - logcount_predictions_loss: 0.5545 1833/1876 [============================>.] - ETA: 13s - loss: 364.2596 - logits_profile_predictions_loss: 354.3333 - logcount_predictions_loss: 0.5545 1834/1876 [============================>.] - ETA: 13s - loss: 364.2592 - logits_profile_predictions_loss: 354.3329 - logcount_predictions_loss: 0.5545 1835/1876 [============================>.] - ETA: 13s - loss: 364.2588 - logits_profile_predictions_loss: 354.3326 - logcount_predictions_loss: 0.5545 1836/1876 [============================>.] - ETA: 12s - loss: 364.2584 - logits_profile_predictions_loss: 354.3322 - logcount_predictions_loss: 0.5545 1837/1876 [============================>.] - ETA: 12s - loss: 364.2580 - logits_profile_predictions_loss: 354.3319 - logcount_predictions_loss: 0.5545 1838/1876 [============================>.] - ETA: 12s - loss: 364.2576 - 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[============================>.] - ETA: 9s - loss: 364.2546 - logits_profile_predictions_loss: 354.3288 - logcount_predictions_loss: 0.5545  1846/1876 [============================>.] - ETA: 9s - loss: 364.2542 - logits_profile_predictions_loss: 354.3284 - logcount_predictions_loss: 0.5545 1847/1876 [============================>.] - ETA: 9s - loss: 364.2538 - logits_profile_predictions_loss: 354.3281 - logcount_predictions_loss: 0.5545 1848/1876 [============================>.] - ETA: 8s - loss: 364.2534 - logits_profile_predictions_loss: 354.3277 - logcount_predictions_loss: 0.5545 1849/1876 [============================>.] - ETA: 8s - loss: 364.2529 - logits_profile_predictions_loss: 354.3273 - logcount_predictions_loss: 0.5545 1850/1876 [============================>.] - ETA: 8s - loss: 364.2525 - logits_profile_predictions_loss: 354.3269 - logcount_predictions_loss: 0.5545 1851/1876 [============================>.] - ETA: 7s - loss: 364.2521 - logits_profile_predictions_loss: 354.3266 - logcount_predictions_loss: 0.5545 1852/1876 [============================>.] - ETA: 7s - loss: 364.2517 - logits_profile_predictions_loss: 354.3262 - logcount_predictions_loss: 0.5545 1853/1876 [============================>.] - ETA: 7s - loss: 364.2513 - logits_profile_predictions_loss: 354.3258 - logcount_predictions_loss: 0.5545 1854/1876 [============================>.] - ETA: 6s - loss: 364.2509 - logits_profile_predictions_loss: 354.3255 - logcount_predictions_loss: 0.5545 1855/1876 [============================>.] - ETA: 6s - loss: 364.2505 - logits_profile_predictions_loss: 354.3251 - logcount_predictions_loss: 0.5545 1856/1876 [============================>.] - ETA: 6s - loss: 364.2501 - logits_profile_predictions_loss: 354.3248 - logcount_predictions_loss: 0.5545 1857/1876 [============================>.] - ETA: 6s - loss: 364.2497 - logits_profile_predictions_loss: 354.3244 - logcount_predictions_loss: 0.5545 1858/1876 [============================>.] - ETA: 5s - loss: 364.2493 - logits_profile_predictions_loss: 354.3241 - logcount_predictions_loss: 0.5545 1859/1876 [============================>.] - ETA: 5s - loss: 364.2489 - logits_profile_predictions_loss: 354.3237 - logcount_predictions_loss: 0.5545 1860/1876 [============================>.] - ETA: 5s - loss: 364.2485 - logits_profile_predictions_loss: 354.3233 - logcount_predictions_loss: 0.5545 1861/1876 [============================>.] - ETA: 4s - loss: 364.2481 - logits_profile_predictions_loss: 354.3230 - logcount_predictions_loss: 0.5545 1862/1876 [============================>.] - ETA: 4s - loss: 364.2477 - logits_profile_predictions_loss: 354.3226 - logcount_predictions_loss: 0.5545 1863/1876 [============================>.] - ETA: 4s - loss: 364.2473 - logits_profile_predictions_loss: 354.3222 - logcount_predictions_loss: 0.5545 1864/1876 [============================>.] - ETA: 3s - loss: 364.2469 - logits_profile_predictions_loss: 354.3219 - logcount_predictions_loss: 0.5545 1865/1876 [============================>.] - ETA: 3s - loss: 364.2464 - logits_profile_predictions_loss: 354.3215 - logcount_predictions_loss: 0.5545 1866/1876 [============================>.] - ETA: 3s - loss: 364.2460 - logits_profile_predictions_loss: 354.3211 - logcount_predictions_loss: 0.5545 1867/1876 [============================>.] - ETA: 2s - loss: 364.2456 - logits_profile_predictions_loss: 354.3207 - logcount_predictions_loss: 0.5545 1868/1876 [============================>.] - ETA: 2s - loss: 364.2451 - logits_profile_predictions_loss: 354.3203 - logcount_predictions_loss: 0.5545 1869/1876 [============================>.] - ETA: 2s - loss: 364.2447 - logits_profile_predictions_loss: 354.3199 - logcount_predictions_loss: 0.5545 1870/1876 [============================>.] - ETA: 1s - loss: 364.2442 - logits_profile_predictions_loss: 354.3194 - logcount_predictions_loss: 0.5545 1871/1876 [============================>.] - ETA: 1s - loss: 364.2438 - logits_profile_predictions_loss: 354.3190 - logcount_predictions_loss: 0.5545 1872/1876 [============================>.] - ETA: 1s - loss: 364.2434 - logits_profile_predictions_loss: 354.3186 - logcount_predictions_loss: 0.5545 1873/1876 [============================>.] - ETA: 0s - loss: 364.2429 - logits_profile_predictions_loss: 354.3182 - logcount_predictions_loss: 0.5544 1874/1876 [============================>.] - ETA: 0s - loss: 364.2425 - logits_profile_predictions_loss: 354.3179 - logcount_predictions_loss: 0.5544 1875/1876 [============================>.] - ETA: 0s - loss: 364.2421 - logits_profile_predictions_loss: 354.3175 - logcount_predictions_loss: 0.5544 1876/1876 [==============================] - ETA: 0s - loss: 364.2417 - logits_profile_predictions_loss: 354.3171 - logcount_predictions_loss: 0.5544 1876/1876 [==============================] - 627s 334ms/step - loss: 364.2412 - logits_profile_predictions_loss: 354.3167 - logcount_predictions_loss: 0.5544 - val_loss: 444.4584 - val_logits_profile_predictions_loss: 430.0388 - val_logcount_predictions_loss: 0.8056 + +Epoch 00011: val_loss did not improve from 441.98227 +Epoch 12/50 + 1/1876 [..............................] - ETA: 9:58 - loss: 391.6899 - logits_profile_predictions_loss: 383.9098 - logcount_predictions_loss: 0.4346 2/1876 [..............................] - ETA: 9:45 - loss: 383.5146 - logits_profile_predictions_loss: 374.8053 - logcount_predictions_loss: 0.4865 3/1876 [..............................] - ETA: 9:46 - loss: 376.1141 - logits_profile_predictions_loss: 367.2642 - logcount_predictions_loss: 0.4944 4/1876 [..............................] - ETA: 9:47 - loss: 375.1243 - logits_profile_predictions_loss: 365.6754 - logcount_predictions_loss: 0.5279 5/1876 [..............................] - ETA: 9:46 - loss: 374.4930 - logits_profile_predictions_loss: 364.8480 - logcount_predictions_loss: 0.5388 6/1876 [..............................] - ETA: 9:46 - loss: 372.7091 - logits_profile_predictions_loss: 362.8737 - logcount_predictions_loss: 0.5495 7/1876 [..............................] - ETA: 9:46 - loss: 371.3608 - logits_profile_predictions_loss: 361.4113 - logcount_predictions_loss: 0.5558 8/1876 [..............................] - ETA: 9:46 - loss: 370.3875 - logits_profile_predictions_loss: 360.3391 - logcount_predictions_loss: 0.5614 9/1876 [..............................] - ETA: 9:46 - loss: 369.5762 - logits_profile_predictions_loss: 359.4937 - logcount_predictions_loss: 0.5633 10/1876 [..............................] - ETA: 9:46 - loss: 368.9816 - logits_profile_predictions_loss: 358.9017 - logcount_predictions_loss: 0.5631 11/1876 [..............................] - ETA: 9:46 - loss: 368.5596 - logits_profile_predictions_loss: 358.5057 - logcount_predictions_loss: 0.5617 12/1876 [..............................] - ETA: 9:45 - loss: 368.4391 - logits_profile_predictions_loss: 358.4122 - logcount_predictions_loss: 0.5602 13/1876 [..............................] - ETA: 9:45 - loss: 368.3418 - logits_profile_predictions_loss: 358.3440 - logcount_predictions_loss: 0.5585 14/1876 [..............................] - ETA: 9:45 - loss: 368.4660 - logits_profile_predictions_loss: 358.4993 - logcount_predictions_loss: 0.5568 15/1876 [..............................] - ETA: 9:45 - loss: 368.3426 - logits_profile_predictions_loss: 358.4016 - logcount_predictions_loss: 0.5554 16/1876 [..............................] - ETA: 9:44 - loss: 367.9885 - logits_profile_predictions_loss: 358.0805 - logcount_predictions_loss: 0.5535 17/1876 [..............................] - ETA: 9:44 - loss: 367.5845 - logits_profile_predictions_loss: 357.7016 - logcount_predictions_loss: 0.5521 18/1876 [..............................] - ETA: 9:44 - loss: 367.2137 - logits_profile_predictions_loss: 357.3565 - logcount_predictions_loss: 0.5507 19/1876 [..............................] - ETA: 9:44 - loss: 366.9022 - logits_profile_predictions_loss: 357.0701 - logcount_predictions_loss: 0.5493 20/1876 [..............................] - ETA: 9:43 - loss: 366.7153 - logits_profile_predictions_loss: 356.9115 - logcount_predictions_loss: 0.5477 21/1876 [..............................] - ETA: 9:43 - loss: 366.6161 - logits_profile_predictions_loss: 356.8443 - logcount_predictions_loss: 0.5459 22/1876 [..............................] - ETA: 9:43 - loss: 366.4894 - logits_profile_predictions_loss: 356.7451 - logcount_predictions_loss: 0.5444 23/1876 [..............................] - ETA: 9:43 - loss: 366.3395 - logits_profile_predictions_loss: 356.6184 - logcount_predictions_loss: 0.5431 24/1876 [..............................] - ETA: 9:42 - loss: 366.1872 - logits_profile_predictions_loss: 356.4879 - logcount_predictions_loss: 0.5419 25/1876 [..............................] - ETA: 9:42 - loss: 366.0144 - logits_profile_predictions_loss: 356.3288 - logcount_predictions_loss: 0.5411 26/1876 [..............................] - ETA: 9:42 - loss: 365.7885 - logits_profile_predictions_loss: 356.1100 - logcount_predictions_loss: 0.5407 27/1876 [..............................] - ETA: 9:42 - loss: 365.5187 - logits_profile_predictions_loss: 355.8440 - logcount_predictions_loss: 0.5405 28/1876 [..............................] - ETA: 9:41 - loss: 365.2793 - logits_profile_predictions_loss: 355.6091 - logcount_predictions_loss: 0.5402 29/1876 [..............................] - ETA: 9:41 - loss: 365.0815 - logits_profile_predictions_loss: 355.4158 - logcount_predictions_loss: 0.5400 30/1876 [..............................] - ETA: 9:41 - loss: 364.8956 - logits_profile_predictions_loss: 355.2346 - logcount_predictions_loss: 0.5397 31/1876 [..............................] - ETA: 9:40 - loss: 364.7360 - logits_profile_predictions_loss: 355.0752 - logcount_predictions_loss: 0.5397 32/1876 [..............................] - ETA: 9:40 - loss: 364.5781 - logits_profile_predictions_loss: 354.9159 - logcount_predictions_loss: 0.5398 33/1876 [..............................] - ETA: 9:40 - loss: 364.4810 - logits_profile_predictions_loss: 354.8176 - logcount_predictions_loss: 0.5399 34/1876 [..............................] - ETA: 9:39 - loss: 364.3640 - logits_profile_predictions_loss: 354.7004 - logcount_predictions_loss: 0.5399 35/1876 [..............................] - ETA: 9:39 - loss: 364.1975 - logits_profile_predictions_loss: 354.5355 - logcount_predictions_loss: 0.5398 36/1876 [..............................] - ETA: 9:39 - loss: 364.0005 - logits_profile_predictions_loss: 354.3409 - logcount_predictions_loss: 0.5396 37/1876 [..............................] - ETA: 9:39 - loss: 363.8260 - logits_profile_predictions_loss: 354.1702 - logcount_predictions_loss: 0.5394 38/1876 [..............................] - ETA: 9:38 - loss: 363.6524 - logits_profile_predictions_loss: 354.0012 - logcount_predictions_loss: 0.5392 39/1876 [..............................] - ETA: 9:38 - loss: 363.4578 - logits_profile_predictions_loss: 353.8121 - logcount_predictions_loss: 0.5389 40/1876 [..............................] - ETA: 9:38 - loss: 363.2915 - logits_profile_predictions_loss: 353.6515 - logcount_predictions_loss: 0.5385 41/1876 [..............................] - ETA: 9:38 - loss: 363.1338 - logits_profile_predictions_loss: 353.4999 - logcount_predictions_loss: 0.5382 42/1876 [..............................] - ETA: 9:37 - loss: 362.9877 - logits_profile_predictions_loss: 353.3603 - logcount_predictions_loss: 0.5378 43/1876 [..............................] - ETA: 9:37 - loss: 362.8866 - logits_profile_predictions_loss: 353.2658 - logcount_predictions_loss: 0.5375 44/1876 [..............................] - ETA: 9:37 - loss: 362.7870 - logits_profile_predictions_loss: 353.1728 - logcount_predictions_loss: 0.5371 45/1876 [..............................] - ETA: 9:36 - loss: 362.6863 - logits_profile_predictions_loss: 353.0791 - logcount_predictions_loss: 0.5367 46/1876 [..............................] - ETA: 9:36 - loss: 362.5886 - logits_profile_predictions_loss: 352.9892 - logcount_predictions_loss: 0.5363 47/1876 [..............................] - ETA: 9:36 - loss: 362.5121 - logits_profile_predictions_loss: 352.9190 - logcount_predictions_loss: 0.5359 48/1876 [..............................] - ETA: 