DNase-seq DNASE_SE /scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_3.json Mon Oct 17 06:08:09 2022 +-----------------------------------------------------------------------------+ | NVIDIA-SMI 515.65.01 Driver Version: 515.65.01 CUDA Version: 11.7 | |-------------------------------+----------------------+----------------------+ | GPU Name Persistence-M| Bus-Id Disp.A | Volatile Uncorr. ECC | | Fan Temp Perf Pwr:Usage/Cap| Memory-Usage | GPU-Util Compute M. | | | | MIG M. | |===============================+======================+======================| | 0 NVIDIA GeForce ... On | 00000000:8A:00.0 Off | N/A | | 32% 33C P8 25W / 315W | 1MiB / 24576MiB | 0% E. Process | | | | N/A | +-------------------------------+----------------------+----------------------+ +-----------------------------------------------------------------------------+ | Processes: | | GPU GI CI PID Type Process name GPU Memory | | ID ID Usage | |=============================================================================| | No running processes found | +-----------------------------------------------------------------------------+ No logfile supplied - creating one 2022-10-17_06-08-15: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/helpers/hyperparameters/find_chrombpnet_hyperparams.py \ --genome=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ --bigwig=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR922YEW//preprocessing/bigWigs/ENCSR922YEW.bigWig \ --peaks=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR922YEW//preprocessing/downloads/peaks.bed.gz \ --nonpeaks=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR922YEW//negatives_data/negatives_with_summit.bed \ --outlier_threshold=0.99 \ --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_3.json \ --negative_sampling_ratio=0.1 \ --inputlen=2114 \ --outputlen=1000 \ --max_jitter=500 \ --filters=512 \ --n_dilation_layers=8 \ --bias_model_path=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/ENCSR880CUB/fold_3/bias.h5 \ --output_dir=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR922YEW//chrombppnet_model_encsr880cub_bias_fold_3/ evaluating hyperparameters on the following chromosomes ['chr1', 'chr2', 'chr3', 'chr4', 'chr7', 'chr8', 'chr9', 'chr11', 'chr12', 'chr13', 'chr15', 'chr16', 'chr17', 'chr19', 'chrX', 'chrY', 'chr6', 'chr21'] Number of peaks input: 158471 Number of peaks filtered because the input/output is on the edge: 0 Number of peaks being used: 158471 Number of peaks input: 41529 Number of peaks filtered because the input/output is on the edge: 0 Number of peaks being used: 41529 Number of non peaks input: 159953 Number of non peaks filtered because the input/output is on the edge: 0 Number of non peaks being used: 159953 Number of non peaks input: 40046 Number of non peaks filtered because the input/output is on the edge: 0 Number of non peaks being used: 40046 Number of peaks after removing outliers: 156727 Number of nonpeaks after removing outliers: 142108 got the model Model: "model" __________________________________________________________________________________________________ Layer (type) Output Shape Param # Connected to ================================================================================================== sequence (InputLayer) [(None, 2114, 4)] 0 __________________________________________________________________________________________________ bpnet_1st_conv (Conv1D) (None, 2094, 128) 10880 sequence[0][0] __________________________________________________________________________________________________ bpnet_1conv (Conv1D) (None, 2090, 128) 49280 bpnet_1st_conv[0][0] __________________________________________________________________________________________________ bpnet_1crop (Cropping1D) (None, 2090, 128) 0 bpnet_1st_conv[0][0] __________________________________________________________________________________________________ add (Add) (None, 2090, 128) 0 bpnet_1conv[0][0] bpnet_1crop[0][0] __________________________________________________________________________________________________ bpnet_2conv (Conv1D) (None, 2082, 128) 49280 add[0][0] __________________________________________________________________________________________________ bpnet_2crop (Cropping1D) (None, 2082, 128) 0 add[0][0] __________________________________________________________________________________________________ add_1 (Add) (None, 2082, 128) 0 bpnet_2conv[0][0] bpnet_2crop[0][0] __________________________________________________________________________________________________ bpnet_3conv (Conv1D) (None, 2066, 128) 49280 add_1[0][0] __________________________________________________________________________________________________ bpnet_3crop (Cropping1D) (None, 2066, 128) 0 add_1[0][0] __________________________________________________________________________________________________ add_2 (Add) (None, 2066, 128) 0 bpnet_3conv[0][0] bpnet_3crop[0][0] __________________________________________________________________________________________________ bpnet_4conv (Conv1D) (None, 2034, 128) 49280 add_2[0][0] __________________________________________________________________________________________________ bpnet_4crop (Cropping1D) (None, 2034, 128) 0 add_2[0][0] __________________________________________________________________________________________________ add_3 (Add) (None, 2034, 128) 0 bpnet_4conv[0][0] bpnet_4crop[0][0] __________________________________________________________________________________________________ prof_out_precrop (Conv1D) (None, 1960, 1) 9601 add_3[0][0] __________________________________________________________________________________________________ logits_profile_predictions_pref (None, 1000, 1) 0 prof_out_precrop[0][0] __________________________________________________________________________________________________ gap (GlobalAveragePooling1D) (None, 128) 0 add_3[0][0] __________________________________________________________________________________________________ logits_profile_predictions (Fla (None, 1000) 0 logits_profile_predictions_prefla __________________________________________________________________________________________________ logcount_predictions (Dense) (None, 1) 129 gap[0][0] ================================================================================================== Total params: 217,730 Trainable params: 217,730 Non-trainable params: 0 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[============================>.] - ETA: 0s 4441/4441 [==============================] - ETA: 0s 4441/4441 [==============================] - 75s 11ms/step 2022-10-17_06-16-39: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/train.py \ --genome=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ --bigwig=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR922YEW//preprocessing/bigWigs/ENCSR922YEW.bigWig \ --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR922YEW//chrombppnet_model_encsr880cub_bias_fold_3//filtered.peaks.bed \ --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR922YEW//chrombppnet_model_encsr880cub_bias_fold_3//filtered.nonpeaks.bed \ --params=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR922YEW//chrombppnet_model_encsr880cub_bias_fold_3//chrombpnet_model_params.tsv \ --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR922YEW//chrombppnet_model_encsr880cub_bias_fold_3//chrombpnet \ --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_3.json \ --batch_size=64 \ --architecture_from_file=/home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/models/chrombpnet_with_bias_model.py \ --trackables logcount_predictions_loss loss logits_profile_predictions_loss val_logcount_predictions_loss val_loss val_logits_profile_predictions_loss {'counts_loss_weight': '27.2', 'filters': '512', 'n_dil_layers': '8', 'bias_model_path': '/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR922YEW//chrombppnet_model_encsr880cub_bias_fold_3/bias_model_scaled.h5', 'inputlen': '2114', 'outputlen': '1000', 'max_jitter': '500', 'chr_fold_path': '/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_3.json', 'negative_sampling_ratio': '0.1'} got the model loading peaks... got split:train for bed regions:(141983, 10) loading nonpeaks... got split:train for bed regions:(131328, 10) loading peaks... got split:valid for bed regions:(14744, 10) loading nonpeaks... got split:valid for bed regions:(10780, 10) Epoch 1/50 1/2441 [..............................] - ETA: 123:01:12 - loss: 1084.3542 - logits_profile_predictions_loss: 1023.0509 - logcount_predictions_loss: 2.2538 2/2441 [..............................] - ETA: 12:48 - loss: 1315.7946 - logits_profile_predictions_loss: 1070.2296 - logcount_predictions_loss: 9.0281  3/2441 [..............................] - ETA: 12:35 - loss: 1311.2150 - logits_profile_predictions_loss: 1047.8391 - logcount_predictions_loss: 9.6829 4/2441 [..............................] - ETA: 12:30 - loss: 1291.0880 - logits_profile_predictions_loss: 1033.5753 - logcount_predictions_loss: 9.4674 5/2441 [..............................] - ETA: 12:29 - loss: 1260.5049 - logits_profile_predictions_loss: 1014.6080 - logcount_predictions_loss: 9.0403 6/2441 [..............................] - ETA: 12:28 - loss: 1232.2031 - logits_profile_predictions_loss: 998.5096 - logcount_predictions_loss: 8.5917  7/2441 [..............................] - ETA: 12:26 - loss: 1208.4376 - logits_profile_predictions_loss: 985.9724 - logcount_predictions_loss: 8.1789 8/2441 [..............................] - ETA: 12:25 - loss: 1188.4960 - logits_profile_predictions_loss: 976.0711 - logcount_predictions_loss: 7.8097 9/2441 [..............................] - ETA: 12:24 - loss: 1173.2525 - logits_profile_predictions_loss: 969.5636 - logcount_predictions_loss: 7.4886 10/2441 [..............................] - ETA: 12:24 - loss: 1162.4824 - logits_profile_predictions_loss: 966.3850 - logcount_predictions_loss: 7.2095 11/2441 [..............................] - ETA: 12:23 - loss: 1152.1551 - logits_profile_predictions_loss: 962.9532 - logcount_predictions_loss: 6.9560 12/2441 [..............................] - ETA: 12:22 - loss: 1142.5780 - logits_profile_predictions_loss: 959.5972 - logcount_predictions_loss: 6.7272 13/2441 [..............................] - ETA: 12:22 - loss: 1134.2412 - logits_profile_predictions_loss: 956.8517 - logcount_predictions_loss: 6.5217 14/2441 [..............................] - ETA: 12:22 - loss: 1126.6551 - logits_profile_predictions_loss: 954.4092 - logcount_predictions_loss: 6.3326 15/2441 [..............................] - ETA: 12:21 - loss: 1120.3736 - logits_profile_predictions_loss: 952.7701 - logcount_predictions_loss: 6.1619 16/2441 [..............................] - ETA: 12:21 - loss: 1114.8022 - logits_profile_predictions_loss: 951.4358 - logcount_predictions_loss: 6.0061 17/2441 [..............................] - ETA: 12:20 - loss: 1111.2324 - logits_profile_predictions_loss: 951.6545 - logcount_predictions_loss: 5.8668 18/2441 [..............................] - ETA: 12:20 - loss: 1107.9276 - logits_profile_predictions_loss: 951.8361 - logcount_predictions_loss: 5.7387 19/2441 [..............................] - ETA: 12:19 - loss: 1104.9581 - logits_profile_predictions_loss: 952.0949 - logcount_predictions_loss: 5.6200 20/2441 [..............................] - ETA: 12:19 - loss: 1102.2404 - logits_profile_predictions_loss: 952.3768 - logcount_predictions_loss: 5.5097 21/2441 [..............................] - ETA: 12:19 - loss: 1099.6079 - logits_profile_predictions_loss: 952.5452 - logcount_predictions_loss: 5.4067 22/2441 [..............................] - ETA: 12:18 - loss: 1096.9872 - logits_profile_predictions_loss: 952.5580 - logcount_predictions_loss: 5.3099 23/2441 [..............................] - ETA: 12:18 - loss: 1094.6844 - logits_profile_predictions_loss: 952.7090 - logcount_predictions_loss: 5.2197 24/2441 [..............................] - ETA: 12:17 - loss: 1092.4631 - logits_profile_predictions_loss: 952.7906 - logcount_predictions_loss: 5.1350 25/2441 [..............................] - ETA: 12:17 - loss: 1090.4067 - logits_profile_predictions_loss: 952.8988 - logcount_predictions_loss: 5.0554 26/2441 [..............................] - ETA: 12:17 - loss: 1088.5447 - logits_profile_predictions_loss: 953.0676 - logcount_predictions_loss: 4.9808 27/2441 [..............................] - ETA: 12:16 - loss: 1086.7248 - logits_profile_predictions_loss: 953.1716 - logcount_predictions_loss: 4.9100 28/2441 [..............................] - ETA: 12:16 - loss: 1084.9676 - logits_profile_predictions_loss: 953.2441 - logcount_predictions_loss: 4.8428 29/2441 [..............................] - ETA: 12:15 - loss: 1083.4116 - logits_profile_predictions_loss: 953.4078 - logcount_predictions_loss: 4.7795 30/2441 [..............................] - ETA: 12:15 - loss: 1082.1771 - logits_profile_predictions_loss: 953.7809 - logcount_predictions_loss: 4.7204 31/2441 [..............................] - ETA: 12:15 - loss: 1080.9330 - logits_profile_predictions_loss: 954.0688 - logcount_predictions_loss: 4.6641 32/2441 [..............................] - ETA: 12:14 - loss: 1079.6127 - logits_profile_predictions_loss: 954.2151 - logcount_predictions_loss: 4.6102 33/2441 [..............................] - ETA: 12:14 - loss: 1078.2826 - logits_profile_predictions_loss: 954.2905 - logcount_predictions_loss: 4.5585 34/2441 [..............................] - ETA: 12:14 - loss: 1076.9586 - logits_profile_predictions_loss: 954.3138 - logcount_predictions_loss: 4.5090 35/2441 [..............................] - ETA: 12:13 - loss: 1075.7776 - logits_profile_predictions_loss: 954.4153 - logcount_predictions_loss: 4.4618 36/2441 [..............................] - ETA: 12:13 - loss: 1074.6451 - logits_profile_predictions_loss: 954.5107 - logcount_predictions_loss: 4.4167 37/2441 [..............................] - ETA: 12:13 - loss: 1073.4730 - logits_profile_predictions_loss: 954.5191 - logcount_predictions_loss: 4.3733 38/2441 [..............................] - ETA: 12:12 - loss: 1072.4164 - logits_profile_predictions_loss: 954.5927 - logcount_predictions_loss: 4.3318 39/2441 [..............................] - ETA: 12:12 - loss: 1071.2817 - logits_profile_predictions_loss: 954.5524 - logcount_predictions_loss: 4.2915 40/2441 [..............................] - ETA: 12:12 - loss: 1070.3301 - logits_profile_predictions_loss: 954.6407 - logcount_predictions_loss: 4.2533 41/2441 [..............................] - ETA: 12:11 - loss: 1069.4124 - logits_profile_predictions_loss: 954.7241 - logcount_predictions_loss: 4.2165 42/2441 [..............................] - ETA: 12:11 - loss: 1068.4647 - logits_profile_predictions_loss: 954.7452 - logcount_predictions_loss: 4.1809 43/2441 [..............................] - ETA: 12:11 - loss: 1067.6092 - logits_profile_predictions_loss: 954.8198 - logcount_predictions_loss: 4.1467 44/2441 [..............................] - ETA: 12:10 - loss: 1066.7144 - logits_profile_predictions_loss: 954.8289 - logcount_predictions_loss: 4.1134 45/2441 [..............................] - ETA: 12:10 - loss: 1065.7508 - logits_profile_predictions_loss: 954.7461 - logcount_predictions_loss: 4.0811 46/2441 [..............................] - ETA: 12:10 - loss: 1064.8004 - logits_profile_predictions_loss: 954.6453 - logcount_predictions_loss: 4.0498 47/2441 [..............................] - ETA: 12:09 - loss: 1063.8774 - logits_profile_predictions_loss: 954.5445 - logcount_predictions_loss: 4.0196 48/2441 [..............................] - ETA: 12:09 - loss: 1063.0316 - logits_profile_predictions_loss: 954.4877 - logcount_predictions_loss: 3.9906 49/2441 [..............................] - ETA: 12:09 - loss: 1062.1583 - logits_profile_predictions_loss: 954.3814 - logcount_predictions_loss: 3.9624 50/2441 [..............................] - ETA: 12:08 - loss: 1061.2501 - logits_profile_predictions_loss: 954.2198 - logcount_predictions_loss: 3.9349 51/2441 [..............................] - ETA: 12:08 - loss: 1060.3016 - logits_profile_predictions_loss: 953.9993 - logcount_predictions_loss: 3.9082 52/2441 [..............................] - ETA: 12:08 - loss: 1059.4221 - logits_profile_predictions_loss: 953.8216 - logcount_predictions_loss: 3.8824 53/2441 [..............................] - ETA: 12:08 - loss: 1058.5141 - logits_profile_predictions_loss: 953.5987 - logcount_predictions_loss: 3.8572 54/2441 [..............................] - ETA: 12:07 - loss: 1057.6114 - logits_profile_predictions_loss: 953.3625 - logcount_predictions_loss: 3.8327 55/2441 [..............................] - ETA: 12:07 - loss: 1056.7297 - logits_profile_predictions_loss: 953.1260 - logcount_predictions_loss: 3.8090 56/2441 [..............................] - ETA: 12:07 - loss: 1055.9063 - logits_profile_predictions_loss: 952.9255 - logcount_predictions_loss: 3.7861 57/2441 [..............................] - ETA: 12:06 - loss: 1055.0835 - logits_profile_predictions_loss: 952.7108 - logcount_predictions_loss: 3.7637 58/2441 [..............................] - ETA: 12:06 - loss: 1054.2887 - logits_profile_predictions_loss: 952.5070 - logcount_predictions_loss: 3.7420 59/2441 [..............................] - ETA: 12:06 - loss: 1053.4800 - logits_profile_predictions_loss: 952.2745 - logcount_predictions_loss: 3.7208 60/2441 [..............................] - ETA: 12:05 - loss: 1052.7567 - logits_profile_predictions_loss: 952.1049 - logcount_predictions_loss: 3.7004 61/2441 [..............................] - ETA: 12:05 - loss: 1052.0828 - logits_profile_predictions_loss: 951.9665 - logcount_predictions_loss: 3.6807 62/2441 [..............................] - ETA: 12:04 - loss: 1051.3752 - logits_profile_predictions_loss: 951.7852 - logcount_predictions_loss: 3.6614 63/2441 [..............................] - ETA: 12:04 - loss: 1050.6974 - logits_profile_predictions_loss: 951.6189 - logcount_predictions_loss: 3.6426 64/2441 [..............................] - ETA: 12:04 - loss: 1050.0078 - logits_profile_predictions_loss: 951.4304 - logcount_predictions_loss: 3.6242 65/2441 [..............................] - ETA: 12:03 - loss: 1049.3297 - logits_profile_predictions_loss: 951.2418 - logcount_predictions_loss: 3.6062 66/2441 [..............................] - ETA: 12:03 - loss: 1048.6619 - logits_profile_predictions_loss: 951.0508 - logcount_predictions_loss: 3.5886 67/2441 [..............................] - ETA: 12:03 - loss: 1048.0233 - logits_profile_predictions_loss: 950.8763 - logcount_predictions_loss: 3.5716 68/2441 [..............................] - ETA: 12:02 - loss: 1047.3905 - logits_profile_predictions_loss: 950.6965 - logcount_predictions_loss: 3.5549 69/2441 [..............................] - ETA: 12:02 - loss: 1046.7726 - logits_profile_predictions_loss: 950.5212 - logcount_predictions_loss: 3.5387 70/2441 [..............................] - ETA: 12:02 - loss: 1046.1442 - logits_profile_predictions_loss: 950.3266 - logcount_predictions_loss: 3.5227 71/2441 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logits_profile_predictions_loss: 942.4587 - logcount_predictions_loss: 2.7420 195/2441 [=>............................] - ETA: 11:23 - loss: 1016.9218 - logits_profile_predictions_loss: 942.4122 - logcount_predictions_loss: 2.7393 196/2441 [=>............................] - ETA: 11:23 - loss: 1016.7997 - logits_profile_predictions_loss: 942.3616 - logcount_predictions_loss: 2.7367 197/2441 [=>............................] - ETA: 11:22 - loss: 1016.6769 - logits_profile_predictions_loss: 942.3097 - logcount_predictions_loss: 2.7341 198/2441 [=>............................] - ETA: 11:22 - loss: 1016.5559 - logits_profile_predictions_loss: 942.2590 - logcount_predictions_loss: 2.7315 199/2441 [=>............................] - ETA: 11:22 - loss: 1016.4319 - logits_profile_predictions_loss: 942.2051 - logcount_predictions_loss: 2.7289 200/2441 [=>............................] - ETA: 11:21 - loss: 1016.3102 - logits_profile_predictions_loss: 942.1527 - logcount_predictions_loss: 2.7264 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logits_profile_predictions_loss: 941.8161 - logcount_predictions_loss: 2.7092 208/2441 [=>............................] - ETA: 11:19 - loss: 1015.3944 - logits_profile_predictions_loss: 941.7694 - logcount_predictions_loss: 2.7068 209/2441 [=>............................] - ETA: 11:19 - loss: 1015.2822 - logits_profile_predictions_loss: 941.7213 - logcount_predictions_loss: 2.7044 210/2441 [=>............................] - ETA: 11:18 - loss: 1015.1705 - logits_profile_predictions_loss: 941.6730 - logcount_predictions_loss: 2.7021 211/2441 [=>............................] - ETA: 11:18 - loss: 1015.0567 - logits_profile_predictions_loss: 941.6224 - logcount_predictions_loss: 2.6998 212/2441 [=>............................] - ETA: 11:18 - loss: 1014.9510 - logits_profile_predictions_loss: 941.5786 - logcount_predictions_loss: 2.6975 213/2441 [=>............................] - ETA: 11:18 - loss: 1014.8467 - logits_profile_predictions_loss: 941.5354 - logcount_predictions_loss: 2.6953 214/2441 [=>............................] - ETA: 11:17 - loss: 1014.7410 - logits_profile_predictions_loss: 941.4905 - logcount_predictions_loss: 2.6930 215/2441 [=>............................] - ETA: 11:17 - loss: 1014.6405 - logits_profile_predictions_loss: 941.4499 - logcount_predictions_loss: 2.6908 216/2441 [=>............................] - ETA: 11:17 - loss: 1014.5402 - logits_profile_predictions_loss: 941.4091 - logcount_predictions_loss: 2.6886 217/2441 [=>............................] - ETA: 11:16 - loss: 1014.4349 - logits_profile_predictions_loss: 941.3632 - logcount_predictions_loss: 2.6865 218/2441 [=>............................] - ETA: 11:16 - loss: 1014.3337 - logits_profile_predictions_loss: 941.3208 - logcount_predictions_loss: 2.6843 219/2441 [=>............................] - ETA: 11:16 - loss: 1014.2324 - logits_profile_predictions_loss: 941.2779 - logcount_predictions_loss: 2.6822 220/2441 [=>............................] - ETA: 11:15 - loss: 1014.1283 - logits_profile_predictions_loss: 941.2320 - logcount_predictions_loss: 2.6800 221/2441 [=>............................] - ETA: 11:15 - loss: 1014.0293 - logits_profile_predictions_loss: 941.1901 - logcount_predictions_loss: 2.6779 222/2441 [=>............................] - ETA: 11:15 - loss: 1013.9312 - logits_profile_predictions_loss: 941.1486 - logcount_predictions_loss: 2.6758 223/2441 [=>............................] - ETA: 11:15 - loss: 1013.8341 - logits_profile_predictions_loss: 941.1076 - logcount_predictions_loss: 2.6738 224/2441 [=>............................] - ETA: 11:14 - loss: 1013.7363 - logits_profile_predictions_loss: 941.0656 - logcount_predictions_loss: 2.6717 225/2441 [=>............................] - ETA: 11:14 - loss: 1013.6386 - logits_profile_predictions_loss: 941.0234 - logcount_predictions_loss: 2.6697 226/2441 [=>............................] - ETA: 11:14 - loss: 1013.5397 - logits_profile_predictions_loss: 940.9796 - logcount_predictions_loss: 2.6677 227/2441 [=>............................] - ETA: 11:13 - loss: 1013.4423 - logits_profile_predictions_loss: 940.9369 - logcount_predictions_loss: 2.6656 228/2441 [=>............................] - ETA: 11:13 - loss: 1013.3452 - logits_profile_predictions_loss: 940.8940 - logcount_predictions_loss: 2.6636 229/2441 [=>............................] - ETA: 11:13 - loss: 1013.2488 - logits_profile_predictions_loss: 940.8515 - logcount_predictions_loss: 2.6617 230/2441 [=>............................] - ETA: 11:13 - loss: 1013.1561 - logits_profile_predictions_loss: 940.8119 - logcount_predictions_loss: 2.6597 231/2441 [=>............................] - ETA: 11:12 - loss: 1013.0632 - logits_profile_predictions_loss: 940.7718 - logcount_predictions_loss: 2.6578 232/2441 [=>............................] - ETA: 11:12 - loss: 1012.9671 - logits_profile_predictions_loss: 940.7284 - logcount_predictions_loss: 2.6558 233/2441 [=>............................] - ETA: 11:12 - loss: 1012.8705 - logits_profile_predictions_loss: 940.6842 - logcount_predictions_loss: 2.6539 234/2441 [=>............................] - ETA: 11:11 - loss: 1012.7751 - logits_profile_predictions_loss: 940.6410 - logcount_predictions_loss: 2.6520 235/2441 [=>............................] - ETA: 11:11 - loss: 1012.6791 - logits_profile_predictions_loss: 940.5969 - logcount_predictions_loss: 2.6501 236/2441 [=>............................] - ETA: 11:11 - loss: 1012.5839 - logits_profile_predictions_loss: 940.5531 - logcount_predictions_loss: 2.6482 237/2441 [=>............................] - ETA: 11:10 - loss: 1012.4896 - logits_profile_predictions_loss: 940.5099 - logcount_predictions_loss: 2.6463 238/2441 [=>............................] - ETA: 11:10 - loss: 1012.3953 - logits_profile_predictions_loss: 940.4664 - logcount_predictions_loss: 2.6444 239/2441 [=>............................] - ETA: 11:10 - loss: 1012.3007 - logits_profile_predictions_loss: 940.4222 - logcount_predictions_loss: 2.6426 240/2441 [=>............................] - ETA: 11:10 - loss: 1012.2035 - logits_profile_predictions_loss: 940.3753 - logcount_predictions_loss: 2.6407 241/2441 [=>............................] - ETA: 11:09 - loss: 1012.1085 - logits_profile_predictions_loss: 940.3301 - logcount_predictions_loss: 2.6389 242/2441 [=>............................] - ETA: 11:09 - loss: 1012.0139 - logits_profile_predictions_loss: 940.2850 - logcount_predictions_loss: 2.6371 243/2441 [=>............................] - ETA: 11:09 - loss: 1011.9239 - logits_profile_predictions_loss: 940.2439 - logcount_predictions_loss: 2.6353 244/2441 [=>............................] - ETA: 11:08 - loss: 1011.8307 - logits_profile_predictions_loss: 940.1995 - logcount_predictions_loss: 2.6335 245/2441 [==>...........................] - ETA: 11:08 - loss: 1011.7381 - logits_profile_predictions_loss: 940.1553 - logcount_predictions_loss: 2.6317 246/2441 [==>...........................] - ETA: 11:08 - loss: 1011.6472 - logits_profile_predictions_loss: 940.1125 - logcount_predictions_loss: 2.6300 247/2441 [==>...........................] - ETA: 11:08 - loss: 1011.5575 - logits_profile_predictions_loss: 940.0703 - logcount_predictions_loss: 2.6282 248/2441 [==>...........................] - ETA: 11:07 - loss: 1011.4693 - logits_profile_predictions_loss: 940.0292 - logcount_predictions_loss: 2.6265 249/2441 [==>...........................] - ETA: 11:07 - loss: 1011.3803 - logits_profile_predictions_loss: 939.9872 - logcount_predictions_loss: 2.6248 250/2441 [==>...........................] - ETA: 11:07 - loss: 1011.2935 - logits_profile_predictions_loss: 939.9468 - logcount_predictions_loss: 2.6230 251/2441 [==>...........................] - ETA: 11:06 - loss: 1011.2100 - logits_profile_predictions_loss: 939.9091 - logcount_predictions_loss: 2.6214 252/2441 [==>...........................] - ETA: 11:06 - loss: 1011.1268 - logits_profile_predictions_loss: 939.8713 - logcount_predictions_loss: 2.6197 253/2441 [==>...........................] - ETA: 11:06 - loss: 1011.0466 - logits_profile_predictions_loss: 939.8360 - logcount_predictions_loss: 2.6180 254/2441 [==>...........................] - ETA: 11:05 - loss: 1010.9677 - logits_profile_predictions_loss: 939.8017 - logcount_predictions_loss: 2.6164 255/2441 [==>...........................] - ETA: 11:05 - loss: 1010.8871 - logits_profile_predictions_loss: 939.7656 - logcount_predictions_loss: 2.6148 256/2441 [==>...........................] - ETA: 11:05 - loss: 1010.8074 - logits_profile_predictions_loss: 939.7301 - logcount_predictions_loss: 2.6131 257/2441 [==>...........................] - ETA: 11:05 - loss: 1010.7321 - logits_profile_predictions_loss: 939.6984 - logcount_predictions_loss: 2.6115 258/2441 [==>...........................] - ETA: 11:04 - loss: 1010.6571 - logits_profile_predictions_loss: 939.6667 - logcount_predictions_loss: 2.6099 259/2441 [==>...........................] - ETA: 11:04 - loss: 1010.5816 - logits_profile_predictions_loss: 939.6343 - logcount_predictions_loss: 2.6084 260/2441 [==>...........................] - ETA: 11:04 - loss: 1010.5077 - logits_profile_predictions_loss: 939.6033 - logcount_predictions_loss: 2.6068 261/2441 [==>...........................] - ETA: 11:03 - loss: 1010.4326 - logits_profile_predictions_loss: 939.5708 - logcount_predictions_loss: 2.6052 262/2441 [==>...........................] - ETA: 11:03 - loss: 1010.3581 - logits_profile_predictions_loss: 939.5388 - logcount_predictions_loss: 2.6037 263/2441 [==>...........................] - ETA: 11:03 - loss: 1010.2867 - logits_profile_predictions_loss: 939.5092 - logcount_predictions_loss: 2.6021 264/2441 [==>...........................] - ETA: 11:03 - loss: 1010.2192 - logits_profile_predictions_loss: 939.4829 - logcount_predictions_loss: 2.6006 265/2441 [==>...........................] - ETA: 11:02 - loss: 1010.1505 - logits_profile_predictions_loss: 939.4554 - logcount_predictions_loss: 2.5991 266/2441 [==>...........................] - ETA: 11:02 - loss: 1010.0814 - logits_profile_predictions_loss: 939.4274 - logcount_predictions_loss: 2.5976 267/2441 [==>...........................] - ETA: 11:02 - loss: 1010.0135 - logits_profile_predictions_loss: 939.4002 - logcount_predictions_loss: 2.5961 268/2441 [==>...........................] - ETA: 11:01 - loss: 1009.9486 - logits_profile_predictions_loss: 939.3754 - logcount_predictions_loss: 2.5946 269/2441 [==>...........................] - ETA: 11:01 - loss: 1009.8816 - logits_profile_predictions_loss: 939.3485 - logcount_predictions_loss: 2.5931 270/2441 [==>...........................] - ETA: 11:01 - loss: 1009.8183 - logits_profile_predictions_loss: 939.3250 - logcount_predictions_loss: 2.5917 271/2441 [==>...........................] - ETA: 11:00 - loss: 1009.7547 - logits_profile_predictions_loss: 939.3008 - logcount_predictions_loss: 2.5902 272/2441 [==>...........................] - ETA: 11:00 - loss: 1009.6928 - logits_profile_predictions_loss: 939.2781 - logcount_predictions_loss: 2.5888 273/2441 [==>...........................] - ETA: 11:00 - loss: 1009.6296 - logits_profile_predictions_loss: 939.2539 - logcount_predictions_loss: 2.5873 274/2441 [==>...........................] - ETA: 11:00 - loss: 1009.5661 - logits_profile_predictions_loss: 939.2293 - logcount_predictions_loss: 2.5859 275/2441 [==>...........................] - ETA: 10:59 - loss: 1009.5026 - logits_profile_predictions_loss: 939.2045 - logcount_predictions_loss: 2.5845 276/2441 [==>...........................] - ETA: 10:59 - loss: 1009.4372 - logits_profile_predictions_loss: 939.1777 - logcount_predictions_loss: 2.5831 277/2441 [==>...........................] - ETA: 10:59 - loss: 1009.3711 - logits_profile_predictions_loss: 939.1502 - logcount_predictions_loss: 2.5817 278/2441 [==>...........................] - ETA: 10:58 - loss: 1009.3070 - logits_profile_predictions_loss: 939.1242 - logcount_predictions_loss: 2.5803 279/2441 [==>...........................] - ETA: 10:58 - loss: 1009.2439 - logits_profile_predictions_loss: 939.0989 - logcount_predictions_loss: 2.5789 280/2441 [==>...........................] - ETA: 10:58 - loss: 1009.1800 - logits_profile_predictions_loss: 939.0726 - logcount_predictions_loss: 2.5775 281/2441 [==>...........................] - ETA: 10:57 - loss: 1009.1188 - logits_profile_predictions_loss: 939.0484 - logcount_predictions_loss: 2.5761 282/2441 [==>...........................] - ETA: 10:57 - loss: 1009.0569 - logits_profile_predictions_loss: 939.0235 - logcount_predictions_loss: 2.5748 283/2441 [==>...........................] - ETA: 10:57 - loss: 1008.9954 - logits_profile_predictions_loss: 938.9986 - logcount_predictions_loss: 2.5734 284/2441 [==>...........................] - ETA: 10:57 - loss: 1008.9335 - logits_profile_predictions_loss: 938.9732 - logcount_predictions_loss: 2.5721 285/2441 [==>...........................] - ETA: 10:56 - loss: 1008.8710 - logits_profile_predictions_loss: 938.9470 - logcount_predictions_loss: 2.5707 286/2441 [==>...........................] - ETA: 10:56 - loss: 1008.8105 - logits_profile_predictions_loss: 938.9223 - logcount_predictions_loss: 2.5694 287/2441 [==>...........................] - ETA: 10:56 - loss: 1008.7505 - logits_profile_predictions_loss: 938.8977 - logcount_predictions_loss: 2.5681 288/2441 [==>...........................] - ETA: 10:55 - loss: 1008.6874 - logits_profile_predictions_loss: 938.8703 - logcount_predictions_loss: 2.5668 289/2441 [==>...........................] - ETA: 10:55 - loss: 1008.6256 - logits_profile_predictions_loss: 938.8437 - logcount_predictions_loss: 2.5655 290/2441 [==>...........................] - ETA: 10:55 - loss: 1008.5618 - logits_profile_predictions_loss: 938.8151 - logcount_predictions_loss: 2.5642 291/2441 [==>...........................] - ETA: 10:55 - loss: 1008.4989 - logits_profile_predictions_loss: 938.7871 - logcount_predictions_loss: 2.5629 292/2441 [==>...........................] - ETA: 10:54 - loss: 1008.4360 - logits_profile_predictions_loss: 938.7589 - logcount_predictions_loss: 2.5617 293/2441 [==>...........................] - ETA: 10:54 - loss: 1008.3715 - logits_profile_predictions_loss: 938.7291 - logcount_predictions_loss: 2.5604 294/2441 [==>...........................] - ETA: 10:54 - loss: 1008.3076 - logits_profile_predictions_loss: 938.6995 - logcount_predictions_loss: 2.5591 295/2441 [==>...........................] - ETA: 10:53 - loss: 1008.2434 - logits_profile_predictions_loss: 938.6696 - logcount_predictions_loss: 2.5579 296/2441 [==>...........................] - ETA: 10:53 - loss: 1008.1803 - logits_profile_predictions_loss: 938.6405 - logcount_predictions_loss: 2.5566 297/2441 [==>...........................] - ETA: 10:53 - loss: 1008.1171 - logits_profile_predictions_loss: 938.6111 - logcount_predictions_loss: 2.5554 298/2441 [==>...........................] - ETA: 10:52 - loss: 1008.0538 - logits_profile_predictions_loss: 938.5815 - logcount_predictions_loss: 2.5541 299/2441 [==>...........................] - ETA: 10:52 - loss: 1007.9921 - logits_profile_predictions_loss: 938.5531 - logcount_predictions_loss: 2.5529 300/2441 [==>...........................] - ETA: 10:52 - loss: 1007.9302 - logits_profile_predictions_loss: 938.5243 - logcount_predictions_loss: 2.5517 301/2441 [==>...........................] - ETA: 10:52 - loss: 1007.8672 - logits_profile_predictions_loss: 938.4942 - logcount_predictions_loss: 2.5505 302/2441 [==>...........................] - ETA: 10:51 - loss: 1007.8043 - logits_profile_predictions_loss: 938.4642 - logcount_predictions_loss: 2.5493 303/2441 [==>...........................] - ETA: 10:51 - loss: 1007.7413 - logits_profile_predictions_loss: 938.4338 - logcount_predictions_loss: 2.5481 304/2441 [==>...........................] - ETA: 10:51 - loss: 1007.6792 - logits_profile_predictions_loss: 938.4042 - logcount_predictions_loss: 2.5469 305/2441 [==>...........................] - ETA: 10:50 - loss: 1007.6162 - logits_profile_predictions_loss: 938.3735 - logcount_predictions_loss: 2.5457 306/2441 [==>...........................] - ETA: 10:50 - loss: 1007.5519 - logits_profile_predictions_loss: 938.3415 - logcount_predictions_loss: 2.5445 307/2441 [==>...........................] - ETA: 10:50 - loss: 1007.4874 - logits_profile_predictions_loss: 938.3091 - logcount_predictions_loss: 2.5433 308/2441 [==>...........................] - ETA: 10:50 - loss: 1007.4213 - logits_profile_predictions_loss: 938.2752 - logcount_predictions_loss: 2.5421 309/2441 [==>...........................] - ETA: 10:49 - loss: 1007.3577 - logits_profile_predictions_loss: 938.2433 - logcount_predictions_loss: 2.5410 310/2441 [==>...........................] - ETA: 10:49 - loss: 1007.2958 - logits_profile_predictions_loss: 938.2129 - logcount_predictions_loss: 2.5398 311/2441 [==>...........................] - ETA: 10:49 - loss: 1007.2355 - logits_profile_predictions_loss: 938.1838 - logcount_predictions_loss: 2.5387 312/2441 [==>...........................] - ETA: 10:48 - loss: 1007.1773 - logits_profile_predictions_loss: 938.1564 - logcount_predictions_loss: 2.5375 313/2441 [==>...........................] - ETA: 10:48 - loss: 1007.1200 - logits_profile_predictions_loss: 938.1296 - logcount_predictions_loss: 2.5364 314/2441 [==>...........................] - ETA: 10:48 - loss: 1007.0632 - logits_profile_predictions_loss: 938.1030 - logcount_predictions_loss: 2.5353 315/2441 [==>...........................] - ETA: 10:47 - loss: 1007.0053 - logits_profile_predictions_loss: 938.0752 - logcount_predictions_loss: 2.5342 316/2441 [==>...........................] - ETA: 10:47 - loss: 1006.9472 - logits_profile_predictions_loss: 938.0471 - logcount_predictions_loss: 2.5331 317/2441 [==>...........................] - ETA: 10:47 - loss: 1006.8894 - logits_profile_predictions_loss: 938.0190 - logcount_predictions_loss: 2.5320 318/2441 [==>...........................] - ETA: 10:47 - loss: 1006.8322 - logits_profile_predictions_loss: 937.9914 - logcount_predictions_loss: 2.5309 319/2441 [==>...........................] - ETA: 10:46 - loss: 1006.7757 - logits_profile_predictions_loss: 937.9642 - logcount_predictions_loss: 2.5298 320/2441 [==>...........................] - ETA: 10:46 - loss: 1006.7217 - logits_profile_predictions_loss: 937.9391 - logcount_predictions_loss: 2.5288 321/2441 [==>...........................] - ETA: 10:46 - loss: 1006.6693 - logits_profile_predictions_loss: 937.9153 - logcount_predictions_loss: 2.5277 322/2441 [==>...........................] - ETA: 10:45 - loss: 1006.6184 - logits_profile_predictions_loss: 937.8927 - logcount_predictions_loss: 2.5267 323/2441 [==>...........................] - ETA: 10:45 - loss: 1006.5688 - logits_profile_predictions_loss: 937.8711 - logcount_predictions_loss: 2.5257 324/2441 [==>...........................] - ETA: 10:45 - loss: 1006.5200 - logits_profile_predictions_loss: 937.8502 - logcount_predictions_loss: 2.5246 325/2441 [==>...........................] - ETA: 10:44 - loss: 1006.4714 - logits_profile_predictions_loss: 937.8293 - logcount_predictions_loss: 2.5236 326/2441 [===>..........................] - ETA: 10:44 - loss: 1006.4246 - logits_profile_predictions_loss: 937.8099 - logcount_predictions_loss: 2.5226 327/2441 [===>..........................] - ETA: 10:44 - loss: 1006.3787 - logits_profile_predictions_loss: 937.7913 - logcount_predictions_loss: 2.5216 328/2441 [===>..........................] - ETA: 10:44 - loss: 1006.3344 - logits_profile_predictions_loss: 937.7739 - logcount_predictions_loss: 2.5206 329/2441 [===>..........................] - ETA: 10:43 - loss: 1006.2903 - logits_profile_predictions_loss: 937.7565 - logcount_predictions_loss: 2.5196 330/2441 [===>..........................] - ETA: 10:43 - loss: 1006.2453 - logits_profile_predictions_loss: 937.7382 - logcount_predictions_loss: 2.5186 331/2441 [===>..........................] - ETA: 10:43 - loss: 1006.2010 - logits_profile_predictions_loss: 937.7202 - logcount_predictions_loss: 2.5177 332/2441 [===>..........................] - ETA: 10:42 - loss: 1006.1567 - logits_profile_predictions_loss: 937.7022 - logcount_predictions_loss: 2.5167 333/2441 [===>..........................] - ETA: 10:42 - loss: 1006.1127 - logits_profile_predictions_loss: 937.6843 - logcount_predictions_loss: 2.5158 334/2441 [===>..........................] - ETA: 10:42 - loss: 1006.0680 - logits_profile_predictions_loss: 937.6656 - logcount_predictions_loss: 2.5148 335/2441 [===>..........................] - ETA: 10:41 - loss: 1006.0256 - logits_profile_predictions_loss: 937.6489 - logcount_predictions_loss: 2.5138 336/2441 [===>..........................] - ETA: 10:41 - loss: 1005.9843 - logits_profile_predictions_loss: 937.6331 - logcount_predictions_loss: 2.5129 337/2441 [===>..........................] - ETA: 10:41 - loss: 1005.9433 - logits_profile_predictions_loss: 937.6176 - logcount_predictions_loss: 2.5120 338/2441 [===>..........................] - ETA: 10:41 - loss: 1005.9017 - logits_profile_predictions_loss: 937.6012 - logcount_predictions_loss: 2.5111 339/2441 [===>..........................] - ETA: 10:40 - loss: 1005.8604 - logits_profile_predictions_loss: 937.5850 - logcount_predictions_loss: 2.5101 340/2441 [===>..........................] - ETA: 10:40 - loss: 1005.8174 - logits_profile_predictions_loss: 937.5671 - logcount_predictions_loss: 2.5092 341/2441 [===>..........................] - ETA: 10:40 - loss: 1005.7758 - logits_profile_predictions_loss: 937.5503 - logcount_predictions_loss: 2.5083 342/2441 [===>..........................] - ETA: 10:39 - loss: 1005.7331 - logits_profile_predictions_loss: 937.5324 - logcount_predictions_loss: 2.5074 343/2441 [===>..........................] - ETA: 10:39 - loss: 1005.6897 - logits_profile_predictions_loss: 937.5138 - logcount_predictions_loss: 2.5065 344/2441 [===>..........................] - ETA: 10:39 - loss: 1005.6469 - logits_profile_predictions_loss: 937.4955 - logcount_predictions_loss: 2.5056 345/2441 [===>..........................] - ETA: 10:39 - loss: 1005.6033 - logits_profile_predictions_loss: 937.4764 - logcount_predictions_loss: 2.5047 346/2441 [===>..........................] - ETA: 10:38 - loss: 1005.5601 - logits_profile_predictions_loss: 937.4577 - logcount_predictions_loss: 2.5038 347/2441 [===>..........................] - ETA: 10:38 - loss: 1005.5183 - logits_profile_predictions_loss: 937.4401 - logcount_predictions_loss: 2.5029 348/2441 [===>..........................] - ETA: 10:38 - loss: 1005.4753 - logits_profile_predictions_loss: 937.4212 - logcount_predictions_loss: 2.5020 349/2441 [===>..........................] - ETA: 10:37 - loss: 1005.4308 - logits_profile_predictions_loss: 937.4010 - logcount_predictions_loss: 2.5011 350/2441 [===>..........................] - ETA: 10:37 - loss: 1005.3857 - logits_profile_predictions_loss: 937.3800 - logcount_predictions_loss: 2.5002 351/2441 [===>..........................] - ETA: 10:37 - loss: 1005.3410 - logits_profile_predictions_loss: 937.3594 - logcount_predictions_loss: 2.4993 352/2441 [===>..........................] - ETA: 10:36 - loss: 1005.2944 - logits_profile_predictions_loss: 937.3370 - logcount_predictions_loss: 2.4984 353/2441 [===>..........................] - ETA: 10:36 - loss: 1005.2469 - logits_profile_predictions_loss: 937.3136 - logcount_predictions_loss: 2.4976 354/2441 [===>..........................] - ETA: 10:36 - loss: 1005.2005 - logits_profile_predictions_loss: 937.2911 - logcount_predictions_loss: 2.4967 355/2441 [===>..........................] - ETA: 10:36 - loss: 1005.1546 - logits_profile_predictions_loss: 937.2689 - logcount_predictions_loss: 2.4958 356/2441 [===>..........................] - ETA: 10:35 - loss: 1005.1081 - logits_profile_predictions_loss: 937.2462 - logcount_predictions_loss: 2.4949 357/2441 [===>..........................] - ETA: 10:35 - loss: 1005.0628 - logits_profile_predictions_loss: 937.2244 - logcount_predictions_loss: 2.4941 358/2441 [===>..........................] - ETA: 10:35 - loss: 1005.0172 - logits_profile_predictions_loss: 937.2023 - logcount_predictions_loss: 2.4932 359/2441 [===>..........................] - ETA: 10:34 - loss: 1004.9715 - logits_profile_predictions_loss: 937.1799 - logcount_predictions_loss: 2.4923 360/2441 [===>..........................] - ETA: 10:34 - loss: 1004.9261 - logits_profile_predictions_loss: 937.1577 - logcount_predictions_loss: 2.4915 361/2441 [===>..........................] - ETA: 10:34 - loss: 1004.8808 - logits_profile_predictions_loss: 937.1355 - logcount_predictions_loss: 2.4906 362/2441 [===>..........................] - ETA: 10:33 - loss: 1004.8352 - logits_profile_predictions_loss: 937.1129 - logcount_predictions_loss: 2.4898 363/2441 [===>..........................] - ETA: 10:33 - loss: 1004.7901 - logits_profile_predictions_loss: 937.0906 - logcount_predictions_loss: 2.4890 364/2441 [===>..........................] - ETA: 10:33 - loss: 1004.7453 - logits_profile_predictions_loss: 937.0685 - logcount_predictions_loss: 2.4881 365/2441 [===>..........................] - ETA: 10:33 - loss: 1004.6996 - logits_profile_predictions_loss: 937.0453 - logcount_predictions_loss: 2.4873 366/2441 [===>..........................] - ETA: 10:32 - loss: 1004.6535 - logits_profile_predictions_loss: 937.0218 - logcount_predictions_loss: 2.4865 367/2441 [===>..........................] - ETA: 10:32 - loss: 1004.6081 - logits_profile_predictions_loss: 936.9987 - logcount_predictions_loss: 2.4856 368/2441 [===>..........................] - ETA: 10:32 - loss: 1004.5643 - logits_profile_predictions_loss: 936.9770 - logcount_predictions_loss: 2.4848 369/2441 [===>..........................] - ETA: 10:31 - loss: 1004.5197 - logits_profile_predictions_loss: 936.9544 - logcount_predictions_loss: 2.4840 370/2441 [===>..........................] - ETA: 10:31 - loss: 1004.4753 - logits_profile_predictions_loss: 936.9319 - logcount_predictions_loss: 2.4832 371/2441 [===>..........................] - ETA: 10:31 - loss: 1004.4300 - logits_profile_predictions_loss: 936.9084 - logcount_predictions_loss: 2.4824 372/2441 [===>..........................] - ETA: 10:31 - loss: 1004.3845 - logits_profile_predictions_loss: 936.8847 - logcount_predictions_loss: 2.4816 373/2441 [===>..........................] - ETA: 10:30 - loss: 1004.3411 - logits_profile_predictions_loss: 936.8628 - logcount_predictions_loss: 2.4808 374/2441 [===>..........................] - ETA: 10:30 - loss: 1004.2983 - logits_profile_predictions_loss: 936.8412 - logcount_predictions_loss: 2.4800 375/2441 [===>..........................] - ETA: 10:30 - loss: 1004.2561 - logits_profile_predictions_loss: 936.8202 - logcount_predictions_loss: 2.4793 376/2441 [===>..........................] - ETA: 10:29 - loss: 1004.2146 - logits_profile_predictions_loss: 936.7996 - logcount_predictions_loss: 2.4785 377/2441 [===>..........................] - ETA: 10:29 - loss: 1004.1746 - logits_profile_predictions_loss: 936.7804 - logcount_predictions_loss: 2.4777 378/2441 [===>..........................] - ETA: 10:29 - loss: 1004.1350 - logits_profile_predictions_loss: 936.7614 - logcount_predictions_loss: 2.4770 379/2441 [===>..........................] - ETA: 10:29 - loss: 1004.0954 - logits_profile_predictions_loss: 936.7423 - logcount_predictions_loss: 2.4762 380/2441 [===>..........................] - ETA: 10:28 - loss: 1004.0564 - logits_profile_predictions_loss: 936.7236 - logcount_predictions_loss: 2.4755 381/2441 [===>..........................] - ETA: 10:28 - loss: 1004.0177 - logits_profile_predictions_loss: 936.7051 - logcount_predictions_loss: 2.4747 382/2441 [===>..........................] - ETA: 10:28 - loss: 1003.9787 - logits_profile_predictions_loss: 936.6862 - logcount_predictions_loss: 2.4740 383/2441 [===>..........................] - ETA: 10:27 - loss: 1003.9404 - logits_profile_predictions_loss: 936.6679 - logcount_predictions_loss: 2.4733 384/2441 [===>..........................] - ETA: 10:27 - loss: 1003.9016 - logits_profile_predictions_loss: 936.6490 - logcount_predictions_loss: 2.4725 385/2441 [===>..........................] - ETA: 10:27 - loss: 1003.8629 - logits_profile_predictions_loss: 936.6302 - logcount_predictions_loss: 2.4718 386/2441 [===>..........................] - ETA: 10:26 - loss: 1003.8245 - logits_profile_predictions_loss: 936.6115 - logcount_predictions_loss: 2.4711 387/2441 [===>..........................] - ETA: 10:26 - loss: 1003.7860 - logits_profile_predictions_loss: 936.5928 - logcount_predictions_loss: 2.4703 388/2441 [===>..........................] - ETA: 10:26 - loss: 1003.7481 - logits_profile_predictions_loss: 936.5743 - logcount_predictions_loss: 2.4696 389/2441 [===>..........................] - ETA: 10:26 - loss: 1003.7100 - logits_profile_predictions_loss: 936.5556 - logcount_predictions_loss: 2.4689 390/2441 [===>..........................] - ETA: 10:25 - loss: 1003.6719 - logits_profile_predictions_loss: 936.5369 - logcount_predictions_loss: 2.4682 391/2441 [===>..........................] - ETA: 10:25 - loss: 1003.6327 - logits_profile_predictions_loss: 936.5171 - logcount_predictions_loss: 2.4675 392/2441 [===>..........................] - ETA: 10:25 - loss: 1003.5937 - logits_profile_predictions_loss: 936.4974 - logcount_predictions_loss: 2.4668 393/2441 [===>..........................] - ETA: 10:24 - loss: 1003.5537 - logits_profile_predictions_loss: 936.4766 - logcount_predictions_loss: 2.4661 394/2441 [===>..........................] - ETA: 10:24 - loss: 1003.5135 - logits_profile_predictions_loss: 936.4557 - logcount_predictions_loss: 2.4654 395/2441 [===>..........................] - ETA: 10:24 - loss: 1003.4744 - logits_profile_predictions_loss: 936.4357 - logcount_predictions_loss: 2.4647 396/2441 [===>..........................] - ETA: 10:23 - loss: 1003.4355 - logits_profile_predictions_loss: 936.4157 - logcount_predictions_loss: 2.4640 397/2441 [===>..........................] - ETA: 10:23 - loss: 1003.3972 - logits_profile_predictions_loss: 936.3962 - logcount_predictions_loss: 2.4633 398/2441 [===>..........................] - ETA: 10:23 - loss: 1003.3593 - logits_profile_predictions_loss: 936.3770 - logcount_predictions_loss: 2.4626 399/2441 [===>..........................] - ETA: 10:23 - loss: 1003.3222 - logits_profile_predictions_loss: 936.3585 - logcount_predictions_loss: 2.4619 400/2441 [===>..........................] - ETA: 10:22 - loss: 1003.2861 - logits_profile_predictions_loss: 936.3407 - logcount_predictions_loss: 2.4612 401/2441 [===>..........................] - ETA: 10:22 - loss: 1003.2504 - logits_profile_predictions_loss: 936.3233 - logcount_predictions_loss: 2.4606 402/2441 [===>..........................] - ETA: 10:22 - loss: 1003.2143 - logits_profile_predictions_loss: 936.3054 - logcount_predictions_loss: 2.4599 403/2441 [===>..........................] - ETA: 10:21 - loss: 1003.1785 - logits_profile_predictions_loss: 936.2878 - logcount_predictions_loss: 2.4592 404/2441 [===>..........................] - ETA: 10:21 - loss: 1003.1430 - logits_profile_predictions_loss: 936.2702 - logcount_predictions_loss: 2.4586 405/2441 [===>..........................] - ETA: 10:21 - loss: 1003.1074 - logits_profile_predictions_loss: 936.2525 - logcount_predictions_loss: 2.4579 406/2441 [===>..........................] - ETA: 10:20 - loss: 1003.0718 - logits_profile_predictions_loss: 936.2347 - logcount_predictions_loss: 2.4572 407/2441 [====>.........................] - ETA: 10:20 - loss: 1003.0357 - logits_profile_predictions_loss: 936.2164 - logcount_predictions_loss: 2.4566 408/2441 [====>.........................] - ETA: 10:20 - loss: 1002.9993 - logits_profile_predictions_loss: 936.1978 - logcount_predictions_loss: 2.4559 409/2441 [====>.........................] - ETA: 10:20 - loss: 1002.9623 - logits_profile_predictions_loss: 936.1786 - logcount_predictions_loss: 2.4553 410/2441 [====>.........................] - ETA: 10:19 - loss: 1002.9247 - logits_profile_predictions_loss: 936.1587 - logcount_predictions_loss: 2.4546 411/2441 [====>.........................] - ETA: 10:19 - loss: 1002.8866 - logits_profile_predictions_loss: 936.1383 - logcount_predictions_loss: 2.4540 412/2441 [====>.........................] - ETA: 10:19 - loss: 1002.8481 - logits_profile_predictions_loss: 936.1175 - logcount_predictions_loss: 2.4533 413/2441 [====>.........................] - ETA: 10:18 - loss: 1002.8097 - logits_profile_predictions_loss: 936.0968 - logcount_predictions_loss: 2.4527 414/2441 [====>.........................] - ETA: 10:18 - loss: 1002.7712 - logits_profile_predictions_loss: 936.0758 - logcount_predictions_loss: 2.4520 415/2441 [====>.........................] - ETA: 10:18 - loss: 1002.7341 - logits_profile_predictions_loss: 936.0560 - logcount_predictions_loss: 2.4514 416/2441 [====>.........................] - ETA: 10:17 - loss: 1002.6964 - logits_profile_predictions_loss: 936.0357 - logcount_predictions_loss: 2.4508 417/2441 [====>.........................] - ETA: 10:17 - loss: 1002.6595 - logits_profile_predictions_loss: 936.0161 - logcount_predictions_loss: 2.4501 418/2441 [====>.........................] - ETA: 10:17 - loss: 1002.6226 - logits_profile_predictions_loss: 935.9963 - logcount_predictions_loss: 2.4495 419/2441 [====>.........................] - ETA: 10:17 - loss: 1002.5849 - logits_profile_predictions_loss: 935.9758 - logcount_predictions_loss: 2.4489 420/2441 [====>.........................] - ETA: 10:16 - loss: 1002.5470 - logits_profile_predictions_loss: 935.9550 - logcount_predictions_loss: 2.4482 421/2441 [====>.........................] - ETA: 10:16 - loss: 1002.5092 - logits_profile_predictions_loss: 935.9342 - logcount_predictions_loss: 2.4476 422/2441 [====>.........................] - ETA: 10:16 - loss: 1002.4707 - logits_profile_predictions_loss: 935.9128 - logcount_predictions_loss: 2.4470 423/2441 [====>.........................] - ETA: 10:15 - loss: 1002.4315 - logits_profile_predictions_loss: 935.8907 - logcount_predictions_loss: 2.4464 424/2441 [====>.........................] - ETA: 10:15 - loss: 1002.3928 - logits_profile_predictions_loss: 935.8690 - logcount_predictions_loss: 2.4457 425/2441 [====>.........................] - ETA: 10:15 - loss: 1002.3546 - logits_profile_predictions_loss: 935.8476 - logcount_predictions_loss: 2.4451 426/2441 [====>.........................] - ETA: 10:14 - loss: 1002.3157 - logits_profile_predictions_loss: 935.8255 - logcount_predictions_loss: 2.4445 427/2441 [====>.........................] - ETA: 10:14 - loss: 1002.2770 - logits_profile_predictions_loss: 935.8036 - logcount_predictions_loss: 2.4439 428/2441 [====>.........................] - ETA: 10:14 - loss: 1002.2385 - logits_profile_predictions_loss: 935.7818 - logcount_predictions_loss: 2.4433 429/2441 [====>.........................] - ETA: 10:14 - loss: 1002.1996 - logits_profile_predictions_loss: 935.7596 - logcount_predictions_loss: 2.4427 430/2441 [====>.........................] - ETA: 10:13 - loss: 1002.1606 - logits_profile_predictions_loss: 935.7371 - logcount_predictions_loss: 2.4420 431/2441 [====>.........................] - ETA: 10:13 - loss: 1002.1216 - logits_profile_predictions_loss: 935.7146 - logcount_predictions_loss: 2.4414 432/2441 [====>.........................] - ETA: 10:13 - loss: 1002.0825 - logits_profile_predictions_loss: 935.6919 - logcount_predictions_loss: 2.4408 433/2441 [====>.........................] - ETA: 10:12 - loss: 1002.0438 - logits_profile_predictions_loss: 935.6696 - logcount_predictions_loss: 2.4402 434/2441 [====>.........................] - ETA: 10:12 - loss: 1002.0051 - logits_profile_predictions_loss: 935.6472 - logcount_predictions_loss: 2.4396 435/2441 [====>.........................] - ETA: 10:12 - loss: 1001.9664 - logits_profile_predictions_loss: 935.6247 - logcount_predictions_loss: 2.4390 436/2441 [====>.........................] - ETA: 10:11 - loss: 1001.9277 - logits_profile_predictions_loss: 935.6021 - logcount_predictions_loss: 2.4384 437/2441 [====>.........................] - ETA: 10:11 - loss: 1001.8895 - logits_profile_predictions_loss: 935.5800 - logcount_predictions_loss: 2.4379 438/2441 [====>.........................] - ETA: 10:11 - loss: 1001.8525 - logits_profile_predictions_loss: 935.5588 - logcount_predictions_loss: 2.4373 439/2441 [====>.........................] - ETA: 10:11 - loss: 1001.8155 - logits_profile_predictions_loss: 935.5376 - logcount_predictions_loss: 2.4367 440/2441 [====>.........................] - ETA: 10:10 - loss: 1001.7803 - logits_profile_predictions_loss: 935.5179 - logcount_predictions_loss: 2.4361 441/2441 [====>.........................] - ETA: 10:10 - loss: 1001.7453 - logits_profile_predictions_loss: 935.4984 - logcount_predictions_loss: 2.4356 442/2441 [====>.........................] - ETA: 10:10 - loss: 1001.7106 - logits_profile_predictions_loss: 935.4791 - logcount_predictions_loss: 2.4350 443/2441 [====>.........................] - ETA: 10:09 - loss: 1001.6759 - logits_profile_predictions_loss: 935.4597 - logcount_predictions_loss: 2.4344 444/2441 [====>.........................] - ETA: 10:09 - loss: 1001.6408 - logits_profile_predictions_loss: 935.4400 - logcount_predictions_loss: 2.4339 445/2441 [====>.........................] - ETA: 10:09 - loss: 1001.6062 - logits_profile_predictions_loss: 935.4206 - logcount_predictions_loss: 2.4333 446/2441 [====>.........................] - ETA: 10:08 - loss: 1001.5712 - logits_profile_predictions_loss: 935.4008 - logcount_predictions_loss: 2.4327 447/2441 [====>.........................] - ETA: 10:08 - loss: 1001.5362 - logits_profile_predictions_loss: 935.3810 - logcount_predictions_loss: 2.4322 448/2441 [====>.........................] - ETA: 10:08 - loss: 1001.5013 - logits_profile_predictions_loss: 935.3612 - logcount_predictions_loss: 2.4316 449/2441 [====>.........................] - ETA: 10:08 - loss: 1001.4669 - logits_profile_predictions_loss: 935.3418 - logcount_predictions_loss: 2.4311 450/2441 [====>.........................] - ETA: 10:07 - loss: 1001.4331 - logits_profile_predictions_loss: 935.3229 - logcount_predictions_loss: 2.4305 451/2441 [====>.........................] - ETA: 10:07 - loss: 1001.3997 - logits_profile_predictions_loss: 935.3043 - logcount_predictions_loss: 2.4300 452/2441 [====>.........................] - ETA: 10:07 - loss: 1001.3658 - logits_profile_predictions_loss: 935.2852 - logcount_predictions_loss: 2.4294 453/2441 [====>.........................] - ETA: 10:06 - loss: 1001.3334 - logits_profile_predictions_loss: 935.2674 - logcount_predictions_loss: 2.4289 454/2441 [====>.........................] - ETA: 10:06 - loss: 1001.3013 - logits_profile_predictions_loss: 935.2499 - logcount_predictions_loss: 2.4284 455/2441 [====>.........................] - ETA: 10:06 - loss: 1001.2683 - logits_profile_predictions_loss: 935.2315 - logcount_predictions_loss: 2.4278 456/2441 [====>.........................] - ETA: 10:05 - loss: 1001.2345 - logits_profile_predictions_loss: 935.2123 - logcount_predictions_loss: 2.4273 457/2441 [====>.........................] - ETA: 10:05 - loss: 1001.2005 - logits_profile_predictions_loss: 935.1929 - logcount_predictions_loss: 2.4268 458/2441 [====>.........................] - ETA: 10:05 - loss: 1001.1662 - logits_profile_predictions_loss: 935.1732 - logcount_predictions_loss: 2.4262 459/2441 [====>.........................] - ETA: 10:05 - loss: 1001.1315 - logits_profile_predictions_loss: 935.1530 - logcount_predictions_loss: 2.4257 460/2441 [====>.........................] - ETA: 10:04 - loss: 1001.0964 - logits_profile_predictions_loss: 935.1325 - logcount_predictions_loss: 2.4251 461/2441 [====>.........................] - ETA: 10:04 - loss: 1001.0608 - logits_profile_predictions_loss: 935.1114 - logcount_predictions_loss: 2.4246 462/2441 [====>.........................] - ETA: 10:04 - loss: 1001.0253 - logits_profile_predictions_loss: 935.0904 - logcount_predictions_loss: 2.4241 463/2441 [====>.........................] - ETA: 10:03 - loss: 1000.9900 - logits_profile_predictions_loss: 935.0694 - logcount_predictions_loss: 2.4236 464/2441 [====>.........................] - ETA: 10:03 - loss: 1000.9550 - logits_profile_predictions_loss: 935.0487 - logcount_predictions_loss: 2.4230 465/2441 [====>.........................] - ETA: 10:03 - loss: 1000.9194 - logits_profile_predictions_loss: 935.0274 - logcount_predictions_loss: 2.4225 466/2441 [====>.........................] - ETA: 10:02 - loss: 1000.8835 - logits_profile_predictions_loss: 935.0057 - logcount_predictions_loss: 2.4220 467/2441 [====>.........................] - ETA: 10:02 - loss: 1000.8475 - logits_profile_predictions_loss: 934.9840 - logcount_predictions_loss: 2.4215 468/2441 [====>.........................] - ETA: 10:02 - loss: 1000.8121 - logits_profile_predictions_loss: 934.9627 - logcount_predictions_loss: 2.4209 469/2441 [====>.........................] - ETA: 10:02 - loss: 1000.7764 - logits_profile_predictions_loss: 934.9410 - logcount_predictions_loss: 2.4204 470/2441 [====>.........................] - ETA: 10:01 - loss: 1000.7404 - logits_profile_predictions_loss: 934.9190 - logcount_predictions_loss: 2.4199 471/2441 [====>.........................] - ETA: 10:01 - loss: 1000.7041 - logits_profile_predictions_loss: 934.8967 - logcount_predictions_loss: 2.4194 472/2441 [====>.........................] - ETA: 10:01 - loss: 1000.6683 - logits_profile_predictions_loss: 934.8747 - logcount_predictions_loss: 2.4189 473/2441 [====>.........................] - ETA: 10:00 - loss: 1000.6323 - logits_profile_predictions_loss: 934.8526 - logcount_predictions_loss: 2.4184 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[=====>........................] - ETA: 9:41 - loss: 998.3156 - logits_profile_predictions_loss: 933.3519 - logcount_predictions_loss: 2.3884 540/2441 [=====>........................] - ETA: 9:40 - loss: 998.2803 - logits_profile_predictions_loss: 933.3277 - logcount_predictions_loss: 2.3880 541/2441 [=====>........................] - ETA: 9:40 - loss: 998.2449 - logits_profile_predictions_loss: 933.3034 - logcount_predictions_loss: 2.3876 542/2441 [=====>........................] - ETA: 9:40 - loss: 998.2095 - logits_profile_predictions_loss: 933.2792 - logcount_predictions_loss: 2.3872 543/2441 [=====>........................] - ETA: 9:39 - loss: 998.1743 - logits_profile_predictions_loss: 933.2550 - logcount_predictions_loss: 2.3867 544/2441 [=====>........................] - ETA: 9:39 - loss: 998.1389 - logits_profile_predictions_loss: 933.2306 - logcount_predictions_loss: 2.3863 545/2441 [=====>........................] - ETA: 9:39 - loss: 998.1036 - 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[============================>.] - ETA: 16s - loss: 952.4219 - logits_profile_predictions_loss: 897.7662 - logcount_predictions_loss: 2.0094 2399/2441 [============================>.] - ETA: 16s - loss: 952.4013 - logits_profile_predictions_loss: 897.7522 - logcount_predictions_loss: 2.0092 2400/2441 [============================>.] - ETA: 15s - loss: 952.3806 - logits_profile_predictions_loss: 897.7381 - logcount_predictions_loss: 2.0089 2401/2441 [============================>.] - ETA: 15s - loss: 952.3599 - logits_profile_predictions_loss: 897.7241 - logcount_predictions_loss: 2.0087 2402/2441 [============================>.] - ETA: 14s - loss: 952.3391 - logits_profile_predictions_loss: 897.7100 - logcount_predictions_loss: 2.0084 2403/2441 [============================>.] - ETA: 14s - loss: 952.3184 - logits_profile_predictions_loss: 897.6959 - logcount_predictions_loss: 2.0082 2404/2441 [============================>.] - ETA: 14s - loss: 952.2977 - 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[============================>.] - ETA: 11s - loss: 952.1532 - logits_profile_predictions_loss: 897.5838 - logcount_predictions_loss: 2.0062 2412/2441 [============================>.] - ETA: 11s - loss: 952.1325 - logits_profile_predictions_loss: 897.5697 - logcount_predictions_loss: 2.0060 2413/2441 [============================>.] - ETA: 10s - loss: 952.1119 - logits_profile_predictions_loss: 897.5557 - logcount_predictions_loss: 2.0058 2414/2441 [============================>.] - ETA: 10s - loss: 952.0912 - logits_profile_predictions_loss: 897.5417 - logcount_predictions_loss: 2.0055 2415/2441 [============================>.] - ETA: 9s - loss: 952.0706 - logits_profile_predictions_loss: 897.5277 - logcount_predictions_loss: 2.0053  2416/2441 [============================>.] - ETA: 9s - loss: 952.0500 - logits_profile_predictions_loss: 897.5137 - logcount_predictions_loss: 2.0050 2417/2441 [============================>.] - ETA: 9s - loss: 952.0294 - logits_profile_predictions_loss: 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2431/2441 [============================>.] - ETA: 3s - loss: 951.7415 - logits_profile_predictions_loss: 897.3044 - logcount_predictions_loss: 2.0014 2432/2441 [============================>.] - ETA: 3s - loss: 951.7210 - logits_profile_predictions_loss: 897.2905 - logcount_predictions_loss: 2.0011 2433/2441 [============================>.] - ETA: 3s - loss: 951.7005 - logits_profile_predictions_loss: 897.2766 - logcount_predictions_loss: 2.0009 2434/2441 [============================>.] - ETA: 2s - loss: 951.6800 - logits_profile_predictions_loss: 897.2627 - logcount_predictions_loss: 2.0006 2435/2441 [============================>.] - ETA: 2s - loss: 951.6595 - logits_profile_predictions_loss: 897.2488 - logcount_predictions_loss: 2.0004 2436/2441 [============================>.] - ETA: 1s - loss: 951.6390 - logits_profile_predictions_loss: 897.2349 - logcount_predictions_loss: 2.0002 2437/2441 [============================>.] - ETA: 1s - loss: 951.6186 - logits_profile_predictions_loss: 897.2211 - logcount_predictions_loss: 1.9999 2438/2441 [============================>.] - ETA: 1s - loss: 951.5981 - logits_profile_predictions_loss: 897.2072 - logcount_predictions_loss: 1.9997 2439/2441 [============================>.] - ETA: 0s - loss: 951.5777 - logits_profile_predictions_loss: 897.1934 - logcount_predictions_loss: 1.9994 2440/2441 [============================>.] - ETA: 0s - loss: 951.5574 - logits_profile_predictions_loss: 897.1796 - logcount_predictions_loss: 1.9992 2441/2441 [==============================] - ETA: 0s - loss: 951.5370 - logits_profile_predictions_loss: 897.1659 - logcount_predictions_loss: 1.9989 2441/2441 [==============================] - 1239s 433ms/step - loss: 951.5167 - logits_profile_predictions_loss: 897.1521 - logcount_predictions_loss: 1.9987 - val_loss: 816.5597 - val_logits_profile_predictions_loss: 802.2212 - val_logcount_predictions_loss: 0.5271 Epoch 00001: val_loss improved from inf to 816.55969, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR922YEW//chrombppnet_model_encsr880cub_bias_fold_3/chrombpnet.h5 Epoch 2/50 1/2441 [..............................] - ETA: 12:44 - loss: 824.1873 - logits_profile_predictions_loss: 810.0291 - logcount_predictions_loss: 0.5205 2/2441 [..............................] - ETA: 12:17 - loss: 857.1610 - logits_profile_predictions_loss: 843.3135 - logcount_predictions_loss: 0.5091 3/2441 [..............................] - ETA: 12:17 - loss: 856.0333 - logits_profile_predictions_loss: 842.5501 - logcount_predictions_loss: 0.4957 4/2441 [..............................] - ETA: 12:18 - loss: 853.1605 - logits_profile_predictions_loss: 839.9945 - logcount_predictions_loss: 0.4840 5/2441 [..............................] - ETA: 12:17 - loss: 849.4714 - logits_profile_predictions_loss: 836.5393 - logcount_predictions_loss: 0.4754 6/2441 [..............................] - ETA: 12:17 - loss: 845.7282 - 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[..............................] - ETA: 12:15 - loss: 828.6063 - logits_profile_predictions_loss: 816.1759 - logcount_predictions_loss: 0.4570 14/2441 [..............................] - ETA: 12:14 - loss: 828.0366 - logits_profile_predictions_loss: 815.5489 - logcount_predictions_loss: 0.4591 15/2441 [..............................] - ETA: 12:14 - loss: 828.1526 - logits_profile_predictions_loss: 815.6197 - logcount_predictions_loss: 0.4608 16/2441 [..............................] - ETA: 12:14 - loss: 828.4125 - logits_profile_predictions_loss: 815.8118 - logcount_predictions_loss: 0.4633 17/2441 [..............................] - ETA: 12:14 - loss: 828.4611 - logits_profile_predictions_loss: 815.8048 - logcount_predictions_loss: 0.4653 18/2441 [..............................] - ETA: 12:13 - loss: 828.3999 - logits_profile_predictions_loss: 815.6956 - logcount_predictions_loss: 0.4671 19/2441 [..............................] - ETA: 12:13 - loss: 828.1321 - 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[..............................] - ETA: 12:11 - loss: 826.0353 - logits_profile_predictions_loss: 813.1770 - logcount_predictions_loss: 0.4727 27/2441 [..............................] - ETA: 12:11 - loss: 825.7905 - logits_profile_predictions_loss: 812.9117 - logcount_predictions_loss: 0.4735 28/2441 [..............................] - ETA: 12:11 - loss: 825.4243 - logits_profile_predictions_loss: 812.5310 - logcount_predictions_loss: 0.4740 29/2441 [..............................] - ETA: 12:10 - loss: 825.2630 - logits_profile_predictions_loss: 812.3550 - logcount_predictions_loss: 0.4746 30/2441 [..............................] - ETA: 12:10 - loss: 825.0492 - logits_profile_predictions_loss: 812.1281 - logcount_predictions_loss: 0.4750 31/2441 [..............................] - ETA: 12:10 - loss: 824.9222 - logits_profile_predictions_loss: 811.9863 - logcount_predictions_loss: 0.4756 32/2441 [..............................] - ETA: 12:10 - loss: 824.7461 - 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[===>..........................] - ETA: 10:33 - loss: 837.0706 - logits_profile_predictions_loss: 823.7386 - logcount_predictions_loss: 0.4901 365/2441 [===>..........................] - ETA: 10:32 - loss: 837.0823 - logits_profile_predictions_loss: 823.7501 - logcount_predictions_loss: 0.4902 366/2441 [===>..........................] - ETA: 10:32 - loss: 837.0933 - logits_profile_predictions_loss: 823.7609 - logcount_predictions_loss: 0.4902 367/2441 [===>..........................] - ETA: 10:32 - loss: 837.1045 - logits_profile_predictions_loss: 823.7720 - logcount_predictions_loss: 0.4902 368/2441 [===>..........................] - ETA: 10:31 - loss: 837.1146 - logits_profile_predictions_loss: 823.7820 - logcount_predictions_loss: 0.4902 369/2441 [===>..........................] - ETA: 10:31 - loss: 837.1241 - logits_profile_predictions_loss: 823.7913 - logcount_predictions_loss: 0.4902 370/2441 [===>..........................] - ETA: 10:31 - loss: 837.1329 - 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[===>..........................] - ETA: 10:29 - loss: 837.1885 - logits_profile_predictions_loss: 823.8544 - logcount_predictions_loss: 0.4902 378/2441 [===>..........................] - ETA: 10:28 - loss: 837.1973 - logits_profile_predictions_loss: 823.8630 - logcount_predictions_loss: 0.4902 379/2441 [===>..........................] - ETA: 10:28 - loss: 837.2056 - logits_profile_predictions_loss: 823.8710 - logcount_predictions_loss: 0.4902 380/2441 [===>..........................] - ETA: 10:28 - loss: 837.2140 - logits_profile_predictions_loss: 823.8793 - logcount_predictions_loss: 0.4902 381/2441 [===>..........................] - ETA: 10:28 - loss: 837.2220 - logits_profile_predictions_loss: 823.8871 - logcount_predictions_loss: 0.4903 382/2441 [===>..........................] - ETA: 10:27 - loss: 837.2299 - logits_profile_predictions_loss: 823.8948 - logcount_predictions_loss: 0.4903 383/2441 [===>..........................] - ETA: 10:27 - loss: 837.2369 - 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[===>..........................] - ETA: 10:25 - loss: 837.2825 - logits_profile_predictions_loss: 823.9461 - logcount_predictions_loss: 0.4903 391/2441 [===>..........................] - ETA: 10:25 - loss: 837.2895 - logits_profile_predictions_loss: 823.9528 - logcount_predictions_loss: 0.4903 392/2441 [===>..........................] - ETA: 10:24 - loss: 837.2961 - logits_profile_predictions_loss: 823.9593 - logcount_predictions_loss: 0.4903 393/2441 [===>..........................] - ETA: 10:24 - loss: 837.3028 - logits_profile_predictions_loss: 823.9658 - logcount_predictions_loss: 0.4903 394/2441 [===>..........................] - ETA: 10:24 - loss: 837.3093 - logits_profile_predictions_loss: 823.9721 - logcount_predictions_loss: 0.4903 395/2441 [===>..........................] - ETA: 10:23 - loss: 837.3161 - logits_profile_predictions_loss: 823.9786 - logcount_predictions_loss: 0.4903 396/2441 [===>..........................] - ETA: 10:23 - loss: 837.3221 - logits_profile_predictions_loss: 823.9845 - logcount_predictions_loss: 0.4904 397/2441 [===>..........................] - ETA: 10:23 - loss: 837.3286 - logits_profile_predictions_loss: 823.9908 - logcount_predictions_loss: 0.4904 398/2441 [===>..........................] - ETA: 10:22 - loss: 837.3356 - logits_profile_predictions_loss: 823.9977 - logcount_predictions_loss: 0.4904 399/2441 [===>..........................] - ETA: 10:22 - loss: 837.3417 - logits_profile_predictions_loss: 824.0036 - logcount_predictions_loss: 0.4904 400/2441 [===>..........................] - ETA: 10:22 - loss: 837.3473 - logits_profile_predictions_loss: 824.0089 - logcount_predictions_loss: 0.4904 401/2441 [===>..........................] - ETA: 10:22 - loss: 837.3522 - logits_profile_predictions_loss: 824.0136 - logcount_predictions_loss: 0.4904 402/2441 [===>..........................] - ETA: 10:21 - loss: 837.3572 - logits_profile_predictions_loss: 824.0184 - logcount_predictions_loss: 0.4904 403/2441 [===>..........................] - ETA: 10:21 - loss: 837.3621 - logits_profile_predictions_loss: 824.0231 - logcount_predictions_loss: 0.4904 404/2441 [===>..........................] - ETA: 10:21 - loss: 837.3669 - logits_profile_predictions_loss: 824.0277 - logcount_predictions_loss: 0.4904 405/2441 [===>..........................] - ETA: 10:20 - loss: 837.3724 - logits_profile_predictions_loss: 824.0330 - logcount_predictions_loss: 0.4904 406/2441 [===>..........................] - ETA: 10:20 - loss: 837.3781 - logits_profile_predictions_loss: 824.0385 - logcount_predictions_loss: 0.4904 407/2441 [====>.........................] - ETA: 10:20 - loss: 837.3835 - logits_profile_predictions_loss: 824.0437 - logcount_predictions_loss: 0.4904 408/2441 [====>.........................] - ETA: 10:19 - loss: 837.3884 - logits_profile_predictions_loss: 824.0484 - logcount_predictions_loss: 0.4904 409/2441 [====>.........................] - ETA: 10:19 - loss: 837.3938 - logits_profile_predictions_loss: 824.0536 - logcount_predictions_loss: 0.4905 410/2441 [====>.........................] - ETA: 10:19 - loss: 837.3985 - logits_profile_predictions_loss: 824.0582 - logcount_predictions_loss: 0.4905 411/2441 [====>.........................] - ETA: 10:19 - loss: 837.4033 - logits_profile_predictions_loss: 824.0628 - logcount_predictions_loss: 0.4905 412/2441 [====>.........................] - ETA: 10:18 - loss: 837.4093 - logits_profile_predictions_loss: 824.0686 - logcount_predictions_loss: 0.4905 413/2441 [====>.........................] - ETA: 10:18 - loss: 837.4155 - logits_profile_predictions_loss: 824.0747 - logcount_predictions_loss: 0.4905 414/2441 [====>.........................] - ETA: 10:18 - loss: 837.4211 - logits_profile_predictions_loss: 824.0801 - logcount_predictions_loss: 0.4905 415/2441 [====>.........................] - ETA: 10:17 - loss: 837.4269 - logits_profile_predictions_loss: 824.0858 - logcount_predictions_loss: 0.4905 416/2441 [====>.........................] - ETA: 10:17 - loss: 837.4326 - logits_profile_predictions_loss: 824.0913 - logcount_predictions_loss: 0.4905 417/2441 [====>.........................] - ETA: 10:17 - loss: 837.4379 - logits_profile_predictions_loss: 824.0965 - logcount_predictions_loss: 0.4905 418/2441 [====>.........................] - ETA: 10:16 - loss: 837.4440 - logits_profile_predictions_loss: 824.1024 - logcount_predictions_loss: 0.4905 419/2441 [====>.........................] - ETA: 10:16 - loss: 837.4491 - logits_profile_predictions_loss: 824.1074 - logcount_predictions_loss: 0.4905 420/2441 [====>.........................] - ETA: 10:16 - loss: 837.4549 - logits_profile_predictions_loss: 824.1131 - logcount_predictions_loss: 0.4905 421/2441 [====>.........................] - ETA: 10:16 - loss: 837.4601 - logits_profile_predictions_loss: 824.1182 - logcount_predictions_loss: 0.4905 422/2441 [====>.........................] - ETA: 10:15 - loss: 837.4651 - logits_profile_predictions_loss: 824.1230 - logcount_predictions_loss: 0.4905 423/2441 [====>.........................] - ETA: 10:15 - loss: 837.4700 - logits_profile_predictions_loss: 824.1278 - logcount_predictions_loss: 0.4905 424/2441 [====>.........................] - ETA: 10:15 - loss: 837.4750 - logits_profile_predictions_loss: 824.1326 - logcount_predictions_loss: 0.4905 425/2441 [====>.........................] - ETA: 10:14 - loss: 837.4802 - logits_profile_predictions_loss: 824.1378 - logcount_predictions_loss: 0.4905 426/2441 [====>.........................] - ETA: 10:14 - loss: 837.4853 - logits_profile_predictions_loss: 824.1428 - logcount_predictions_loss: 0.4905 427/2441 [====>.........................] - ETA: 10:14 - loss: 837.4903 - logits_profile_predictions_loss: 824.1477 - logcount_predictions_loss: 0.4905 428/2441 [====>.........................] - ETA: 10:13 - loss: 837.4948 - logits_profile_predictions_loss: 824.1521 - logcount_predictions_loss: 0.4905 429/2441 [====>.........................] - ETA: 10:13 - loss: 837.4984 - logits_profile_predictions_loss: 824.1556 - logcount_predictions_loss: 0.4905 430/2441 [====>.........................] - ETA: 10:13 - loss: 837.5021 - logits_profile_predictions_loss: 824.1593 - logcount_predictions_loss: 0.4906 431/2441 [====>.........................] - ETA: 10:13 - loss: 837.5059 - logits_profile_predictions_loss: 824.1630 - logcount_predictions_loss: 0.4906 432/2441 [====>.........................] - ETA: 10:12 - loss: 837.5098 - logits_profile_predictions_loss: 824.1668 - logcount_predictions_loss: 0.4906 433/2441 [====>.........................] - ETA: 10:12 - loss: 837.5134 - logits_profile_predictions_loss: 824.1703 - logcount_predictions_loss: 0.4906 434/2441 [====>.........................] - ETA: 10:12 - loss: 837.5169 - logits_profile_predictions_loss: 824.1737 - logcount_predictions_loss: 0.4906 435/2441 [====>.........................] - ETA: 10:11 - loss: 837.5202 - 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[====>.........................] - ETA: 9:58 - loss: 837.7113 - logits_profile_predictions_loss: 824.3574 - logcount_predictions_loss: 0.4910 482/2441 [====>.........................] - ETA: 9:57 - loss: 837.7155 - logits_profile_predictions_loss: 824.3614 - logcount_predictions_loss: 0.4910 483/2441 [====>.........................] - ETA: 9:57 - loss: 837.7201 - logits_profile_predictions_loss: 824.3657 - logcount_predictions_loss: 0.4910 484/2441 [====>.........................] - ETA: 9:57 - loss: 837.7244 - logits_profile_predictions_loss: 824.3698 - logcount_predictions_loss: 0.4910 485/2441 [====>.........................] - ETA: 9:56 - loss: 837.7289 - logits_profile_predictions_loss: 824.3741 - logcount_predictions_loss: 0.4910 486/2441 [====>.........................] - ETA: 9:56 - loss: 837.7334 - logits_profile_predictions_loss: 824.3783 - logcount_predictions_loss: 0.4910 487/2441 [====>.........................] - ETA: 9:56 - loss: 837.7374 - 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[============================>.] - ETA: 0s - loss: 834.4811 - logits_profile_predictions_loss: 821.3788 - logcount_predictions_loss: 0.4817 2439/2441 [============================>.] - ETA: 0s - loss: 834.4788 - logits_profile_predictions_loss: 821.3767 - logcount_predictions_loss: 0.4817 2440/2441 [============================>.] - ETA: 0s - loss: 834.4766 - logits_profile_predictions_loss: 821.3745 - logcount_predictions_loss: 0.4817 2441/2441 [==============================] - ETA: 0s - loss: 834.4743 - logits_profile_predictions_loss: 821.3724 - logcount_predictions_loss: 0.4817 2441/2441 [==============================] - 790s 324ms/step - loss: 834.4720 - logits_profile_predictions_loss: 821.3703 - logcount_predictions_loss: 0.4817 - val_loss: 794.7357 - val_logits_profile_predictions_loss: 783.2328 - val_logcount_predictions_loss: 0.4229 Epoch 00002: val_loss improved from 816.55969 to 794.73572, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR922YEW//chrombppnet_model_encsr880cub_bias_fold_3/chrombpnet.h5 Epoch 3/50 1/2441 [..............................] - ETA: 12:56 - loss: 821.9687 - logits_profile_predictions_loss: 810.4387 - logcount_predictions_loss: 0.4239 2/2441 [..............................] - ETA: 12:31 - loss: 785.7466 - logits_profile_predictions_loss: 774.7120 - logcount_predictions_loss: 0.4057 3/2441 [..............................] - ETA: 12:32 - loss: 777.7584 - logits_profile_predictions_loss: 767.0598 - logcount_predictions_loss: 0.3933 4/2441 [..............................] - ETA: 12:34 - loss: 776.2624 - logits_profile_predictions_loss: 765.7743 - logcount_predictions_loss: 0.3856 5/2441 [..............................] - ETA: 12:34 - loss: 774.8877 - logits_profile_predictions_loss: 764.5385 - logcount_predictions_loss: 0.3805 6/2441 [..............................] - ETA: 12:34 - loss: 774.3493 - logits_profile_predictions_loss: 764.0667 - logcount_predictions_loss: 0.3780 7/2441 [..............................] - ETA: 12:34 - loss: 775.7282 - logits_profile_predictions_loss: 765.4891 - logcount_predictions_loss: 0.3764 8/2441 [..............................] - ETA: 12:34 - loss: 777.4778 - logits_profile_predictions_loss: 767.2432 - logcount_predictions_loss: 0.3763 9/2441 [..............................] - ETA: 12:34 - loss: 776.8252 - logits_profile_predictions_loss: 766.5637 - logcount_predictions_loss: 0.3773 10/2441 [..............................] - ETA: 12:33 - loss: 777.0203 - logits_profile_predictions_loss: 766.7396 - logcount_predictions_loss: 0.3780 11/2441 [..............................] - ETA: 12:33 - loss: 778.0095 - logits_profile_predictions_loss: 767.6599 - logcount_predictions_loss: 0.3805 12/2441 [..............................] - ETA: 12:33 - loss: 778.7523 - logits_profile_predictions_loss: 768.3489 - logcount_predictions_loss: 0.3825 13/2441 [..............................] - ETA: 12:33 - loss: 779.7310 - logits_profile_predictions_loss: 769.2832 - logcount_predictions_loss: 0.3841 14/2441 [..............................] - ETA: 12:32 - loss: 780.6752 - logits_profile_predictions_loss: 770.2032 - logcount_predictions_loss: 0.3850 15/2441 [..............................] - ETA: 12:32 - loss: 781.1895 - logits_profile_predictions_loss: 770.6946 - logcount_predictions_loss: 0.3858 16/2441 [..............................] - ETA: 12:32 - loss: 781.8162 - logits_profile_predictions_loss: 771.3149 - logcount_predictions_loss: 0.3861 17/2441 [..............................] - ETA: 12:32 - loss: 782.1529 - logits_profile_predictions_loss: 771.6516 - logcount_predictions_loss: 0.3861 18/2441 [..............................] - ETA: 12:31 - loss: 782.9621 - logits_profile_predictions_loss: 772.4435 - logcount_predictions_loss: 0.3867 19/2441 [..............................] - ETA: 12:31 - loss: 783.5050 - logits_profile_predictions_loss: 772.9766 - logcount_predictions_loss: 0.3871 20/2441 [..............................] - ETA: 12:31 - loss: 783.9439 - logits_profile_predictions_loss: 773.4016 - logcount_predictions_loss: 0.3876 21/2441 [..............................] - ETA: 12:31 - loss: 784.5088 - logits_profile_predictions_loss: 773.9593 - logcount_predictions_loss: 0.3879 22/2441 [..............................] - ETA: 12:30 - loss: 785.0896 - logits_profile_predictions_loss: 774.5308 - logcount_predictions_loss: 0.3882 23/2441 [..............................] - ETA: 12:30 - loss: 785.5999 - logits_profile_predictions_loss: 775.0278 - logcount_predictions_loss: 0.3887 24/2441 [..............................] - ETA: 12:30 - loss: 786.2188 - logits_profile_predictions_loss: 775.6267 - logcount_predictions_loss: 0.3894 25/2441 [..............................] - ETA: 12:29 - loss: 787.1092 - logits_profile_predictions_loss: 776.4999 - logcount_predictions_loss: 0.3900 26/2441 [..............................] - ETA: 12:29 - loss: 787.7882 - 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[..............................] - ETA: 12:27 - loss: 792.0304 - logits_profile_predictions_loss: 781.2965 - logcount_predictions_loss: 0.3946 34/2441 [..............................] - ETA: 12:27 - loss: 792.6096 - logits_profile_predictions_loss: 781.8619 - logcount_predictions_loss: 0.3951 35/2441 [..............................] - ETA: 12:26 - loss: 793.2284 - logits_profile_predictions_loss: 782.4675 - logcount_predictions_loss: 0.3956 36/2441 [..............................] - ETA: 12:26 - loss: 793.8798 - logits_profile_predictions_loss: 783.1049 - logcount_predictions_loss: 0.3961 37/2441 [..............................] - ETA: 12:26 - loss: 794.5142 - logits_profile_predictions_loss: 783.7172 - logcount_predictions_loss: 0.3969 38/2441 [..............................] - ETA: 12:26 - loss: 795.0931 - logits_profile_predictions_loss: 784.2765 - logcount_predictions_loss: 0.3977 39/2441 [..............................] - ETA: 12:25 - loss: 795.6981 - logits_profile_predictions_loss: 784.8608 - logcount_predictions_loss: 0.3984 40/2441 [..............................] - ETA: 12:25 - loss: 796.2694 - logits_profile_predictions_loss: 785.4111 - logcount_predictions_loss: 0.3992 41/2441 [..............................] - ETA: 12:25 - loss: 796.8296 - logits_profile_predictions_loss: 785.9521 - logcount_predictions_loss: 0.3999 42/2441 [..............................] - ETA: 12:24 - loss: 797.3557 - logits_profile_predictions_loss: 786.4607 - logcount_predictions_loss: 0.4006 43/2441 [..............................] - ETA: 12:24 - loss: 797.8636 - logits_profile_predictions_loss: 786.9484 - logcount_predictions_loss: 0.4013 44/2441 [..............................] - ETA: 12:24 - loss: 798.2984 - logits_profile_predictions_loss: 787.3655 - logcount_predictions_loss: 0.4019 45/2441 [..............................] - ETA: 12:24 - loss: 798.6608 - logits_profile_predictions_loss: 787.7108 - logcount_predictions_loss: 0.4026 46/2441 [..............................] - ETA: 12:23 - loss: 798.9769 - logits_profile_predictions_loss: 788.0088 - logcount_predictions_loss: 0.4032 47/2441 [..............................] - ETA: 12:23 - loss: 799.3398 - logits_profile_predictions_loss: 788.3533 - logcount_predictions_loss: 0.4039 48/2441 [..............................] - ETA: 12:23 - loss: 799.6606 - logits_profile_predictions_loss: 788.6549 - logcount_predictions_loss: 0.4046 49/2441 [..............................] - ETA: 12:22 - loss: 799.9599 - logits_profile_predictions_loss: 788.9351 - logcount_predictions_loss: 0.4053 50/2441 [..............................] - ETA: 12:22 - loss: 800.2652 - logits_profile_predictions_loss: 789.2225 - logcount_predictions_loss: 0.4060 51/2441 [..............................] - ETA: 12:22 - loss: 800.5310 - logits_profile_predictions_loss: 789.4715 - logcount_predictions_loss: 0.4066 52/2441 [..............................] - ETA: 12:21 - loss: 800.8228 - logits_profile_predictions_loss: 789.7466 - logcount_predictions_loss: 0.4072 53/2441 [..............................] - ETA: 12:21 - loss: 801.1436 - logits_profile_predictions_loss: 790.0508 - logcount_predictions_loss: 0.4078 54/2441 [..............................] - ETA: 12:21 - loss: 801.4382 - logits_profile_predictions_loss: 790.3306 - logcount_predictions_loss: 0.4084 55/2441 [..............................] - ETA: 12:21 - loss: 801.7049 - logits_profile_predictions_loss: 790.5835 - logcount_predictions_loss: 0.4089 56/2441 [..............................] - ETA: 12:20 - loss: 801.9127 - logits_profile_predictions_loss: 790.7785 - logcount_predictions_loss: 0.4093 57/2441 [..............................] - ETA: 12:20 - loss: 802.1259 - logits_profile_predictions_loss: 790.9798 - logcount_predictions_loss: 0.4098 58/2441 [..............................] - ETA: 12:20 - loss: 802.3188 - logits_profile_predictions_loss: 791.1617 - logcount_predictions_loss: 0.4102 59/2441 [..............................] - ETA: 12:19 - loss: 802.5116 - logits_profile_predictions_loss: 791.3448 - logcount_predictions_loss: 0.4105 60/2441 [..............................] - ETA: 12:19 - loss: 802.6945 - logits_profile_predictions_loss: 791.5184 - logcount_predictions_loss: 0.4109 61/2441 [..............................] - ETA: 12:19 - loss: 802.9017 - logits_profile_predictions_loss: 791.7163 - logcount_predictions_loss: 0.4112 62/2441 [..............................] - ETA: 12:18 - loss: 803.1283 - logits_profile_predictions_loss: 791.9336 - logcount_predictions_loss: 0.4116 63/2441 [..............................] - ETA: 12:18 - loss: 803.3624 - logits_profile_predictions_loss: 792.1579 - logcount_predictions_loss: 0.4119 64/2441 [..............................] - ETA: 12:18 - loss: 803.5885 - logits_profile_predictions_loss: 792.3735 - logcount_predictions_loss: 0.4123 65/2441 [..............................] - ETA: 12:18 - loss: 803.8457 - 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[..............................] - ETA: 12:16 - loss: 805.6443 - logits_profile_predictions_loss: 794.3357 - logcount_predictions_loss: 0.4158 73/2441 [..............................] - ETA: 12:15 - loss: 805.8875 - logits_profile_predictions_loss: 794.5670 - logcount_predictions_loss: 0.4162 74/2441 [..............................] - ETA: 12:15 - loss: 806.1220 - logits_profile_predictions_loss: 794.7890 - logcount_predictions_loss: 0.4167 75/2441 [..............................] - ETA: 12:15 - loss: 806.3614 - logits_profile_predictions_loss: 795.0164 - logcount_predictions_loss: 0.4171 76/2441 [..............................] - ETA: 12:14 - loss: 806.5985 - logits_profile_predictions_loss: 795.2414 - logcount_predictions_loss: 0.4175 77/2441 [..............................] - ETA: 12:14 - loss: 806.8283 - logits_profile_predictions_loss: 795.4596 - logcount_predictions_loss: 0.4180 78/2441 [..............................] - ETA: 12:14 - loss: 807.0618 - logits_profile_predictions_loss: 795.6825 - logcount_predictions_loss: 0.4184 79/2441 [..............................] - ETA: 12:13 - loss: 807.2817 - logits_profile_predictions_loss: 795.8926 - logcount_predictions_loss: 0.4187 80/2441 [..............................] - ETA: 12:13 - loss: 807.5128 - logits_profile_predictions_loss: 796.1146 - logcount_predictions_loss: 0.4191 81/2441 [..............................] - ETA: 12:13 - loss: 807.7319 - logits_profile_predictions_loss: 796.3253 - logcount_predictions_loss: 0.4194 82/2441 [>.............................] - ETA: 12:13 - loss: 807.9261 - logits_profile_predictions_loss: 796.5117 - logcount_predictions_loss: 0.4196 83/2441 [>.............................] - ETA: 12:12 - loss: 808.1124 - logits_profile_predictions_loss: 796.6908 - logcount_predictions_loss: 0.4199 84/2441 [>.............................] - ETA: 12:12 - loss: 808.3068 - logits_profile_predictions_loss: 796.8781 - logcount_predictions_loss: 0.4202 85/2441 [>.............................] - ETA: 12:12 - loss: 808.5116 - logits_profile_predictions_loss: 797.0766 - logcount_predictions_loss: 0.4204 86/2441 [>.............................] - ETA: 12:11 - loss: 808.7211 - logits_profile_predictions_loss: 797.2799 - logcount_predictions_loss: 0.4206 87/2441 [>.............................] - ETA: 12:11 - loss: 808.9368 - logits_profile_predictions_loss: 797.4899 - logcount_predictions_loss: 0.4208 88/2441 [>.............................] - ETA: 12:11 - loss: 809.1418 - logits_profile_predictions_loss: 797.6894 - logcount_predictions_loss: 0.4210 89/2441 [>.............................] - ETA: 12:10 - loss: 809.3324 - logits_profile_predictions_loss: 797.8749 - logcount_predictions_loss: 0.4212 90/2441 [>.............................] - ETA: 12:10 - loss: 809.5213 - logits_profile_predictions_loss: 798.0593 - logcount_predictions_loss: 0.4214 91/2441 [>.............................] - ETA: 12:10 - loss: 809.6911 - 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[>.............................] - ETA: 12:08 - loss: 810.7543 - logits_profile_predictions_loss: 799.2624 - logcount_predictions_loss: 0.4225 99/2441 [>.............................] - ETA: 12:07 - loss: 810.8973 - logits_profile_predictions_loss: 799.4019 - logcount_predictions_loss: 0.4226 100/2441 [>.............................] - ETA: 12:07 - loss: 811.0242 - logits_profile_predictions_loss: 799.5258 - logcount_predictions_loss: 0.4227 101/2441 [>.............................] - ETA: 12:07 - loss: 811.1499 - logits_profile_predictions_loss: 799.6483 - logcount_predictions_loss: 0.4229 102/2441 [>.............................] - ETA: 12:07 - loss: 811.2713 - logits_profile_predictions_loss: 799.7668 - logcount_predictions_loss: 0.4230 103/2441 [>.............................] - ETA: 12:06 - loss: 811.3999 - logits_profile_predictions_loss: 799.8921 - logcount_predictions_loss: 0.4231 104/2441 [>.............................] - ETA: 12:06 - loss: 811.5251 - 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[============================>.] - ETA: 17s - loss: 817.4872 - logits_profile_predictions_loss: 805.6987 - logcount_predictions_loss: 0.4334 2387/2441 [============================>.] - ETA: 16s - loss: 817.4859 - logits_profile_predictions_loss: 805.6975 - logcount_predictions_loss: 0.4334 2388/2441 [============================>.] - ETA: 16s - loss: 817.4847 - logits_profile_predictions_loss: 805.6964 - logcount_predictions_loss: 0.4334 2389/2441 [============================>.] - ETA: 16s - loss: 817.4835 - logits_profile_predictions_loss: 805.6953 - logcount_predictions_loss: 0.4334 2390/2441 [============================>.] - ETA: 15s - loss: 817.4823 - logits_profile_predictions_loss: 805.6941 - logcount_predictions_loss: 0.4334 2391/2441 [============================>.] - ETA: 15s - loss: 817.4811 - logits_profile_predictions_loss: 805.6930 - logcount_predictions_loss: 0.4334 2392/2441 [============================>.] - ETA: 15s - loss: 817.4798 - 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[============================>.] - ETA: 13s - loss: 817.4711 - logits_profile_predictions_loss: 805.6836 - logcount_predictions_loss: 0.4334 2400/2441 [============================>.] - ETA: 12s - loss: 817.4699 - logits_profile_predictions_loss: 805.6825 - logcount_predictions_loss: 0.4333 2401/2441 [============================>.] - ETA: 12s - loss: 817.4686 - logits_profile_predictions_loss: 805.6813 - logcount_predictions_loss: 0.4333 2402/2441 [============================>.] - ETA: 12s - loss: 817.4674 - logits_profile_predictions_loss: 805.6801 - logcount_predictions_loss: 0.4333 2403/2441 [============================>.] - ETA: 11s - loss: 817.4661 - logits_profile_predictions_loss: 805.6789 - logcount_predictions_loss: 0.4333 2404/2441 [============================>.] - ETA: 11s - loss: 817.4649 - logits_profile_predictions_loss: 