9:35 - loss: 362.4603 - logits_profile_predictions_loss: 352.8736 - logcount_predictions_loss: 0.5356 49/1876 [..............................] - ETA: 9:35 - loss: 362.4051 - logits_profile_predictions_loss: 352.8243 - logcount_predictions_loss: 0.5352 50/1876 [..............................] - ETA: 9:35 - loss: 362.3376 - logits_profile_predictions_loss: 352.7629 - logcount_predictions_loss: 0.5349 51/1876 [..............................] - ETA: 9:35 - loss: 362.2624 - logits_profile_predictions_loss: 352.6937 - logcount_predictions_loss: 0.5346 52/1876 [..............................] - ETA: 9:34 - loss: 362.1780 - logits_profile_predictions_loss: 352.6148 - logcount_predictions_loss: 0.5343 53/1876 [..............................] - ETA: 9:34 - loss: 362.1137 - logits_profile_predictions_loss: 352.5555 - logcount_predictions_loss: 0.5340 54/1876 [..............................] - ETA: 9:34 - loss: 362.0517 - logits_profile_predictions_loss: 352.4992 - logcount_predictions_loss: 0.5337 55/1876 [..............................] - ETA: 9:33 - loss: 361.9935 - logits_profile_predictions_loss: 352.4457 - logcount_predictions_loss: 0.5334 56/1876 [..............................] - ETA: 9:33 - loss: 361.9372 - logits_profile_predictions_loss: 352.3932 - logcount_predictions_loss: 0.5332 57/1876 [..............................] - ETA: 9:33 - loss: 361.8835 - logits_profile_predictions_loss: 352.3441 - logcount_predictions_loss: 0.5329 58/1876 [..............................] - ETA: 9:32 - loss: 361.8308 - logits_profile_predictions_loss: 352.2952 - logcount_predictions_loss: 0.5327 59/1876 [..............................] - ETA: 9:32 - loss: 361.7739 - logits_profile_predictions_loss: 352.2424 - logcount_predictions_loss: 0.5325 60/1876 [..............................] - ETA: 9:32 - loss: 361.7420 - logits_profile_predictions_loss: 352.2135 - logcount_predictions_loss: 0.5323 61/1876 [..............................] - ETA: 9:32 - loss: 361.7136 - logits_profile_predictions_loss: 352.1878 - logcount_predictions_loss: 0.5322 62/1876 [..............................] - ETA: 9:31 - loss: 361.6900 - logits_profile_predictions_loss: 352.1672 - logcount_predictions_loss: 0.5320 63/1876 [>.............................] - ETA: 9:31 - loss: 361.6737 - logits_profile_predictions_loss: 352.1539 - logcount_predictions_loss: 0.5318 64/1876 [>.............................] - ETA: 9:31 - loss: 361.6610 - logits_profile_predictions_loss: 352.1443 - logcount_predictions_loss: 0.5317 65/1876 [>.............................] - ETA: 9:30 - loss: 361.6503 - logits_profile_predictions_loss: 352.1365 - logcount_predictions_loss: 0.5315 66/1876 [>.............................] - ETA: 9:30 - loss: 361.6406 - logits_profile_predictions_loss: 352.1295 - logcount_predictions_loss: 0.5313 67/1876 [>.............................] - ETA: 9:30 - loss: 361.6300 - logits_profile_predictions_loss: 352.1220 - logcount_predictions_loss: 0.5312 68/1876 [>.............................] - ETA: 9:30 - loss: 361.6163 - logits_profile_predictions_loss: 352.1111 - logcount_predictions_loss: 0.5310 69/1876 [>.............................] - ETA: 9:29 - loss: 361.6042 - logits_profile_predictions_loss: 352.1025 - logcount_predictions_loss: 0.5308 70/1876 [>.............................] - ETA: 9:29 - loss: 361.5927 - logits_profile_predictions_loss: 352.0944 - logcount_predictions_loss: 0.5306 71/1876 [>.............................] - ETA: 9:29 - loss: 361.5919 - logits_profile_predictions_loss: 352.0972 - logcount_predictions_loss: 0.5304 72/1876 [>.............................] - ETA: 9:28 - loss: 361.5942 - logits_profile_predictions_loss: 352.1036 - logcount_predictions_loss: 0.5302 73/1876 [>.............................] - ETA: 9:28 - loss: 361.5953 - logits_profile_predictions_loss: 352.1081 - logcount_predictions_loss: 0.5300 74/1876 [>.............................] - ETA: 9:28 - loss: 361.5909 - logits_profile_predictions_loss: 352.1071 - logcount_predictions_loss: 0.5298 75/1876 [>.............................] - ETA: 9:27 - loss: 361.5841 - logits_profile_predictions_loss: 352.1039 - logcount_predictions_loss: 0.5296 76/1876 [>.............................] - ETA: 9:27 - loss: 361.5743 - logits_profile_predictions_loss: 352.0973 - logcount_predictions_loss: 0.5294 77/1876 [>.............................] - ETA: 9:27 - loss: 361.5586 - logits_profile_predictions_loss: 352.0846 - logcount_predictions_loss: 0.5293 78/1876 [>.............................] - ETA: 9:26 - loss: 361.5454 - logits_profile_predictions_loss: 352.0747 - logcount_predictions_loss: 0.5291 79/1876 [>.............................] - ETA: 9:26 - loss: 361.5274 - logits_profile_predictions_loss: 352.0600 - logcount_predictions_loss: 0.5289 80/1876 [>.............................] - ETA: 9:26 - loss: 361.5127 - logits_profile_predictions_loss: 352.0486 - logcount_predictions_loss: 0.5287 81/1876 [>.............................] - ETA: 9:26 - loss: 361.4987 - logits_profile_predictions_loss: 352.0383 - logcount_predictions_loss: 0.5285 82/1876 [>.............................] - ETA: 9:25 - loss: 361.4880 - logits_profile_predictions_loss: 352.0314 - logcount_predictions_loss: 0.5283 83/1876 [>.............................] - ETA: 9:25 - loss: 361.4789 - logits_profile_predictions_loss: 352.0260 - logcount_predictions_loss: 0.5281 84/1876 [>.............................] - ETA: 9:25 - loss: 361.4683 - logits_profile_predictions_loss: 352.0192 - logcount_predictions_loss: 0.5279 85/1876 [>.............................] - ETA: 9:24 - loss: 361.4608 - logits_profile_predictions_loss: 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[===>..........................] - ETA: 8:28 - loss: 361.2871 - logits_profile_predictions_loss: 351.9081 - logcount_predictions_loss: 0.5240 269/1876 [===>..........................] - ETA: 8:28 - loss: 361.2883 - logits_profile_predictions_loss: 351.9089 - logcount_predictions_loss: 0.5240 270/1876 [===>..........................] - ETA: 8:28 - loss: 361.2899 - logits_profile_predictions_loss: 351.9101 - logcount_predictions_loss: 0.5240 271/1876 [===>..........................] - ETA: 8:27 - loss: 361.2915 - logits_profile_predictions_loss: 351.9113 - logcount_predictions_loss: 0.5240 272/1876 [===>..........................] - ETA: 8:27 - loss: 361.2927 - logits_profile_predictions_loss: 351.9121 - logcount_predictions_loss: 0.5241 273/1876 [===>..........................] - ETA: 8:27 - loss: 361.2944 - logits_profile_predictions_loss: 351.9134 - logcount_predictions_loss: 0.5241 274/1876 [===>..........................] - ETA: 8:26 - loss: 361.2962 - 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[===>..........................] - ETA: 8:24 - loss: 361.3073 - logits_profile_predictions_loss: 351.9233 - logcount_predictions_loss: 0.5242 282/1876 [===>..........................] - ETA: 8:24 - loss: 361.3081 - logits_profile_predictions_loss: 351.9238 - logcount_predictions_loss: 0.5243 283/1876 [===>..........................] - ETA: 8:24 - loss: 361.3091 - logits_profile_predictions_loss: 351.9244 - logcount_predictions_loss: 0.5243 284/1876 [===>..........................] - ETA: 8:23 - loss: 361.3095 - logits_profile_predictions_loss: 351.9245 - logcount_predictions_loss: 0.5243 285/1876 [===>..........................] - ETA: 8:23 - loss: 361.3101 - logits_profile_predictions_loss: 351.9248 - logcount_predictions_loss: 0.5243 286/1876 [===>..........................] - ETA: 8:23 - loss: 361.3109 - logits_profile_predictions_loss: 351.9252 - logcount_predictions_loss: 0.5243 287/1876 [===>..........................] - ETA: 8:22 - loss: 361.3114 - 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[===>..........................] - ETA: 8:20 - loss: 361.3208 - logits_profile_predictions_loss: 351.9335 - logcount_predictions_loss: 0.5244 295/1876 [===>..........................] - ETA: 8:20 - loss: 361.3222 - logits_profile_predictions_loss: 351.9348 - logcount_predictions_loss: 0.5244 296/1876 [===>..........................] - ETA: 8:19 - loss: 361.3235 - logits_profile_predictions_loss: 351.9360 - logcount_predictions_loss: 0.5244 297/1876 [===>..........................] - ETA: 8:19 - loss: 361.3246 - logits_profile_predictions_loss: 351.9370 - logcount_predictions_loss: 0.5244 298/1876 [===>..........................] - ETA: 8:19 - loss: 361.3255 - logits_profile_predictions_loss: 351.9378 - logcount_predictions_loss: 0.5244 299/1876 [===>..........................] - ETA: 8:19 - loss: 361.3266 - logits_profile_predictions_loss: 351.9388 - logcount_predictions_loss: 0.5245 300/1876 [===>..........................] - ETA: 8:18 - loss: 361.3273 - 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[===>..........................] - ETA: 8:16 - loss: 361.3364 - logits_profile_predictions_loss: 351.9479 - logcount_predictions_loss: 0.5245 308/1876 [===>..........................] - ETA: 8:16 - loss: 361.3379 - logits_profile_predictions_loss: 351.9493 - logcount_predictions_loss: 0.5245 309/1876 [===>..........................] - ETA: 8:15 - loss: 361.3398 - logits_profile_predictions_loss: 351.9512 - logcount_predictions_loss: 0.5245 310/1876 [===>..........................] - ETA: 8:15 - loss: 361.3420 - logits_profile_predictions_loss: 351.9533 - logcount_predictions_loss: 0.5245 311/1876 [===>..........................] - ETA: 8:15 - loss: 361.3441 - logits_profile_predictions_loss: 351.9553 - logcount_predictions_loss: 0.5245 312/1876 [===>..........................] - ETA: 8:14 - loss: 361.3460 - logits_profile_predictions_loss: 351.9572 - logcount_predictions_loss: 0.5245 313/1876 [====>.........................] - ETA: 8:14 - loss: 361.3478 - 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[====>.........................] - ETA: 8:12 - loss: 361.3638 - logits_profile_predictions_loss: 351.9751 - logcount_predictions_loss: 0.5245 321/1876 [====>.........................] - ETA: 8:12 - loss: 361.3666 - logits_profile_predictions_loss: 351.9779 - logcount_predictions_loss: 0.5245 322/1876 [====>.........................] - ETA: 8:11 - loss: 361.3689 - logits_profile_predictions_loss: 351.9803 - logcount_predictions_loss: 0.5245 323/1876 [====>.........................] - ETA: 8:11 - loss: 361.3710 - logits_profile_predictions_loss: 351.9825 - logcount_predictions_loss: 0.5245 324/1876 [====>.........................] - ETA: 8:11 - loss: 361.3733 - logits_profile_predictions_loss: 351.9848 - logcount_predictions_loss: 0.5245 325/1876 [====>.........................] - ETA: 8:10 - loss: 361.3757 - logits_profile_predictions_loss: 351.9873 - logcount_predictions_loss: 0.5245 326/1876 [====>.........................] - ETA: 8:10 - loss: 361.3786 - logits_profile_predictions_loss: 351.9903 - logcount_predictions_loss: 0.5245 327/1876 [====>.........................] - ETA: 8:10 - loss: 361.3815 - logits_profile_predictions_loss: 351.9933 - logcount_predictions_loss: 0.5245 328/1876 [====>.........................] - ETA: 8:09 - loss: 361.3847 - logits_profile_predictions_loss: 351.9965 - logcount_predictions_loss: 0.5245 329/1876 [====>.........................] - ETA: 8:09 - loss: 361.3875 - logits_profile_predictions_loss: 351.9993 - logcount_predictions_loss: 0.5245 330/1876 [====>.........................] - ETA: 8:09 - loss: 361.3900 - logits_profile_predictions_loss: 352.0020 - logcount_predictions_loss: 0.5245 331/1876 [====>.........................] - ETA: 8:08 - loss: 361.3924 - logits_profile_predictions_loss: 352.0044 - logcount_predictions_loss: 0.5245 332/1876 [====>.........................] - ETA: 8:08 - loss: 361.3946 - logits_profile_predictions_loss: 352.0067 - logcount_predictions_loss: 0.5245 333/1876 [====>.........................] - ETA: 8:08 - loss: 361.3966 - logits_profile_predictions_loss: 352.0087 - logcount_predictions_loss: 0.5245 334/1876 [====>.........................] - ETA: 8:08 - loss: 361.3988 - logits_profile_predictions_loss: 352.0110 - logcount_predictions_loss: 0.5245 335/1876 [====>.........................] - ETA: 8:07 - loss: 361.4011 - logits_profile_predictions_loss: 352.0134 - logcount_predictions_loss: 0.5245 336/1876 [====>.........................] - ETA: 8:07 - loss: 361.4033 - logits_profile_predictions_loss: 352.0157 - logcount_predictions_loss: 0.5244 337/1876 [====>.........................] - ETA: 8:07 - loss: 361.4053 - logits_profile_predictions_loss: 352.0177 - logcount_predictions_loss: 0.5244 338/1876 [====>.........................] - ETA: 8:06 - loss: 361.4071 - logits_profile_predictions_loss: 352.0196 - logcount_predictions_loss: 0.5244 339/1876 [====>.........................] - ETA: 8:06 - loss: 361.4086 - logits_profile_predictions_loss: 352.0212 - logcount_predictions_loss: 0.5244 340/1876 [====>.........................] - ETA: 8:06 - loss: 361.4098 - logits_profile_predictions_loss: 352.0225 - logcount_predictions_loss: 0.5244 341/1876 [====>.........................] - ETA: 8:05 - loss: 361.4111 - logits_profile_predictions_loss: 352.0238 - logcount_predictions_loss: 0.5244 342/1876 [====>.........................] - ETA: 