805.6777 - logcount_predictions_loss: 0.4333 2405/2441 [============================>.] - ETA: 11s - loss: 817.4636 - 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[============================>.] - ETA: 9s - loss: 817.4548 - logits_profile_predictions_loss: 805.6683 - logcount_predictions_loss: 0.4333 2413/2441 [============================>.] - ETA: 8s - loss: 817.4535 - logits_profile_predictions_loss: 805.6671 - logcount_predictions_loss: 0.4333 2414/2441 [============================>.] - ETA: 8s - loss: 817.4522 - logits_profile_predictions_loss: 805.6659 - logcount_predictions_loss: 0.4333 2415/2441 [============================>.] - ETA: 8s - loss: 817.4510 - logits_profile_predictions_loss: 805.6647 - logcount_predictions_loss: 0.4333 2416/2441 [============================>.] - ETA: 7s - loss: 817.4497 - logits_profile_predictions_loss: 805.6635 - logcount_predictions_loss: 0.4333 2417/2441 [============================>.] - ETA: 7s - loss: 817.4484 - logits_profile_predictions_loss: 805.6623 - logcount_predictions_loss: 0.4333 2418/2441 [============================>.] - ETA: 7s - loss: 817.4471 - logits_profile_predictions_loss: 805.6611 - logcount_predictions_loss: 0.4333 2419/2441 [============================>.] - ETA: 6s - loss: 817.4458 - logits_profile_predictions_loss: 805.6599 - logcount_predictions_loss: 0.4333 2420/2441 [============================>.] - ETA: 6s - loss: 817.4445 - logits_profile_predictions_loss: 805.6586 - logcount_predictions_loss: 0.4333 2421/2441 [============================>.] - ETA: 6s - loss: 817.4432 - logits_profile_predictions_loss: 805.6574 - logcount_predictions_loss: 0.4333 2422/2441 [============================>.] - ETA: 5s - loss: 817.4419 - logits_profile_predictions_loss: 805.6562 - logcount_predictions_loss: 0.4333 2423/2441 [============================>.] - ETA: 5s - loss: 817.4405 - logits_profile_predictions_loss: 805.6549 - logcount_predictions_loss: 0.4333 2424/2441 [============================>.] - ETA: 5s - loss: 817.4392 - logits_profile_predictions_loss: 805.6537 - logcount_predictions_loss: 0.4333 2425/2441 [============================>.] - ETA: 5s - 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2432/2441 [============================>.] - ETA: 2s - loss: 817.4285 - logits_profile_predictions_loss: 805.6436 - logcount_predictions_loss: 0.4333 2433/2441 [============================>.] - ETA: 2s - loss: 817.4271 - logits_profile_predictions_loss: 805.6423 - logcount_predictions_loss: 0.4333 2434/2441 [============================>.] - ETA: 2s - loss: 817.4258 - logits_profile_predictions_loss: 805.6411 - logcount_predictions_loss: 0.4333 2435/2441 [============================>.] - ETA: 1s - loss: 817.4245 - logits_profile_predictions_loss: 805.6399 - logcount_predictions_loss: 0.4332 2436/2441 [============================>.] - ETA: 1s - loss: 817.4233 - logits_profile_predictions_loss: 805.6387 - logcount_predictions_loss: 0.4332 2437/2441 [============================>.] - ETA: 1s - loss: 817.4220 - logits_profile_predictions_loss: 805.6375 - logcount_predictions_loss: 0.4332 2438/2441 [============================>.] - ETA: 0s - loss: 817.4207 - logits_profile_predictions_loss: 805.6363 - logcount_predictions_loss: 0.4332 2439/2441 [============================>.] - ETA: 0s - loss: 817.4195 - logits_profile_predictions_loss: 805.6352 - logcount_predictions_loss: 0.4332 2440/2441 [============================>.] - ETA: 0s - loss: 817.4182 - logits_profile_predictions_loss: 805.6340 - logcount_predictions_loss: 0.4332 2441/2441 [==============================] - ETA: 0s - loss: 817.4170 - logits_profile_predictions_loss: 805.6329 - logcount_predictions_loss: 0.4332 2441/2441 [==============================] - 797s 326ms/step - loss: 817.4158 - logits_profile_predictions_loss: 805.6317 - logcount_predictions_loss: 0.4332 - val_loss: 794.3201 - val_logits_profile_predictions_loss: 783.9554 - val_logcount_predictions_loss: 0.3811 Epoch 00003: val_loss improved from 794.73572 to 794.32013, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR922YEW//chrombppnet_model_encsr880cub_bias_fold_3/chrombpnet.h5 Epoch 4/50 1/2441 [..............................] - ETA: 12:57 - loss: 810.8366 - logits_profile_predictions_loss: 799.8511 - logcount_predictions_loss: 0.4039 2/2441 [..............................] - ETA: 12:34 - loss: 800.9655 - logits_profile_predictions_loss: 789.5302 - logcount_predictions_loss: 0.4204 3/2441 [..............................] - ETA: 12:34 - loss: 795.4104 - logits_profile_predictions_loss: 783.7481 - logcount_predictions_loss: 0.4288 4/2441 [..............................] - ETA: 12:35 - loss: 791.3512 - logits_profile_predictions_loss: 779.8211 - logcount_predictions_loss: 0.4239 5/2441 [..............................] - ETA: 12:35 - loss: 791.7778 - logits_profile_predictions_loss: 780.4025 - logcount_predictions_loss: 0.4182 6/2441 [..............................] - ETA: 12:35 - loss: 792.1990 - logits_profile_predictions_loss: 780.7400 - logcount_predictions_loss: 0.4213 7/2441 [..............................] - ETA: 12:34 - loss: 794.2711 - logits_profile_predictions_loss: 782.8066 - logcount_predictions_loss: 0.4215 8/2441 [..............................] - ETA: 12:34 - loss: 793.7963 - logits_profile_predictions_loss: 782.3872 - logcount_predictions_loss: 0.4195 9/2441 [..............................] - ETA: 12:34 - loss: 793.9926 - logits_profile_predictions_loss: 782.6051 - logcount_predictions_loss: 0.4187 10/2441 [..............................] - ETA: 12:33 - loss: 793.5572 - logits_profile_predictions_loss: 782.0863 - logcount_predictions_loss: 0.4217 11/2441 [..............................] - ETA: 12:33 - loss: 793.3346 - logits_profile_predictions_loss: 781.8096 - logcount_predictions_loss: 0.4237 12/2441 [..............................] - ETA: 12:33 - loss: 793.1481 - logits_profile_predictions_loss: 781.5874 - logcount_predictions_loss: 0.4250 13/2441 [..............................] - ETA: 12:33 - loss: 792.9510 - logits_profile_predictions_loss: 781.3665 - logcount_predictions_loss: 0.4259 14/2441 [..............................] - ETA: 12:32 - loss: 792.9442 - logits_profile_predictions_loss: 781.3613 - logcount_predictions_loss: 0.4258 15/2441 [..............................] - ETA: 12:32 - loss: 793.2456 - logits_profile_predictions_loss: 781.6605 - logcount_predictions_loss: 0.4259 16/2441 [..............................] - ETA: 12:32 - loss: 793.8535 - logits_profile_predictions_loss: 782.2678 - logcount_predictions_loss: 0.4259 17/2441 [..............................] - ETA: 12:32 - loss: 793.9799 - logits_profile_predictions_loss: 782.3997 - logcount_predictions_loss: 0.4257 18/2441 [..............................] - ETA: 12:31 - loss: 794.2396 - logits_profile_predictions_loss: 782.6624 - logcount_predictions_loss: 0.4256 19/2441 [..............................] - ETA: 12:31 - loss: 794.2016 - logits_profile_predictions_loss: 782.6358 - logcount_predictions_loss: 0.4252 20/2441 [..............................] - ETA: 12:31 - loss: 794.2715 - logits_profile_predictions_loss: 782.7075 - logcount_predictions_loss: 0.4251 21/2441 [..............................] - ETA: 12:30 - loss: 794.1660 - logits_profile_predictions_loss: 782.6133 - logcount_predictions_loss: 0.4247 22/2441 [..............................] - ETA: 12:30 - loss: 794.0588 - logits_profile_predictions_loss: 782.5249 - logcount_predictions_loss: 0.4240 23/2441 [..............................] - ETA: 12:30 - loss: 793.8261 - logits_profile_predictions_loss: 782.3072 - logcount_predictions_loss: 0.4235 24/2441 [..............................] - ETA: 12:29 - loss: 793.5902 - logits_profile_predictions_loss: 782.0830 - logcount_predictions_loss: 0.4231 25/2441 [..............................] - ETA: 12:29 - loss: 793.3190 - logits_profile_predictions_loss: 781.8283 - logcount_predictions_loss: 0.4225 26/2441 [..............................] - ETA: 12:29 - loss: 793.0070 - logits_profile_predictions_loss: 781.5358 - logcount_predictions_loss: 0.4217 27/2441 [..............................] - ETA: 12:29 - loss: 792.7406 - logits_profile_predictions_loss: 781.2880 - logcount_predictions_loss: 0.4211 28/2441 [..............................] - ETA: 12:28 - loss: 792.4889 - logits_profile_predictions_loss: 781.0567 - logcount_predictions_loss: 0.4203 29/2441 [..............................] - ETA: 12:28 - loss: 792.2709 - logits_profile_predictions_loss: 780.8620 - logcount_predictions_loss: 0.4194 30/2441 [..............................] - ETA: 12:29 - loss: 792.0970 - logits_profile_predictions_loss: 780.7126 - logcount_predictions_loss: 0.4185 31/2441 [..............................] - ETA: 12:29 - loss: 792.0867 - logits_profile_predictions_loss: 780.7275 - logcount_predictions_loss: 0.4176 32/2441 [..............................] - ETA: 12:28 - loss: 792.1105 - logits_profile_predictions_loss: 780.7759 - logcount_predictions_loss: 0.4167 33/2441 [..............................] - ETA: 12:28 - loss: 792.0159 - logits_profile_predictions_loss: 780.7034 - logcount_predictions_loss: 0.4159 34/2441 [..............................] - ETA: 12:28 - loss: 792.0011 - logits_profile_predictions_loss: 780.7084 - logcount_predictions_loss: 0.4152 35/2441 [..............................] - ETA: 12:27 - loss: 792.1227 - logits_profile_predictions_loss: 780.8479 - logcount_predictions_loss: 0.4145 36/2441 [..............................] - ETA: 12:27 - loss: 792.1511 - logits_profile_predictions_loss: 780.8950 - logcount_predictions_loss: 0.4138 37/2441 [..............................] - ETA: 12:27 - loss: 792.2303 - logits_profile_predictions_loss: 780.9924 - logcount_predictions_loss: 0.4132 38/2441 [..............................] - ETA: 12:26 - loss: 792.2402 - logits_profile_predictions_loss: 781.0190 - logcount_predictions_loss: 0.4125 39/2441 [..............................] - ETA: 12:26 - loss: 792.3255 - logits_profile_predictions_loss: 781.1205 - logcount_predictions_loss: 0.4120 40/2441 [..............................] - ETA: 12:26 - loss: 792.3660 - logits_profile_predictions_loss: 781.1773 - logcount_predictions_loss: 0.4113 41/2441 [..............................] - ETA: 12:25 - loss: 792.4835 - logits_profile_predictions_loss: 781.3109 - logcount_predictions_loss: 0.4108 42/2441 [..............................] - ETA: 12:25 - loss: 792.6183 - logits_profile_predictions_loss: 781.4603 - logcount_predictions_loss: 0.4102 43/2441 [..............................] - ETA: 12:25 - loss: 792.7532 - logits_profile_predictions_loss: 781.6097 - logcount_predictions_loss: 0.4097 44/2441 [..............................] - ETA: 12:24 - loss: 792.8803 - logits_profile_predictions_loss: 781.7511 - logcount_predictions_loss: 0.4092 45/2441 [..............................] - ETA: 12:24 - loss: 792.9956 - logits_profile_predictions_loss: 781.8790 - logcount_predictions_loss: 0.4087 46/2441 [..............................] - ETA: 12:24 - loss: 793.0617 - logits_profile_predictions_loss: 781.9569 - logcount_predictions_loss: 0.4083 47/2441 [..............................] - ETA: 12:23 - loss: 793.1655 - logits_profile_predictions_loss: 782.0721 - logcount_predictions_loss: 0.4078 48/2441 [..............................] - ETA: 12:23 - loss: 793.3081 - logits_profile_predictions_loss: 782.2239 - logcount_predictions_loss: 0.4075 49/2441 [..............................] - ETA: 12:23 - loss: 793.4944 - logits_profile_predictions_loss: 782.4180 - logcount_predictions_loss: 0.4072 50/2441 [..............................] - ETA: 12:22 - loss: 793.6497 - logits_profile_predictions_loss: 782.5782 - logcount_predictions_loss: 0.4070 51/2441 [..............................] - ETA: 12:22 - loss: 793.8206 - logits_profile_predictions_loss: 782.7542 - logcount_predictions_loss: 0.4069 52/2441 [..............................] - ETA: 12:22 - loss: 793.9658 - logits_profile_predictions_loss: 782.9038 - logcount_predictions_loss: 0.4067 53/2441 [..............................] - ETA: 12:22 - loss: 794.0883 - logits_profile_predictions_loss: 783.0317 - logcount_predictions_loss: 0.4065 54/2441 [..............................] - ETA: 12:21 - loss: 794.1888 - logits_profile_predictions_loss: 783.1385 - logcount_predictions_loss: 0.4063 55/2441 [..............................] - ETA: 12:21 - loss: 794.2721 - logits_profile_predictions_loss: 783.2275 - logcount_predictions_loss: 0.4061 56/2441 [..............................] - ETA: 12:21 - loss: 794.3574 - logits_profile_predictions_loss: 783.3170 - logcount_predictions_loss: 0.4059 57/2441 [..............................] - ETA: 12:20 - loss: 794.4306 - logits_profile_predictions_loss: 783.3942 - logcount_predictions_loss: 0.4058 58/2441 [..............................] - ETA: 12:20 - loss: 794.4658 - logits_profile_predictions_loss: 783.4338 - logcount_predictions_loss: 0.4056 59/2441 [..............................] - ETA: 12:20 - loss: 794.5126 - 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[..............................] - ETA: 12:18 - loss: 795.0123 - logits_profile_predictions_loss: 784.0113 - logcount_predictions_loss: 0.4045 67/2441 [..............................] - ETA: 12:17 - loss: 795.0418 - logits_profile_predictions_loss: 784.0440 - logcount_predictions_loss: 0.4043 68/2441 [..............................] - ETA: 12:17 - loss: 795.0585 - logits_profile_predictions_loss: 784.0638 - logcount_predictions_loss: 0.4042 69/2441 [..............................] - ETA: 12:17 - loss: 795.0803 - logits_profile_predictions_loss: 784.0886 - logcount_predictions_loss: 0.4041 70/2441 [..............................] - ETA: 12:16 - loss: 795.1185 - logits_profile_predictions_loss: 784.1280 - logcount_predictions_loss: 0.4041 71/2441 [..............................] - ETA: 12:16 - loss: 795.1800 - logits_profile_predictions_loss: 784.1901 - logcount_predictions_loss: 0.4040 72/2441 [..............................] - ETA: 12:16 - loss: 795.2332 - 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[====>.........................] - ETA: 10:31 - loss: 806.8563 - logits_profile_predictions_loss: 795.9082 - logcount_predictions_loss: 0.4025 418/2441 [====>.........................] - ETA: 10:31 - loss: 806.8643 - logits_profile_predictions_loss: 795.9160 - logcount_predictions_loss: 0.4025 419/2441 [====>.........................] - ETA: 10:31 - loss: 806.8730 - logits_profile_predictions_loss: 795.9246 - logcount_predictions_loss: 0.4025 420/2441 [====>.........................] - ETA: 10:30 - loss: 806.8821 - logits_profile_predictions_loss: 795.9336 - logcount_predictions_loss: 0.4025 421/2441 [====>.........................] - ETA: 10:30 - loss: 806.8904 - logits_profile_predictions_loss: 795.9417 - logcount_predictions_loss: 0.4025 422/2441 [====>.........................] - ETA: 10:30 - loss: 806.8982 - logits_profile_predictions_loss: 795.9493 - logcount_predictions_loss: 0.4025 423/2441 [====>.........................] - ETA: 10:29 - loss: 806.9059 - 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[====>.........................] - ETA: 10:27 - loss: 806.9619 - logits_profile_predictions_loss: 796.0117 - logcount_predictions_loss: 0.4026 431/2441 [====>.........................] - ETA: 10:27 - loss: 806.9707 - logits_profile_predictions_loss: 796.0204 - logcount_predictions_loss: 0.4026 432/2441 [====>.........................] - ETA: 10:27 - loss: 806.9799 - logits_profile_predictions_loss: 796.0294 - logcount_predictions_loss: 0.4026 433/2441 [====>.........................] - ETA: 10:26 - loss: 806.9891 - logits_profile_predictions_loss: 796.0384 - logcount_predictions_loss: 0.4026 434/2441 [====>.........................] - ETA: 10:26 - loss: 806.9978 - logits_profile_predictions_loss: 796.0469 - logcount_predictions_loss: 0.4026 435/2441 [====>.........................] - ETA: 10:26 - loss: 807.0062 - logits_profile_predictions_loss: 796.0551 - logcount_predictions_loss: 0.4026 436/2441 [====>.........................] - ETA: 10:25 - loss: 807.0150 - logits_profile_predictions_loss: 796.0638 - logcount_predictions_loss: 0.4026 437/2441 [====>.........................] - ETA: 10:25 - loss: 807.0238 - logits_profile_predictions_loss: 796.0725 - logcount_predictions_loss: 0.4026 438/2441 [====>.........................] - ETA: 10:25 - loss: 807.0325 - logits_profile_predictions_loss: 796.0810 - logcount_predictions_loss: 0.4026 439/2441 [====>.........................] - ETA: 10:24 - loss: 807.0415 - logits_profile_predictions_loss: 796.0899 - logcount_predictions_loss: 0.4026 440/2441 [====>.........................] - ETA: 10:24 - loss: 807.0499 - logits_profile_predictions_loss: 796.0981 - logcount_predictions_loss: 0.4026 441/2441 [====>.........................] - ETA: 10:24 - loss: 807.0578 - logits_profile_predictions_loss: 796.1059 - logcount_predictions_loss: 0.4027 442/2441 [====>.........................] - ETA: 10:24 - loss: 807.0658 - logits_profile_predictions_loss: 796.1138 - logcount_predictions_loss: 0.4027 443/2441 [====>.........................] - ETA: 10:23 - loss: 807.0741 - logits_profile_predictions_loss: 796.1219 - logcount_predictions_loss: 0.4027 444/2441 [====>.........................] - ETA: 10:23 - loss: 807.0819 - logits_profile_predictions_loss: 796.1296 - logcount_predictions_loss: 0.4027 445/2441 [====>.........................] - ETA: 10:23 - loss: 807.0904 - logits_profile_predictions_loss: 796.1379 - logcount_predictions_loss: 0.4027 446/2441 [====>.........................] - ETA: 10:22 - loss: 807.0995 - logits_profile_predictions_loss: 796.1469 - logcount_predictions_loss: 0.4027 447/2441 [====>.........................] - ETA: 10:22 - loss: 807.1084 - logits_profile_predictions_loss: 796.1557 - logcount_predictions_loss: 0.4027 448/2441 [====>.........................] - ETA: 10:22 - loss: 807.1171 - logits_profile_predictions_loss: 796.1643 - logcount_predictions_loss: 0.4027 449/2441 [====>.........................] - ETA: 10:21 - loss: 807.1254 - logits_profile_predictions_loss: 796.1724 - logcount_predictions_loss: 0.4027 450/2441 [====>.........................] - ETA: 10:21 - loss: 807.1339 - logits_profile_predictions_loss: 796.1808 - logcount_predictions_loss: 0.4027 451/2441 [====>.........................] - ETA: 10:21 - loss: 807.1424 - logits_profile_predictions_loss: 796.1892 - logcount_predictions_loss: 0.4027 452/2441 [====>.........................] - ETA: 10:20 - loss: 807.1513 - logits_profile_predictions_loss: 796.1980 - logcount_predictions_loss: 0.4027 453/2441 [====>.........................] - ETA: 10:20 - loss: 807.1600 - logits_profile_predictions_loss: 796.2066 - logcount_predictions_loss: 0.4027 454/2441 [====>.........................] - ETA: 10:20 - loss: 807.1683 - logits_profile_predictions_loss: 796.2149 - logcount_predictions_loss: 0.4027 455/2441 [====>.........................] - ETA: 10:20 - loss: 807.1768 - logits_profile_predictions_loss: 796.2233 - logcount_predictions_loss: 0.4027 456/2441 [====>.........................] - ETA: 10:19 - loss: 807.1853 - logits_profile_predictions_loss: 796.2318 - logcount_predictions_loss: 0.4027 457/2441 [====>.........................] - ETA: 10:19 - loss: 807.1941 - logits_profile_predictions_loss: 796.2405 - logcount_predictions_loss: 0.4027 458/2441 [====>.........................] - ETA: 10:19 - loss: 807.2028 - logits_profile_predictions_loss: 796.2491 - logcount_predictions_loss: 0.4027 459/2441 [====>.........................] - ETA: 10:18 - loss: 807.2113 - logits_profile_predictions_loss: 796.2575 - logcount_predictions_loss: 0.4027 460/2441 [====>.........................] - ETA: 10:18 - loss: 807.2196 - logits_profile_predictions_loss: 796.2658 - logcount_predictions_loss: 0.4027 461/2441 [====>.........................] - ETA: 10:18 - loss: 807.2280 - logits_profile_predictions_loss: 796.2741 - logcount_predictions_loss: 0.4027 462/2441 [====>.........................] - ETA: 10:17 - loss: 807.2364 - 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[============================>.] - ETA: 0s - loss: 808.4252 - logits_profile_predictions_loss: 797.5445 - logcount_predictions_loss: 0.4000 2440/2441 [============================>.] - ETA: 0s - loss: 808.4244 - logits_profile_predictions_loss: 797.5437 - logcount_predictions_loss: 0.4000 2441/2441 [==============================] - ETA: 0s - loss: 808.4235 - logits_profile_predictions_loss: 797.5429 - logcount_predictions_loss: 0.4000 2441/2441 [==============================] - 796s 326ms/step - loss: 808.4226 - logits_profile_predictions_loss: 797.5421 - logcount_predictions_loss: 0.4000 - val_loss: 790.2324 - val_logits_profile_predictions_loss: 779.6970 - val_logcount_predictions_loss: 0.3873 Epoch 00004: val_loss improved from 794.32013 to 790.23242, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR922YEW//chrombppnet_model_encsr880cub_bias_fold_3/chrombpnet.h5 Epoch 5/50 1/2441 [..............................] - ETA: 12:55 - loss: 830.6420 - 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[..............................] - ETA: 12:34 - loss: 817.0402 - logits_profile_predictions_loss: 807.7729 - logcount_predictions_loss: 0.3407 9/2441 [..............................] - ETA: 12:34 - loss: 812.9490 - logits_profile_predictions_loss: 803.6662 - logcount_predictions_loss: 0.3413 10/2441 [..............................] - ETA: 12:34 - loss: 809.9337 - logits_profile_predictions_loss: 800.6325 - logcount_predictions_loss: 0.3420 11/2441 [..............................] - ETA: 12:33 - loss: 807.4627 - logits_profile_predictions_loss: 798.1418 - logcount_predictions_loss: 0.3427 12/2441 [..............................] - ETA: 12:33 - loss: 805.4355 - logits_profile_predictions_loss: 796.0703 - logcount_predictions_loss: 0.3443 13/2441 [..............................] - ETA: 12:33 - loss: 803.6622 - logits_profile_predictions_loss: 794.2471 - logcount_predictions_loss: 0.3461 14/2441 [..............................] - ETA: 12:33 - loss: 802.0104 - 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loss: 798.6357 - logits_profile_predictions_loss: 788.5006 - logcount_predictions_loss: 0.3726 2427/2441 [============================>.] - ETA: 4s - loss: 798.6360 - logits_profile_predictions_loss: 788.5009 - logcount_predictions_loss: 0.3726 2428/2441 [============================>.] - ETA: 4s - loss: 798.6363 - logits_profile_predictions_loss: 788.5012 - logcount_predictions_loss: 0.3726 2429/2441 [============================>.] - ETA: 3s - loss: 798.6366 - logits_profile_predictions_loss: 788.5015 - logcount_predictions_loss: 0.3726 2430/2441 [============================>.] - ETA: 3s - loss: 798.6369 - logits_profile_predictions_loss: 788.5018 - logcount_predictions_loss: 0.3726 2431/2441 [============================>.] - ETA: 3s - loss: 798.6373 - logits_profile_predictions_loss: 788.5021 - logcount_predictions_loss: 0.3726 2432/2441 [============================>.] - ETA: 2s - loss: 798.6376 - logits_profile_predictions_loss: 788.5025 - logcount_predictions_loss: 0.3726 2433/2441 [============================>.] - ETA: 2s - loss: 798.6380 - logits_profile_predictions_loss: 788.5028 - logcount_predictions_loss: 0.3726 2434/2441 [============================>.] - ETA: 2s - loss: 798.6383 - logits_profile_predictions_loss: 788.5031 - logcount_predictions_loss: 0.3726 2435/2441 [============================>.] - ETA: 1s - loss: 798.6387 - logits_profile_predictions_loss: 788.5035 - logcount_predictions_loss: 0.3726 2436/2441 [============================>.] - ETA: 1s - loss: 798.6390 - logits_profile_predictions_loss: 788.5038 - logcount_predictions_loss: 0.3726 2437/2441 [============================>.] - ETA: 1s - loss: 798.6393 - logits_profile_predictions_loss: 788.5041 - logcount_predictions_loss: 0.3726 2438/2441 [============================>.] - ETA: 0s - loss: 798.6397 - logits_profile_predictions_loss: 788.5045 - logcount_predictions_loss: 0.3726 2439/2441 [============================>.] - ETA: 0s - loss: 798.6400 - logits_profile_predictions_loss: 788.5048 - logcount_predictions_loss: 0.3726 2440/2441 [============================>.] - ETA: 0s - loss: 798.6404 - logits_profile_predictions_loss: 788.5052 - logcount_predictions_loss: 0.3726 2441/2441 [==============================] - ETA: 0s - loss: 798.6408 - logits_profile_predictions_loss: 788.5056 - logcount_predictions_loss: 0.3726 2441/2441 [==============================] - 796s 326ms/step - loss: 798.6412 - logits_profile_predictions_loss: 788.5060 - logcount_predictions_loss: 0.3726 - val_loss: 785.2161 - val_logits_profile_predictions_loss: 774.5964 - val_logcount_predictions_loss: 0.3904 Epoch 00005: val_loss improved from 790.23242 to 785.21606, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR922YEW//chrombppnet_model_encsr880cub_bias_fold_3/chrombpnet.h5 Epoch 6/50 1/2441 [..............................] - ETA: 13:07 - loss: 790.9484 - logits_profile_predictions_loss: 782.2012 - logcount_predictions_loss: 0.3216 2/2441 [..............................] - ETA: 12:35 - loss: 776.4577 - logits_profile_predictions_loss: 766.5224 - logcount_predictions_loss: 0.3653 3/2441 [..............................] - ETA: 12:35 - loss: 774.8921 - logits_profile_predictions_loss: 764.8274 - logcount_predictions_loss: 0.3700 4/2441 [..............................] - ETA: 12:37 - loss: 780.3412 - logits_profile_predictions_loss: 770.1509 - logcount_predictions_loss: 0.3746 5/2441 [..............................] - ETA: 12:36 - loss: 784.0462 - logits_profile_predictions_loss: 773.7801 - logcount_predictions_loss: 0.3774 6/2441 [..............................] - ETA: 12:35 - loss: 790.6263 - logits_profile_predictions_loss: 780.3034 - logcount_predictions_loss: 0.3795 7/2441 [..............................] - ETA: 12:35 - loss: 793.4168 - logits_profile_predictions_loss: 783.1061 - logcount_predictions_loss: 0.3791 8/2441 [..............................] - ETA: 12:35 - loss: 796.5925 - logits_profile_predictions_loss: 786.2996 - logcount_predictions_loss: 0.3784 9/2441 [..............................] - ETA: 12:35 - loss: 800.1813 - logits_profile_predictions_loss: 789.9147 - logcount_predictions_loss: 0.3774 10/2441 [..............................] - ETA: 12:34 - loss: 802.8003 - logits_profile_predictions_loss: 792.4913 - logcount_predictions_loss: 0.3790 11/2441 [..............................] - ETA: 12:34 - loss: 804.7849 - logits_profile_predictions_loss: 794.4561 - logcount_predictions_loss: 0.3797 12/2441 [..............................] - ETA: 12:34 - loss: 806.1015 - logits_profile_predictions_loss: 795.7833 - logcount_predictions_loss: 0.3793 13/2441 [..............................] - ETA: 12:34 - loss: 806.7351 - logits_profile_predictions_loss: 796.4327 - logcount_predictions_loss: 0.3788 14/2441 [..............................] - ETA: 12:33 - loss: 807.5037 - logits_profile_predictions_loss: 797.2115 - logcount_predictions_loss: 0.3784 15/2441 [..............................] - ETA: 12:33 - loss: 807.9297 - logits_profile_predictions_loss: 797.6390 - logcount_predictions_loss: 0.3783 16/2441 [..............................] - ETA: 12:32 - loss: 807.7787 - logits_profile_predictions_loss: 797.4988 - logcount_predictions_loss: 0.3779 17/2441 [..............................] - ETA: 12:32 - loss: 807.0659 - logits_profile_predictions_loss: 796.8067 - logcount_predictions_loss: 0.3772 18/2441 [..............................] - ETA: 12:32 - loss: 806.2757 - logits_profile_predictions_loss: 796.0300 - logcount_predictions_loss: 0.3767 19/2441 [..............................] - ETA: 12:32 - loss: 805.9660 - logits_profile_predictions_loss: 795.7267 - logcount_predictions_loss: 0.3764 20/2441 [..............................] - ETA: 12:31 - loss: 805.9706 - logits_profile_predictions_loss: 795.7319 - logcount_predictions_loss: 0.3764 21/2441 [..............................] - ETA: 12:31 - loss: 805.9920 - logits_profile_predictions_loss: 795.7495 - logcount_predictions_loss: 0.3766 22/2441 [..............................] - ETA: 12:31 - loss: 806.2254 - logits_profile_predictions_loss: 795.9719 - logcount_predictions_loss: 0.3770 23/2441 [..............................] - ETA: 12:30 - loss: 806.6457 - logits_profile_predictions_loss: 796.3718 - logcount_predictions_loss: 0.3777 24/2441 [..............................] - ETA: 12:30 - loss: 806.8405 - logits_profile_predictions_loss: 796.5557 - logcount_predictions_loss: 0.3781 25/2441 [..............................] - ETA: 12:30 - loss: 807.1818 - logits_profile_predictions_loss: 796.8901 - logcount_predictions_loss: 0.3784 26/2441 [..............................] - ETA: 12:29 - loss: 807.3729 - logits_profile_predictions_loss: 797.0725 - logcount_predictions_loss: 0.3787 27/2441 [..............................] - ETA: 12:29 - loss: 807.4427 - logits_profile_predictions_loss: 797.1338 - logcount_predictions_loss: 0.3790 28/2441 [..............................] - ETA: 12:29 - loss: 807.4216 - logits_profile_predictions_loss: 797.1050 - logcount_predictions_loss: 0.3793 29/2441 [..............................] - ETA: 12:29 - loss: 807.3190 - logits_profile_predictions_loss: 796.9941 - logcount_predictions_loss: 0.3796 30/2441 [..............................] - ETA: 12:28 - loss: 807.2159 - logits_profile_predictions_loss: 796.8809 - logcount_predictions_loss: 0.3800 31/2441 [..............................] - ETA: 12:28 - loss: 806.9911 - logits_profile_predictions_loss: 796.6494 - logcount_predictions_loss: 0.3802 32/2441 [..............................] - ETA: 12:28 - loss: 806.7389 - logits_profile_predictions_loss: 796.3909 - logcount_predictions_loss: 0.3804 33/2441 [..............................] - ETA: 12:27 - loss: 806.3592 - logits_profile_predictions_loss: 796.0087 - logcount_predictions_loss: 0.3805 34/2441 [..............................] - ETA: 12:27 - loss: 805.9551 - logits_profile_predictions_loss: 795.6025 - logcount_predictions_loss: 0.3806 35/2441 [..............................] - ETA: 12:27 - loss: 805.5154 - logits_profile_predictions_loss: 795.1537 - logcount_predictions_loss: 0.3809 36/2441 [..............................] - ETA: 12:26 - loss: 805.0131 - logits_profile_predictions_loss: 794.6428 - logcount_predictions_loss: 0.3813 37/2441 [..............................] - ETA: 12:26 - loss: 804.4333 - logits_profile_predictions_loss: 794.0557 - logcount_predictions_loss: 0.3815 38/2441 [..............................] - ETA: 12:26 - loss: 803.9150 - logits_profile_predictions_loss: 793.5326 - logcount_predictions_loss: 0.3817 39/2441 [..............................] - ETA: 12:26 - loss: 803.3939 - logits_profile_predictions_loss: 793.0091 - logcount_predictions_loss: 0.3818 40/2441 [..............................] - ETA: 12:25 - loss: 802.9156 - logits_profile_predictions_loss: 792.5281 - logcount_predictions_loss: 0.3819 41/2441 [..............................] - ETA: 12:25 - loss: 802.4841 - logits_profile_predictions_loss: 792.0948 - logcount_predictions_loss: 0.3820 42/2441 [..............................] - ETA: 12:25 - loss: 802.1046 - logits_profile_predictions_loss: 791.7161 - logcount_predictions_loss: 0.3819 43/2441 [..............................] - ETA: 12:24 - loss: 801.6937 - logits_profile_predictions_loss: 791.3072 - logcount_predictions_loss: 0.3819 44/2441 [..............................] - ETA: 12:24 - loss: 801.3248 - logits_profile_predictions_loss: 790.9397 - logcount_predictions_loss: 0.3818 45/2441 [..............................] - ETA: 12:24 - loss: 801.0518 - logits_profile_predictions_loss: 790.6683 - logcount_predictions_loss: 0.3817 46/2441 [..............................] - ETA: 12:23 - loss: 800.7823 - logits_profile_predictions_loss: 790.3995 - logcount_predictions_loss: 0.3817 47/2441 [..............................] - ETA: 12:23 - loss: 800.5861 - logits_profile_predictions_loss: 790.2043 - logcount_predictions_loss: 0.3817 48/2441 [..............................] - ETA: 12:23 - loss: 800.3912 - logits_profile_predictions_loss: 790.0094 - logcount_predictions_loss: 0.3817 49/2441 [..............................] - ETA: 12:23 - loss: 800.2062 - logits_profile_predictions_loss: 789.8243 - logcount_predictions_loss: 0.3817 50/2441 [..............................] - ETA: 12:22 - loss: 800.0301 - logits_profile_predictions_loss: 789.6484 - logcount_predictions_loss: 0.3817 51/2441 [..............................] - ETA: 12:22 - loss: 799.8861 - logits_profile_predictions_loss: 789.5045 - logcount_predictions_loss: 0.3817 52/2441 [..............................] - ETA: 12:22 - loss: 799.7202 - logits_profile_predictions_loss: 789.3403 - logcount_predictions_loss: 0.3816 53/2441 [..............................] - ETA: 12:21 - loss: 799.5582 - logits_profile_predictions_loss: 789.1799 - logcount_predictions_loss: 0.3816 54/2441 [..............................] - ETA: 12:21 - loss: 799.3871 - logits_profile_predictions_loss: 789.0107 - logcount_predictions_loss: 0.3815 55/2441 [..............................] - ETA: 12:21 - loss: 799.2298 - logits_profile_predictions_loss: 788.8563 - logcount_predictions_loss: 0.3814 56/2441 [..............................] - ETA: 12:21 - loss: 799.1432 - logits_profile_predictions_loss: 788.7727 - logcount_predictions_loss: 0.3813 57/2441 [..............................] - ETA: 12:20 - loss: 799.0862 - logits_profile_predictions_loss: 788.7199 - logcount_predictions_loss: 0.3811 58/2441 [..............................] - ETA: 12:20 - loss: 799.0298 - logits_profile_predictions_loss: 788.6678 - logcount_predictions_loss: 0.3810 59/2441 [..............................] - ETA: 12:20 - loss: 798.9603 - logits_profile_predictions_loss: 788.6019 - logcount_predictions_loss: 0.3808 60/2441 [..............................] - ETA: 12:19 - loss: 798.8946 - logits_profile_predictions_loss: 788.5400 - logcount_predictions_loss: 0.3807 61/2441 [..............................] - ETA: 12:19 - loss: 798.8214 - logits_profile_predictions_loss: 788.4708 - logcount_predictions_loss: 0.3805 62/2441 [..............................] - ETA: 12:19 - loss: 798.7527 - logits_profile_predictions_loss: 788.4064 - logcount_predictions_loss: 0.3804 63/2441 [..............................] - ETA: 12:18 - loss: 798.6906 - logits_profile_predictions_loss: 788.3498 - logcount_predictions_loss: 0.3802 64/2441 [..............................] - ETA: 12:18 - loss: 798.6489 - logits_profile_predictions_loss: 788.3127 - logcount_predictions_loss: 0.3800 65/2441 [..............................] - ETA: 12:18 - loss: 798.6074 - logits_profile_predictions_loss: 788.2756 - logcount_predictions_loss: 0.3798 66/2441 [..............................] - ETA: 12:18 - loss: 798.5463 - logits_profile_predictions_loss: 788.2186 - logcount_predictions_loss: 0.3797 67/2441 [..............................] - ETA: 12:17 - loss: 798.5343 - logits_profile_predictions_loss: 788.2100 - logcount_predictions_loss: 0.3796 68/2441 [..............................] - ETA: 12:17 - loss: 798.5333 - logits_profile_predictions_loss: 788.2131 - logcount_predictions_loss: 0.3794 69/2441 [..............................] - ETA: 12:17 - loss: 798.5266 - logits_profile_predictions_loss: 788.2111 - logcount_predictions_loss: 0.3792 70/2441 [..............................] - ETA: 12:16 - loss: 798.5278 - logits_profile_predictions_loss: 788.2170 - logcount_predictions_loss: 0.3791 71/2441 [..............................] - ETA: 12:16 - loss: 798.5274 - logits_profile_predictions_loss: 788.2200 - logcount_predictions_loss: 0.3790 72/2441 [..............................] - ETA: 12:16 - loss: 798.5200 - logits_profile_predictions_loss: 788.2158 - logcount_predictions_loss: 0.3788 73/2441 [..............................] - ETA: 12:15 - loss: 798.5065 - logits_profile_predictions_loss: 788.2052 - logcount_predictions_loss: 0.3787 74/2441 [..............................] - ETA: 12:15 - loss: 798.5160 - logits_profile_predictions_loss: 788.2175 - logcount_predictions_loss: 0.3786 75/2441 [..............................] - ETA: 12:15 - loss: 798.5254 - logits_profile_predictions_loss: 788.2295 - logcount_predictions_loss: 0.3785 76/2441 [..............................] - ETA: 12:15 - loss: 798.5061 - logits_profile_predictions_loss: 788.2130 - logcount_predictions_loss: 0.3784 77/2441 [..............................] - ETA: 12:14 - loss: 798.4775 - logits_profile_predictions_loss: 788.1864 - logcount_predictions_loss: 0.3783 78/2441 [..............................] - ETA: 12:14 - loss: 798.4498 - logits_profile_predictions_loss: 788.1609 - logcount_predictions_loss: 0.3783 79/2441 [..............................] - ETA: 12:14 - loss: 798.4056 - logits_profile_predictions_loss: 788.1189 - logcount_predictions_loss: 0.3782 80/2441 [..............................] - ETA: 12:13 - loss: 798.3611 - logits_profile_predictions_loss: 788.0763 - logcount_predictions_loss: 0.3781 81/2441 [..............................] - ETA: 12:13 - loss: 798.3030 - logits_profile_predictions_loss: 788.0205 - logcount_predictions_loss: 0.3780 82/2441 [>.............................] - ETA: 12:13 - loss: 798.2331 - logits_profile_predictions_loss: 787.9530 - logcount_predictions_loss: 0.3779 83/2441 [>.............................] - ETA: 12:12 - loss: 798.1799 - logits_profile_predictions_loss: 787.9025 - logcount_predictions_loss: 0.3778 84/2441 [>.............................] - ETA: 12:12 - loss: 798.1154 - logits_profile_predictions_loss: 787.8406 - logcount_predictions_loss: 0.3777 85/2441 [>.............................] - ETA: 12:12 - loss: 798.0295 - logits_profile_predictions_loss: 787.7571 - logcount_predictions_loss: 0.3777 86/2441 [>.............................] - ETA: 12:12 - loss: 797.9450 - 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[>.............................] - ETA: 12:09 - loss: 797.3448 - logits_profile_predictions_loss: 787.0900 - logcount_predictions_loss: 0.3770 94/2441 [>.............................] - ETA: 12:09 - loss: 797.2683 - logits_profile_predictions_loss: 787.0149 - logcount_predictions_loss: 0.3770 95/2441 [>.............................] - ETA: 12:09 - loss: 797.1864 - logits_profile_predictions_loss: 786.9343 - logcount_predictions_loss: 0.3769 96/2441 [>.............................] - ETA: 12:09 - loss: 797.1206 - logits_profile_predictions_loss: 786.8694 - logcount_predictions_loss: 0.3769 97/2441 [>.............................] - ETA: 12:08 - loss: 797.0550 - logits_profile_predictions_loss: 786.8042 - logcount_predictions_loss: 0.3769 98/2441 [>.............................] - ETA: 12:08 - loss: 796.9843 - logits_profile_predictions_loss: 786.7341 - logcount_predictions_loss: 0.3768 99/2441 [>.............................] - ETA: 12:08 - loss: 796.9073 - 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[============================>.] - ETA: 18s - loss: 795.0388 - logits_profile_predictions_loss: 785.1364 - logcount_predictions_loss: 0.3641 2382/2441 [============================>.] - ETA: 18s - loss: 795.0388 - logits_profile_predictions_loss: 785.1364 - logcount_predictions_loss: 0.3641 2383/2441 [============================>.] - ETA: 18s - loss: 795.0388 - logits_profile_predictions_loss: 785.1364 - logcount_predictions_loss: 0.3641 2384/2441 [============================>.] - ETA: 17s - loss: 795.0388 - logits_profile_predictions_loss: 785.1364 - logcount_predictions_loss: 0.3641 2385/2441 [============================>.] - ETA: 17s - loss: 795.0387 - logits_profile_predictions_loss: 785.1364 - logcount_predictions_loss: 0.3641 2386/2441 [============================>.] - ETA: 17s - loss: 795.0387 - logits_profile_predictions_loss: 785.1363 - logcount_predictions_loss: 0.3641 2387/2441 [============================>.] - ETA: 16s - loss: 795.0386 - 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[============================>.] - ETA: 14s - loss: 795.0381 - logits_profile_predictions_loss: 785.1358 - logcount_predictions_loss: 0.3641 2395/2441 [============================>.] - ETA: 14s - loss: 795.0380 - logits_profile_predictions_loss: 785.1357 - logcount_predictions_loss: 0.3641 2396/2441 [============================>.] - ETA: 14s - loss: 795.0379 - logits_profile_predictions_loss: 785.1356 - logcount_predictions_loss: 0.3641 2397/2441 [============================>.] - ETA: 13s - loss: 795.0378 - logits_profile_predictions_loss: 785.1355 - logcount_predictions_loss: 0.3641 2398/2441 [============================>.] - ETA: 13s - loss: 795.0377 - logits_profile_predictions_loss: 785.1354 - logcount_predictions_loss: 0.3641 2399/2441 [============================>.] - ETA: 13s - loss: 795.0375 - logits_profile_predictions_loss: 785.1353 - logcount_predictions_loss: 0.3641 2400/2441 [============================>.] - ETA: 12s - loss: 795.0374 - 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[============================>.] - ETA: 10s - loss: 795.0366 - logits_profile_predictions_loss: 785.1345 - logcount_predictions_loss: 0.3640 2408/2441 [============================>.] - ETA: 10s - loss: 795.0365 - logits_profile_predictions_loss: 785.1344 - logcount_predictions_loss: 0.3640 2409/2441 [============================>.] - ETA: 10s - loss: 795.0364 - logits_profile_predictions_loss: 785.1344 - logcount_predictions_loss: 0.3640 2410/2441 [============================>.] - ETA: 9s - loss: 795.0363 - logits_profile_predictions_loss: 785.1343 - logcount_predictions_loss: 0.3640  2411/2441 [============================>.] - ETA: 9s - loss: 795.0362 - logits_profile_predictions_loss: 785.1342 - logcount_predictions_loss: 0.3640 2412/2441 [============================>.] - ETA: 9s - loss: 795.0361 - logits_profile_predictions_loss: 785.1341 - logcount_predictions_loss: 0.3640 2413/2441 [============================>.] - ETA: 8s - loss: 795.0359 - logits_profile_predictions_loss: 785.1340 - logcount_predictions_loss: 0.3640 2414/2441 [============================>.] - ETA: 8s - loss: 795.0358 - logits_profile_predictions_loss: 785.1338 - logcount_predictions_loss: 0.3640 2415/2441 [============================>.] - ETA: 8s - loss: 795.0357 - logits_profile_predictions_loss: 785.1337 - logcount_predictions_loss: 0.3640 2416/2441 [============================>.] - ETA: 7s - loss: 795.0355 - logits_profile_predictions_loss: 785.1336 - logcount_predictions_loss: 0.3640 2417/2441 [============================>.] - ETA: 7s - loss: 795.0354 - logits_profile_predictions_loss: 785.1335 - logcount_predictions_loss: 0.3640 2418/2441 [============================>.] - ETA: 7s - loss: 795.0352 - logits_profile_predictions_loss: 785.1333 - logcount_predictions_loss: 0.3640 2419/2441 [============================>.] - ETA: 6s - loss: 795.0351 - logits_profile_predictions_loss: 785.1332 - logcount_predictions_loss: 0.3640 2420/2441 [============================>.] - ETA: 6s - 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2427/2441 [============================>.] - ETA: 4s - loss: 795.0336 - logits_profile_predictions_loss: 785.1319 - logcount_predictions_loss: 0.3640 2428/2441 [============================>.] - ETA: 4s - loss: 795.0334 - logits_profile_predictions_loss: 785.1317 - logcount_predictions_loss: 0.3640 2429/2441 [============================>.] - ETA: 3s - loss: 795.0333 - logits_profile_predictions_loss: 785.1316 - logcount_predictions_loss: 0.3640 2430/2441 [============================>.] - ETA: 3s - loss: 795.0331 - logits_profile_predictions_loss: 785.1314 - logcount_predictions_loss: 0.3640 2431/2441 [============================>.] - ETA: 3s - loss: 795.0329 - logits_profile_predictions_loss: 785.1312 - logcount_predictions_loss: 0.3640 2432/2441 [============================>.] - ETA: 2s - loss: 795.0327 - logits_profile_predictions_loss: 785.1310 - logcount_predictions_loss: 0.3640 2433/2441 [============================>.] - ETA: 2s - loss: 795.0325 - logits_profile_predictions_loss: 785.1309 - logcount_predictions_loss: 0.3640 2434/2441 [============================>.] - ETA: 2s - loss: 795.0323 - logits_profile_predictions_loss: 785.1307 - logcount_predictions_loss: 0.3640 2435/2441 [============================>.] - ETA: 1s - loss: 795.0321 - logits_profile_predictions_loss: 785.1305 - logcount_predictions_loss: 0.3640 2436/2441 [============================>.] - ETA: 1s - loss: 795.0318 - logits_profile_predictions_loss: 785.1302 - logcount_predictions_loss: 0.3640 2437/2441 [============================>.] - ETA: 1s - loss: 795.0316 - logits_profile_predictions_loss: 785.1301 - logcount_predictions_loss: 0.3640 2438/2441 [============================>.] - ETA: 0s - loss: 795.0314 - logits_profile_predictions_loss: 785.1299 - logcount_predictions_loss: 0.3640 2439/2441 [============================>.] - ETA: 0s - loss: 795.0312 - logits_profile_predictions_loss: 785.1297 - logcount_predictions_loss: 0.3640 2440/2441 [============================>.] - ETA: 0s - loss: 795.0310 - logits_profile_predictions_loss: 785.1295 - logcount_predictions_loss: 0.3640 2441/2441 [==============================] - ETA: 0s - loss: 795.0309 - logits_profile_predictions_loss: 785.1294 - logcount_predictions_loss: 0.3640 2441/2441 [==============================] - 797s 326ms/step - loss: 795.0307 - logits_profile_predictions_loss: 785.1292 - logcount_predictions_loss: 0.3640 - val_loss: 784.9290 - val_logits_profile_predictions_loss: 775.1425 - val_logcount_predictions_loss: 0.3598 Epoch 00006: val_loss improved from 785.21606 to 784.92896, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR922YEW//chrombppnet_model_encsr880cub_bias_fold_3/chrombpnet.h5 Epoch 7/50 1/2441 [..............................] - ETA: 13:00 - loss: 693.0802 - logits_profile_predictions_loss: 681.3428 - logcount_predictions_loss: 0.4315 2/2441 [..............................] - ETA: 12:33 - loss: 721.8807 - logits_profile_predictions_loss: 711.3024 - logcount_predictions_loss: 0.3889 3/2441 [..............................] - ETA: 12:34 - loss: 731.3797 - logits_profile_predictions_loss: 720.6564 - logcount_predictions_loss: 0.3942 4/2441 [..............................] - ETA: 12:35 - loss: 736.9413 - logits_profile_predictions_loss: 726.3670 - logcount_predictions_loss: 0.3888 5/2441 [..............................] - ETA: 12:35 - loss: 741.5777 - logits_profile_predictions_loss: 731.2148 - logcount_predictions_loss: 0.3810 6/2441 [..............................] - ETA: 12:35 - loss: 742.4730 - logits_profile_predictions_loss: 732.2670 - logcount_predictions_loss: 0.3752 7/2441 [..............................] - ETA: 12:35 - loss: 744.3480 - logits_profile_predictions_loss: 734.2294 - logcount_predictions_loss: 0.3720 8/2441 [..............................] - ETA: 12:34 - loss: 746.6803 - logits_profile_predictions_loss: 736.6447 - logcount_predictions_loss: 0.3690 9/2441 [..............................] - ETA: 12:34 - loss: 748.5004 - logits_profile_predictions_loss: 738.5312 - logcount_predictions_loss: 0.3665 10/2441 [..............................] - ETA: 12:34 - loss: 750.0721 - logits_profile_predictions_loss: 740.1421 - logcount_predictions_loss: 0.3651 11/2441 [..............................] - ETA: 12:34 - loss: 751.8537 - logits_profile_predictions_loss: 741.9547 - logcount_predictions_loss: 0.3639 12/2441 [..............................] - ETA: 12:34 - loss: 753.6133 - logits_profile_predictions_loss: 743.7285 - logcount_predictions_loss: 0.3634 13/2441 [..............................] - ETA: 12:33 - loss: 755.9448 - logits_profile_predictions_loss: 746.0668 - logcount_predictions_loss: 0.3632 14/2441 [..............................] - ETA: 12:33 - loss: 757.8415 - logits_profile_predictions_loss: 747.9709 - logcount_predictions_loss: 0.3629 15/2441 [..............................] - ETA: 12:33 - loss: 759.2621 - logits_profile_predictions_loss: 749.4112 - logcount_predictions_loss: 0.3622 16/2441 [..............................] - ETA: 12:32 - loss: 760.7638 - logits_profile_predictions_loss: 750.9441 - logcount_predictions_loss: 0.3610 17/2441 [..............................] - ETA: 12:32 - loss: 762.4069 - logits_profile_predictions_loss: 752.6124 - logcount_predictions_loss: 0.3601 18/2441 [..............................] - ETA: 12:32 - loss: 763.8059 - logits_profile_predictions_loss: 754.0375 - logcount_predictions_loss: 0.3591 19/2441 [..............................] - ETA: 12:32 - loss: 765.2487 - logits_profile_predictions_loss: 755.5028 - logcount_predictions_loss: 0.3583 20/2441 [..............................] - ETA: 12:31 - loss: 766.4234 - logits_profile_predictions_loss: 756.6893 - logcount_predictions_loss: 0.3579 21/2441 [..............................] - ETA: 12:31 - loss: 767.6874 - logits_profile_predictions_loss: 757.9651 - logcount_predictions_loss: 0.3574 22/2441 [..............................] - ETA: 12:31 - loss: 768.6571 - logits_profile_predictions_loss: 758.9396 - logcount_predictions_loss: 0.3573 23/2441 [..............................] - ETA: 12:30 - loss: 769.5497 - logits_profile_predictions_loss: 759.8352 - logcount_predictions_loss: 0.3571 24/2441 [..............................] - ETA: 12:30 - loss: 770.3611 - logits_profile_predictions_loss: 760.6467 - logcount_predictions_loss: 0.3571 25/2441 [..............................] - ETA: 12:30 - loss: 771.3751 - logits_profile_predictions_loss: 761.6620 - logcount_predictions_loss: 0.3571 26/2441 [..............................] - ETA: 12:30 - loss: 772.2091 - logits_profile_predictions_loss: 762.4979 - logcount_predictions_loss: 0.3570 27/2441 [..............................] - ETA: 12:29 - loss: 773.0516 - logits_profile_predictions_loss: 763.3394 - logcount_predictions_loss: 0.3571 28/2441 [..............................] - ETA: 12:30 - loss: 773.8870 - logits_profile_predictions_loss: 764.1769 - logcount_predictions_loss: 0.3570 29/2441 [..............................] - ETA: 12:29 - loss: 774.8582 - logits_profile_predictions_loss: 765.1465 - logcount_predictions_loss: 0.3570 30/2441 [..............................] - ETA: 12:29 - loss: 775.7399 - logits_profile_predictions_loss: 766.0273 - logcount_predictions_loss: 0.3571 31/2441 [..............................] - ETA: 12:29 - loss: 776.7076 - logits_profile_predictions_loss: 766.9923 - logcount_predictions_loss: 0.3572 32/2441 [..............................] - ETA: 12:28 - loss: 777.5442 - logits_profile_predictions_loss: 767.8270 - logcount_predictions_loss: 0.3572 33/2441 [..............................] - ETA: 12:28 - loss: 778.4021 - logits_profile_predictions_loss: 768.6784 - logcount_predictions_loss: 0.3575 34/2441 [..............................] - ETA: 12:28 - loss: 779.2591 - logits_profile_predictions_loss: 769.5315 - logcount_predictions_loss: 0.3576 35/2441 [..............................] - ETA: 12:27 - loss: 780.1066 - logits_profile_predictions_loss: 770.3768 - logcount_predictions_loss: 0.3577 36/2441 [..............................] - ETA: 12:27 - loss: 780.8749 - logits_profile_predictions_loss: 771.1442 - logcount_predictions_loss: 0.3577 37/2441 [..............................] - ETA: 12:27 - loss: 781.6514 - logits_profile_predictions_loss: 771.9164 - logcount_predictions_loss: 0.3579 38/2441 [..............................] - ETA: 12:27 - loss: 782.4070 - logits_profile_predictions_loss: 772.6705 - logcount_predictions_loss: 0.3580 39/2441 [..............................] - ETA: 12:26 - loss: 783.0721 - logits_profile_predictions_loss: 773.3364 - logcount_predictions_loss: 0.3579 40/2441 [..............................] - ETA: 12:26 - loss: 783.7591 - logits_profile_predictions_loss: 774.0239 - logcount_predictions_loss: 0.3579 41/2441 [..............................] - ETA: 12:26 - loss: 784.4777 - logits_profile_predictions_loss: 774.7416 - logcount_predictions_loss: 0.3579 42/2441 [..............................] - ETA: 12:25 - loss: 785.1196 - logits_profile_predictions_loss: 775.3829 - logcount_predictions_loss: 0.3580 43/2441 [..............................] - ETA: 12:25 - loss: 785.7318 - logits_profile_predictions_loss: 775.9956 - logcount_predictions_loss: 0.3579 44/2441 [..............................] - ETA: 12:25 - loss: 786.3129 - logits_profile_predictions_loss: 776.5778 - logcount_predictions_loss: 0.3579 45/2441 [..............................] - ETA: 12:25 - loss: 786.8213 - logits_profile_predictions_loss: 777.0887 - logcount_predictions_loss: 0.3578 46/2441 [..............................] - ETA: 12:24 - loss: 787.2998 - logits_profile_predictions_loss: 777.5707 - logcount_predictions_loss: 0.3577 47/2441 [..............................] - ETA: 12:24 - loss: 787.7163 - logits_profile_predictions_loss: 777.9919 - logcount_predictions_loss: 0.3575 48/2441 [..............................] - ETA: 12:24 - loss: 788.0969 - logits_profile_predictions_loss: 778.3779 - logcount_predictions_loss: 0.3573 49/2441 [..............................] - ETA: 12:23 - loss: 788.4575 - logits_profile_predictions_loss: 778.7436 - logcount_predictions_loss: 0.3571 50/2441 [..............................] - ETA: 12:23 - loss: 788.7566 - logits_profile_predictions_loss: 779.0491 - logcount_predictions_loss: 0.3569 51/2441 [..............................] - ETA: 12:23 - loss: 789.0915 - logits_profile_predictions_loss: 779.3901 - logcount_predictions_loss: 0.3567 52/2441 [..............................] - ETA: 12:23 - loss: 789.3755 - logits_profile_predictions_loss: 779.6805 - logcount_predictions_loss: 0.3564 53/2441 [..............................] - ETA: 12:22 - loss: 789.6352 - logits_profile_predictions_loss: 779.9466 - logcount_predictions_loss: 0.3562 54/2441 [..............................] - ETA: 12:22 - loss: 789.8911 - logits_profile_predictions_loss: 780.2090 - logcount_predictions_loss: 0.3560 55/2441 [..............................] - ETA: 12:22 - loss: 790.1474 - logits_profile_predictions_loss: 780.4707 - logcount_predictions_loss: 0.3558 56/2441 [..............................] - ETA: 12:21 - loss: 790.3960 - logits_profile_predictions_loss: 780.7230 - logcount_predictions_loss: 0.3556 57/2441 [..............................] - ETA: 12:21 - loss: 790.6471 - logits_profile_predictions_loss: 780.9774 - logcount_predictions_loss: 0.3555 58/2441 [..............................] - ETA: 12:21 - loss: 790.8751 - logits_profile_predictions_loss: 781.2090 - logcount_predictions_loss: 0.3554 59/2441 [..............................] - ETA: 12:20 - loss: 791.0895 - logits_profile_predictions_loss: 781.4265 - logcount_predictions_loss: 0.3553 60/2441 [..............................] - ETA: 12:20 - loss: 791.2781 - logits_profile_predictions_loss: 781.6194 - logcount_predictions_loss: 0.3551 61/2441 [..............................] - ETA: 12:20 - loss: 791.4283 - logits_profile_predictions_loss: 781.7732 - logcount_predictions_loss: 0.3550 62/2441 [..............................] - ETA: 12:20 - loss: 791.5807 - logits_profile_predictions_loss: 781.9293 - logcount_predictions_loss: 0.3548 63/2441 [..............................] - ETA: 12:19 - loss: 791.7285 - logits_profile_predictions_loss: 782.0813 - logcount_predictions_loss: 0.3547 64/2441 [..............................] - ETA: 12:19 - loss: 791.8578 - logits_profile_predictions_loss: 782.2149 - logcount_predictions_loss: 0.3545 65/2441 [..............................] - ETA: 12:19 - loss: 791.9623 - logits_profile_predictions_loss: 782.3234 - logcount_predictions_loss: 0.3544 66/2441 [..............................] - ETA: 12:18 - loss: 792.0428 - logits_profile_predictions_loss: 782.4086 - logcount_predictions_loss: 0.3542 67/2441 [..............................] - ETA: 12:18 - loss: 792.1087 - 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[====>.........................] - ETA: 10:34 - loss: 787.8052 - logits_profile_predictions_loss: 778.3816 - logcount_predictions_loss: 0.3465 413/2441 [====>.........................] - ETA: 10:33 - loss: 787.7989 - logits_profile_predictions_loss: 778.3754 - logcount_predictions_loss: 0.3464 414/2441 [====>.........................] - ETA: 10:33 - loss: 787.7927 - logits_profile_predictions_loss: 778.3693 - logcount_predictions_loss: 0.3464 415/2441 [====>.........................] - ETA: 10:33 - loss: 787.7857 - logits_profile_predictions_loss: 778.3624 - logcount_predictions_loss: 0.3464 416/2441 [====>.........................] - ETA: 10:32 - loss: 787.7784 - logits_profile_predictions_loss: 778.3551 - logcount_predictions_loss: 0.3464 417/2441 [====>.........................] - ETA: 10:32 - loss: 787.7716 - logits_profile_predictions_loss: 778.3483 - logcount_predictions_loss: 0.3464 418/2441 [====>.........................] - ETA: 10:32 - loss: 787.7649 - 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[====>.........................] - ETA: 10:30 - loss: 787.7193 - logits_profile_predictions_loss: 778.2969 - logcount_predictions_loss: 0.3464 426/2441 [====>.........................] - ETA: 10:29 - loss: 787.7128 - logits_profile_predictions_loss: 778.2906 - logcount_predictions_loss: 0.3464 427/2441 [====>.........................] - ETA: 10:29 - loss: 787.7064 - logits_profile_predictions_loss: 778.2842 - logcount_predictions_loss: 0.3464 428/2441 [====>.........................] - ETA: 10:29 - loss: 787.6997 - logits_profile_predictions_loss: 778.2776 - logcount_predictions_loss: 0.3464 429/2441 [====>.........................] - ETA: 10:28 - loss: 787.6930 - logits_profile_predictions_loss: 778.2711 - logcount_predictions_loss: 0.3464 430/2441 [====>.........................] - ETA: 10:28 - loss: 787.6866 - logits_profile_predictions_loss: 778.2648 - logcount_predictions_loss: 0.3464 431/2441 [====>.........................] - ETA: 10:28 - loss: 787.6805 - logits_profile_predictions_loss: 778.2588 - logcount_predictions_loss: 0.3464 432/2441 [====>.........................] - ETA: 10:27 - loss: 787.6743 - logits_profile_predictions_loss: 778.2527 - logcount_predictions_loss: 0.3464 433/2441 [====>.........................] - ETA: 10:27 - loss: 787.6684 - logits_profile_predictions_loss: 778.2469 - logcount_predictions_loss: 0.3464 434/2441 [====>.........................] - ETA: 10:27 - loss: 787.6627 - logits_profile_predictions_loss: 778.2414 - logcount_predictions_loss: 0.3464 435/2441 [====>.........................] - ETA: 10:27 - loss: 787.6574 - logits_profile_predictions_loss: 778.2361 - logcount_predictions_loss: 0.3464 436/2441 [====>.........................] - ETA: 10:26 - loss: 787.6519 - logits_profile_predictions_loss: 778.2307 - logcount_predictions_loss: 0.3464 437/2441 [====>.........................] - ETA: 10:26 - loss: 787.6459 - logits_profile_predictions_loss: 778.2249 - logcount_predictions_loss: 0.3464 438/2441 [====>.........................] - ETA: 10:26 - loss: 787.6402 - logits_profile_predictions_loss: 778.2193 - logcount_predictions_loss: 0.3464 439/2441 [====>.........................] - ETA: 10:25 - loss: 787.6342 - logits_profile_predictions_loss: 778.2134 - logcount_predictions_loss: 0.3463 440/2441 [====>.........................] - ETA: 10:25 - loss: 787.6284 - logits_profile_predictions_loss: 778.2078 - logcount_predictions_loss: 0.3463 441/2441 [====>.........................] - ETA: 10:25 - loss: 787.6225 - logits_profile_predictions_loss: 778.2020 - logcount_predictions_loss: 0.3463 442/2441 [====>.........................] - ETA: 10:24 - loss: 787.6159 - logits_profile_predictions_loss: 778.1956 - logcount_predictions_loss: 0.3463 443/2441 [====>.........................] - ETA: 10:24 - loss: 787.6096 - logits_profile_predictions_loss: 778.1894 - logcount_predictions_loss: 0.3463 444/2441 [====>.........................] - ETA: 10:24 - loss: 787.6029 - logits_profile_predictions_loss: 778.1828 - logcount_predictions_loss: 0.3463 445/2441 [====>.........................] - ETA: 10:23 - loss: 787.5963 - logits_profile_predictions_loss: 778.1764 - logcount_predictions_loss: 0.3463 446/2441 [====>.........................] - ETA: 10:23 - loss: 787.5894 - logits_profile_predictions_loss: 778.1695 - logcount_predictions_loss: 0.3463 447/2441 [====>.........................] - ETA: 10:23 - loss: 787.5821 - logits_profile_predictions_loss: 778.1624 - logcount_predictions_loss: 0.3463 448/2441 [====>.........................] - ETA: 10:23 - loss: 787.5748 - logits_profile_predictions_loss: 778.1552 - logcount_predictions_loss: 0.3463 449/2441 [====>.........................] - ETA: 10:22 - loss: 787.5680 - logits_profile_predictions_loss: 778.1485 - logcount_predictions_loss: 0.3463 450/2441 [====>.........................] - ETA: 10:22 - loss: 787.5612 - logits_profile_predictions_loss: 778.1418 - logcount_predictions_loss: 0.3463 451/2441 [====>.........................] - ETA: 10:22 - loss: 787.5545 - logits_profile_predictions_loss: 778.1352 - logcount_predictions_loss: 0.3463 452/2441 [====>.........................] - ETA: 10:21 - loss: 787.5475 - logits_profile_predictions_loss: 778.1283 - logcount_predictions_loss: 0.3463 453/2441 [====>.........................] - ETA: 10:21 - loss: 787.5407 - logits_profile_predictions_loss: 778.1216 - logcount_predictions_loss: 0.3463 454/2441 [====>.........................] - ETA: 10:21 - loss: 787.5337 - logits_profile_predictions_loss: 778.1147 - logcount_predictions_loss: 0.3463 455/2441 [====>.........................] - ETA: 10:20 - loss: 787.5261 - logits_profile_predictions_loss: 778.1073 - logcount_predictions_loss: 0.3463 456/2441 [====>.........................] - ETA: 10:20 - loss: 787.5185 - logits_profile_predictions_loss: 778.0997 - logcount_predictions_loss: 0.3463 457/2441 [====>.........................] - ETA: 10:20 - loss: 787.5113 - logits_profile_predictions_loss: 778.0925 - logcount_predictions_loss: 0.3463 458/2441 [====>.........................] - ETA: 10:19 - loss: 787.5042 - logits_profile_predictions_loss: 778.0855 - logcount_predictions_loss: 0.3463 459/2441 [====>.........................] - ETA: 10:19 - loss: 787.4972 - logits_profile_predictions_loss: 778.0786 - logcount_predictions_loss: 0.3463 460/2441 [====>.........................] - ETA: 10:19 - loss: 787.4902 - logits_profile_predictions_loss: 778.0716 - logcount_predictions_loss: 0.3463 461/2441 [====>.........................] - ETA: 10:18 - loss: 787.4830 - logits_profile_predictions_loss: 778.0645 - logcount_predictions_loss: 0.3463 462/2441 [====>.........................] - ETA: 10:18 - loss: 787.4761 - logits_profile_predictions_loss: 778.0576 - logcount_predictions_loss: 0.3463 463/2441 [====>.........................] - ETA: 10:18 - loss: 787.4689 - logits_profile_predictions_loss: 778.0505 - logcount_predictions_loss: 0.3463 464/2441 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[=====>........................] - ETA: 10:10 - loss: 787.3293 - logits_profile_predictions_loss: 777.9118 - logcount_predictions_loss: 0.3462 491/2441 [=====>........................] - ETA: 10:09 - loss: 787.3248 - logits_profile_predictions_loss: 777.9073 - logcount_predictions_loss: 0.3462 492/2441 [=====>........................] - ETA: 10:09 - loss: 787.3206 - logits_profile_predictions_loss: 777.9032 - logcount_predictions_loss: 0.3462 493/2441 [=====>........................] - ETA: 