8:05 - loss: 361.4123 - logits_profile_predictions_loss: 352.0250 - logcount_predictions_loss: 0.5244 343/1876 [====>.........................] - ETA: 8:05 - loss: 361.4135 - logits_profile_predictions_loss: 352.0263 - logcount_predictions_loss: 0.5244 344/1876 [====>.........................] - ETA: 8:04 - loss: 361.4144 - logits_profile_predictions_loss: 352.0273 - logcount_predictions_loss: 0.5244 345/1876 [====>.........................] - ETA: 8:04 - loss: 361.4157 - logits_profile_predictions_loss: 352.0287 - logcount_predictions_loss: 0.5244 346/1876 [====>.........................] - ETA: 8:04 - loss: 361.4168 - logits_profile_predictions_loss: 352.0298 - logcount_predictions_loss: 0.5244 347/1876 [====>.........................] - ETA: 8:03 - loss: 361.4177 - logits_profile_predictions_loss: 352.0308 - logcount_predictions_loss: 0.5244 348/1876 [====>.........................] - ETA: 8:03 - loss: 361.4186 - logits_profile_predictions_loss: 352.0317 - logcount_predictions_loss: 0.5244 349/1876 [====>.........................] - ETA: 8:03 - loss: 361.4190 - logits_profile_predictions_loss: 352.0322 - logcount_predictions_loss: 0.5244 350/1876 [====>.........................] - ETA: 8:03 - loss: 361.4191 - logits_profile_predictions_loss: 352.0324 - logcount_predictions_loss: 0.5244 351/1876 [====>.........................] - ETA: 8:02 - loss: 361.4189 - logits_profile_predictions_loss: 352.0322 - logcount_predictions_loss: 0.5244 352/1876 [====>.........................] - ETA: 8:02 - loss: 361.4185 - logits_profile_predictions_loss: 352.0318 - logcount_predictions_loss: 0.5244 353/1876 [====>.........................] - ETA: 8:02 - loss: 361.4183 - logits_profile_predictions_loss: 352.0316 - logcount_predictions_loss: 0.5244 354/1876 [====>.........................] - ETA: 8:01 - loss: 361.4178 - logits_profile_predictions_loss: 352.0312 - logcount_predictions_loss: 0.5244 355/1876 [====>.........................] - ETA: 8:01 - loss: 361.4174 - logits_profile_predictions_loss: 352.0308 - logcount_predictions_loss: 0.5244 356/1876 [====>.........................] - ETA: 8:01 - loss: 361.4167 - logits_profile_predictions_loss: 352.0301 - logcount_predictions_loss: 0.5244 357/1876 [====>.........................] - ETA: 8:00 - loss: 361.4161 - logits_profile_predictions_loss: 352.0296 - logcount_predictions_loss: 0.5244 358/1876 [====>.........................] - ETA: 8:00 - loss: 361.4157 - logits_profile_predictions_loss: 352.0292 - logcount_predictions_loss: 0.5244 359/1876 [====>.........................] - ETA: 8:00 - loss: 361.4152 - logits_profile_predictions_loss: 352.0288 - logcount_predictions_loss: 0.5244 360/1876 [====>.........................] - ETA: 7:59 - loss: 361.4146 - logits_profile_predictions_loss: 352.0282 - logcount_predictions_loss: 0.5244 361/1876 [====>.........................] - ETA: 7:59 - loss: 361.4139 - logits_profile_predictions_loss: 352.0276 - logcount_predictions_loss: 0.5244 362/1876 [====>.........................] - ETA: 7:59 - loss: 361.4130 - logits_profile_predictions_loss: 352.0267 - logcount_predictions_loss: 0.5244 363/1876 [====>.........................] - ETA: 7:58 - loss: 361.4122 - logits_profile_predictions_loss: 352.0259 - logcount_predictions_loss: 0.5244 364/1876 [====>.........................] - ETA: 7:58 - loss: 361.4116 - logits_profile_predictions_loss: 352.0253 - logcount_predictions_loss: 0.5244 365/1876 [====>.........................] - ETA: 7:58 - loss: 361.4108 - logits_profile_predictions_loss: 352.0246 - logcount_predictions_loss: 0.5244 366/1876 [====>.........................] - ETA: 7:58 - loss: 361.4102 - logits_profile_predictions_loss: 352.0240 - logcount_predictions_loss: 0.5244 367/1876 [====>.........................] - ETA: 7:57 - loss: 361.4095 - logits_profile_predictions_loss: 352.0234 - logcount_predictions_loss: 0.5244 368/1876 [====>.........................] - ETA: 7:57 - loss: 361.4091 - logits_profile_predictions_loss: 352.0230 - logcount_predictions_loss: 0.5244 369/1876 [====>.........................] - ETA: 7:57 - loss: 361.4089 - logits_profile_predictions_loss: 352.0228 - logcount_predictions_loss: 0.5244 370/1876 [====>.........................] - ETA: 7:56 - loss: 361.4086 - logits_profile_predictions_loss: 352.0226 - logcount_predictions_loss: 0.5244 371/1876 [====>.........................] - ETA: 7:56 - loss: 361.4086 - logits_profile_predictions_loss: 352.0226 - logcount_predictions_loss: 0.5244 372/1876 [====>.........................] - ETA: 7:56 - loss: 361.4089 - logits_profile_predictions_loss: 352.0229 - logcount_predictions_loss: 0.5244 373/1876 [====>.........................] - ETA: 7:55 - loss: 361.4097 - logits_profile_predictions_loss: 352.0237 - logcount_predictions_loss: 0.5244 374/1876 [====>.........................] - ETA: 7:55 - loss: 361.4105 - logits_profile_predictions_loss: 352.0246 - logcount_predictions_loss: 0.5244 375/1876 [====>.........................] - ETA: 7:55 - loss: 361.4113 - logits_profile_predictions_loss: 352.0255 - logcount_predictions_loss: 0.5243 376/1876 [=====>........................] - ETA: 7:54 - loss: 361.4122 - logits_profile_predictions_loss: 352.0264 - logcount_predictions_loss: 0.5243 377/1876 [=====>........................] - ETA: 7:54 - loss: 361.4131 - logits_profile_predictions_loss: 352.0274 - logcount_predictions_loss: 0.5243 378/1876 [=====>........................] - ETA: 7:54 - loss: 361.4142 - 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[=====>........................] - ETA: 7:43 - loss: 361.4478 - logits_profile_predictions_loss: 352.0646 - logcount_predictions_loss: 0.5242 412/1876 [=====>........................] - ETA: 7:43 - loss: 361.4485 - logits_profile_predictions_loss: 352.0653 - logcount_predictions_loss: 0.5242 413/1876 [=====>........................] - ETA: 7:43 - loss: 361.4494 - logits_profile_predictions_loss: 352.0662 - logcount_predictions_loss: 0.5242 414/1876 [=====>........................] - ETA: 7:43 - loss: 361.4503 - logits_profile_predictions_loss: 352.0671 - logcount_predictions_loss: 0.5242 415/1876 [=====>........................] - ETA: 7:42 - loss: 361.4512 - logits_profile_predictions_loss: 352.0680 - logcount_predictions_loss: 0.5242 416/1876 [=====>........................] - ETA: 7:42 - loss: 361.4519 - logits_profile_predictions_loss: 352.0686 - logcount_predictions_loss: 0.5242 417/1876 [=====>........................] - ETA: 7:42 - loss: 361.4523 - 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[=====>........................] - ETA: 7:39 - loss: 361.4543 - logits_profile_predictions_loss: 352.0710 - logcount_predictions_loss: 0.5242 425/1876 [=====>........................] - ETA: 7:39 - loss: 361.4543 - logits_profile_predictions_loss: 352.0710 - logcount_predictions_loss: 0.5242 426/1876 [=====>........................] - ETA: 7:39 - loss: 361.4541 - logits_profile_predictions_loss: 352.0709 - logcount_predictions_loss: 0.5242 427/1876 [=====>........................] - ETA: 7:38 - loss: 361.4537 - logits_profile_predictions_loss: 352.0705 - logcount_predictions_loss: 0.5242 428/1876 [=====>........................] - ETA: 7:38 - loss: 361.4532 - logits_profile_predictions_loss: 352.0701 - logcount_predictions_loss: 0.5242 429/1876 [=====>........................] - ETA: 7:38 - loss: 361.4527 - logits_profile_predictions_loss: 352.0697 - logcount_predictions_loss: 0.5242 430/1876 [=====>........................] - ETA: 7:38 - loss: 361.4522 - 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[=====>........................] - ETA: 7:35 - loss: 361.4505 - logits_profile_predictions_loss: 352.0677 - logcount_predictions_loss: 0.5242 438/1876 [======>.......................] - ETA: 7:35 - loss: 361.4503 - logits_profile_predictions_loss: 352.0675 - logcount_predictions_loss: 0.5242 439/1876 [======>.......................] - ETA: 7:35 - loss: 361.4500 - logits_profile_predictions_loss: 352.0672 - logcount_predictions_loss: 0.5242 440/1876 [======>.......................] - ETA: 7:34 - loss: 361.4496 - logits_profile_predictions_loss: 352.0670 - logcount_predictions_loss: 0.5242 441/1876 [======>.......................] - ETA: 7:34 - loss: 361.4490 - logits_profile_predictions_loss: 352.0664 - logcount_predictions_loss: 0.5242 442/1876 [======>.......................] - ETA: 7:34 - loss: 361.4484 - logits_profile_predictions_loss: 352.0658 - logcount_predictions_loss: 0.5242 443/1876 [======>.......................] - ETA: 7:33 - loss: 361.4477 - 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[======>.......................] - ETA: 7:31 - loss: 361.4430 - logits_profile_predictions_loss: 352.0610 - logcount_predictions_loss: 0.5241 451/1876 [======>.......................] - ETA: 7:31 - loss: 361.4424 - logits_profile_predictions_loss: 352.0606 - logcount_predictions_loss: 0.5241 452/1876 [======>.......................] - ETA: 7:31 - loss: 361.4417 - logits_profile_predictions_loss: 352.0599 - logcount_predictions_loss: 0.5241 453/1876 [======>.......................] - ETA: 7:30 - loss: 361.4407 - logits_profile_predictions_loss: 352.0590 - logcount_predictions_loss: 0.5241 454/1876 [======>.......................] - ETA: 7:30 - loss: 361.4396 - logits_profile_predictions_loss: 352.0580 - logcount_predictions_loss: 0.5241 455/1876 [======>.......................] - ETA: 7:30 - loss: 361.4386 - logits_profile_predictions_loss: 352.0571 - logcount_predictions_loss: 0.5241 456/1876 [======>.......................] - ETA: 7:29 - loss: 361.4377 - 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[============================>.] - ETA: 0s - loss: 360.8767 - logits_profile_predictions_loss: 351.6554 - logcount_predictions_loss: 0.5152 1875/1876 [============================>.] - ETA: 0s - loss: 360.8763 - logits_profile_predictions_loss: 351.6551 - logcount_predictions_loss: 0.5152 1876/1876 [==============================] - ETA: 0s - loss: 360.8760 - logits_profile_predictions_loss: 351.6547 - logcount_predictions_loss: 0.5152 1876/1876 [==============================] - 627s 334ms/step - loss: 360.8756 - logits_profile_predictions_loss: 351.6544 - logcount_predictions_loss: 0.5152 - val_loss: 443.6894 - val_logits_profile_predictions_loss: 429.7486 - val_logcount_predictions_loss: 0.7788 + +Epoch 00012: val_loss did not improve from 441.98227 +Epoch 13/50 + 1/1876 [..............................] - ETA: 9:58 - loss: 335.7409 - logits_profile_predictions_loss: 323.6071 - logcount_predictions_loss: 0.6779 2/1876 [..............................] - ETA: 9:46 - loss: 348.9088 - 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[..............................] - ETA: 9:47 - loss: 357.1437 - logits_profile_predictions_loss: 347.9859 - logcount_predictions_loss: 0.5116 10/1876 [..............................] - ETA: 9:47 - loss: 357.1120 - logits_profile_predictions_loss: 347.9622 - logcount_predictions_loss: 0.5112 11/1876 [..............................] - ETA: 9:46 - loss: 357.3715 - logits_profile_predictions_loss: 348.2549 - logcount_predictions_loss: 0.5093 12/1876 [..............................] - ETA: 9:46 - loss: 357.5423 - logits_profile_predictions_loss: 348.4599 - logcount_predictions_loss: 0.5074 13/1876 [..............................] - ETA: 9:46 - loss: 357.3546 - logits_profile_predictions_loss: 348.2870 - logcount_predictions_loss: 0.5066 14/1876 [..............................] - ETA: 9:46 - loss: 357.1617 - logits_profile_predictions_loss: 348.1163 - logcount_predictions_loss: 0.5053 15/1876 [..............................] - ETA: 9:45 - loss: 357.0280 - logits_profile_predictions_loss: 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349.3049 - logcount_predictions_loss: 0.4666 1857/1876 [============================>.] - ETA: 6s - loss: 357.6582 - logits_profile_predictions_loss: 349.3051 - logcount_predictions_loss: 0.4666 1858/1876 [============================>.] - ETA: 5s - loss: 357.6583 - logits_profile_predictions_loss: 349.3053 - logcount_predictions_loss: 0.4666 1859/1876 [============================>.] - ETA: 5s - loss: 357.6585 - logits_profile_predictions_loss: 349.3055 - logcount_predictions_loss: 0.4666 1860/1876 [============================>.] - ETA: 5s - loss: 357.6586 - logits_profile_predictions_loss: 349.3057 - logcount_predictions_loss: 0.4666 1861/1876 [============================>.] - ETA: 4s - loss: 357.6587 - logits_profile_predictions_loss: 349.3059 - logcount_predictions_loss: 0.4666 1862/1876 [============================>.] - ETA: 4s - loss: 357.6589 - logits_profile_predictions_loss: 349.3060 - logcount_predictions_loss: 0.4666 1863/1876 [============================>.] - ETA: 4s - 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1870/1876 [============================>.] - ETA: 1s - loss: 357.6596 - logits_profile_predictions_loss: 349.3071 - logcount_predictions_loss: 0.4666 1871/1876 [============================>.] - ETA: 1s - loss: 357.6596 - logits_profile_predictions_loss: 349.3073 - logcount_predictions_loss: 0.4666 1872/1876 [============================>.] - ETA: 1s - loss: 357.6597 - logits_profile_predictions_loss: 349.3074 - logcount_predictions_loss: 0.4666 1873/1876 [============================>.] - ETA: 0s - loss: 357.6599 - logits_profile_predictions_loss: 349.3076 - logcount_predictions_loss: 0.4666 1874/1876 [============================>.] - ETA: 0s - loss: 357.6600 - logits_profile_predictions_loss: 349.3077 - logcount_predictions_loss: 0.4666 1875/1876 [============================>.] - ETA: 0s - loss: 357.6601 - logits_profile_predictions_loss: 349.3079 - logcount_predictions_loss: 0.4666 1876/1876 [==============================] - ETA: 0s - loss: 357.6601 - logits_profile_predictions_loss: 349.3080 - logcount_predictions_loss: 0.4666 1876/1876 [==============================] - 628s 335ms/step - loss: 357.6602 - logits_profile_predictions_loss: 349.3082 - logcount_predictions_loss: 0.4666 - val_loss: 444.7915 - val_logits_profile_predictions_loss: 430.8687 - val_logcount_predictions_loss: 0.7778 + +Epoch 00013: val_loss did not improve from 441.98227 +Epoch 14/50 + 1/1876 [..............................] - ETA: 10:00 - loss: 405.9720 - logits_profile_predictions_loss: 400.7332 - logcount_predictions_loss: 0.2927 2/1876 [..............................] - ETA: 9:45 - loss: 397.7388 - logits_profile_predictions_loss: 392.3547 - logcount_predictions_loss: 0.3008  3/1876 [..............................] - ETA: 9:47 - loss: 391.3146 - logits_profile_predictions_loss: 385.6013 - logcount_predictions_loss: 0.3192 4/1876 [..............................] - ETA: 9:48 - loss: 389.5253 - logits_profile_predictions_loss: 383.7180 - logcount_predictions_loss: 0.3244 5/1876 [..............................] - ETA: 9:48 - loss: 388.0430 - logits_profile_predictions_loss: 382.2532 - logcount_predictions_loss: 0.3235 6/1876 [..............................] - ETA: 9:48 - loss: 386.6157 - logits_profile_predictions_loss: 380.7561 - logcount_predictions_loss: 0.3274 7/1876 [..............................] - ETA: 9:48 - loss: 385.0918 - logits_profile_predictions_loss: 379.1393 - logcount_predictions_loss: 0.3325 8/1876 [..............................] - ETA: 9:48 - loss: 383.4894 - logits_profile_predictions_loss: 377.4836 - logcount_predictions_loss: 0.3355 9/1876 [..............................] - ETA: 9:47 - loss: 382.5047 - logits_profile_predictions_loss: 376.4633 - logcount_predictions_loss: 0.3375 10/1876 [..............................] - ETA: 9:47 - loss: 381.4254 - logits_profile_predictions_loss: 375.3535 - logcount_predictions_loss: 0.3392 11/1876 [..............................] - ETA: 9:47 - loss: 380.2771 - logits_profile_predictions_loss: 374.1654 - logcount_predictions_loss: 0.3414 12/1876 [..............................] - ETA: 9:47 - loss: 379.0998 - logits_profile_predictions_loss: 372.9484 - logcount_predictions_loss: 0.3437 13/1876 [..............................] - ETA: 9:47 - loss: 378.1415 - logits_profile_predictions_loss: 371.9401 - logcount_predictions_loss: 0.3464 14/1876 [..............................] - ETA: 9:46 - loss: 377.3068 - logits_profile_predictions_loss: 371.0604 - logcount_predictions_loss: 0.3490 15/1876 [..............................] - ETA: 9:46 - loss: 376.4824 - logits_profile_predictions_loss: 370.2030 - logcount_predictions_loss: 0.3508 16/1876 [..............................] - ETA: 9:46 - loss: 375.5415 - logits_profile_predictions_loss: 369.2325 - logcount_predictions_loss: 0.3525 17/1876 [..............................] - ETA: 9:46 - loss: 374.6781 - logits_profile_predictions_loss: 368.3387 - logcount_predictions_loss: 0.3542 18/1876 [..............................] - ETA: 9:45 - loss: 373.9241 - logits_profile_predictions_loss: 367.5509 - logcount_predictions_loss: 0.3560 19/1876 [..............................] - ETA: 9:45 - loss: 373.1084 - logits_profile_predictions_loss: 366.7078 - logcount_predictions_loss: 0.3576 20/1876 [..............................] - ETA: 9:45 - loss: 372.3613 - logits_profile_predictions_loss: 365.9377 - logcount_predictions_loss: 0.3589 21/1876 [..............................] - ETA: 9:44 - loss: 371.6944 - logits_profile_predictions_loss: 365.2516 - logcount_predictions_loss: 0.3599 22/1876 [..............................] - ETA: 9:44 - loss: 371.1796 - logits_profile_predictions_loss: 364.7190 - logcount_predictions_loss: 0.3609 23/1876 [..............................] - ETA: 9:44 - loss: 370.6860 - logits_profile_predictions_loss: 364.2069 - logcount_predictions_loss: 0.3620 24/1876 [..............................] - ETA: 9:44 - loss: 370.2241 - logits_profile_predictions_loss: 363.7177 - logcount_predictions_loss: 0.3635 25/1876 [..............................] - ETA: 9:43 - loss: 369.8280 - logits_profile_predictions_loss: 363.2922 - logcount_predictions_loss: 0.3651 26/1876 [..............................] - ETA: 9:43 - loss: 369.5611 - logits_profile_predictions_loss: 362.9945 - logcount_predictions_loss: 0.3669 27/1876 [..............................] - ETA: 9:43 - loss: 369.3407 - logits_profile_predictions_loss: 362.7495 - logcount_predictions_loss: 0.3682 28/1876 [..............................] - ETA: 9:43 - loss: 369.1300 - logits_profile_predictions_loss: 362.5136 - logcount_predictions_loss: 0.3696 29/1876 [..............................] - ETA: 9:42 - loss: 368.8882 - logits_profile_predictions_loss: 362.2489 - logcount_predictions_loss: 0.3709 30/1876 [..............................] - ETA: 9:42 - loss: 368.6556 - logits_profile_predictions_loss: 361.9950 - logcount_predictions_loss: 0.3721 31/1876 [..............................] - ETA: 9:42 - loss: 368.4097 - logits_profile_predictions_loss: 361.7276 - logcount_predictions_loss: 0.3733 32/1876 [..............................] - ETA: 9:41 - loss: 368.1950 - logits_profile_predictions_loss: 361.4913 - logcount_predictions_loss: 0.3745 33/1876 [..............................] - ETA: 9:41 - loss: 367.9490 - logits_profile_predictions_loss: 361.2237 - logcount_predictions_loss: 0.3757 34/1876 [..............................] - ETA: 9:41 - loss: 367.7070 - logits_profile_predictions_loss: 360.9590 - logcount_predictions_loss: 0.3770 35/1876 [..............................] - ETA: 9:41 - loss: 367.4594 - logits_profile_predictions_loss: 360.6892 - logcount_predictions_loss: 0.3782 36/1876 [..............................] - ETA: 9:40 - loss: 367.2364 - logits_profile_predictions_loss: 360.4433 - logcount_predictions_loss: 0.3795 37/1876 [..............................] - ETA: 9:40 - loss: 367.0184 - logits_profile_predictions_loss: 360.2052 - logcount_predictions_loss: 0.3806 38/1876 [..............................] - ETA: 9:40 - loss: 366.8038 - logits_profile_predictions_loss: 359.9701 - logcount_predictions_loss: 0.3818 39/1876 [..............................] - ETA: 9:39 - loss: 366.6011 - logits_profile_predictions_loss: 359.7456 - logcount_predictions_loss: 0.3830 40/1876 [..............................] - ETA: 9:39 - loss: 366.4259 - logits_profile_predictions_loss: 359.5505 - logcount_predictions_loss: 0.3841 41/1876 [..............................] - ETA: 9:39 - loss: 366.2954 - logits_profile_predictions_loss: 359.4025 - logcount_predictions_loss: 0.3851 42/1876 [..............................] - ETA: 9:38 - loss: 366.1953 - logits_profile_predictions_loss: 359.2865 - logcount_predictions_loss: 0.3860 43/1876 [..............................] - ETA: 9:38 - loss: 366.0889 - logits_profile_predictions_loss: 359.1658 - logcount_predictions_loss: 0.3868 44/1876 [..............................] - ETA: 9:38 - loss: 365.9771 - logits_profile_predictions_loss: 359.0391 - logcount_predictions_loss: 0.3876 45/1876 [..............................] - ETA: 9:38 - loss: 365.8732 - logits_profile_predictions_loss: 358.9201 - logcount_predictions_loss: 0.3884 46/1876 [..............................] - ETA: 9:37 - loss: 365.7623 - logits_profile_predictions_loss: 358.7952 - logcount_predictions_loss: 0.3892 47/1876 [..............................] - ETA: 9:37 - loss: 365.6452 - logits_profile_predictions_loss: 358.6660 - logcount_predictions_loss: 0.3899 48/1876 [..............................] - ETA: 9:37 - loss: 365.5381 - logits_profile_predictions_loss: 358.5469 - logcount_predictions_loss: 0.3906 49/1876 [..............................] - ETA: 9:36 - loss: 365.4295 - logits_profile_predictions_loss: 358.4273 - logcount_predictions_loss: 0.3912 50/1876 [..............................] - ETA: 9:36 - loss: 365.3078 - logits_profile_predictions_loss: 358.2944 - logcount_predictions_loss: 0.3918 51/1876 [..............................] - ETA: 9:36 - loss: 365.1691 - logits_profile_predictions_loss: 358.1449 - logcount_predictions_loss: 0.3924 52/1876 [..............................] - ETA: 9:36 - loss: 365.0349 - logits_profile_predictions_loss: 357.9996 - logcount_predictions_loss: 0.3930 53/1876 [..............................] - ETA: 9:35 - loss: 364.9038 - logits_profile_predictions_loss: 357.8572 - logcount_predictions_loss: 0.3937 54/1876 [..............................] - ETA: 9:35 - loss: 364.7705 - logits_profile_predictions_loss: 357.7137 - logcount_predictions_loss: 0.3942 55/1876 [..............................] - ETA: 9:35 - loss: 364.6329 - logits_profile_predictions_loss: 357.5675 - logcount_predictions_loss: 0.3947 56/1876 [..............................] - ETA: 9:34 - loss: 364.5030 - logits_profile_predictions_loss: 357.4305 - logcount_predictions_loss: 0.3951 57/1876 [..............................] - ETA: 9:34 - loss: 364.3731 - logits_profile_predictions_loss: 357.2934 - logcount_predictions_loss: 0.3955 58/1876 [..............................] - ETA: 9:34 - loss: 364.2397 - logits_profile_predictions_loss: 357.1527 - logcount_predictions_loss: 0.3959 59/1876 [..............................] - ETA: 9:33 - loss: 364.1083 - logits_profile_predictions_loss: 357.0144 - logcount_predictions_loss: 0.3963 60/1876 [..............................] - ETA: 9:33 - loss: 363.9698 - logits_profile_predictions_loss: 356.8685 - logcount_predictions_loss: 0.3967 61/1876 [..............................] - ETA: 9:33 - loss: 363.8376 - logits_profile_predictions_loss: 356.7286 - logcount_predictions_loss: 0.3972 62/1876 [..............................] - ETA: 9:33 - loss: 363.6995 - logits_profile_predictions_loss: 356.5829 - logcount_predictions_loss: 0.3976 63/1876 [>.............................] - ETA: 9:32 - loss: 363.5643 - logits_profile_predictions_loss: 356.4405 - logcount_predictions_loss: 0.3980 64/1876 [>.............................] - ETA: 9:32 - loss: 363.4213 - logits_profile_predictions_loss: 356.2899 - logcount_predictions_loss: 0.3984 65/1876 [>.............................] - ETA: 9:32 - loss: 363.2759 - logits_profile_predictions_loss: 356.1367 - logcount_predictions_loss: 0.3988 66/1876 [>.............................] - ETA: 9:31 - loss: 363.1319 - logits_profile_predictions_loss: 355.9856 - logcount_predictions_loss: 0.3992 67/1876 [>.............................] - ETA: 9:31 - loss: 362.9943 - logits_profile_predictions_loss: 355.8414 - logcount_predictions_loss: 0.3996 68/1876 [>.............................] - ETA: 9:31 - loss: 362.8670 - logits_profile_predictions_loss: 355.7080 - logcount_predictions_loss: 0.3999 69/1876 [>.............................] - ETA: 9:30 - loss: 362.7458 - logits_profile_predictions_loss: 355.5806 - logcount_predictions_loss: 0.4003 70/1876 [>.............................] - ETA: 9:30 - loss: 362.6207 - logits_profile_predictions_loss: 355.4494 - logcount_predictions_loss: 0.4006 71/1876 [>.............................] - ETA: 9:30 - loss: 362.4966 - logits_profile_predictions_loss: 355.3187 - logcount_predictions_loss: 0.4010 72/1876 [>.............................] - ETA: 9:30 - loss: 362.3692 - logits_profile_predictions_loss: 355.1849 - logcount_predictions_loss: 0.4014 73/1876 [>.............................] - ETA: 9:29 - loss: 362.2426 - logits_profile_predictions_loss: 355.0517 - logcount_predictions_loss: 0.4017 74/1876 [>.............................] - ETA: 9:29 - loss: 362.1253 - logits_profile_predictions_loss: 354.9285 - logcount_predictions_loss: 0.4021 75/1876 [>.............................] - ETA: 9:29 - loss: 362.0086 - logits_profile_predictions_loss: 354.8061 - logcount_predictions_loss: 0.4024 76/1876 [>.............................] - ETA: 9:28 - loss: 361.8946 - logits_profile_predictions_loss: 354.6865 - logcount_predictions_loss: 0.4027 77/1876 [>.............................] - ETA: 9:28 - loss: 361.7820 - logits_profile_predictions_loss: 354.5684 - logcount_predictions_loss: 0.4030 78/1876 [>.............................] - ETA: 9:28 - loss: 361.6672 - logits_profile_predictions_loss: 354.4485 - logcount_predictions_loss: 0.4033 79/1876 [>.............................] - ETA: 9:27 - loss: 361.5689 - logits_profile_predictions_loss: 354.3447 - logcount_predictions_loss: 0.4036 80/1876 [>.............................] - ETA: 9:27 - loss: 361.4745 - logits_profile_predictions_loss: 354.2448 - logcount_predictions_loss: 0.4039 81/1876 [>.............................] - ETA: 9:27 - loss: 361.3794 - logits_profile_predictions_loss: 