10:09 - loss: 787.3165 - logits_profile_predictions_loss: 777.8992 - logcount_predictions_loss: 0.3462 494/2441 [=====>........................] - ETA: 10:08 - loss: 787.3124 - logits_profile_predictions_loss: 777.8951 - logcount_predictions_loss: 0.3462 495/2441 [=====>........................] - ETA: 10:08 - loss: 787.3080 - logits_profile_predictions_loss: 777.8907 - logcount_predictions_loss: 0.3462 496/2441 [=====>........................] - ETA: 10:08 - loss: 787.3036 - 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[=====>........................] - ETA: 10:06 - loss: 787.2699 - logits_profile_predictions_loss: 777.8527 - logcount_predictions_loss: 0.3462 504/2441 [=====>........................] - ETA: 10:05 - loss: 787.2652 - logits_profile_predictions_loss: 777.8479 - logcount_predictions_loss: 0.3462 505/2441 [=====>........................] - ETA: 10:05 - loss: 787.2606 - logits_profile_predictions_loss: 777.8433 - logcount_predictions_loss: 0.3462 506/2441 [=====>........................] - ETA: 10:05 - loss: 787.2559 - logits_profile_predictions_loss: 777.8387 - logcount_predictions_loss: 0.3462 507/2441 [=====>........................] - ETA: 10:04 - loss: 787.2507 - logits_profile_predictions_loss: 777.8334 - logcount_predictions_loss: 0.3462 508/2441 [=====>........................] - ETA: 10:04 - loss: 787.2457 - logits_profile_predictions_loss: 777.8284 - logcount_predictions_loss: 0.3462 509/2441 [=====>........................] - ETA: 10:04 - loss: 787.2408 - 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[=====>........................] - ETA: 10:02 - loss: 787.2063 - logits_profile_predictions_loss: 777.7892 - logcount_predictions_loss: 0.3462 517/2441 [=====>........................] - ETA: 10:01 - loss: 787.2015 - logits_profile_predictions_loss: 777.7844 - logcount_predictions_loss: 0.3462 518/2441 [=====>........................] - ETA: 10:01 - loss: 787.1969 - logits_profile_predictions_loss: 777.7798 - logcount_predictions_loss: 0.3462 519/2441 [=====>........................] - ETA: 10:01 - loss: 787.1925 - logits_profile_predictions_loss: 777.7754 - logcount_predictions_loss: 0.3462 520/2441 [=====>........................] - ETA: 10:00 - loss: 787.1879 - logits_profile_predictions_loss: 777.7709 - logcount_predictions_loss: 0.3462 521/2441 [=====>........................] - ETA: 10:00 - loss: 787.1836 - logits_profile_predictions_loss: 777.7666 - logcount_predictions_loss: 0.3462 522/2441 [=====>........................] - ETA: 10:00 - loss: 787.1792 - 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[=====>........................] - ETA: 9:58 - loss: 787.1442 - logits_profile_predictions_loss: 777.7273 - logcount_predictions_loss: 0.3462 530/2441 [=====>........................] - ETA: 9:57 - loss: 787.1394 - logits_profile_predictions_loss: 777.7225 - logcount_predictions_loss: 0.3462 531/2441 [=====>........................] - ETA: 9:57 - loss: 787.1347 - logits_profile_predictions_loss: 777.7178 - logcount_predictions_loss: 0.3462 532/2441 [=====>........................] - ETA: 9:57 - loss: 787.1298 - logits_profile_predictions_loss: 777.7129 - logcount_predictions_loss: 0.3462 533/2441 [=====>........................] - ETA: 9:56 - loss: 787.1247 - logits_profile_predictions_loss: 777.7078 - logcount_predictions_loss: 0.3462 534/2441 [=====>........................] - ETA: 9:56 - loss: 787.1197 - logits_profile_predictions_loss: 777.7029 - logcount_predictions_loss: 0.3462 535/2441 [=====>........................] - ETA: 9:56 - loss: 787.1148 - 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[=====>........................] - ETA: 9:53 - loss: 787.0801 - logits_profile_predictions_loss: 777.6636 - logcount_predictions_loss: 0.3462 543/2441 [=====>........................] - ETA: 9:53 - loss: 787.0750 - logits_profile_predictions_loss: 777.6586 - logcount_predictions_loss: 0.3462 544/2441 [=====>........................] - ETA: 9:53 - loss: 787.0701 - logits_profile_predictions_loss: 777.6538 - logcount_predictions_loss: 0.3462 545/2441 [=====>........................] - ETA: 9:53 - loss: 787.0651 - logits_profile_predictions_loss: 777.6489 - logcount_predictions_loss: 0.3462 546/2441 [=====>........................] - ETA: 9:52 - loss: 787.0603 - logits_profile_predictions_loss: 777.6441 - logcount_predictions_loss: 0.3462 547/2441 [=====>........................] - ETA: 9:52 - loss: 787.0558 - logits_profile_predictions_loss: 777.6396 - logcount_predictions_loss: 0.3462 548/2441 [=====>........................] - ETA: 9:52 - loss: 787.0509 - 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[=====>........................] - ETA: 9:49 - loss: 787.0208 - logits_profile_predictions_loss: 777.6048 - logcount_predictions_loss: 0.3462 556/2441 [=====>........................] - ETA: 9:49 - loss: 787.0168 - logits_profile_predictions_loss: 777.6008 - logcount_predictions_loss: 0.3462 557/2441 [=====>........................] - ETA: 9:49 - loss: 787.0133 - logits_profile_predictions_loss: 777.5973 - logcount_predictions_loss: 0.3462 558/2441 [=====>........................] - ETA: 9:49 - loss: 787.0095 - logits_profile_predictions_loss: 777.5936 - logcount_predictions_loss: 0.3462 559/2441 [=====>........................] - ETA: 9:48 - loss: 787.0056 - logits_profile_predictions_loss: 777.5897 - logcount_predictions_loss: 0.3462 560/2441 [=====>........................] - ETA: 9:48 - loss: 787.0016 - logits_profile_predictions_loss: 777.5857 - logcount_predictions_loss: 0.3462 561/2441 [=====>........................] - ETA: 9:48 - loss: 786.9969 - 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[=====>........................] - ETA: 9:45 - loss: 786.9643 - logits_profile_predictions_loss: 777.5487 - logcount_predictions_loss: 0.3462 569/2441 [=====>........................] - ETA: 9:45 - loss: 786.9598 - logits_profile_predictions_loss: 777.5442 - logcount_predictions_loss: 0.3462 570/2441 [======>.......................] - ETA: 9:45 - loss: 786.9556 - logits_profile_predictions_loss: 777.5401 - logcount_predictions_loss: 0.3462 571/2441 [======>.......................] - ETA: 9:45 - loss: 786.9517 - logits_profile_predictions_loss: 777.5361 - logcount_predictions_loss: 0.3462 572/2441 [======>.......................] - ETA: 9:44 - loss: 786.9475 - logits_profile_predictions_loss: 777.5320 - logcount_predictions_loss: 0.3462 573/2441 [======>.......................] - ETA: 9:44 - loss: 786.9432 - logits_profile_predictions_loss: 777.5277 - logcount_predictions_loss: 0.3462 574/2441 [======>.......................] - ETA: 9:44 - loss: 786.9390 - 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[============================>.] - ETA: 16s - loss: 788.0939 - logits_profile_predictions_loss: 778.6243 - logcount_predictions_loss: 0.3481 2389/2441 [============================>.] - ETA: 16s - loss: 788.0945 - logits_profile_predictions_loss: 778.6249 - logcount_predictions_loss: 0.3481 2390/2441 [============================>.] - ETA: 15s - loss: 788.0952 - logits_profile_predictions_loss: 778.6255 - logcount_predictions_loss: 0.3481 2391/2441 [============================>.] - ETA: 15s - loss: 788.0958 - logits_profile_predictions_loss: 778.6262 - logcount_predictions_loss: 0.3481 2392/2441 [============================>.] - ETA: 15s - loss: 788.0965 - logits_profile_predictions_loss: 778.6268 - logcount_predictions_loss: 0.3481 2393/2441 [============================>.] - ETA: 15s - loss: 788.0971 - logits_profile_predictions_loss: 778.6274 - logcount_predictions_loss: 0.3481 2394/2441 [============================>.] - ETA: 14s - loss: 788.0978 - 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[============================>.] - ETA: 12s - loss: 788.1023 - logits_profile_predictions_loss: 778.6324 - logcount_predictions_loss: 0.3481 2402/2441 [============================>.] - ETA: 12s - loss: 788.1029 - logits_profile_predictions_loss: 778.6330 - logcount_predictions_loss: 0.3482 2403/2441 [============================>.] - ETA: 11s - loss: 788.1036 - logits_profile_predictions_loss: 778.6336 - logcount_predictions_loss: 0.3482 2404/2441 [============================>.] - ETA: 11s - loss: 788.1042 - logits_profile_predictions_loss: 778.6343 - logcount_predictions_loss: 0.3482 2405/2441 [============================>.] - ETA: 11s - loss: 788.1049 - logits_profile_predictions_loss: 778.6349 - logcount_predictions_loss: 0.3482 2406/2441 [============================>.] - ETA: 10s - loss: 788.1055 - logits_profile_predictions_loss: 778.6355 - logcount_predictions_loss: 0.3482 2407/2441 [============================>.] - ETA: 10s - loss: 788.1062 - 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[============================>.] - ETA: 8s - loss: 788.1105 - logits_profile_predictions_loss: 778.6403 - logcount_predictions_loss: 0.3482 2415/2441 [============================>.] - ETA: 8s - loss: 788.1111 - logits_profile_predictions_loss: 778.6408 - logcount_predictions_loss: 0.3482 2416/2441 [============================>.] - ETA: 7s - loss: 788.1117 - logits_profile_predictions_loss: 778.6414 - logcount_predictions_loss: 0.3482 2417/2441 [============================>.] - ETA: 7s - loss: 788.1122 - logits_profile_predictions_loss: 778.6420 - logcount_predictions_loss: 0.3482 2418/2441 [============================>.] - ETA: 7s - loss: 788.1128 - logits_profile_predictions_loss: 778.6425 - logcount_predictions_loss: 0.3482 2419/2441 [============================>.] - ETA: 6s - loss: 788.1134 - logits_profile_predictions_loss: 778.6431 - logcount_predictions_loss: 0.3482 2420/2441 [============================>.] - ETA: 6s - loss: 788.1140 - logits_profile_predictions_loss: 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2434/2441 [============================>.] - ETA: 2s - loss: 788.1222 - logits_profile_predictions_loss: 778.6515 - logcount_predictions_loss: 0.3482 2435/2441 [============================>.] - ETA: 1s - loss: 788.1228 - logits_profile_predictions_loss: 778.6521 - logcount_predictions_loss: 0.3482 2436/2441 [============================>.] - ETA: 1s - loss: 788.1234 - logits_profile_predictions_loss: 778.6526 - logcount_predictions_loss: 0.3482 2437/2441 [============================>.] - ETA: 1s - loss: 788.1239 - logits_profile_predictions_loss: 778.6532 - logcount_predictions_loss: 0.3482 2438/2441 [============================>.] - ETA: 0s - loss: 788.1245 - logits_profile_predictions_loss: 778.6537 - logcount_predictions_loss: 0.3482 2439/2441 [============================>.] - ETA: 0s - loss: 788.1251 - logits_profile_predictions_loss: 778.6543 - logcount_predictions_loss: 0.3482 2440/2441 [============================>.] - ETA: 0s - loss: 788.1257 - logits_profile_predictions_loss: 778.6549 - logcount_predictions_loss: 0.3482 2441/2441 [==============================] - ETA: 0s - loss: 788.1264 - logits_profile_predictions_loss: 778.6555 - logcount_predictions_loss: 0.3482 2441/2441 [==============================] - 797s 326ms/step - loss: 788.1270 - logits_profile_predictions_loss: 778.6561 - logcount_predictions_loss: 0.3482 - val_loss: 783.3565 - val_logits_profile_predictions_loss: 773.3169 - val_logcount_predictions_loss: 0.3691 Epoch 00007: val_loss improved from 784.92896 to 783.35651, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR922YEW//chrombppnet_model_encsr880cub_bias_fold_3/chrombpnet.h5 Epoch 8/50 1/2441 [..............................] - ETA: 13:06 - loss: 841.5434 - logits_profile_predictions_loss: 831.9257 - logcount_predictions_loss: 0.3536 2/2441 [..............................] - ETA: 12:36 - loss: 833.6441 - logits_profile_predictions_loss: 824.5069 - logcount_predictions_loss: 0.3359 3/2441 [..............................] - ETA: 12:35 - loss: 826.1125 - logits_profile_predictions_loss: 817.0901 - logcount_predictions_loss: 0.3317 4/2441 [..............................] - ETA: 12:35 - loss: 824.9786 - logits_profile_predictions_loss: 816.1319 - logcount_predictions_loss: 0.3252 5/2441 [..............................] - ETA: 12:35 - loss: 822.1938 - logits_profile_predictions_loss: 813.4569 - logcount_predictions_loss: 0.3212 6/2441 [..............................] - ETA: 12:35 - loss: 819.5714 - logits_profile_predictions_loss: 810.9102 - logcount_predictions_loss: 0.3184 7/2441 [..............................] - ETA: 12:35 - loss: 816.5916 - logits_profile_predictions_loss: 807.9825 - logcount_predictions_loss: 0.3165 8/2441 [..............................] - ETA: 12:35 - loss: 814.4692 - logits_profile_predictions_loss: 805.8843 - logcount_predictions_loss: 0.3156 9/2441 [..............................] - ETA: 12:34 - loss: 814.5707 - 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[..............................] - ETA: 12:32 - loss: 808.7593 - logits_profile_predictions_loss: 800.1155 - logcount_predictions_loss: 0.3178 17/2441 [..............................] - ETA: 12:32 - loss: 807.5848 - logits_profile_predictions_loss: 798.9363 - logcount_predictions_loss: 0.3180 18/2441 [..............................] - ETA: 12:32 - loss: 806.5963 - logits_profile_predictions_loss: 797.9422 - logcount_predictions_loss: 0.3182 19/2441 [..............................] - ETA: 12:32 - loss: 805.5770 - logits_profile_predictions_loss: 796.9229 - logcount_predictions_loss: 0.3182 20/2441 [..............................] - ETA: 12:31 - loss: 804.4190 - logits_profile_predictions_loss: 795.7713 - logcount_predictions_loss: 0.3179 21/2441 [..............................] - ETA: 12:31 - loss: 803.0379 - logits_profile_predictions_loss: 794.4051 - logcount_predictions_loss: 0.3174 22/2441 [..............................] - ETA: 12:31 - loss: 801.8516 - 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[..............................] - ETA: 12:29 - loss: 798.2078 - logits_profile_predictions_loss: 789.6195 - logcount_predictions_loss: 0.3157 30/2441 [..............................] - ETA: 12:28 - loss: 797.8780 - logits_profile_predictions_loss: 789.2889 - logcount_predictions_loss: 0.3158 31/2441 [..............................] - ETA: 12:28 - loss: 797.4865 - logits_profile_predictions_loss: 788.8991 - logcount_predictions_loss: 0.3157 32/2441 [..............................] - ETA: 12:28 - loss: 797.1058 - logits_profile_predictions_loss: 788.5222 - logcount_predictions_loss: 0.3156 33/2441 [..............................] - ETA: 12:28 - loss: 796.7690 - logits_profile_predictions_loss: 788.1904 - logcount_predictions_loss: 0.3154 34/2441 [..............................] - ETA: 12:27 - loss: 796.4434 - logits_profile_predictions_loss: 787.8724 - logcount_predictions_loss: 0.3151 35/2441 [..............................] - ETA: 12:27 - loss: 796.0391 - 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[..............................] - ETA: 12:25 - loss: 793.4619 - logits_profile_predictions_loss: 784.9625 - logcount_predictions_loss: 0.3125 43/2441 [..............................] - ETA: 12:25 - loss: 793.2508 - logits_profile_predictions_loss: 784.7613 - logcount_predictions_loss: 0.3121 44/2441 [..............................] - ETA: 12:25 - loss: 793.0390 - logits_profile_predictions_loss: 784.5601 - logcount_predictions_loss: 0.3117 45/2441 [..............................] - ETA: 12:24 - loss: 792.7896 - logits_profile_predictions_loss: 784.3201 - logcount_predictions_loss: 0.3114 46/2441 [..............................] - ETA: 12:24 - loss: 792.5389 - logits_profile_predictions_loss: 784.0782 - logcount_predictions_loss: 0.3111 47/2441 [..............................] - ETA: 12:24 - loss: 792.3057 - logits_profile_predictions_loss: 783.8526 - logcount_predictions_loss: 0.3108 48/2441 [..............................] - ETA: 12:24 - loss: 792.0993 - 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[===>..........................] - ETA: 10:39 - loss: 787.1301 - logits_profile_predictions_loss: 778.1556 - logcount_predictions_loss: 0.3299 394/2441 [===>..........................] - ETA: 10:39 - loss: 787.1287 - logits_profile_predictions_loss: 778.1538 - logcount_predictions_loss: 0.3300 395/2441 [===>..........................] - ETA: 10:39 - loss: 787.1275 - logits_profile_predictions_loss: 778.1521 - logcount_predictions_loss: 0.3300 396/2441 [===>..........................] - ETA: 10:38 - loss: 787.1263 - logits_profile_predictions_loss: 778.1503 - logcount_predictions_loss: 0.3300 397/2441 [===>..........................] - ETA: 10:38 - loss: 787.1249 - logits_profile_predictions_loss: 778.1485 - logcount_predictions_loss: 0.3300 398/2441 [===>..........................] - ETA: 10:38 - loss: 787.1236 - logits_profile_predictions_loss: 778.1466 - logcount_predictions_loss: 0.3300 399/2441 [===>..........................] - ETA: 10:38 - loss: 787.1223 - 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[===>..........................] - ETA: 10:35 - loss: 787.1153 - logits_profile_predictions_loss: 778.1347 - logcount_predictions_loss: 0.3302 407/2441 [====>.........................] - ETA: 10:35 - loss: 787.1139 - logits_profile_predictions_loss: 778.1329 - logcount_predictions_loss: 0.3302 408/2441 [====>.........................] - ETA: 10:35 - loss: 787.1126 - logits_profile_predictions_loss: 778.1311 - logcount_predictions_loss: 0.3302 409/2441 [====>.........................] - ETA: 10:34 - loss: 787.1111 - logits_profile_predictions_loss: 778.1292 - logcount_predictions_loss: 0.3302 410/2441 [====>.........................] - ETA: 10:34 - loss: 787.1096 - logits_profile_predictions_loss: 778.1273 - logcount_predictions_loss: 0.3302 411/2441 [====>.........................] - ETA: 10:34 - loss: 787.1078 - logits_profile_predictions_loss: 778.1251 - logcount_predictions_loss: 0.3302 412/2441 [====>.........................] - ETA: 10:34 - loss: 787.1063 - logits_profile_predictions_loss: 778.1232 - logcount_predictions_loss: 0.3303 413/2441 [====>.........................] - ETA: 10:33 - loss: 787.1056 - logits_profile_predictions_loss: 778.1221 - logcount_predictions_loss: 0.3303 414/2441 [====>.........................] - ETA: 10:33 - loss: 787.1046 - logits_profile_predictions_loss: 778.1207 - logcount_predictions_loss: 0.3303 415/2441 [====>.........................] - ETA: 10:33 - loss: 787.1031 - logits_profile_predictions_loss: 778.1188 - logcount_predictions_loss: 0.3303 416/2441 [====>.........................] - ETA: 10:32 - loss: 787.1023 - logits_profile_predictions_loss: 778.1177 - logcount_predictions_loss: 0.3303 417/2441 [====>.........................] - ETA: 10:32 - loss: 787.1008 - logits_profile_predictions_loss: 778.1158 - logcount_predictions_loss: 0.3303 418/2441 [====>.........................] - ETA: 10:32 - loss: 787.0991 - logits_profile_predictions_loss: 778.1137 - logcount_predictions_loss: 0.3303 419/2441 [====>.........................] - ETA: 10:31 - loss: 787.0979 - logits_profile_predictions_loss: 778.1122 - logcount_predictions_loss: 0.3304 420/2441 [====>.........................] - ETA: 10:31 - loss: 787.0975 - logits_profile_predictions_loss: 778.1114 - logcount_predictions_loss: 0.3304 421/2441 [====>.........................] - ETA: 10:31 - loss: 787.0980 - logits_profile_predictions_loss: 778.1116 - logcount_predictions_loss: 0.3304 422/2441 [====>.........................] - ETA: 10:30 - loss: 787.0991 - logits_profile_predictions_loss: 778.1123 - logcount_predictions_loss: 0.3304 423/2441 [====>.........................] - ETA: 10:30 - loss: 787.1004 - logits_profile_predictions_loss: 778.1132 - logcount_predictions_loss: 0.3304 424/2441 [====>.........................] - ETA: 10:30 - loss: 787.1018 - logits_profile_predictions_loss: 778.1142 - logcount_predictions_loss: 0.3304 425/2441 [====>.........................] - ETA: 10:30 - loss: 787.1027 - logits_profile_predictions_loss: 778.1148 - logcount_predictions_loss: 0.3304 426/2441 [====>.........................] - ETA: 10:29 - loss: 787.1034 - logits_profile_predictions_loss: 778.1151 - logcount_predictions_loss: 0.3305 427/2441 [====>.........................] - ETA: 10:29 - loss: 787.1038 - logits_profile_predictions_loss: 778.1151 - logcount_predictions_loss: 0.3305 428/2441 [====>.........................] - ETA: 10:29 - loss: 787.1043 - logits_profile_predictions_loss: 778.1153 - logcount_predictions_loss: 0.3305 429/2441 [====>.........................] - ETA: 10:28 - loss: 787.1052 - logits_profile_predictions_loss: 778.1158 - logcount_predictions_loss: 0.3305 430/2441 [====>.........................] - ETA: 10:28 - loss: 787.1066 - logits_profile_predictions_loss: 778.1168 - logcount_predictions_loss: 0.3305 431/2441 [====>.........................] - ETA: 10:28 - loss: 787.1081 - logits_profile_predictions_loss: 778.1180 - logcount_predictions_loss: 0.3305 432/2441 [====>.........................] - ETA: 10:27 - loss: 787.1093 - logits_profile_predictions_loss: 778.1189 - logcount_predictions_loss: 0.3305 433/2441 [====>.........................] - ETA: 10:27 - loss: 787.1111 - logits_profile_predictions_loss: 778.1202 - logcount_predictions_loss: 0.3305 434/2441 [====>.........................] - ETA: 10:27 - loss: 787.1133 - logits_profile_predictions_loss: 778.1221 - logcount_predictions_loss: 0.3306 435/2441 [====>.........................] - ETA: 10:26 - loss: 787.1156 - logits_profile_predictions_loss: 778.1240 - logcount_predictions_loss: 0.3306 436/2441 [====>.........................] - ETA: 10:26 - loss: 787.1181 - logits_profile_predictions_loss: 778.1261 - logcount_predictions_loss: 0.3306 437/2441 [====>.........................] - ETA: 10:26 - loss: 787.1208 - logits_profile_predictions_loss: 778.1285 - logcount_predictions_loss: 0.3306 438/2441 [====>.........................] - ETA: 10:26 - loss: 787.1240 - logits_profile_predictions_loss: 778.1312 - logcount_predictions_loss: 0.3306 439/2441 [====>.........................] - ETA: 10:25 - loss: 787.1273 - logits_profile_predictions_loss: 778.1342 - logcount_predictions_loss: 0.3306 440/2441 [====>.........................] - ETA: 10:25 - loss: 787.1310 - logits_profile_predictions_loss: 778.1375 - logcount_predictions_loss: 0.3306 441/2441 [====>.........................] - ETA: 10:25 - loss: 787.1345 - logits_profile_predictions_loss: 778.1405 - logcount_predictions_loss: 0.3307 442/2441 [====>.........................] - ETA: 10:24 - loss: 787.1389 - logits_profile_predictions_loss: 778.1445 - logcount_predictions_loss: 0.3307 443/2441 [====>.........................] - ETA: 10:24 - loss: 787.1428 - logits_profile_predictions_loss: 778.1481 - logcount_predictions_loss: 0.3307 444/2441 [====>.........................] - ETA: 10:24 - loss: 787.1466 - logits_profile_predictions_loss: 778.1515 - logcount_predictions_loss: 0.3307 445/2441 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[============================>.] - ETA: 10s - loss: 785.4083 - logits_profile_predictions_loss: 776.2794 - logcount_predictions_loss: 0.3356 2409/2441 [============================>.] - ETA: 10s - loss: 785.4087 - logits_profile_predictions_loss: 776.2798 - logcount_predictions_loss: 0.3356 2410/2441 [============================>.] - ETA: 9s - loss: 785.4091 - logits_profile_predictions_loss: 776.2802 - logcount_predictions_loss: 0.3356  2411/2441 [============================>.] - ETA: 9s - loss: 785.4096 - logits_profile_predictions_loss: 776.2806 - logcount_predictions_loss: 0.3356 2412/2441 [============================>.] - ETA: 9s - loss: 785.4100 - logits_profile_predictions_loss: 776.2810 - logcount_predictions_loss: 0.3356 2413/2441 [============================>.] - ETA: 8s - loss: 785.4103 - logits_profile_predictions_loss: 776.2814 - logcount_predictions_loss: 0.3356 2414/2441 [============================>.] - ETA: 8s - loss: 785.4107 - logits_profile_predictions_loss: 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[==============================] - ETA: 0s - loss: 785.4207 - logits_profile_predictions_loss: 776.2911 - logcount_predictions_loss: 0.3356 2441/2441 [==============================] - 797s 326ms/step - loss: 785.4211 - logits_profile_predictions_loss: 776.2914 - logcount_predictions_loss: 0.3356 - val_loss: 775.7292 - val_logits_profile_predictions_loss: 765.8486 - val_logcount_predictions_loss: 0.3633 Epoch 00008: val_loss improved from 783.35651 to 775.72925, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR922YEW//chrombppnet_model_encsr880cub_bias_fold_3/chrombpnet.h5 Epoch 9/50 1/2441 [..............................] - ETA: 12:54 - loss: 755.9110 - logits_profile_predictions_loss: 746.4034 - logcount_predictions_loss: 0.3495 2/2441 [..............................] - ETA: 12:31 - loss: 801.6613 - logits_profile_predictions_loss: 792.4044 - logcount_predictions_loss: 0.3403 3/2441 [..............................] - ETA: 12:31 - loss: 804.3276 - logits_profile_predictions_loss: 795.0995 - logcount_predictions_loss: 0.3393 4/2441 [..............................] - ETA: 12:34 - loss: 808.6055 - logits_profile_predictions_loss: 799.3086 - logcount_predictions_loss: 0.3418 5/2441 [..............................] - ETA: 12:34 - loss: 810.1131 - logits_profile_predictions_loss: 800.6238 - logcount_predictions_loss: 0.3489 6/2441 [..............................] - ETA: 12:33 - loss: 807.5902 - logits_profile_predictions_loss: 797.9376 - logcount_predictions_loss: 0.3549 7/2441 [..............................] - ETA: 12:33 - loss: 806.9423 - logits_profile_predictions_loss: 797.1812 - logcount_predictions_loss: 0.3589 8/2441 [..............................] - ETA: 12:33 - loss: 806.3250 - logits_profile_predictions_loss: 796.5304 - logcount_predictions_loss: 0.3601 9/2441 [..............................] - ETA: 12:33 - loss: 806.4048 - logits_profile_predictions_loss: 796.6072 - logcount_predictions_loss: 0.3602 10/2441 [..............................] - ETA: 12:33 - loss: 805.3998 - logits_profile_predictions_loss: 795.5964 - logcount_predictions_loss: 0.3604 11/2441 [..............................] - ETA: 12:32 - loss: 804.6040 - logits_profile_predictions_loss: 794.7889 - logcount_predictions_loss: 0.3608 12/2441 [..............................] - ETA: 12:32 - loss: 804.0675 - logits_profile_predictions_loss: 794.2639 - logcount_predictions_loss: 0.3604 13/2441 [..............................] - ETA: 12:32 - loss: 802.8887 - logits_profile_predictions_loss: 793.1032 - logcount_predictions_loss: 0.3598 14/2441 [..............................] - ETA: 12:32 - loss: 801.3518 - logits_profile_predictions_loss: 791.6044 - logcount_predictions_loss: 0.3584 15/2441 [..............................] - ETA: 12:31 - loss: 800.4897 - logits_profile_predictions_loss: 790.7851 - logcount_predictions_loss: 0.3568 16/2441 [..............................] - ETA: 12:31 - loss: 799.6078 - 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[..............................] - ETA: 12:29 - loss: 796.8327 - logits_profile_predictions_loss: 787.4400 - logcount_predictions_loss: 0.3453 24/2441 [..............................] - ETA: 12:29 - loss: 796.5174 - logits_profile_predictions_loss: 787.1579 - logcount_predictions_loss: 0.3441 25/2441 [..............................] - ETA: 12:29 - loss: 796.2237 - logits_profile_predictions_loss: 786.8948 - logcount_predictions_loss: 0.3430 26/2441 [..............................] - ETA: 12:29 - loss: 795.8905 - logits_profile_predictions_loss: 786.5897 - logcount_predictions_loss: 0.3419 27/2441 [..............................] - ETA: 12:28 - loss: 795.9217 - logits_profile_predictions_loss: 786.6434 - logcount_predictions_loss: 0.3411 28/2441 [..............................] - ETA: 12:28 - loss: 795.9383 - logits_profile_predictions_loss: 786.6799 - logcount_predictions_loss: 0.3404 29/2441 [..............................] - ETA: 12:28 - loss: 795.9476 - 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logits_profile_predictions_loss: 772.3216 - logcount_predictions_loss: 0.3226 407/2441 [====>.........................] - ETA: 10:34 - loss: 781.0941 - logits_profile_predictions_loss: 772.3202 - logcount_predictions_loss: 0.3226 408/2441 [====>.........................] - ETA: 10:34 - loss: 781.0928 - logits_profile_predictions_loss: 772.3184 - logcount_predictions_loss: 0.3226 409/2441 [====>.........................] - ETA: 10:34 - loss: 781.0909 - logits_profile_predictions_loss: 772.3160 - logcount_predictions_loss: 0.3226 410/2441 [====>.........................] - ETA: 10:33 - loss: 781.0886 - logits_profile_predictions_loss: 772.3133 - logcount_predictions_loss: 0.3226 411/2441 [====>.........................] - ETA: 10:33 - loss: 781.0864 - logits_profile_predictions_loss: 772.3105 - logcount_predictions_loss: 0.3226 412/2441 [====>.........................] - ETA: 10:33 - loss: 781.0837 - logits_profile_predictions_loss: 772.3074 - logcount_predictions_loss: 0.3227 413/2441 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logits_profile_predictions_loss: 772.2839 - logcount_predictions_loss: 0.3228 420/2441 [====>.........................] - ETA: 10:30 - loss: 781.0597 - logits_profile_predictions_loss: 772.2798 - logcount_predictions_loss: 0.3228 421/2441 [====>.........................] - ETA: 10:30 - loss: 781.0556 - logits_profile_predictions_loss: 772.2752 - logcount_predictions_loss: 0.3228 422/2441 [====>.........................] - ETA: 10:30 - loss: 781.0514 - logits_profile_predictions_loss: 772.2705 - logcount_predictions_loss: 0.3228 423/2441 [====>.........................] - ETA: 10:29 - loss: 781.0472 - logits_profile_predictions_loss: 772.2658 - logcount_predictions_loss: 0.3228 424/2441 [====>.........................] - ETA: 10:29 - loss: 781.0430 - logits_profile_predictions_loss: 772.2611 - logcount_predictions_loss: 0.3229 425/2441 [====>.........................] - ETA: 10:29 - loss: 781.0391 - logits_profile_predictions_loss: 772.2568 - logcount_predictions_loss: 0.3229 426/2441 [====>.........................] - ETA: 10:28 - loss: 781.0361 - logits_profile_predictions_loss: 772.2532 - logcount_predictions_loss: 0.3229 427/2441 [====>.........................] - ETA: 10:28 - loss: 781.0327 - logits_profile_predictions_loss: 772.2493 - logcount_predictions_loss: 0.3229 428/2441 [====>.........................] - ETA: 10:28 - loss: 781.0294 - logits_profile_predictions_loss: 772.2455 - logcount_predictions_loss: 0.3229 429/2441 [====>.........................] - ETA: 10:28 - loss: 781.0266 - logits_profile_predictions_loss: 772.2422 - logcount_predictions_loss: 0.3230 430/2441 [====>.........................] - ETA: 10:27 - loss: 781.0235 - logits_profile_predictions_loss: 772.2386 - logcount_predictions_loss: 0.3230 431/2441 [====>.........................] - ETA: 10:27 - loss: 781.0200 - logits_profile_predictions_loss: 772.2346 - logcount_predictions_loss: 0.3230 432/2441 [====>.........................] - ETA: 10:27 - loss: 781.0165 - 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logits_profile_predictions_loss: 772.1775 - logcount_predictions_loss: 0.3233 446/2441 [====>.........................] - ETA: 10:22 - loss: 780.9656 - logits_profile_predictions_loss: 772.1727 - logcount_predictions_loss: 0.3233 447/2441 [====>.........................] - ETA: 10:22 - loss: 780.9614 - logits_profile_predictions_loss: 772.1680 - logcount_predictions_loss: 0.3233 448/2441 [====>.........................] - ETA: 10:22 - loss: 780.9569 - logits_profile_predictions_loss: 772.1630 - logcount_predictions_loss: 0.3233 449/2441 [====>.........................] - ETA: 10:21 - loss: 780.9523 - logits_profile_predictions_loss: 772.1580 - logcount_predictions_loss: 0.3233 450/2441 [====>.........................] - ETA: 10:21 - loss: 780.9476 - logits_profile_predictions_loss: 772.1529 - logcount_predictions_loss: 0.3233 451/2441 [====>.........................] - ETA: 10:21 - loss: 780.9426 - logits_profile_predictions_loss: 772.1474 - logcount_predictions_loss: 0.3234 452/2441 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logits_profile_predictions_loss: 772.1156 - logcount_predictions_loss: 0.3235 459/2441 [====>.........................] - ETA: 10:18 - loss: 780.9108 - logits_profile_predictions_loss: 772.1119 - logcount_predictions_loss: 0.3235 460/2441 [====>.........................] - ETA: 10:18 - loss: 780.9075 - logits_profile_predictions_loss: 772.1081 - logcount_predictions_loss: 0.3235 461/2441 [====>.........................] - ETA: 10:18 - loss: 780.9046 - logits_profile_predictions_loss: 772.1047 - logcount_predictions_loss: 0.3235 462/2441 [====>.........................] - ETA: 10:17 - loss: 780.9016 - logits_profile_predictions_loss: 772.1012 - logcount_predictions_loss: 0.3235 463/2441 [====>.........................] - ETA: 10:17 - loss: 780.8986 - logits_profile_predictions_loss: 772.0977 - logcount_predictions_loss: 0.3236 464/2441 [====>.........................] - ETA: 10:17 - loss: 780.8956 - logits_profile_predictions_loss: 772.0942 - logcount_predictions_loss: 0.3236 465/2441 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logits_profile_predictions_loss: 772.0664 - logcount_predictions_loss: 0.3237 472/2441 [====>.........................] - ETA: 10:14 - loss: 780.8676 - logits_profile_predictions_loss: 772.0625 - logcount_predictions_loss: 0.3237 473/2441 [====>.........................] - ETA: 10:14 - loss: 780.8644 - logits_profile_predictions_loss: 772.0588 - logcount_predictions_loss: 0.3237 474/2441 [====>.........................] - ETA: 10:14 - loss: 780.8618 - logits_profile_predictions_loss: 772.0557 - logcount_predictions_loss: 0.3238 475/2441 [====>.........................] - ETA: 10:13 - loss: 780.8590 - logits_profile_predictions_loss: 772.0524 - logcount_predictions_loss: 0.3238 476/2441 [====>.........................] - ETA: 10:13 - loss: 780.8560 - logits_profile_predictions_loss: 772.0489 - logcount_predictions_loss: 0.3238 477/2441 [====>.........................] - ETA: 10:13 - loss: 780.8529 - logits_profile_predictions_loss: 772.0453 - logcount_predictions_loss: 0.3238 478/2441 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[=====>........................] - ETA: 10:08 - loss: 780.7857 - logits_profile_predictions_loss: 771.9716 - logcount_predictions_loss: 0.3240 492/2441 [=====>........................] - ETA: 10:08 - loss: 780.7807 - logits_profile_predictions_loss: 771.9661 - logcount_predictions_loss: 0.3241 493/2441 [=====>........................] - ETA: 10:08 - loss: 780.7755 - logits_profile_predictions_loss: 771.9605 - logcount_predictions_loss: 0.3241 494/2441 [=====>........................] - ETA: 10:08 - loss: 780.7701 - logits_profile_predictions_loss: 771.9546 - logcount_predictions_loss: 0.3241 495/2441 [=====>........................] - ETA: 10:07 - loss: 780.7648 - logits_profile_predictions_loss: 771.9488 - logcount_predictions_loss: 0.3241 496/2441 [=====>........................] - ETA: 10:07 - loss: 780.7598 - logits_profile_predictions_loss: 771.9434 - logcount_predictions_loss: 0.3241 497/2441 [=====>........................] - ETA: 10:07 - loss: 780.7551 - 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[=====>........................] - ETA: 10:04 - loss: 780.7253 - logits_profile_predictions_loss: 771.9054 - logcount_predictions_loss: 0.3243 505/2441 [=====>........................] - ETA: 10:04 - loss: 780.7209 - logits_profile_predictions_loss: 771.9005 - logcount_predictions_loss: 0.3243 506/2441 [=====>........................] - ETA: 10:04 - loss: 780.7167 - logits_profile_predictions_loss: 771.8959 - logcount_predictions_loss: 0.3243 507/2441 [=====>........................] - ETA: 10:04 - loss: 780.7128 - logits_profile_predictions_loss: 771.8915 - logcount_predictions_loss: 0.3243 508/2441 [=====>........................] - ETA: 10:03 - loss: 780.7083 - logits_profile_predictions_loss: 771.8865 - logcount_predictions_loss: 0.3243 509/2441 [=====>........................] - ETA: 10:03 - loss: 780.7040 - logits_profile_predictions_loss: 771.8819 - logcount_predictions_loss: 0.3243 510/2441 [=====>........................] - ETA: 10:03 - loss: 780.6998 - 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[=====>........................] - ETA: 10:00 - loss: 780.6673 - logits_profile_predictions_loss: 771.8419 - logcount_predictions_loss: 0.3245 518/2441 [=====>........................] - ETA: 10:00 - loss: 780.6630 - logits_profile_predictions_loss: 771.8372 - logcount_predictions_loss: 0.3245 519/2441 [=====>........................] - ETA: 10:00 - loss: 780.6591 - logits_profile_predictions_loss: 771.8328 - logcount_predictions_loss: 0.3245 520/2441 [=====>........................] - ETA: 10:00 - loss: 780.6550 - logits_profile_predictions_loss: 771.8284 - logcount_predictions_loss: 0.3245 521/2441 [=====>........................] - ETA: 9:59 - loss: 780.6518 - logits_profile_predictions_loss: 771.8248 - logcount_predictions_loss: 0.3245  522/2441 [=====>........................] - ETA: 9:59 - loss: 780.6484 - logits_profile_predictions_loss: 771.8210 - logcount_predictions_loss: 0.3245 523/2441 [=====>........................] - ETA: 9:59 - loss: 780.6447 - 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[=====>........................] - ETA: 9:56 - loss: 780.6175 - logits_profile_predictions_loss: 771.7871 - logcount_predictions_loss: 0.3246 531/2441 [=====>........................] - ETA: 9:56 - loss: 780.6140 - logits_profile_predictions_loss: 771.7833 - logcount_predictions_loss: 0.3247 532/2441 [=====>........................] - ETA: 9:56 - loss: 780.6106 - logits_profile_predictions_loss: 771.7796 - logcount_predictions_loss: 0.3247 533/2441 [=====>........................] - ETA: 9:56 - loss: 780.6070 - logits_profile_predictions_loss: 771.7756 - logcount_predictions_loss: 0.3247 534/2441 [=====>........................] - ETA: 9:55 - loss: 780.6034 - logits_profile_predictions_loss: 771.7716 - logcount_predictions_loss: 0.3247 535/2441 [=====>........................] - ETA: 9:55 - loss: 780.5993 - logits_profile_predictions_loss: 771.7672 - logcount_predictions_loss: 0.3247 536/2441 [=====>........................] - ETA: 9:55 - loss: 780.5948 - 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[=====>........................] - ETA: 9:52 - loss: 780.5660 - logits_profile_predictions_loss: 771.7311 - logcount_predictions_loss: 0.3248 544/2441 [=====>........................] - ETA: 9:52 - loss: 780.5627 - logits_profile_predictions_loss: 771.7274 - logcount_predictions_loss: 0.3248 545/2441 [=====>........................] - ETA: 9:52 - loss: 780.5595 - logits_profile_predictions_loss: 771.7238 - logcount_predictions_loss: 0.3248 546/2441 [=====>........................] - ETA: 9:52 - loss: 780.5561 - logits_profile_predictions_loss: 771.7201 - logcount_predictions_loss: 0.3249 547/2441 [=====>........................] - ETA: 9:51 - loss: 780.5524 - logits_profile_predictions_loss: 771.7160 - logcount_predictions_loss: 0.3249 548/2441 [=====>........................] - ETA: 9:51 - loss: 780.5487 - logits_profile_predictions_loss: 771.7120 - logcount_predictions_loss: 0.3249 549/2441 [=====>........................] - ETA: 9:51 - loss: 780.5453 - 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[============================>.] - ETA: 12s - loss: 781.4444 - logits_profile_predictions_loss: 772.5239 - logcount_predictions_loss: 0.3280 2403/2441 [============================>.] - ETA: 11s - loss: 781.4453 - logits_profile_predictions_loss: 772.5248 - logcount_predictions_loss: 0.3280 2404/2441 [============================>.] - ETA: 11s - loss: 781.4463 - logits_profile_predictions_loss: 772.5257 - logcount_predictions_loss: 0.3280 2405/2441 [============================>.] - ETA: 11s - loss: 781.4472 - logits_profile_predictions_loss: 772.5266 - logcount_predictions_loss: 0.3280 2406/2441 [============================>.] - ETA: 10s - loss: 781.4480 - logits_profile_predictions_loss: 772.5275 - logcount_predictions_loss: 0.3280 2407/2441 [============================>.] - ETA: 10s - loss: 781.4489 - logits_profile_predictions_loss: 772.5284 - logcount_predictions_loss: 0.3280 2408/2441 [============================>.] - ETA: 10s - loss: 781.4498 - 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[============================>.] - ETA: 8s - loss: 781.4558 - logits_profile_predictions_loss: 772.5352 - logcount_predictions_loss: 0.3280 2416/2441 [============================>.] - ETA: 7s - loss: 781.4567 - logits_profile_predictions_loss: 772.5360 - logcount_predictions_loss: 0.3280 2417/2441 [============================>.] - ETA: 7s - loss: 781.4575 - logits_profile_predictions_loss: 772.5368 - logcount_predictions_loss: 0.3280 2418/2441 [============================>.] - ETA: 7s - loss: 781.4583 - logits_profile_predictions_loss: 772.5377 - logcount_predictions_loss: 0.3280 2419/2441 [============================>.] - ETA: 6s - loss: 781.4592 - logits_profile_predictions_loss: 772.5385 - logcount_predictions_loss: 0.3280 2420/2441 [============================>.] - ETA: 6s - loss: 781.4600 - logits_profile_predictions_loss: 772.5393 - logcount_predictions_loss: 0.3280 2421/2441 [============================>.] - ETA: 6s - loss: 781.4608 - logits_profile_predictions_loss: 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2435/2441 [============================>.] - ETA: 1s - loss: 781.4717 - logits_profile_predictions_loss: 772.5509 - logcount_predictions_loss: 0.3280 2436/2441 [============================>.] - ETA: 1s - loss: 781.4725 - logits_profile_predictions_loss: 772.5517 - logcount_predictions_loss: 0.3280 2437/2441 [============================>.] - ETA: 1s - loss: 781.4733 - logits_profile_predictions_loss: 772.5525 - logcount_predictions_loss: 0.3280 2438/2441 [============================>.] - ETA: 0s - loss: 781.4741 - logits_profile_predictions_loss: 772.5532 - logcount_predictions_loss: 0.3280 2439/2441 [============================>.] - ETA: 0s - loss: 781.4749 - logits_profile_predictions_loss: 772.5540 - logcount_predictions_loss: 0.3280 2440/2441 [============================>.] - ETA: 0s - loss: 781.4756 - logits_profile_predictions_loss: 772.5548 - logcount_predictions_loss: 0.3280 2441/2441 [==============================] - ETA: 0s - loss: 781.4764 - logits_profile_predictions_loss: 772.5555 - logcount_predictions_loss: 0.3280 2441/2441 [==============================] - 797s 326ms/step - loss: 781.4772 - logits_profile_predictions_loss: 772.5563 - logcount_predictions_loss: 0.3280 - val_loss: 778.1478 - val_logits_profile_predictions_loss: 768.8677 - val_logcount_predictions_loss: 0.3412 Epoch 00009: val_loss did not improve from 775.72925 Epoch 10/50 1/2441 [..............................] - ETA: 12:55 - loss: 789.2052 - logits_profile_predictions_loss: 781.8210 - logcount_predictions_loss: 0.2715 2/2441 [..............................] - ETA: 12:35 - loss: 763.7777 - logits_profile_predictions_loss: 756.6963 - logcount_predictions_loss: 0.2603 3/2441 [..............................] - ETA: 12:35 - loss: 758.6826 - logits_profile_predictions_loss: 751.3626 - logcount_predictions_loss: 0.2691 4/2441 [..............................] - ETA: 12:37 - loss: 755.9311 - logits_profile_predictions_loss: 748.3703 - 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748.9631 - logits_profile_predictions_loss: 741.0436 - logcount_predictions_loss: 0.2912 12/2441 [..............................] - ETA: 12:34 - loss: 748.3241 - logits_profile_predictions_loss: 740.4051 - logcount_predictions_loss: 0.2911 13/2441 [..............................] - ETA: 12:34 - loss: 747.8204 - logits_profile_predictions_loss: 739.9073 - logcount_predictions_loss: 0.2909 14/2441 [..............................] - ETA: 12:34 - loss: 748.1222 - logits_profile_predictions_loss: 740.2097 - logcount_predictions_loss: 0.2909 15/2441 [..............................] - ETA: 12:34 - loss: 748.6206 - logits_profile_predictions_loss: 740.7126 - logcount_predictions_loss: 0.2907 16/2441 [..............................] - ETA: 12:33 - loss: 749.6326 - logits_profile_predictions_loss: 741.7291 - logcount_predictions_loss: 0.2906 17/2441 [..............................] - ETA: 12:33 - loss: 750.6918 - logits_profile_predictions_loss: 742.8007 - logcount_predictions_loss: 0.2901 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[..............................] - ETA: 12:29 - loss: 762.2243 - logits_profile_predictions_loss: 754.3107 - logcount_predictions_loss: 0.2909 32/2441 [..............................] - ETA: 12:29 - loss: 762.7720 - logits_profile_predictions_loss: 754.8527 - logcount_predictions_loss: 0.2912 33/2441 [..............................] - ETA: 12:28 - loss: 763.3136 - logits_profile_predictions_loss: 755.3876 - logcount_predictions_loss: 0.2914 34/2441 [..............................] - ETA: 12:28 - loss: 763.8656 - logits_profile_predictions_loss: 755.9319 - logcount_predictions_loss: 0.2917 35/2441 [..............................] - ETA: 12:28 - loss: 764.3654 - logits_profile_predictions_loss: 756.4223 - logcount_predictions_loss: 0.2920 36/2441 [..............................] - ETA: 12:27 - loss: 764.7505 - logits_profile_predictions_loss: 756.7980 - logcount_predictions_loss: 0.2924 37/2441 [..............................] - ETA: 12:27 - loss: 765.0813 - 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[=>............................] - ETA: 11:47 - loss: 777.8635 - logits_profile_predictions_loss: 769.4105 - logcount_predictions_loss: 0.3108 175/2441 [=>............................] - ETA: 11:46 - loss: 777.8590 - logits_profile_predictions_loss: 769.4052 - logcount_predictions_loss: 0.3108 176/2441 [=>............................] - ETA: 11:46 - loss: 777.8578 - logits_profile_predictions_loss: 769.4034 - logcount_predictions_loss: 0.3108 177/2441 [=>............................] - ETA: 11:46 - loss: 777.8558 - logits_profile_predictions_loss: 769.4007 - logcount_predictions_loss: 0.3108 178/2441 [=>............................] - ETA: 11:45 - loss: 777.8524 - logits_profile_predictions_loss: 769.3966 - logcount_predictions_loss: 0.3109 179/2441 [=>............................] - ETA: 11:45 - loss: 777.8491 - logits_profile_predictions_loss: 769.3927 - logcount_predictions_loss: 0.3109 180/2441 [=>............................] - ETA: 11:45 - loss: 777.8456 - logits_profile_predictions_loss: 769.3885 - logcount_predictions_loss: 0.3109 181/2441 [=>............................] - ETA: 11:44 - loss: 777.8487 - logits_profile_predictions_loss: 769.3911 - logcount_predictions_loss: 0.3109 182/2441 [=>............................] - ETA: 11:44 - loss: 777.8506 - logits_profile_predictions_loss: 769.3925 - logcount_predictions_loss: 0.3110 183/2441 [=>............................] - ETA: 11:44 - loss: 777.8535 - logits_profile_predictions_loss: 769.3948 - logcount_predictions_loss: 0.3110 184/2441 [=>............................] - ETA: 11:44 - loss: 777.8565 - logits_profile_predictions_loss: 769.3973 - logcount_predictions_loss: 0.3110 185/2441 [=>............................] - ETA: 11:43 - loss: 777.8573 - logits_profile_predictions_loss: 769.3975 - logcount_predictions_loss: 0.3110 186/2441 [=>............................] - ETA: 11:43 - loss: 777.8560 - logits_profile_predictions_loss: 769.3957 - logcount_predictions_loss: 0.3110 187/2441 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logits_profile_predictions_loss: 769.3732 - logcount_predictions_loss: 0.3112 194/2441 [=>............................] - ETA: 11:41 - loss: 777.8358 - logits_profile_predictions_loss: 769.3718 - logcount_predictions_loss: 0.3112 195/2441 [=>............................] - ETA: 11:40 - loss: 777.8335 - logits_profile_predictions_loss: 769.3690 - logcount_predictions_loss: 0.3112 196/2441 [=>............................] - ETA: 11:40 - loss: 777.8332 - logits_profile_predictions_loss: 769.3681 - logcount_predictions_loss: 0.3112 197/2441 [=>............................] - ETA: 11:40 - loss: 777.8315 - logits_profile_predictions_loss: 769.3658 - logcount_predictions_loss: 0.3112 198/2441 [=>............................] - ETA: 11:39 - loss: 777.8300 - logits_profile_predictions_loss: 769.3638 - logcount_predictions_loss: 0.3113 199/2441 [=>............................] - ETA: 11:39 - loss: 777.8295 - logits_profile_predictions_loss: 769.3627 - logcount_predictions_loss: 0.3113 200/2441 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logits_profile_predictions_loss: 769.3540 - logcount_predictions_loss: 0.3114 207/2441 [=>............................] - ETA: 11:37 - loss: 777.8255 - logits_profile_predictions_loss: 769.3548 - logcount_predictions_loss: 0.3114 208/2441 [=>............................] - ETA: 11:36 - loss: 777.8261 - logits_profile_predictions_loss: 769.3549 - logcount_predictions_loss: 0.3114 209/2441 [=>............................] - ETA: 11:36 - loss: 777.8253 - logits_profile_predictions_loss: 769.3536 - logcount_predictions_loss: 0.3115 210/2441 [=>............................] - ETA: 11:36 - loss: 777.8238 - logits_profile_predictions_loss: 769.3516 - logcount_predictions_loss: 0.3115 211/2441 [=>............................] - ETA: 11:35 - loss: 777.8227 - logits_profile_predictions_loss: 769.3500 - logcount_predictions_loss: 0.3115 212/2441 [=>............................] - ETA: 11:35 - loss: 777.8217 - logits_profile_predictions_loss: 769.3485 - logcount_predictions_loss: 0.3115 213/2441 [=>............................] - ETA: 11:35 - loss: 777.8203 - logits_profile_predictions_loss: 769.3464 - logcount_predictions_loss: 0.3115 214/2441 [=>............................] - ETA: 11:35 - loss: 777.8199 - logits_profile_predictions_loss: 769.3454 - logcount_predictions_loss: 0.3116 215/2441 [=>............................] - ETA: 11:34 - loss: 777.8225 - logits_profile_predictions_loss: 769.3472 - logcount_predictions_loss: 0.3116 216/2441 [=>............................] - ETA: 11:34 - loss: 777.8287 - logits_profile_predictions_loss: 769.3527 - logcount_predictions_loss: 0.3116 217/2441 [=>............................] - ETA: 11:34 - loss: 777.8353 - logits_profile_predictions_loss: 769.3587 - logcount_predictions_loss: 0.3116 218/2441 [=>............................] - ETA: 11:33 - loss: 777.8427 - logits_profile_predictions_loss: 769.3653 - logcount_predictions_loss: 0.3117 219/2441 [=>............................] - ETA: 11:33 - loss: 777.8517 - logits_profile_predictions_loss: 769.3737 - logcount_predictions_loss: 0.3117 220/2441 [=>............................] - ETA: 11:33 - loss: 777.8615 - logits_profile_predictions_loss: 769.3828 - logcount_predictions_loss: 0.3117 221/2441 [=>............................] - ETA: 11:32 - loss: 777.8712 - logits_profile_predictions_loss: 769.3920 - logcount_predictions_loss: 0.3117 222/2441 [=>............................] - ETA: 11:32 - loss: 777.8799 - logits_profile_predictions_loss: 769.4001 - logcount_predictions_loss: 0.3118 223/2441 [=>............................] - ETA: 11:32 - loss: 777.8879 - logits_profile_predictions_loss: 769.4076 - logcount_predictions_loss: 0.3118 224/2441 [=>............................] - ETA: 11:32 - loss: 777.8945 - logits_profile_predictions_loss: 769.4134 - logcount_predictions_loss: 0.3118 225/2441 [=>............................] - ETA: 11:31 - loss: 777.9006 - logits_profile_predictions_loss: 769.4187 - logcount_predictions_loss: 0.3118 226/2441 [=>............................] - ETA: 11:31 - loss: 777.9066 - logits_profile_predictions_loss: 769.4239 - logcount_predictions_loss: 0.3119 227/2441 [=>............................] - ETA: 11:31 - loss: 777.9116 - logits_profile_predictions_loss: 769.4281 - logcount_predictions_loss: 0.3119 228/2441 [=>............................] - ETA: 11:30 - loss: 777.9171 - logits_profile_predictions_loss: 769.4328 - logcount_predictions_loss: 0.3119 229/2441 [=>............................] - ETA: 11:30 - loss: 777.9233 - logits_profile_predictions_loss: 769.4383 - logcount_predictions_loss: 0.3119 230/2441 [=>............................] - ETA: 11:30 - loss: 777.9298 - logits_profile_predictions_loss: 769.4442 - logcount_predictions_loss: 0.3120 231/2441 [=>............................] - ETA: 11:29 - loss: 777.9369 - logits_profile_predictions_loss: 769.4506 - logcount_predictions_loss: 0.3120 232/2441 [=>............................] - ETA: 11:29 - loss: 777.9434 - 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[=>............................] - ETA: 11:27 - loss: 777.9933 - logits_profile_predictions_loss: 769.5023 - logcount_predictions_loss: 0.3122 240/2441 [=>............................] - ETA: 11:27 - loss: 778.0033 - logits_profile_predictions_loss: 769.5118 - logcount_predictions_loss: 0.3122 241/2441 [=>............................] - ETA: 11:26 - loss: 778.0126 - logits_profile_predictions_loss: 769.5205 - logcount_predictions_loss: 0.3122 242/2441 [=>............................] - ETA: 11:26 - loss: 778.0214 - logits_profile_predictions_loss: 769.5287 - logcount_predictions_loss: 0.3122 243/2441 [=>............................] - ETA: 11:26 - loss: 778.0292 - logits_profile_predictions_loss: 769.5359 - logcount_predictions_loss: 0.3123 244/2441 [=>............................] - ETA: 11:26 - loss: 778.0383 - logits_profile_predictions_loss: 769.5444 - logcount_predictions_loss: 0.3123 245/2441 [==>...........................] - ETA: 11:25 - loss: 778.0494 - 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[==>...........................] - ETA: 11:15 - loss: 778.3306 - logits_profile_predictions_loss: 769.8243 - logcount_predictions_loss: 0.3127 279/2441 [==>...........................] - ETA: 11:15 - loss: 778.3307 - logits_profile_predictions_loss: 769.8241 - logcount_predictions_loss: 0.3127 280/2441 [==>...........................] - ETA: 11:15 - loss: 778.3315 - logits_profile_predictions_loss: 769.8248 - logcount_predictions_loss: 0.3127 281/2441 [==>...........................] - ETA: 11:14 - loss: 778.3326 - logits_profile_predictions_loss: 769.8256 - logcount_predictions_loss: 0.3128 282/2441 [==>...........................] - ETA: 11:14 - loss: 778.3325 - logits_profile_predictions_loss: 769.8253 - logcount_predictions_loss: 0.3128 283/2441 [==>...........................] - ETA: 11:14 - loss: 778.3313 - logits_profile_predictions_loss: 769.8239 - logcount_predictions_loss: 0.3128 284/2441 [==>...........................] - ETA: 11:13 - loss: 778.3308 - 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[==>...........................] - ETA: 11:11 - loss: 778.3189 - logits_profile_predictions_loss: 769.8103 - logcount_predictions_loss: 0.3128 292/2441 [==>...........................] - ETA: 11:11 - loss: 778.3160 - logits_profile_predictions_loss: 769.8073 - logcount_predictions_loss: 0.3128 293/2441 [==>...........................] - ETA: 11:11 - loss: 778.3141 - logits_profile_predictions_loss: 769.8053 - logcount_predictions_loss: 0.3128 294/2441 [==>...........................] - ETA: 11:10 - loss: 778.3127 - logits_profile_predictions_loss: 769.8038 - logcount_predictions_loss: 0.3128 295/2441 [==>...........................] - ETA: 11:10 - loss: 778.3120 - logits_profile_predictions_loss: 769.8029 - logcount_predictions_loss: 0.3128 296/2441 [==>...........................] - ETA: 11:10 - loss: 778.3109 - logits_profile_predictions_loss: 769.8017 - logcount_predictions_loss: 0.3128 297/2441 [==>...........................] - ETA: 11:09 - loss: 778.3103 - 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[====>.........................] - ETA: 10:35 - loss: 778.3961 - logits_profile_predictions_loss: 769.8740 - logcount_predictions_loss: 0.3133 409/2441 [====>.........................] - ETA: 10:35 - loss: 778.3967 - logits_profile_predictions_loss: 769.8745 - logcount_predictions_loss: 0.3133 410/2441 [====>.........................] - ETA: 10:35 - loss: 778.3966 - logits_profile_predictions_loss: 769.8744 - logcount_predictions_loss: 0.3133 411/2441 [====>.........................] - ETA: 10:34 - loss: 778.3961 - logits_profile_predictions_loss: 769.8739 - logcount_predictions_loss: 0.3133 412/2441 [====>.........................] - ETA: 10:34 - loss: 778.3955 - logits_profile_predictions_loss: 769.8732 - logcount_predictions_loss: 0.3133 413/2441 [====>.........................] - ETA: 10:34 - loss: 778.3943 - logits_profile_predictions_loss: 769.8719 - logcount_predictions_loss: 0.3133 414/2441 [====>.........................] - ETA: 10:34 - loss: 778.3931 - 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[====>.........................] - ETA: 10:31 - loss: 778.3909 - logits_profile_predictions_loss: 769.8682 - logcount_predictions_loss: 0.3133 422/2441 [====>.........................] - ETA: 10:31 - loss: 778.3907 - logits_profile_predictions_loss: 769.8679 - logcount_predictions_loss: 0.3133 423/2441 [====>.........................] - ETA: 10:31 - loss: 778.3902 - logits_profile_predictions_loss: 769.8674 - logcount_predictions_loss: 0.3133 424/2441 [====>.........................] - ETA: 10:30 - loss: 778.3893 - logits_profile_predictions_loss: 769.8665 - logcount_predictions_loss: 0.3133 425/2441 [====>.........................] - ETA: 10:30 - loss: 778.3882 - logits_profile_predictions_loss: 769.8654 - logcount_predictions_loss: 0.3133 426/2441 [====>.........................] - ETA: 10:30 - loss: 778.3872 - logits_profile_predictions_loss: 769.8644 - logcount_predictions_loss: 0.3133 427/2441 [====>.........................] - ETA: 10:29 - loss: 778.3862 - 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[============================>.] - ETA: 9s - loss: 780.2036 - logits_profile_predictions_loss: 771.6067 - logcount_predictions_loss: 0.3160  2411/2441 [============================>.] - ETA: 9s - loss: 780.2039 - logits_profile_predictions_loss: 771.6069 - logcount_predictions_loss: 0.3160 2412/2441 [============================>.] - ETA: 9s - loss: 780.2041 - logits_profile_predictions_loss: 771.6072 - logcount_predictions_loss: 0.3160 2413/2441 [============================>.] - ETA: 8s - loss: 780.2044 - logits_profile_predictions_loss: 771.6074 - logcount_predictions_loss: 0.3160 2414/2441 [============================>.] - ETA: 8s - loss: 780.2046 - logits_profile_predictions_loss: 771.6076 - logcount_predictions_loss: 0.3160 2415/2441 [============================>.] - ETA: 8s - loss: 780.2049 - logits_profile_predictions_loss: 771.6079 - logcount_predictions_loss: 0.3160 2416/2441 [============================>.] - ETA: 7s - loss: 780.2051 - logits_profile_predictions_loss: 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logits_profile_predictions_loss: 771.6124 - logcount_predictions_loss: 0.3161 2437/2441 [============================>.] - ETA: 1s - loss: 780.2101 - logits_profile_predictions_loss: 771.6126 - logcount_predictions_loss: 0.3161 2438/2441 [============================>.] - ETA: 0s - loss: 780.2103 - logits_profile_predictions_loss: 771.6129 - logcount_predictions_loss: 0.3161 2439/2441 [============================>.] - ETA: 0s - loss: 780.2106 - logits_profile_predictions_loss: 771.6131 - logcount_predictions_loss: 0.3161 2440/2441 [============================>.] - ETA: 0s - loss: 780.2108 - logits_profile_predictions_loss: 771.6133 - logcount_predictions_loss: 0.3161 2441/2441 [==============================] - ETA: 0s - loss: 780.2110 - logits_profile_predictions_loss: 771.6135 - logcount_predictions_loss: 0.3161 2441/2441 [==============================] - 797s 326ms/step - loss: 780.2113 - logits_profile_predictions_loss: 771.6137 - logcount_predictions_loss: 0.3161 - val_loss: 776.7977 - val_logits_profile_predictions_loss: 767.1987 - val_logcount_predictions_loss: 0.3529 Epoch 00010: val_loss did not improve from 775.72925 Epoch 11/50 1/2441 [..............................] - ETA: 12:59 - loss: 865.3605 - logits_profile_predictions_loss: 856.9999 - logcount_predictions_loss: 0.3074 2/2441 [..............................] - ETA: 12:34 - loss: 861.3103 - logits_profile_predictions_loss: 853.1724 - logcount_predictions_loss: 0.2992 3/2441 [..............................] - ETA: 12:35 - loss: 867.1285 - logits_profile_predictions_loss: 858.8557 - logcount_predictions_loss: 0.3041 4/2441 [..............................] - ETA: 12:36 - loss: 867.1596 - logits_profile_predictions_loss: 858.7383 - logcount_predictions_loss: 0.3096 5/2441 [..............................] - ETA: 12:36 - loss: 865.6857 - logits_profile_predictions_loss: 857.1929 - logcount_predictions_loss: 0.3122 6/2441 [..............................] - ETA: 12:35 - loss: 861.0853 - logits_profile_predictions_loss: 852.6176 - logcount_predictions_loss: 0.3113 7/2441 [..............................] - ETA: 12:35 - loss: 856.4362 - logits_profile_predictions_loss: 847.9703 - logcount_predictions_loss: 0.3112 8/2441 [..............................] - ETA: 12:35 - loss: 853.5922 - logits_profile_predictions_loss: 845.1442 - logcount_predictions_loss: 0.3106 9/2441 [..............................] - ETA: 12:34 - loss: 851.8847 - logits_profile_predictions_loss: 843.4286 - logcount_predictions_loss: 0.3109 10/2441 [..............................] - ETA: 12:34 - loss: 849.5009 - logits_profile_predictions_loss: 841.0315 - logcount_predictions_loss: 0.3114 11/2441 [..............................] - ETA: 12:34 - loss: 846.7815 - logits_profile_predictions_loss: 838.3069 - logcount_predictions_loss: 0.3116 12/2441 [..............................] - ETA: 12:34 - loss: 844.0615 - logits_profile_predictions_loss: 835.5744 - logcount_predictions_loss: 0.3120 13/2441 [..............................] - ETA: 12:33 - loss: 840.7070 - logits_profile_predictions_loss: 832.2099 - logcount_predictions_loss: 0.3124 14/2441 [..............................] - ETA: 12:33 - loss: 838.1480 - logits_profile_predictions_loss: 829.6471 - logcount_predictions_loss: 0.3125 15/2441 [..............................] - ETA: 12:33 - loss: 836.3733 - logits_profile_predictions_loss: 827.8714 - logcount_predictions_loss: 0.3126 16/2441 [..............................] - ETA: 12:33 - loss: 834.9033 - logits_profile_predictions_loss: 826.3967 - logcount_predictions_loss: 0.3127 17/2441 [..............................] - ETA: 12:32 - loss: 833.2245 - logits_profile_predictions_loss: 824.7205 - logcount_predictions_loss: 0.3126 18/2441 [..............................] - ETA: 12:32 - loss: 831.5318 - logits_profile_predictions_loss: 823.0382 - logcount_predictions_loss: 0.3123 19/2441 [..............................] - ETA: 12:32 - loss: 830.1323 - logits_profile_predictions_loss: 821.6478 - logcount_predictions_loss: 0.3119 20/2441 [..............................] - ETA: 12:32 - loss: 828.6174 - logits_profile_predictions_loss: 820.1448 - logcount_predictions_loss: 0.3115 21/2441 [..............................] - ETA: 12:31 - loss: 827.2531 - logits_profile_predictions_loss: 818.7910 - logcount_predictions_loss: 0.3111 22/2441 [..............................] - ETA: 12:31 - loss: 825.8828 - logits_profile_predictions_loss: 817.4294 - logcount_predictions_loss: 0.3108 23/2441 [..............................] - ETA: 12:31 - loss: 824.6240 - logits_profile_predictions_loss: 