354.1449 - logcount_predictions_loss: 0.4042 82/1876 [>.............................] - ETA: 9:27 - loss: 361.2856 - logits_profile_predictions_loss: 354.0468 - logcount_predictions_loss: 0.4044 83/1876 [>.............................] - ETA: 9:26 - loss: 361.1895 - logits_profile_predictions_loss: 353.9466 - logcount_predictions_loss: 0.4046 84/1876 [>.............................] - ETA: 9:26 - loss: 361.0934 - logits_profile_predictions_loss: 353.8462 - logcount_predictions_loss: 0.4049 85/1876 [>.............................] - ETA: 9:26 - loss: 361.0020 - logits_profile_predictions_loss: 353.7509 - logcount_predictions_loss: 0.4051 86/1876 [>.............................] - ETA: 9:25 - loss: 360.9205 - logits_profile_predictions_loss: 353.6656 - logcount_predictions_loss: 0.4053 87/1876 [>.............................] - ETA: 9:25 - loss: 360.8415 - logits_profile_predictions_loss: 353.5827 - logcount_predictions_loss: 0.4055 88/1876 [>.............................] - ETA: 9:25 - loss: 360.7650 - logits_profile_predictions_loss: 353.5025 - logcount_predictions_loss: 0.4057 89/1876 [>.............................] - ETA: 9:24 - loss: 360.6929 - logits_profile_predictions_loss: 353.4267 - logcount_predictions_loss: 0.4059 90/1876 [>.............................] - ETA: 9:24 - loss: 360.6273 - logits_profile_predictions_loss: 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[===>..........................] - ETA: 8:16 - loss: 355.7493 - logits_profile_predictions_loss: 348.3374 - logcount_predictions_loss: 0.4141 313/1876 [====>.........................] - ETA: 8:15 - loss: 355.7446 - logits_profile_predictions_loss: 348.3330 - logcount_predictions_loss: 0.4141 314/1876 [====>.........................] - ETA: 8:15 - loss: 355.7395 - logits_profile_predictions_loss: 348.3284 - logcount_predictions_loss: 0.4140 315/1876 [====>.........................] - ETA: 8:15 - loss: 355.7345 - logits_profile_predictions_loss: 348.3238 - logcount_predictions_loss: 0.4140 316/1876 [====>.........................] - ETA: 8:14 - loss: 355.7294 - logits_profile_predictions_loss: 348.3192 - logcount_predictions_loss: 0.4140 317/1876 [====>.........................] - ETA: 8:14 - loss: 355.7249 - logits_profile_predictions_loss: 348.3150 - logcount_predictions_loss: 0.4140 318/1876 [====>.........................] - ETA: 8:14 - loss: 355.7204 - 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[====>.........................] - ETA: 8:12 - loss: 355.6937 - logits_profile_predictions_loss: 348.2880 - logcount_predictions_loss: 0.4137 326/1876 [====>.........................] - ETA: 8:11 - loss: 355.6893 - logits_profile_predictions_loss: 348.2842 - logcount_predictions_loss: 0.4137 327/1876 [====>.........................] - ETA: 8:11 - loss: 355.6848 - logits_profile_predictions_loss: 348.2802 - logcount_predictions_loss: 0.4137 328/1876 [====>.........................] - ETA: 8:11 - loss: 355.6798 - logits_profile_predictions_loss: 348.2757 - logcount_predictions_loss: 0.4136 329/1876 [====>.........................] - ETA: 8:10 - loss: 355.6746 - logits_profile_predictions_loss: 348.2710 - logcount_predictions_loss: 0.4136 330/1876 [====>.........................] - ETA: 8:10 - loss: 355.6696 - logits_profile_predictions_loss: 348.2666 - logcount_predictions_loss: 0.4136 331/1876 [====>.........................] - ETA: 8:10 - loss: 355.6645 - 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[====>.........................] - ETA: 8:08 - loss: 355.6308 - logits_profile_predictions_loss: 348.2322 - logcount_predictions_loss: 0.4133 339/1876 [====>.........................] - ETA: 8:07 - loss: 355.6260 - logits_profile_predictions_loss: 348.2280 - logcount_predictions_loss: 0.4133 340/1876 [====>.........................] - ETA: 8:07 - loss: 355.6211 - logits_profile_predictions_loss: 348.2235 - logcount_predictions_loss: 0.4133 341/1876 [====>.........................] - ETA: 8:07 - loss: 355.6166 - logits_profile_predictions_loss: 348.2195 - logcount_predictions_loss: 0.4132 342/1876 [====>.........................] - ETA: 8:06 - loss: 355.6121 - logits_profile_predictions_loss: 348.2155 - logcount_predictions_loss: 0.4132 343/1876 [====>.........................] - ETA: 8:06 - loss: 355.6078 - logits_profile_predictions_loss: 348.2115 - logcount_predictions_loss: 0.4132 344/1876 [====>.........................] - ETA: 8:06 - loss: 355.6036 - logits_profile_predictions_loss: 348.2078 - logcount_predictions_loss: 0.4132 345/1876 [====>.........................] - ETA: 8:05 - loss: 355.5995 - logits_profile_predictions_loss: 348.2041 - logcount_predictions_loss: 0.4132 346/1876 [====>.........................] - ETA: 8:05 - loss: 355.5955 - logits_profile_predictions_loss: 348.2006 - logcount_predictions_loss: 0.4131 347/1876 [====>.........................] - ETA: 8:04 - loss: 355.5919 - logits_profile_predictions_loss: 348.1974 - logcount_predictions_loss: 0.4131 348/1876 [====>.........................] - ETA: 8:04 - loss: 355.5884 - logits_profile_predictions_loss: 348.1944 - logcount_predictions_loss: 0.4131 349/1876 [====>.........................] - ETA: 8:04 - loss: 355.5851 - logits_profile_predictions_loss: 348.1915 - logcount_predictions_loss: 0.4131 350/1876 [====>.........................] - ETA: 8:03 - loss: 355.5818 - logits_profile_predictions_loss: 348.1885 - logcount_predictions_loss: 0.4130 351/1876 [====>.........................] - ETA: 8:03 - loss: 355.5786 - logits_profile_predictions_loss: 348.1858 - logcount_predictions_loss: 0.4130 352/1876 [====>.........................] - ETA: 8:03 - loss: 355.5753 - logits_profile_predictions_loss: 348.1829 - logcount_predictions_loss: 0.4130 353/1876 [====>.........................] - ETA: 8:03 - loss: 355.5723 - logits_profile_predictions_loss: 348.1803 - logcount_predictions_loss: 0.4130 354/1876 [====>.........................] - ETA: 8:02 - loss: 355.5688 - logits_profile_predictions_loss: 348.1772 - logcount_predictions_loss: 0.4129 355/1876 [====>.........................] - ETA: 8:02 - loss: 355.5654 - logits_profile_predictions_loss: 348.1743 - logcount_predictions_loss: 0.4129 356/1876 [====>.........................] - ETA: 8:02 - loss: 355.5618 - logits_profile_predictions_loss: 348.1710 - logcount_predictions_loss: 0.4129 357/1876 [====>.........................] - ETA: 8:01 - loss: 355.5580 - 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[====>.........................] - ETA: 7:59 - loss: 355.5347 - logits_profile_predictions_loss: 348.1477 - logcount_predictions_loss: 0.4127 365/1876 [====>.........................] - ETA: 7:59 - loss: 355.5312 - logits_profile_predictions_loss: 348.1447 - logcount_predictions_loss: 0.4127 366/1876 [====>.........................] - ETA: 7:58 - loss: 355.5276 - logits_profile_predictions_loss: 348.1416 - logcount_predictions_loss: 0.4126 367/1876 [====>.........................] - ETA: 7:58 - loss: 355.5237 - logits_profile_predictions_loss: 348.1382 - logcount_predictions_loss: 0.4126 368/1876 [====>.........................] - ETA: 7:58 - loss: 355.5202 - logits_profile_predictions_loss: 348.1352 - logcount_predictions_loss: 0.4126 369/1876 [====>.........................] - ETA: 7:58 - loss: 355.5167 - logits_profile_predictions_loss: 348.1321 - logcount_predictions_loss: 0.4125 370/1876 [====>.........................] - ETA: 7:57 - loss: 355.5131 - 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340.9955 - logcount_predictions_loss: 0.3534 54/1876 [..............................] - ETA: 9:36 - loss: 347.2959 - logits_profile_predictions_loss: 340.9655 - logcount_predictions_loss: 0.3536 55/1876 [..............................] - ETA: 9:36 - loss: 347.2546 - logits_profile_predictions_loss: 340.9194 - logcount_predictions_loss: 0.3539 56/1876 [..............................] - ETA: 9:36 - loss: 347.1983 - logits_profile_predictions_loss: 340.8586 - logcount_predictions_loss: 0.3542 57/1876 [..............................] - ETA: 9:36 - loss: 347.1448 - logits_profile_predictions_loss: 340.8006 - logcount_predictions_loss: 0.3544 58/1876 [..............................] - ETA: 9:35 - loss: 347.1040 - logits_profile_predictions_loss: 340.7556 - logcount_predictions_loss: 0.3547 59/1876 [..............................] - ETA: 9:35 - loss: 347.0701 - logits_profile_predictions_loss: 340.7174 - logcount_predictions_loss: 0.3549 60/1876 [..............................] - ETA: 9:35 - loss: 347.0362 - logits_profile_predictions_loss: 340.6789 - logcount_predictions_loss: 0.3552 61/1876 [..............................] - ETA: 9:34 - loss: 347.0034 - logits_profile_predictions_loss: 340.6414 - logcount_predictions_loss: 0.3554 62/1876 [..............................] - ETA: 9:34 - loss: 346.9714 - logits_profile_predictions_loss: 340.6052 - logcount_predictions_loss: 0.3557 63/1876 [>.............................] - ETA: 9:34 - loss: 346.9415 - logits_profile_predictions_loss: 340.5713 - logcount_predictions_loss: 0.3559 64/1876 [>.............................] - ETA: 9:33 - loss: 346.9167 - logits_profile_predictions_loss: 340.5430 - logcount_predictions_loss: 0.3561 65/1876 [>.............................] - ETA: 9:33 - loss: 346.8936 - logits_profile_predictions_loss: 340.5163 - logcount_predictions_loss: 0.3563 66/1876 [>.............................] - ETA: 9:33 - loss: 346.8708 - logits_profile_predictions_loss: 340.4903 - logcount_predictions_loss: 0.3565 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342.5328 - logcount_predictions_loss: 0.3591 1849/1876 [============================>.] - ETA: 8s - loss: 348.9613 - logits_profile_predictions_loss: 342.5335 - logcount_predictions_loss: 0.3591 1850/1876 [============================>.] - ETA: 8s - loss: 348.9620 - logits_profile_predictions_loss: 342.5342 - logcount_predictions_loss: 0.3591 1851/1876 [============================>.] - ETA: 8s - loss: 348.9628 - logits_profile_predictions_loss: 342.5349 - logcount_predictions_loss: 0.3591 1852/1876 [============================>.] - ETA: 7s - loss: 348.9635 - logits_profile_predictions_loss: 342.5357 - logcount_predictions_loss: 0.3591 1853/1876 [============================>.] - ETA: 7s - loss: 348.9642 - logits_profile_predictions_loss: 342.5364 - logcount_predictions_loss: 0.3591 1854/1876 [============================>.] - ETA: 7s - loss: 348.9650 - logits_profile_predictions_loss: 342.5371 - logcount_predictions_loss: 0.3591 1855/1876 [============================>.] - ETA: 6s - loss: 348.9657 - logits_profile_predictions_loss: 342.5379 - logcount_predictions_loss: 0.3591 1856/1876 [============================>.] - ETA: 6s - loss: 348.9664 - logits_profile_predictions_loss: 342.5386 - logcount_predictions_loss: 0.3591 1857/1876 [============================>.] - ETA: 6s - loss: 348.9672 - logits_profile_predictions_loss: 342.5393 - logcount_predictions_loss: 0.3591 1858/1876 [============================>.] - ETA: 5s - loss: 348.9679 - logits_profile_predictions_loss: 342.5400 - logcount_predictions_loss: 0.3591 1859/1876 [============================>.] - ETA: 5s - loss: 348.9686 - logits_profile_predictions_loss: 342.5407 - logcount_predictions_loss: 0.3591 1860/1876 [============================>.] - ETA: 5s - loss: 348.9693 - logits_profile_predictions_loss: 342.5415 - logcount_predictions_loss: 0.3591 1861/1876 [============================>.] - ETA: 4s - loss: 348.9701 - logits_profile_predictions_loss: 342.5422 - logcount_predictions_loss: 0.3591 1862/1876 [============================>.] - ETA: 4s - loss: 348.9708 - logits_profile_predictions_loss: 342.5429 - logcount_predictions_loss: 0.3591 1863/1876 [============================>.] - ETA: 4s - loss: 348.9716 - logits_profile_predictions_loss: 342.5437 - logcount_predictions_loss: 0.3591 1864/1876 [============================>.] - ETA: 3s - loss: 348.9723 - logits_profile_predictions_loss: 342.5444 - logcount_predictions_loss: 0.3591 1865/1876 [============================>.] - ETA: 3s - loss: 348.9731 - logits_profile_predictions_loss: 342.5452 - logcount_predictions_loss: 0.3591 1866/1876 [============================>.] - ETA: 3s - loss: 348.9738 - logits_profile_predictions_loss: 342.5459 - logcount_predictions_loss: 0.3591 1867/1876 [============================>.] - ETA: 2s - loss: 348.9746 - logits_profile_predictions_loss: 342.5467 - logcount_predictions_loss: 0.3591 1868/1876 [============================>.] - ETA: 2s - loss: 348.9753 - logits_profile_predictions_loss: 342.5474 - logcount_predictions_loss: 0.3591 1869/1876 [============================>.] - ETA: 2s - loss: 348.9761 - logits_profile_predictions_loss: 342.5482 - logcount_predictions_loss: 0.3591 1870/1876 [============================>.] - ETA: 1s - loss: 348.9768 - logits_profile_predictions_loss: 342.5489 - logcount_predictions_loss: 0.3591 1871/1876 [============================>.] - ETA: 1s - loss: 348.9776 - logits_profile_predictions_loss: 342.5496 - logcount_predictions_loss: 0.3591 1872/1876 [============================>.] - ETA: 1s - loss: 348.9783 - logits_profile_predictions_loss: 342.5504 - logcount_predictions_loss: 0.3591 1873/1876 [============================>.] - ETA: 0s - loss: 348.9790 - logits_profile_predictions_loss: 342.5511 - logcount_predictions_loss: 0.3591 1874/1876 [============================>.] - ETA: 0s - loss: 348.9798 - logits_profile_predictions_loss: 342.5518 - logcount_predictions_loss: 0.3591 1875/1876 [============================>.] - ETA: 0s - loss: 348.9805 - logits_profile_predictions_loss: 342.5526 - logcount_predictions_loss: 0.3591 1876/1876 [==============================] - ETA: 0s - loss: 348.9813 - logits_profile_predictions_loss: 342.5533 - logcount_predictions_loss: 0.3591 1876/1876 [==============================] - 633s 337ms/step - loss: 348.9820 - logits_profile_predictions_loss: 342.5540 - logcount_predictions_loss: 0.3591 - val_loss: 446.3528 - val_logits_profile_predictions_loss: 432.3311 - val_logcount_predictions_loss: 0.7833 + +Epoch 00015: val_loss did not improve from 441.98227 +Restoring model weights from the end of the best epoch. +Epoch 00015: early stopping +save model +save model without bias +2022-09-22_12-36-44: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/predict.py \ + --genome=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ + --bigwig=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/ATAC//ENCSR705KEB//preprocessing/bigWigs/ENCSR705KEB.bigWig \ + --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR705KEB//chrombpnet_model_feb15_fold_1//filtered.peaks.bed \ + --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR705KEB//chrombpnet_model_feb15_fold_1//filtered.nonpeaks.bed \ + --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_1.json \ + --inputlen=2114 \ + --outputlen=1000 \ + --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR705KEB//chrombpnet_model_feb15_fold_1//chrombpnet \ + --batch_size=256 \ + --model_h5=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR705KEB//chrombpnet_model_feb15_fold_1//chrombpnet.h5 +got the model +loading peaks... +got split:test for bed regions:(31571, 10) +loading nonpeaks... +got split:test for bed regions:(31254, 10) +0/246 +100/246 +200/246 +2022-09-22_12-41-35: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/predict.py \ + --genome=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ + --bigwig=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/ATAC//ENCSR705KEB//preprocessing/bigWigs/ENCSR705KEB.bigWig \ + --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR705KEB//chrombpnet_model_feb15_fold_1//filtered.peaks.bed \ + --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR705KEB//chrombpnet_model_feb15_fold_1//filtered.nonpeaks.bed \ + --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_1.json \ + --inputlen=2114 \ + --outputlen=1000 \ + --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR705KEB//chrombpnet_model_feb15_fold_1//chrombpnet_wo_bias \ + --batch_size=256 \ + --model_h5=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR705KEB//chrombpnet_model_feb15_fold_1//chrombpnet_wo_bias.h5 +got the model +loading peaks... +got split:test for bed regions:(31571, 10) +loading nonpeaks... +got split:test for bed regions:(31254, 10) +0/246 +100/246 +200/246 +2022-09-22_12-45-41: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/predict.py \ + --genome=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ + --bigwig=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/ATAC//ENCSR705KEB//preprocessing/bigWigs/ENCSR705KEB.bigWig \ + --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR705KEB//chrombpnet_model_feb15_fold_1//filtered.peaks.bed \ + --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR705KEB//chrombpnet_model_feb15_fold_1//filtered.nonpeaks.bed \ + --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_1.json \ + --inputlen=2114 \ + --outputlen=1000 \ + --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR705KEB//chrombpnet_model_feb15_fold_1//bias \ + --batch_size=256 \ + --model_h5=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR705KEB//chrombpnet_model_feb15_fold_1//bias_model_scaled.h5 +got the model +loading peaks... +got split:test for bed regions:(31571, 10) +loading nonpeaks... +got split:test for bed regions:(31254, 10) +0/246 +100/246 +200/246 +2022-09-22_12-47-54: mkdir /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR705KEB//chrombpnet_model_feb15_fold_1//footprints +2022-09-22_12-47-54: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/evaluation/marginal_footprints/marginal_footprinting.py \ + -g /scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ + -r /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR705KEB//chrombpnet_model_feb15_fold_1//filtered.nonpeaks.bed \ + -chr chr1 \ + -m /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR705KEB//chrombpnet_model_feb15_fold_1//chrombpnet_wo_bias.h5 \ + -bs 512 \ + -o /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR705KEB//chrombpnet_model_feb15_fold_1//footprints/corrected \ + -pwm_f src/evaluation/marginal_footprints/motif_to_pwm.tsv \ + -mo tn5_1,tn5_2,tn5_3,tn5_4,tn5_5 + MOTIF_NAME MOTIF_PWM_FWD +0 tn5_1 GCACAGTACAGAGCTG +1 tn5_2 GTGCACAGTTCTAGAGTGTGCAG +2 tn5_3 CCTCTACACTGTGCAGAA +3 tn5_4 GCACAGTTCTAGACTGTGCAG +4 tn5_5 CTGCACAGTGTAGAGTTGTGC +5 dnase_1 TTTACAAGTCCA +6 dnase_2 TGTACTTACGAA +7 NRF1 GCGCATGCGC +8 AP1 CGATATGACTCATCCC +9 CTCF TTGGCCACTAGGGGGCGCTAT +10 ETS CCGAAAGCGGAAGTGAGAC +11 SP1 AAGGGGGCGGGGCCTAA +12 RUNX CCCTAACCACAGCCC +13 NFKB GCAAGGGAAATTCCCCAGG +14 GATA+TAL GGCTGGGGGGGGCAGATAAGGCC +15 TAL GGCTGGG +16 NFYB CCAGCCAATCAGAGC +17 GABPA GAAACCGGAAGTGGCC +18 BACH1+MAFK AACTGCTGAGTCATCCCG +19 NRF1 CCCCGCGCATGCGCAGTGC +20 HNF4G CCGTTGGACTTTGGACCCTG +got the model +Model: "model_1" +__________________________________________________________________________________________________ +Layer (type) Output Shape Param # Connected to +================================================================================================== +sequence (InputLayer) [(None, 2114, 4)] 0 +__________________________________________________________________________________________________ +wo_bias_bpnet_1st_conv (Conv1D) (None, 2094, 512) 43520 sequence[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_1conv (Conv1D) (None, 2090, 512) 786944 wo_bias_bpnet_1st_conv[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_1crop (Cropping1D (None, 2090, 512) 0 wo_bias_bpnet_1st_conv[0][0] +__________________________________________________________________________________________________ +add (Add) (None, 2090, 512) 0 wo_bias_bpnet_1conv[0][0] + wo_bias_bpnet_1crop[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_2conv (Conv1D) (None, 2082, 512) 786944 add[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_2crop (Cropping1D (None, 2082, 512) 0 add[0][0] +__________________________________________________________________________________________________ +add_1 (Add) (None, 2082, 512) 0 wo_bias_bpnet_2conv[0][0] + wo_bias_bpnet_2crop[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_3conv (Conv1D) (None, 2066, 512) 786944 add_1[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_3crop (Cropping1D (None, 2066, 512) 0 add_1[0][0] +__________________________________________________________________________________________________ +add_2 (Add) (None, 2066, 512) 0 wo_bias_bpnet_3conv[0][0] + wo_bias_bpnet_3crop[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_4conv (Conv1D) (None, 2034, 512) 786944 add_2[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_4crop (Cropping1D (None, 2034, 512) 0 add_2[0][0] +__________________________________________________________________________________________________ +add_3 (Add) (None, 2034, 512) 0 wo_bias_bpnet_4conv[0][0] + wo_bias_bpnet_4crop[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_5conv (Conv1D) (None, 1970, 512) 786944 add_3[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_5crop (Cropping1D (None, 1970, 512) 0 add_3[0][0] +__________________________________________________________________________________________________ +add_4 (Add) (None, 1970, 512) 0 wo_bias_bpnet_5conv[0][0] + wo_bias_bpnet_5crop[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_6conv (Conv1D) (None, 1842, 512) 786944 add_4[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_6crop (Cropping1D (None, 1842, 512) 0 add_4[0][0] +__________________________________________________________________________________________________ +add_5 (Add) (None, 1842, 512) 0 wo_bias_bpnet_6conv[0][0] + wo_bias_bpnet_6crop[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_7conv (Conv1D) (None, 1586, 512) 786944 add_5[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_7crop (Cropping1D (None, 1586, 512) 0 add_5[0][0] +__________________________________________________________________________________________________ +add_6 (Add) (None, 1586, 512) 0 wo_bias_bpnet_7conv[0][0] + wo_bias_bpnet_7crop[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_8conv (Conv1D) (None, 1074, 512) 786944 add_6[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_8crop (Cropping1D (None, 1074, 512) 0 add_6[0][0] +__________________________________________________________________________________________________ +add_7 (Add) (None, 1074, 512) 0 wo_bias_bpnet_8conv[0][0] + wo_bias_bpnet_8crop[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_prof_out_precrop (None, 1000, 1) 38401 add_7[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_logitt_before_fla (None, 1000, 1) 0 wo_bias_bpnet_prof_out_precrop[0] +__________________________________________________________________________________________________ +gap (GlobalAveragePooling1D) (None, 512) 0 add_7[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_logits_profile_pr (None, 1000) 0 wo_bias_bpnet_logitt_before_flatt +__________________________________________________________________________________________________ +wo_bias_bpnet_logcount_predicti (None, 1) 513 gap[0][0] +================================================================================================== +Total params: 6,377,986 +Trainable params: 6,377,986 +Non-trainable params: 0 +__________________________________________________________________________________________________ +inferred model inputlen: 2114 +inferred model outputlen: 1000 +inserting motif: tn5_1 +GCACAGTACAGAGCTG + 1/29 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motif: tn5_3 +CCTCTACACTGTGCAGAA + 1/29 [>.............................] - ETA: 1s 2/29 [=>............................] - ETA: 25s 3/29 [==>...........................] - ETA: 25s 4/29 [===>..........................] - ETA: 24s 5/29 [====>.........................] - ETA: 23s 6/29 [=====>........................] - ETA: 22s 7/29 [======>.......................] - ETA: 21s 8/29 [=======>......................] - ETA: 20s 9/29 [========>.....................] - ETA: 19s 10/29 [=========>....................] - ETA: 18s 11/29 [==========>...................] - ETA: 17s 12/29 [===========>..................] - ETA: 16s 13/29 [============>.................] - ETA: 15s 14/29 [=============>................] - ETA: 14s 15/29 [==============>...............] - ETA: 13s 16/29 [===============>..............] - ETA: 12s 17/29 [================>.............] - ETA: 11s 18/29 [=================>............] - ETA: 10s 19/29 [==================>...........] - ETA: 9s  20/29 [===================>..........] - ETA: 8s 21/29 [====================>.........] - ETA: 7s 22/29 [=====================>........] - ETA: 6s 23/29 [======================>.......] - ETA: 5s 24/29 [=======================>......] - ETA: 4s 25/29 [========================>.....] - ETA: 3s 26/29 [=========================>....] - ETA: 2s 27/29 [==========================>...] - ETA: 1s 28/29 [===========================>..] - ETA: 0s 29/29 [==============================] - ETA: 0s 29/29 [==============================] - 28s 988ms/step + 1/29 [>.............................] - ETA: 0s 2/29 [=>............................] - ETA: 26s 3/29 [==>...........................] - ETA: 25s 4/29 [===>..........................] - ETA: 24s 5/29 [====>.........................] - ETA: 23s 6/29 [=====>........................] - ETA: 22s 7/29 [======>.......................] - ETA: 21s 8/29 [=======>......................] - ETA: 20s 9/29 [========>.....................] - ETA: 19s 10/29 [=========>....................] - ETA: 18s 11/29 [==========>...................] - ETA: 17s 12/29 [===========>..................] - ETA: 16s 13/29 [============>.................] - ETA: 15s 14/29 [=============>................] - ETA: 14s 15/29 [==============>...............] - ETA: 13s 16/29 [===============>..............] - ETA: 12s 17/29 [================>.............] - ETA: 11s 18/29 [=================>............] - ETA: 10s 19/29 [==================>...........] - ETA: 9s  20/29 [===================>..........] - ETA: 8s 21/29 [====================>.........] - ETA: 7s 22/29 [=====================>........] - ETA: 6s 23/29 [======================>.......] - ETA: 5s 24/29 [=======================>......] - ETA: 4s 25/29 [========================>.....] - ETA: 3s 26/29 [=========================>....] - ETA: 2s 27/29 [==========================>...] - ETA: 1s 28/29 [===========================>..] - ETA: 0s 29/29 [==============================] - ETA: 0s 29/29 [==============================] - 28s 997ms/step +inserting motif: tn5_4 +GCACAGTTCTAGACTGTGCAG + 1/29 [>.............................] - ETA: 0s 2/29 [=>............................] - ETA: 26s 3/29 [==>...........................] - ETA: 25s 4/29 [===>..........................] - ETA: 24s 5/29 [====>.........................] - ETA: 23s 6/29 [=====>........................] - ETA: 22s 7/29 [======>.......................] - ETA: 21s 8/29 [=======>......................] - ETA: 20s 9/29 [========>.....................] - ETA: 19s 10/29 [=========>....................] - ETA: 18s 11/29 [==========>...................] - ETA: 17s 12/29 [===========>..................] - ETA: 16s 13/29 [============>.................] - ETA: 15s 14/29 [=============>................] - ETA: 14s 15/29 [==============>...............] - ETA: 13s 16/29 [===============>..............] - ETA: 12s 17/29 [================>.............] - ETA: 11s 18/29 [=================>............] - ETA: 10s 19/29 [==================>...........] - ETA: 9s  20/29 [===================>..........] - ETA: 8s 21/29 [====================>.........] - ETA: 7s 22/29 [=====================>........] - ETA: 6s 23/29 [======================>.......] - ETA: 5s 24/29 [=======================>......] - ETA: 4s 25/29 [========================>.....] - ETA: 3s 26/29 [=========================>....] - ETA: 2s 27/29 [==========================>...] - ETA: 1s 28/29 [===========================>..] - ETA: 0s 29/29 [==============================] - ETA: 0s 29/29 [==============================] - 28s 1s/step + 1/29 [>.............................] - ETA: 0s 2/29 [=>............................] - ETA: 26s 3/29 [==>...........................] - ETA: 25s 4/29 [===>..........................] - ETA: 24s 5/29 [====>.........................] - ETA: 23s 6/29 [=====>........................] - ETA: 22s 7/29 [======>.......................] - ETA: 21s 8/29 [=======>......................] - ETA: 20s 9/29 [========>.....................] - ETA: 19s 10/29 [=========>....................] - ETA: 18s 11/29 [==========>...................] - ETA: 17s 12/29 [===========>..................] - ETA: 16s 13/29 [============>.................] - ETA: 15s 14/29 [=============>................] - ETA: 14s 15/29 [==============>...............] - ETA: 13s 16/29 [===============>..............] - ETA: 12s 17/29 [================>.............] - ETA: 11s 18/29 [=================>............] - ETA: 10s 19/29 [==================>...........] - ETA: 9s  20/29 [===================>..........] - ETA: 8s 21/29 [====================>.........] - ETA: 7s 22/29 [=====================>........] - ETA: 6s 23/29 [======================>.......] - ETA: 5s 24/29 [=======================>......] - ETA: 4s 25/29 [========================>.....] - ETA: 3s 26/29 [=========================>....] - ETA: 2s 27/29 [==========================>...] - ETA: 2s 28/29 [===========================>..] - ETA: 1s 29/29 [==============================] - ETA: 0s 29/29 [==============================] - 29s 1s/step +inserting motif: tn5_5 +CTGCACAGTGTAGAGTTGTGC + 1/29 [>.............................] - ETA: 0s 2/29 [=>............................] - ETA: 26s 3/29 [==>...........................] - ETA: 25s 4/29 [===>..........................] - ETA: 24s 5/29 [====>.........................] - ETA: 24s 6/29 [=====>........................] - ETA: 23s 7/29 [======>.......................] - ETA: 22s 8/29 [=======>......................] - ETA: 21s 9/29 [========>.....................] - ETA: 20s 10/29 [=========>....................] - ETA: 19s 11/29 [==========>...................] - ETA: 18s 12/29 [===========>..................] - ETA: 17s 13/29 [============>.................] - ETA: 16s 14/29 [=============>................] - ETA: 15s 15/29 [==============>...............] - ETA: 14s 16/29 [===============>..............] - ETA: 13s 17/29 [================>.............] - ETA: 12s 18/29 [=================>............] - ETA: 11s 19/29 [==================>...........] - ETA: 10s 20/29 [===================>..........] - ETA: 9s  21/29 [====================>.........] - ETA: 8s 22/29 [=====================>........] - ETA: 7s 23/29 [======================>.......] - ETA: 6s 24/29 [=======================>......] - ETA: 5s 25/29 [========================>.....] - ETA: 4s 26/29 [=========================>....] - ETA: 3s 27/29 [==========================>...] - ETA: 2s 28/29 [===========================>..] - ETA: 1s 29/29 [==============================] - ETA: 0s 29/29 [==============================] - 29s 1s/step + 1/29 [>.............................] - ETA: 0s 2/29 [=>............................] - ETA: 26s 3/29 [==>...........................] - ETA: 25s 4/29 [===>..........................] - ETA: 25s 5/29 [====>.........................] - ETA: 24s 6/29 [=====>........................] - ETA: 23s 7/29 [======>.......................] - ETA: 22s 8/29 [=======>......................] - ETA: 21s 9/29 [========>.....................] - ETA: 20s 10/29 [=========>....................] - ETA: 19s 11/29 [==========>...................] - ETA: 18s 12/29 [===========>..................] - ETA: 17s 13/29 [============>.................] - ETA: 16s 14/29 [=============>................] - ETA: 15s 15/29 [==============>...............] - ETA: 14s 16/29 [===============>..............] - ETA: 13s 17/29 [================>.............] - ETA: 12s 18/29 [=================>............] - ETA: 11s 19/29 [==================>...........] - ETA: 10s 20/29 [===================>..........] - ETA: 9s  21/29 [====================>.........] - ETA: 8s 22/29 [=====================>........] - ETA: 7s 23/29 [======================>.......] - ETA: 6s 24/29 [=======================>......] - ETA: 5s 25/29 [========================>.....] - ETA: 4s 26/29 [=========================>....] - ETA: 3s 27/29 [==========================>...] - ETA: 2s 28/29 [===========================>..] - ETA: 1s 29/29 [==============================] - ETA: 0s 29/29 [==============================] - 30s 1s/step +Saving marginal footprints +2022-09-22_12-53-26: mkdir /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR705KEB//chrombpnet_model_feb15_fold_1//footprints +2022-09-22_12-53-26: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/evaluation/marginal_footprints/marginal_footprinting.py \ + -g /scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ + -r /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR705KEB//chrombpnet_model_feb15_fold_1//filtered.nonpeaks.bed \ + -chr chr1 \ + -m /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR705KEB//chrombpnet_model_feb15_fold_1//bias_model_scaled.h5 \ + -bs 512 \ + -o /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR705KEB//chrombpnet_model_feb15_fold_1//footprints/bias \ + -pwm_f src/evaluation/marginal_footprints/motif_to_pwm.tsv \ + -mo tn5_1,tn5_2,tn5_3,tn5_4,tn5_5 + MOTIF_NAME MOTIF_PWM_FWD +0 tn5_1 GCACAGTACAGAGCTG +1 tn5_2 GTGCACAGTTCTAGAGTGTGCAG +2 tn5_3 CCTCTACACTGTGCAGAA +3 tn5_4 GCACAGTTCTAGACTGTGCAG +4 tn5_5 CTGCACAGTGTAGAGTTGTGC +5 dnase_1 TTTACAAGTCCA +6 dnase_2 TGTACTTACGAA +7 NRF1 GCGCATGCGC +8 AP1 CGATATGACTCATCCC +9 CTCF TTGGCCACTAGGGGGCGCTAT +10 ETS CCGAAAGCGGAAGTGAGAC +11 SP1 AAGGGGGCGGGGCCTAA +12 RUNX CCCTAACCACAGCCC +13 NFKB GCAAGGGAAATTCCCCAGG +14 GATA+TAL GGCTGGGGGGGGCAGATAAGGCC +15 TAL GGCTGGG +16 NFYB CCAGCCAATCAGAGC +17 GABPA GAAACCGGAAGTGGCC +18 BACH1+MAFK AACTGCTGAGTCATCCCG +19 NRF1 CCCCGCGCATGCGCAGTGC +20 HNF4G CCGTTGGACTTTGGACCCTG +got the model +Model: "model" +__________________________________________________________________________________________________ +Layer (type) Output Shape Param # Connected to +================================================================================================== +sequence (InputLayer) [(None, 2114, 4)] 0 +__________________________________________________________________________________________________ +bpnet_1st_conv (Conv1D) (None, 2094, 128) 10880 sequence[0][0] +__________________________________________________________________________________________________ +bpnet_1conv (Conv1D) (None, 2090, 128) 49280 bpnet_1st_conv[0][0] +__________________________________________________________________________________________________ +bpnet_1crop (Cropping1D) (None, 2090, 128) 0 bpnet_1st_conv[0][0] +__________________________________________________________________________________________________ +add (Add) (None, 2090, 128) 0 bpnet_1conv[0][0] + bpnet_1crop[0][0] +__________________________________________________________________________________________________ +bpnet_2conv (Conv1D) (None, 2082, 128) 49280 add[0][0] +__________________________________________________________________________________________________ +bpnet_2crop (Cropping1D) (None, 2082, 128) 0 add[0][0] +__________________________________________________________________________________________________ +add_1 (Add) (None, 2082, 128) 0 bpnet_2conv[0][0] + bpnet_2crop[0][0] +__________________________________________________________________________________________________ +bpnet_3conv (Conv1D) (None, 2066, 128) 49280 add_1[0][0] +__________________________________________________________________________________________________ +bpnet_3crop (Cropping1D) (None, 2066, 128) 0 add_1[0][0] +__________________________________________________________________________________________________ +add_2 (Add) (None, 2066, 128) 0 bpnet_3conv[0][0] + bpnet_3crop[0][0] +__________________________________________________________________________________________________ +bpnet_4conv (Conv1D) (None, 2034, 128) 49280 add_2[0][0] +__________________________________________________________________________________________________ +bpnet_4crop (Cropping1D) (None, 2034, 128) 0 add_2[0][0] +__________________________________________________________________________________________________ +add_3 (Add) (None, 2034, 128) 0 bpnet_4conv[0][0] + bpnet_4crop[0][0] +__________________________________________________________________________________________________ +prof_out_precrop (Conv1D) (None, 1960, 1) 9601 add_3[0][0] +__________________________________________________________________________________________________ +logits_profile_predictions_pref (None, 1000, 1) 0 prof_out_precrop[0][0] +__________________________________________________________________________________________________ +gap (GlobalAveragePooling1D) (None, 128) 0 add_3[0][0] +__________________________________________________________________________________________________ +logits_profile_predictions (Fla (None, 1000) 0 logits_profile_predictions_prefla +__________________________________________________________________________________________________ +logcount_predictions (Dense) (None, 1) 129 gap[0][0] +================================================================================================== +Total params: 217,730 +Trainable params: 217,730 +Non-trainable params: 0 +__________________________________________________________________________________________________ +inferred model inputlen: 2114 +inferred model outputlen: 1000 +inserting motif: tn5_1 +GCACAGTACAGAGCTG + 1/29 [>.............................] - ETA: 5:32 3/29 [==>...........................] - ETA: 1s  4/29 [===>..........................] - ETA: 1s 5/29 [====>.........................] - ETA: 1s 6/29 [=====>........................] - ETA: 1s 7/29 [======>.......................] - ETA: 1s 8/29 [=======>......................] - ETA: 1s 9/29 [========>.....................] - ETA: 1s 10/29 [=========>....................] - ETA: 1s 11/29 [==========>...................] - ETA: 1s 12/29 [===========>..................] - ETA: 1s 13/29 [============>.................] - ETA: 1s 14/29 [=============>................] - ETA: 1s 15/29 [==============>...............] - ETA: 1s 16/29 [===============>..............] - ETA: 1s 17/29 [================>.............] - ETA: 0s 18/29 [=================>............] - ETA: 0s 19/29 [==================>...........] - ETA: 0s 20/29 [===================>..........] - ETA: 0s 21/29 [====================>.........] - ETA: 0s 22/29 [=====================>........] - ETA: 0s 23/29 [======================>.......] - ETA: 0s 24/29 [=======================>......] - ETA: 0s 25/29 [========================>.....] - ETA: 0s 26/29 [=========================>....] - ETA: 0s 27/29 [==========================>...] - ETA: 0s 28/29 [===========================>..] - ETA: 0s 29/29 [==============================] - ETA: 0s 29/29 [==============================] - 24s 419ms/step + 1/29 [>.............................] - ETA: 0s 2/29 [=>............................] - ETA: 2s 3/29 [==>...........................] - ETA: 2s 4/29 [===>..........................] - ETA: 2s 5/29 [====>.........................] - ETA: 2s 6/29 [=====>........................] - ETA: 1s 7/29 [======>.......................] - ETA: 1s 8/29 [=======>......................] - ETA: 1s 9/29 [========>.....................] - ETA: 1s 10/29 [=========>....................] - ETA: 1s 11/29 [==========>...................] - ETA: 1s 12/29 [===========>..................] - ETA: 1s 13/29 [============>.................] - ETA: 1s 14/29 [=============>................] - ETA: 1s 15/29 [==============>...............] - ETA: 1s 16/29 [===============>..............] - ETA: 1s 17/29 [================>.............] - ETA: 1s 18/29 [=================>............] - ETA: 0s 19/29 [==================>...........] - ETA: 0s 20/29 [===================>..........] - ETA: 0s 21/29 [====================>.........] - ETA: 0s 22/29 [=====================>........] - ETA: 0s 23/29 [======================>.......] - ETA: 0s 24/29 [=======================>......] - ETA: 0s 25/29 [========================>.....] - ETA: 0s 26/29 [=========================>....] - ETA: 0s 27/29 [==========================>...] - ETA: 0s 28/29 [===========================>..] - ETA: 0s 29/29 [==============================] - ETA: 0s 29/29 [==============================] - 2s 88ms/step +inserting motif: tn5_2 +GTGCACAGTTCTAGAGTGTGCAG + 1/29 [>.............................] - ETA: 0s 2/29 [=>............................] - ETA: 2s 3/29 [==>...........................] - ETA: 2s 4/29 [===>..........................] - ETA: 2s 5/29 [====>.........................] - ETA: 2s 6/29 [=====>........................] - ETA: 1s 7/29 [======>.......................] - ETA: 1s 8/29 [=======>......................] - ETA: 1s 9/29 [========>.....................] - ETA: 1s 10/29 [=========>....................] - ETA: 1s 11/29 [==========>...................] - ETA: 1s 12/29 [===========>..................] - ETA: 1s 13/29 [============>.................] - ETA: 1s 14/29 [=============>................] - ETA: 1s 15/29 [==============>...............] - ETA: 1s 16/29 [===============>..............] - ETA: 1s 17/29 [================>.............] - ETA: 1s 18/29 [=================>............] - ETA: 0s 19/29 [==================>...........] - ETA: 0s 20/29 [===================>..........] - ETA: 0s 21/29 [====================>.........] - ETA: 0s 22/29 [=====================>........] - ETA: 0s 23/29 [======================>.......] - ETA: 0s 24/29 [=======================>......] - ETA: 0s 25/29 [========================>.....] - ETA: 0s 26/29 [=========================>....] - ETA: 0s 27/29 [==========================>...] - ETA: 0s 28/29 [===========================>..] - ETA: 0s 29/29 [==============================] - ETA: 0s 29/29 [==============================] - 2s 88ms/step + 1/29 [>.............................] - ETA: 0s 2/29 [=>............................] - ETA: 2s 3/29 [==>...........................] - ETA: 2s 4/29 [===>..........................] - ETA: 2s 5/29 [====>.........................] - ETA: 2s 6/29 [=====>........................] - ETA: 1s 7/29 [======>.......................] - ETA: 1s 8/29 [=======>......................] - ETA: 1s 9/29 [========>.....................] - ETA: 1s 10/29 [=========>....................] - ETA: 1s 11/29 [==========>...................] - ETA: 1s 12/29 [===========>..................] - ETA: 1s 13/29 [============>.................] - ETA: 1s 14/29 [=============>................] - ETA: 1s 15/29 [==============>...............] - ETA: 1s 16/29 [===============>..............] - ETA: 1s 17/29 [================>.............] - ETA: 1s 18/29 [=================>............] - ETA: 0s 19/29 [==================>...........] - ETA: 0s 20/29 [===================>..........] - ETA: 0s 21/29 [====================>.........] - ETA: 0s 22/29 [=====================>........] - ETA: 0s 23/29 [======================>.......] - ETA: 0s 24/29 [=======================>......] - ETA: 0s 25/29 [========================>.....] - ETA: 0s 26/29 [=========================>....] - ETA: 0s 27/29 [==========================>...] - ETA: 0s 28/29 [===========================>..] - ETA: 0s 29/29 [==============================] - ETA: 0s 29/29 [==============================] - 2s 88ms/step +inserting motif: tn5_3 +CCTCTACACTGTGCAGAA + 1/29 [>.............................] - ETA: 0s 2/29 [=>............................] - ETA: 2s 3/29 [==>...........................] - ETA: 2s 4/29 [===>..........................] - ETA: 2s 5/29 [====>.........................] - ETA: 2s 6/29 [=====>........................] - ETA: 1s 7/29 [======>.......................] - ETA: 1s 8/29 [=======>......................] - ETA: 1s 9/29 [========>.....................] - ETA: 1s 10/29 [=========>....................] - ETA: 1s 11/29 [==========>...................] - ETA: 1s 12/29 [===========>..................] - ETA: 1s 13/29 [============>.................] - ETA: 1s 14/29 [=============>................] - ETA: 1s 15/29 [==============>...............] - ETA: 1s 16/29 [===============>..............] - ETA: 1s 17/29 [================>.............] - ETA: 1s 18/29 [=================>............] - ETA: 0s 19/29 [==================>...........] - ETA: 0s 20/29 [===================>..........] - ETA: 0s 21/29 [====================>.........] - ETA: 0s 22/29 [=====================>........] - ETA: 0s 23/29 [======================>.......] - ETA: 0s 24/29 [=======================>......] - ETA: 0s 25/29 [========================>.....] - ETA: 0s 26/29 [=========================>....] - ETA: 0s 27/29 [==========================>...] - ETA: 0s 28/29 [===========================>..] - ETA: 0s 29/29 [==============================] - ETA: 0s 29/29 [==============================] - 2s 88ms/step + 1/29 [>.............................] - ETA: 0s 2/29 [=>............................] - ETA: 2s 3/29 [==>...........................] - ETA: 2s 4/29 [===>..........................] - ETA: 2s 5/29 [====>.........................] - ETA: 2s 6/29 [=====>........................] - ETA: 1s 7/29 [======>.......................] - ETA: 1s 8/29 [=======>......................] - ETA: 1s 9/29 [========>.....................] - ETA: 1s 10/29 [=========>....................] - ETA: 1s 11/29 [==========>...................] - ETA: 1s 12/29 [===========>..................] - ETA: 1s 13/29 [============>.................] - ETA: 1s 14/29 [=============>................] - ETA: 1s 15/29 [==============>...............] - ETA: 1s 16/29 [===============>..............] - ETA: 1s 17/29 [================>.............] - ETA: 1s 18/29 [=================>............] - ETA: 0s 19/29 [==================>...........] - ETA: 0s 20/29 [===================>..........] - ETA: 0s 21/29 [====================>.........] - ETA: 0s 22/29 [=====================>........] - ETA: 0s 23/29 [======================>.......] - ETA: 0s 24/29 [=======================>......] - ETA: 0s 25/29 [========================>.....] - ETA: 0s 26/29 [=========================>....] - ETA: 0s 27/29 [==========================>...] - ETA: 0s 28/29 [===========================>..] - ETA: 0s 29/29 [==============================] - ETA: 0s 29/29 [==============================] - 2s 88ms/step +inserting motif: tn5_4 +GCACAGTTCTAGACTGTGCAG + 1/29 [>.............................] - ETA: 0s 2/29 [=>............................] - ETA: 2s 3/29 [==>...........................] - ETA: 2s 4/29 [===>..........................] - ETA: 2s 5/29 [====>.........................] - ETA: 2s 6/29 [=====>........................] - ETA: 1s 7/29 [======>.......................] - ETA: 1s 8/29 [=======>......................] - ETA: 1s 9/29 [========>.....................] - ETA: 1s 10/29 [=========>....................] - ETA: 1s 11/29 [==========>...................] - ETA: 1s 12/29 [===========>..................] - ETA: 1s 13/29 [============>.................] - ETA: 1s 14/29 [=============>................] - ETA: 1s 15/29 [==============>...............] - ETA: 1s 16/29 [===============>..............] - ETA: 1s 17/29 [================>.............] - ETA: 1s 18/29 [=================>............] - ETA: 0s 19/29 [==================>...........] - ETA: 0s 20/29 [===================>..........] - ETA: 0s 21/29 [====================>.........] - ETA: 0s 22/29 [=====================>........] - ETA: 0s 23/29 [======================>.......] - ETA: 0s 24/29 [=======================>......] - ETA: 0s 25/29 [========================>.....] - ETA: 0s 26/29 [=========================>....] - ETA: 0s 27/29 [==========================>...] - ETA: 0s 28/29 [===========================>..] - ETA: 0s 29/29 [==============================] - ETA: 0s 29/29 [==============================] - 2s 88ms/step + 1/29 [>.............................] - ETA: 0s 2/29 [=>............................] - ETA: 2s 3/29 [==>...........................] - ETA: 2s 4/29 [===>..........................] - ETA: 2s 5/29 [====>.........................] - ETA: 2s 6/29 [=====>........................] - ETA: 1s 7/29 [======>.......................] - ETA: 1s 8/29 [=======>......................] - ETA: 1s 9/29 [========>.....................] - ETA: 1s 10/29 [=========>....................] - ETA: 1s 11/29 [==========>...................] - ETA: 1s 12/29 [===========>..................] - ETA: 1s 13/29 [============>.................] - ETA: 1s 14/29 [=============>................] - ETA: 1s 15/29 [==============>...............] - ETA: 1s 16/29 [===============>..............] - ETA: 1s 17/29 [================>.............] - ETA: 1s 18/29 [=================>............] - ETA: 0s 19/29 [==================>...........] - ETA: 0s 20/29 [===================>..........] - ETA: 0s 21/29 [====================>.........] - ETA: 0s 22/29 [=====================>........] - ETA: 0s 23/29 [======================>.......] - ETA: 0s 24/29 [=======================>......] - ETA: 0s 25/29 [========================>.....] - ETA: 0s 26/29 [=========================>....] - ETA: 0s 27/29 [==========================>...] - ETA: 0s 28/29 [===========================>..] - ETA: 0s 29/29 [==============================] - ETA: 0s 29/29 [==============================] - 2s 88ms/step +inserting motif: tn5_5 +CTGCACAGTGTAGAGTTGTGC + 1/29 [>.............................] - ETA: 0s 2/29 [=>............................] - ETA: 2s 3/29 [==>...........................] - ETA: 2s 4/29 [===>..........................] - ETA: 2s 5/29 [====>.........................] - ETA: 2s 6/29 [=====>........................] - ETA: 1s 7/29 [======>.......................] - ETA: 1s 8/29 [=======>......................] - ETA: 1s 9/29 [========>.....................] - ETA: 1s 10/29 [=========>....................] - ETA: 1s 11/29 [==========>...................] - ETA: 1s 12/29 [===========>..................] - ETA: 1s 13/29 [============>.................] - ETA: 1s 14/29 [=============>................] - ETA: 1s 15/29 [==============>...............] - ETA: 1s 16/29 [===============>..............] - ETA: 1s 17/29 [================>.............] - ETA: 1s 18/29 [=================>............] - ETA: 0s 19/29 [==================>...........] - ETA: 0s 20/29 [===================>..........] - ETA: 0s 21/29 [====================>.........] - ETA: 0s 22/29 [=====================>........] - ETA: 0s 23/29 [======================>.......] - ETA: 0s 24/29 [=======================>......] - ETA: 0s 25/29 [========================>.....] - ETA: 0s 26/29 [=========================>....] - ETA: 0s 27/29 [==========================>...] - ETA: 0s 28/29 [===========================>..] - ETA: 0s 29/29 [==============================] - ETA: 0s 29/29 [==============================] - 2s 88ms/step + 1/29 [>.............................] - ETA: 0s 2/29 [=>............................] - ETA: 2s 3/29 [==>...........................] - ETA: 2s 4/29 [===>..........................] - ETA: 2s 5/29 [====>.........................] - ETA: 2s 6/29 [=====>........................] - ETA: 1s 7/29 [======>.......................] - ETA: 1s 8/29 [=======>......................] - ETA: 1s 9/29 [========>.....................] - ETA: 1s 10/29 [=========>....................] - ETA: 1s 11/29 [==========>...................] - ETA: 1s 12/29 [===========>..................] - ETA: 1s 13/29 [============>.................] - ETA: 1s 14/29 [=============>................] - ETA: 1s 15/29 [==============>...............] - ETA: 1s 16/29 [===============>..............] - ETA: 1s 17/29 [================>.............] - ETA: 1s 18/29 [=================>............] - ETA: 0s 19/29 [==================>...........] - ETA: 0s 20/29 [===================>..........] - ETA: 0s 21/29 [====================>.........] - ETA: 0s 22/29 [=====================>........] - ETA: 0s 23/29 [======================>.......] - ETA: 0s 24/29 [=======================>......] - ETA: 0s 25/29 [========================>.....] - ETA: 0s 26/29 [=========================>....] - ETA: 0s 27/29 [==========================>...] - ETA: 0s 28/29 [===========================>..] - ETA: 0s 29/29 [==============================] - ETA: 0s 29/29 [==============================] - 2s 88ms/step +Saving marginal footprints