816.1814 - logcount_predictions_loss: 0.3104 24/2441 [..............................] - ETA: 12:30 - loss: 823.5206 - logits_profile_predictions_loss: 815.0852 - logcount_predictions_loss: 0.3101 25/2441 [..............................] - ETA: 12:30 - loss: 822.3908 - logits_profile_predictions_loss: 813.9624 - logcount_predictions_loss: 0.3099 26/2441 [..............................] - ETA: 12:30 - loss: 821.2477 - logits_profile_predictions_loss: 812.8288 - logcount_predictions_loss: 0.3095 27/2441 [..............................] - ETA: 12:30 - loss: 820.1276 - logits_profile_predictions_loss: 811.7199 - logcount_predictions_loss: 0.3091 28/2441 [..............................] - ETA: 12:29 - loss: 818.8954 - logits_profile_predictions_loss: 810.4991 - logcount_predictions_loss: 0.3087 29/2441 [..............................] - ETA: 12:29 - loss: 817.6474 - logits_profile_predictions_loss: 809.2612 - logcount_predictions_loss: 0.3083 30/2441 [..............................] - ETA: 12:29 - loss: 816.5444 - logits_profile_predictions_loss: 808.1702 - logcount_predictions_loss: 0.3079 31/2441 [..............................] - ETA: 12:29 - loss: 815.4738 - logits_profile_predictions_loss: 807.1103 - logcount_predictions_loss: 0.3075 32/2441 [..............................] - ETA: 12:28 - loss: 814.3614 - logits_profile_predictions_loss: 806.0074 - logcount_predictions_loss: 0.3071 33/2441 [..............................] - ETA: 12:28 - loss: 813.3331 - logits_profile_predictions_loss: 804.9885 - logcount_predictions_loss: 0.3068 34/2441 [..............................] - ETA: 12:28 - loss: 812.3322 - logits_profile_predictions_loss: 803.9981 - logcount_predictions_loss: 0.3064 35/2441 [..............................] - ETA: 12:27 - loss: 811.3355 - logits_profile_predictions_loss: 803.0097 - logcount_predictions_loss: 0.3061 36/2441 [..............................] - ETA: 12:27 - loss: 810.3968 - logits_profile_predictions_loss: 802.0782 - logcount_predictions_loss: 0.3058 37/2441 [..............................] - ETA: 12:27 - loss: 809.4977 - logits_profile_predictions_loss: 801.1857 - logcount_predictions_loss: 0.3056 38/2441 [..............................] - ETA: 12:27 - loss: 808.6011 - logits_profile_predictions_loss: 800.2907 - logcount_predictions_loss: 0.3055 39/2441 [..............................] - ETA: 12:27 - loss: 807.7191 - logits_profile_predictions_loss: 799.4103 - logcount_predictions_loss: 0.3055 40/2441 [..............................] - ETA: 12:26 - loss: 806.9350 - logits_profile_predictions_loss: 798.6278 - logcount_predictions_loss: 0.3054 41/2441 [..............................] - ETA: 12:26 - loss: 806.1682 - logits_profile_predictions_loss: 797.8621 - logcount_predictions_loss: 0.3054 42/2441 [..............................] - ETA: 12:26 - loss: 805.3551 - logits_profile_predictions_loss: 797.0509 - logcount_predictions_loss: 0.3053 43/2441 [..............................] - ETA: 12:25 - loss: 804.5651 - logits_profile_predictions_loss: 796.2632 - logcount_predictions_loss: 0.3052 44/2441 [..............................] - ETA: 12:25 - loss: 803.8228 - logits_profile_predictions_loss: 795.5241 - logcount_predictions_loss: 0.3051 45/2441 [..............................] - ETA: 12:25 - loss: 803.0677 - logits_profile_predictions_loss: 794.7725 - logcount_predictions_loss: 0.3050 46/2441 [..............................] - ETA: 12:25 - loss: 802.3268 - logits_profile_predictions_loss: 794.0350 - logcount_predictions_loss: 0.3048 47/2441 [..............................] - ETA: 12:24 - loss: 801.5692 - logits_profile_predictions_loss: 793.2808 - logcount_predictions_loss: 0.3047 48/2441 [..............................] - ETA: 12:24 - loss: 800.9163 - logits_profile_predictions_loss: 792.6308 - logcount_predictions_loss: 0.3046 49/2441 [..............................] - ETA: 12:24 - loss: 800.2907 - logits_profile_predictions_loss: 792.0090 - logcount_predictions_loss: 0.3045 50/2441 [..............................] - ETA: 12:23 - loss: 799.6567 - logits_profile_predictions_loss: 791.3780 - logcount_predictions_loss: 0.3044 51/2441 [..............................] - ETA: 12:23 - loss: 799.0692 - logits_profile_predictions_loss: 790.7940 - logcount_predictions_loss: 0.3042 52/2441 [..............................] - ETA: 12:23 - loss: 798.5417 - logits_profile_predictions_loss: 790.2698 - logcount_predictions_loss: 0.3041 53/2441 [..............................] - ETA: 12:22 - loss: 798.0489 - logits_profile_predictions_loss: 789.7797 - logcount_predictions_loss: 0.3040 54/2441 [..............................] - ETA: 12:22 - loss: 797.5686 - logits_profile_predictions_loss: 789.3016 - logcount_predictions_loss: 0.3039 55/2441 [..............................] - ETA: 12:22 - loss: 797.1575 - logits_profile_predictions_loss: 788.8933 - logcount_predictions_loss: 0.3038 56/2441 [..............................] - ETA: 12:22 - loss: 796.7707 - logits_profile_predictions_loss: 788.5091 - logcount_predictions_loss: 0.3037 57/2441 [..............................] - ETA: 12:21 - loss: 796.4082 - logits_profile_predictions_loss: 788.1493 - logcount_predictions_loss: 0.3036 58/2441 [..............................] - ETA: 12:21 - loss: 796.0740 - logits_profile_predictions_loss: 787.8184 - logcount_predictions_loss: 0.3035 59/2441 [..............................] - ETA: 12:21 - loss: 795.7526 - logits_profile_predictions_loss: 787.4995 - logcount_predictions_loss: 0.3034 60/2441 [..............................] - ETA: 12:20 - loss: 795.5017 - logits_profile_predictions_loss: 787.2520 - logcount_predictions_loss: 0.3033 61/2441 [..............................] - ETA: 12:20 - loss: 795.2524 - logits_profile_predictions_loss: 787.0063 - logcount_predictions_loss: 0.3032 62/2441 [..............................] - ETA: 12:20 - loss: 795.0349 - logits_profile_predictions_loss: 786.7930 - logcount_predictions_loss: 0.3030 63/2441 [..............................] - ETA: 12:19 - loss: 794.8217 - logits_profile_predictions_loss: 786.5838 - logcount_predictions_loss: 0.3029 64/2441 [..............................] - ETA: 12:19 - loss: 794.6279 - logits_profile_predictions_loss: 786.3945 - logcount_predictions_loss: 0.3027 65/2441 [..............................] - ETA: 12:19 - loss: 794.4229 - logits_profile_predictions_loss: 786.1931 - logcount_predictions_loss: 0.3026 66/2441 [..............................] - ETA: 12:19 - loss: 794.2486 - logits_profile_predictions_loss: 786.0220 - logcount_predictions_loss: 0.3024 67/2441 [..............................] - ETA: 12:18 - loss: 794.0701 - logits_profile_predictions_loss: 785.8461 - logcount_predictions_loss: 0.3023 68/2441 [..............................] - ETA: 12:18 - loss: 793.8783 - logits_profile_predictions_loss: 785.6567 - logcount_predictions_loss: 0.3023 69/2441 [..............................] - ETA: 12:18 - loss: 793.6663 - logits_profile_predictions_loss: 785.4469 - logcount_predictions_loss: 0.3022 70/2441 [..............................] - ETA: 12:17 - loss: 793.4556 - logits_profile_predictions_loss: 785.2381 - logcount_predictions_loss: 0.3021 71/2441 [..............................] - ETA: 12:17 - loss: 793.2538 - logits_profile_predictions_loss: 785.0379 - logcount_predictions_loss: 0.3021 72/2441 [..............................] - ETA: 12:17 - loss: 793.0534 - logits_profile_predictions_loss: 784.8392 - logcount_predictions_loss: 0.3020 73/2441 [..............................] - ETA: 12:16 - loss: 792.8660 - logits_profile_predictions_loss: 784.6533 - logcount_predictions_loss: 0.3019 74/2441 [..............................] - ETA: 12:16 - loss: 792.6972 - logits_profile_predictions_loss: 784.4859 - logcount_predictions_loss: 0.3019 75/2441 [..............................] - ETA: 12:16 - loss: 792.5130 - logits_profile_predictions_loss: 784.3035 - logcount_predictions_loss: 0.3018 76/2441 [..............................] - ETA: 12:16 - loss: 792.3535 - logits_profile_predictions_loss: 784.1458 - logcount_predictions_loss: 0.3018 77/2441 [..............................] - ETA: 12:15 - loss: 792.2012 - logits_profile_predictions_loss: 783.9954 - logcount_predictions_loss: 0.3017 78/2441 [..............................] - ETA: 12:15 - loss: 792.0581 - logits_profile_predictions_loss: 783.8538 - logcount_predictions_loss: 0.3016 79/2441 [..............................] - ETA: 12:15 - loss: 791.9174 - logits_profile_predictions_loss: 783.7148 - logcount_predictions_loss: 0.3016 80/2441 [..............................] - ETA: 12:14 - loss: 791.7794 - logits_profile_predictions_loss: 783.5785 - logcount_predictions_loss: 0.3015 81/2441 [..............................] - ETA: 12:14 - loss: 791.6643 - logits_profile_predictions_loss: 783.4651 - logcount_predictions_loss: 0.3014 82/2441 [>.............................] - ETA: 12:14 - loss: 791.5622 - logits_profile_predictions_loss: 783.3651 - logcount_predictions_loss: 0.3014 83/2441 [>.............................] - ETA: 12:13 - loss: 791.4661 - logits_profile_predictions_loss: 783.2708 - logcount_predictions_loss: 0.3013 84/2441 [>.............................] - ETA: 12:13 - loss: 791.3804 - logits_profile_predictions_loss: 783.1872 - logcount_predictions_loss: 0.3012 85/2441 [>.............................] - ETA: 12:13 - loss: 791.3078 - logits_profile_predictions_loss: 783.1166 - logcount_predictions_loss: 0.3011 86/2441 [>.............................] - ETA: 12:13 - loss: 791.2378 - logits_profile_predictions_loss: 783.0485 - logcount_predictions_loss: 0.3011 87/2441 [>.............................] - ETA: 12:12 - loss: 791.1827 - logits_profile_predictions_loss: 782.9953 - logcount_predictions_loss: 0.3010 88/2441 [>.............................] - ETA: 12:12 - loss: 791.1259 - logits_profile_predictions_loss: 782.9405 - logcount_predictions_loss: 0.3009 89/2441 [>.............................] - ETA: 12:12 - loss: 791.0582 - logits_profile_predictions_loss: 782.8745 - logcount_predictions_loss: 0.3009 90/2441 [>.............................] - ETA: 12:11 - loss: 790.9955 - logits_profile_predictions_loss: 782.8132 - logcount_predictions_loss: 0.3008 91/2441 [>.............................] - ETA: 12:11 - loss: 790.9390 - logits_profile_predictions_loss: 782.7577 - logcount_predictions_loss: 0.3008 92/2441 [>.............................] - ETA: 12:11 - loss: 790.8817 - logits_profile_predictions_loss: 782.7012 - logcount_predictions_loss: 0.3008 93/2441 [>.............................] - ETA: 12:10 - loss: 790.8236 - logits_profile_predictions_loss: 782.6438 - logcount_predictions_loss: 0.3007 94/2441 [>.............................] - ETA: 12:10 - loss: 790.7585 - logits_profile_predictions_loss: 782.5793 - logcount_predictions_loss: 0.3007 95/2441 [>.............................] - ETA: 12:10 - loss: 790.6968 - logits_profile_predictions_loss: 782.5181 - logcount_predictions_loss: 0.3007 96/2441 [>.............................] - ETA: 12:10 - loss: 790.6207 - logits_profile_predictions_loss: 782.4424 - logcount_predictions_loss: 0.3007 97/2441 [>.............................] - ETA: 12:09 - loss: 790.5504 - logits_profile_predictions_loss: 782.3725 - logcount_predictions_loss: 0.3007 98/2441 [>.............................] - ETA: 12:09 - loss: 790.4777 - logits_profile_predictions_loss: 782.3001 - logcount_predictions_loss: 0.3006 99/2441 [>.............................] - ETA: 12:09 - loss: 790.4074 - logits_profile_predictions_loss: 782.2300 - logcount_predictions_loss: 0.3006 100/2441 [>.............................] - ETA: 12:08 - loss: 790.3363 - logits_profile_predictions_loss: 782.1589 - logcount_predictions_loss: 0.3006 101/2441 [>.............................] - ETA: 12:08 - loss: 790.2683 - logits_profile_predictions_loss: 782.0910 - logcount_predictions_loss: 0.3006 102/2441 [>.............................] - ETA: 12:08 - loss: 790.1971 - logits_profile_predictions_loss: 782.0197 - logcount_predictions_loss: 0.3006 103/2441 [>.............................] - ETA: 12:08 - loss: 790.1291 - logits_profile_predictions_loss: 781.9516 - logcount_predictions_loss: 0.3006 104/2441 [>.............................] - ETA: 12:07 - loss: 790.0668 - logits_profile_predictions_loss: 781.8893 - logcount_predictions_loss: 0.3006 105/2441 [>.............................] - ETA: 12:07 - loss: 790.0021 - logits_profile_predictions_loss: 781.8244 - logcount_predictions_loss: 0.3006 106/2441 [>.............................] - ETA: 12:07 - loss: 789.9526 - logits_profile_predictions_loss: 781.7748 - logcount_predictions_loss: 0.3007 107/2441 [>.............................] - ETA: 12:06 - loss: 789.9000 - logits_profile_predictions_loss: 781.7219 - logcount_predictions_loss: 0.3007 108/2441 [>.............................] - ETA: 12:06 - loss: 789.8483 - logits_profile_predictions_loss: 781.6700 - logcount_predictions_loss: 0.3007 109/2441 [>.............................] - ETA: 12:06 - loss: 789.7952 - logits_profile_predictions_loss: 781.6166 - logcount_predictions_loss: 0.3007 110/2441 [>.............................] - ETA: 12:06 - loss: 789.7543 - logits_profile_predictions_loss: 781.5754 - logcount_predictions_loss: 0.3007 111/2441 [>.............................] - ETA: 12:05 - loss: 789.7215 - logits_profile_predictions_loss: 781.5422 - logcount_predictions_loss: 0.3007 112/2441 [>.............................] - ETA: 12:05 - loss: 789.6847 - logits_profile_predictions_loss: 781.5050 - logcount_predictions_loss: 0.3007 113/2441 [>.............................] - ETA: 12:05 - loss: 789.6453 - logits_profile_predictions_loss: 781.4651 - logcount_predictions_loss: 0.3007 114/2441 [>.............................] - ETA: 12:04 - loss: 789.6010 - logits_profile_predictions_loss: 781.4201 - logcount_predictions_loss: 0.3008 115/2441 [>.............................] - ETA: 12:04 - loss: 789.5641 - logits_profile_predictions_loss: 781.3825 - logcount_predictions_loss: 0.3008 116/2441 [>.............................] - ETA: 12:04 - loss: 789.5312 - logits_profile_predictions_loss: 781.3488 - logcount_predictions_loss: 0.3008 117/2441 [>.............................] - ETA: 12:04 - loss: 789.4989 - logits_profile_predictions_loss: 781.3157 - logcount_predictions_loss: 0.3009 118/2441 [>.............................] - ETA: 12:03 - loss: 789.4703 - logits_profile_predictions_loss: 781.2863 - logcount_predictions_loss: 0.3009 119/2441 [>.............................] - ETA: 12:03 - loss: 789.4473 - logits_profile_predictions_loss: 781.2624 - logcount_predictions_loss: 0.3009 120/2441 [>.............................] - ETA: 12:03 - loss: 789.4244 - logits_profile_predictions_loss: 781.2387 - logcount_predictions_loss: 0.3009 121/2441 [>.............................] - ETA: 12:02 - loss: 789.4020 - logits_profile_predictions_loss: 781.2155 - logcount_predictions_loss: 0.3010 122/2441 [>.............................] - ETA: 12:02 - loss: 789.3791 - logits_profile_predictions_loss: 781.1917 - logcount_predictions_loss: 0.3010 123/2441 [>.............................] - ETA: 12:02 - loss: 789.3550 - logits_profile_predictions_loss: 781.1671 - logcount_predictions_loss: 0.3010 124/2441 [>.............................] - ETA: 12:01 - loss: 789.3264 - logits_profile_predictions_loss: 781.1380 - logcount_predictions_loss: 0.3010 125/2441 [>.............................] - ETA: 12:01 - loss: 789.2957 - logits_profile_predictions_loss: 781.1068 - logcount_predictions_loss: 0.3011 126/2441 [>.............................] - ETA: 12:01 - loss: 789.2608 - logits_profile_predictions_loss: 781.0713 - logcount_predictions_loss: 0.3011 127/2441 [>.............................] - ETA: 12:01 - loss: 789.2195 - logits_profile_predictions_loss: 781.0295 - logcount_predictions_loss: 0.3011 128/2441 [>.............................] - ETA: 12:00 - loss: 789.1762 - logits_profile_predictions_loss: 780.9858 - logcount_predictions_loss: 0.3011 129/2441 [>.............................] - ETA: 12:00 - loss: 789.1332 - logits_profile_predictions_loss: 780.9425 - logcount_predictions_loss: 0.3011 130/2441 [>.............................] - ETA: 12:00 - loss: 789.0852 - logits_profile_predictions_loss: 780.8942 - logcount_predictions_loss: 0.3011 131/2441 [>.............................] - ETA: 11:59 - loss: 789.0390 - logits_profile_predictions_loss: 780.8479 - logcount_predictions_loss: 0.3011 132/2441 [>.............................] - ETA: 11:59 - loss: 788.9975 - logits_profile_predictions_loss: 780.8062 - logcount_predictions_loss: 0.3011 133/2441 [>.............................] - ETA: 11:59 - loss: 788.9528 - logits_profile_predictions_loss: 780.7613 - logcount_predictions_loss: 0.3012 134/2441 [>.............................] - ETA: 11:59 - loss: 788.9150 - logits_profile_predictions_loss: 780.7233 - logcount_predictions_loss: 0.3012 135/2441 [>.............................] - ETA: 11:58 - loss: 788.8802 - logits_profile_predictions_loss: 780.6882 - logcount_predictions_loss: 0.3012 136/2441 [>.............................] - ETA: 11:58 - loss: 788.8403 - logits_profile_predictions_loss: 780.6483 - logcount_predictions_loss: 0.3012 137/2441 [>.............................] - ETA: 11:58 - loss: 788.7969 - logits_profile_predictions_loss: 780.6049 - logcount_predictions_loss: 0.3012 138/2441 [>.............................] - ETA: 11:57 - loss: 788.7548 - logits_profile_predictions_loss: 780.5628 - logcount_predictions_loss: 0.3012 139/2441 [>.............................] - ETA: 11:57 - loss: 788.7053 - logits_profile_predictions_loss: 780.5135 - logcount_predictions_loss: 0.3012 140/2441 [>.............................] - ETA: 11:57 - loss: 788.6509 - logits_profile_predictions_loss: 780.4592 - logcount_predictions_loss: 0.3012 141/2441 [>.............................] - ETA: 11:56 - loss: 788.5931 - logits_profile_predictions_loss: 780.4017 - logcount_predictions_loss: 0.3012 142/2441 [>.............................] - ETA: 11:56 - loss: 788.5410 - logits_profile_predictions_loss: 780.3497 - logcount_predictions_loss: 0.3011 143/2441 [>.............................] - ETA: 11:56 - loss: 788.4961 - logits_profile_predictions_loss: 780.3050 - logcount_predictions_loss: 0.3011 144/2441 [>.............................] - ETA: 11:56 - loss: 788.4534 - logits_profile_predictions_loss: 780.2626 - logcount_predictions_loss: 0.3011 145/2441 [>.............................] - ETA: 11:55 - loss: 788.4139 - logits_profile_predictions_loss: 780.2231 - logcount_predictions_loss: 0.3011 146/2441 [>.............................] - ETA: 11:55 - loss: 788.3773 - logits_profile_predictions_loss: 780.1866 - logcount_predictions_loss: 0.3011 147/2441 [>.............................] - ETA: 11:55 - loss: 788.3394 - logits_profile_predictions_loss: 780.1488 - logcount_predictions_loss: 0.3011 148/2441 [>.............................] - ETA: 11:54 - loss: 788.3004 - logits_profile_predictions_loss: 780.1099 - logcount_predictions_loss: 0.3011 149/2441 [>.............................] - ETA: 11:54 - loss: 788.2579 - 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[===>..........................] - ETA: 10:53 - loss: 785.0906 - logits_profile_predictions_loss: 776.8468 - logcount_predictions_loss: 0.3031 352/2441 [===>..........................] - ETA: 10:53 - loss: 785.0855 - logits_profile_predictions_loss: 776.8414 - logcount_predictions_loss: 0.3031 353/2441 [===>..........................] - ETA: 10:52 - loss: 785.0802 - logits_profile_predictions_loss: 776.8359 - logcount_predictions_loss: 0.3031 354/2441 [===>..........................] - ETA: 10:52 - loss: 785.0751 - logits_profile_predictions_loss: 776.8306 - logcount_predictions_loss: 0.3031 355/2441 [===>..........................] - ETA: 10:52 - loss: 785.0700 - logits_profile_predictions_loss: 776.8253 - logcount_predictions_loss: 0.3031 356/2441 [===>..........................] - ETA: 10:51 - loss: 785.0651 - logits_profile_predictions_loss: 776.8201 - logcount_predictions_loss: 0.3031 357/2441 [===>..........................] - ETA: 10:51 - loss: 785.0597 - 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[===>..........................] - ETA: 10:41 - loss: 784.9201 - logits_profile_predictions_loss: 776.6673 - logcount_predictions_loss: 0.3034 391/2441 [===>..........................] - ETA: 10:41 - loss: 784.9176 - logits_profile_predictions_loss: 776.6646 - logcount_predictions_loss: 0.3034 392/2441 [===>..........................] - ETA: 10:40 - loss: 784.9150 - logits_profile_predictions_loss: 776.6618 - logcount_predictions_loss: 0.3034 393/2441 [===>..........................] - ETA: 10:40 - loss: 784.9122 - logits_profile_predictions_loss: 776.6589 - logcount_predictions_loss: 0.3034 394/2441 [===>..........................] - ETA: 10:40 - loss: 784.9092 - logits_profile_predictions_loss: 776.6557 - logcount_predictions_loss: 0.3034 395/2441 [===>..........................] - ETA: 10:39 - loss: 784.9071 - logits_profile_predictions_loss: 776.6533 - logcount_predictions_loss: 0.3034 396/2441 [===>..........................] - ETA: 10:39 - loss: 784.9047 - 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[===>..........................] - ETA: 10:37 - loss: 784.8822 - logits_profile_predictions_loss: 776.6269 - logcount_predictions_loss: 0.3035 404/2441 [===>..........................] - ETA: 10:37 - loss: 784.8781 - logits_profile_predictions_loss: 776.6226 - logcount_predictions_loss: 0.3035 405/2441 [===>..........................] - ETA: 10:36 - loss: 784.8738 - logits_profile_predictions_loss: 776.6181 - logcount_predictions_loss: 0.3035 406/2441 [===>..........................] - ETA: 10:36 - loss: 784.8703 - logits_profile_predictions_loss: 776.6143 - logcount_predictions_loss: 0.3035 407/2441 [====>.........................] - ETA: 10:36 - loss: 784.8667 - logits_profile_predictions_loss: 776.6104 - logcount_predictions_loss: 0.3035 408/2441 [====>.........................] - ETA: 10:35 - loss: 784.8629 - logits_profile_predictions_loss: 776.6064 - logcount_predictions_loss: 0.3035 409/2441 [====>.........................] - ETA: 10:35 - loss: 784.8593 - 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loss: 780.6657 - logits_profile_predictions_loss: 772.3353 - logcount_predictions_loss: 0.3063 2419/2441 [============================>.] - ETA: 6s - loss: 780.6654 - logits_profile_predictions_loss: 772.3350 - logcount_predictions_loss: 0.3063 2420/2441 [============================>.] - ETA: 6s - loss: 780.6652 - logits_profile_predictions_loss: 772.3347 - logcount_predictions_loss: 0.3063 2421/2441 [============================>.] - ETA: 6s - loss: 780.6649 - logits_profile_predictions_loss: 772.3344 - logcount_predictions_loss: 0.3063 2422/2441 [============================>.] - ETA: 5s - loss: 780.6647 - logits_profile_predictions_loss: 772.3341 - logcount_predictions_loss: 0.3063 2423/2441 [============================>.] - ETA: 5s - loss: 780.6644 - logits_profile_predictions_loss: 772.3338 - logcount_predictions_loss: 0.3063 2424/2441 [============================>.] - ETA: 5s - loss: 780.6641 - logits_profile_predictions_loss: 772.3335 - logcount_predictions_loss: 0.3063 2425/2441 [============================>.] - ETA: 5s - loss: 780.6638 - logits_profile_predictions_loss: 772.3332 - logcount_predictions_loss: 0.3063 2426/2441 [============================>.] - ETA: 4s - loss: 780.6636 - logits_profile_predictions_loss: 772.3329 - logcount_predictions_loss: 0.3063 2427/2441 [============================>.] - ETA: 4s - loss: 780.6633 - logits_profile_predictions_loss: 772.3326 - logcount_predictions_loss: 0.3063 2428/2441 [============================>.] - ETA: 4s - loss: 780.6630 - logits_profile_predictions_loss: 772.3322 - logcount_predictions_loss: 0.3063 2429/2441 [============================>.] - ETA: 3s - loss: 780.6627 - logits_profile_predictions_loss: 772.3319 - logcount_predictions_loss: 0.3063 2430/2441 [============================>.] - ETA: 3s - loss: 780.6624 - logits_profile_predictions_loss: 772.3315 - logcount_predictions_loss: 0.3063 2431/2441 [============================>.] - ETA: 3s - loss: 780.6621 - logits_profile_predictions_loss: 772.3312 - logcount_predictions_loss: 0.3063 2432/2441 [============================>.] - ETA: 2s - loss: 780.6618 - logits_profile_predictions_loss: 772.3308 - logcount_predictions_loss: 0.3063 2433/2441 [============================>.] - ETA: 2s - loss: 780.6614 - logits_profile_predictions_loss: 772.3305 - logcount_predictions_loss: 0.3063 2434/2441 [============================>.] - ETA: 2s - loss: 780.6611 - logits_profile_predictions_loss: 772.3301 - logcount_predictions_loss: 0.3063 2435/2441 [============================>.] - ETA: 1s - loss: 780.6608 - logits_profile_predictions_loss: 772.3298 - logcount_predictions_loss: 0.3063 2436/2441 [============================>.] - ETA: 1s - loss: 780.6605 - logits_profile_predictions_loss: 772.3294 - logcount_predictions_loss: 0.3063 2437/2441 [============================>.] - ETA: 1s - loss: 780.6601 - logits_profile_predictions_loss: 772.3290 - logcount_predictions_loss: 0.3063 2438/2441 [============================>.] - ETA: 0s - loss: 780.6598 - logits_profile_predictions_loss: 772.3287 - logcount_predictions_loss: 0.3063 2439/2441 [============================>.] - ETA: 0s - loss: 780.6594 - logits_profile_predictions_loss: 772.3283 - logcount_predictions_loss: 0.3063 2440/2441 [============================>.] - ETA: 0s - loss: 780.6591 - logits_profile_predictions_loss: 772.3279 - logcount_predictions_loss: 0.3063 2441/2441 [==============================] - ETA: 0s - loss: 780.6587 - logits_profile_predictions_loss: 772.3275 - logcount_predictions_loss: 0.3063 2441/2441 [==============================] - 797s 326ms/step - loss: 780.6584 - logits_profile_predictions_loss: 772.3271 - logcount_predictions_loss: 0.3063 - val_loss: 782.4640 - val_logits_profile_predictions_loss: 773.3735 - val_logcount_predictions_loss: 0.3342 Epoch 00011: val_loss did not improve from 775.72925 Epoch 12/50 1/2441 [..............................] - ETA: 12:56 - loss: 657.0040 - logits_profile_predictions_loss: 650.7634 - logcount_predictions_loss: 0.2294 2/2441 [..............................] - ETA: 12:35 - loss: 694.0858 - logits_profile_predictions_loss: 687.7451 - logcount_predictions_loss: 0.2331 3/2441 [..............................] - ETA: 12:35 - loss: 713.0051 - logits_profile_predictions_loss: 705.7628 - logcount_predictions_loss: 0.2663 4/2441 [..............................] - ETA: 12:36 - loss: 716.2430 - logits_profile_predictions_loss: 708.7091 - logcount_predictions_loss: 0.2770 5/2441 [..............................] - ETA: 12:36 - loss: 718.5907 - logits_profile_predictions_loss: 710.9138 - logcount_predictions_loss: 0.2822 6/2441 [..............................] - ETA: 12:36 - loss: 722.0124 - logits_profile_predictions_loss: 714.1778 - logcount_predictions_loss: 0.2880 7/2441 [..............................] - ETA: 12:36 - loss: 726.2769 - logits_profile_predictions_loss: 718.3715 - logcount_predictions_loss: 0.2906 8/2441 [..............................] - ETA: 12:35 - loss: 730.1482 - logits_profile_predictions_loss: 722.1676 - logcount_predictions_loss: 0.2934 9/2441 [..............................] - ETA: 12:35 - loss: 733.0864 - logits_profile_predictions_loss: 725.0594 - logcount_predictions_loss: 0.2951 10/2441 [..............................] - ETA: 12:34 - loss: 735.5720 - logits_profile_predictions_loss: 727.4778 - logcount_predictions_loss: 0.2976 11/2441 [..............................] - ETA: 12:34 - loss: 737.9457 - logits_profile_predictions_loss: 729.7680 - logcount_predictions_loss: 0.3006 12/2441 [..............................] - ETA: 12:34 - loss: 739.9615 - logits_profile_predictions_loss: 731.7169 - logcount_predictions_loss: 0.3031 13/2441 [..............................] - ETA: 12:34 - loss: 741.6028 - logits_profile_predictions_loss: 733.3068 - logcount_predictions_loss: 0.3050 14/2441 [..............................] - ETA: 12:33 - loss: 743.4663 - logits_profile_predictions_loss: 735.1420 - logcount_predictions_loss: 0.3060 15/2441 [..............................] - ETA: 12:33 - loss: 744.6856 - logits_profile_predictions_loss: 736.3445 - logcount_predictions_loss: 0.3067 16/2441 [..............................] - ETA: 12:33 - loss: 745.9452 - logits_profile_predictions_loss: 737.5775 - logcount_predictions_loss: 0.3076 17/2441 [..............................] - ETA: 12:32 - loss: 747.0349 - logits_profile_predictions_loss: 738.6464 - logcount_predictions_loss: 0.3084 18/2441 [..............................] - ETA: 12:32 - loss: 748.5387 - logits_profile_predictions_loss: 740.1329 - logcount_predictions_loss: 0.3090 19/2441 [..............................] - ETA: 12:32 - loss: 750.1273 - logits_profile_predictions_loss: 741.7113 - logcount_predictions_loss: 0.3094 20/2441 [..............................] - ETA: 12:32 - loss: 751.6003 - logits_profile_predictions_loss: 743.1759 - logcount_predictions_loss: 0.3097 21/2441 [..............................] - ETA: 12:31 - loss: 752.8483 - logits_profile_predictions_loss: 744.4175 - logcount_predictions_loss: 0.3100 22/2441 [..............................] - ETA: 12:31 - loss: 754.2239 - logits_profile_predictions_loss: 745.7890 - logcount_predictions_loss: 0.3101 23/2441 [..............................] - ETA: 12:31 - loss: 755.5663 - logits_profile_predictions_loss: 747.1249 - logcount_predictions_loss: 0.3103 24/2441 [..............................] - ETA: 12:30 - loss: 756.8291 - logits_profile_predictions_loss: 748.3824 - logcount_predictions_loss: 0.3105 25/2441 [..............................] - ETA: 12:30 - loss: 757.9613 - logits_profile_predictions_loss: 749.5087 - logcount_predictions_loss: 0.3108 26/2441 [..............................] - ETA: 12:30 - loss: 758.9183 - logits_profile_predictions_loss: 750.4604 - logcount_predictions_loss: 0.3110 27/2441 [..............................] - ETA: 12:29 - loss: 759.7424 - logits_profile_predictions_loss: 751.2820 - logcount_predictions_loss: 0.3110 28/2441 [..............................] - ETA: 12:29 - loss: 760.4084 - logits_profile_predictions_loss: 751.9502 - logcount_predictions_loss: 0.3110 29/2441 [..............................] - ETA: 12:29 - loss: 761.0898 - logits_profile_predictions_loss: 752.6345 - logcount_predictions_loss: 0.3109 30/2441 [..............................] - ETA: 12:29 - loss: 761.8502 - logits_profile_predictions_loss: 753.3965 - logcount_predictions_loss: 0.3108 31/2441 [..............................] - ETA: 12:28 - loss: 762.6395 - logits_profile_predictions_loss: 754.1861 - logcount_predictions_loss: 0.3108 32/2441 [..............................] - ETA: 12:28 - loss: 763.3787 - logits_profile_predictions_loss: 754.9263 - logcount_predictions_loss: 0.3107 33/2441 [..............................] - ETA: 12:28 - loss: 764.1252 - logits_profile_predictions_loss: 755.6728 - logcount_predictions_loss: 0.3108 34/2441 [..............................] - ETA: 12:27 - loss: 764.8123 - logits_profile_predictions_loss: 756.3611 - logcount_predictions_loss: 0.3107 35/2441 [..............................] - ETA: 12:27 - loss: 765.3625 - logits_profile_predictions_loss: 756.9126 - logcount_predictions_loss: 0.3107 36/2441 [..............................] - ETA: 12:27 - loss: 765.8152 - logits_profile_predictions_loss: 757.3694 - logcount_predictions_loss: 0.3105 37/2441 [..............................] - ETA: 12:27 - loss: 766.2013 - logits_profile_predictions_loss: 757.7604 - logcount_predictions_loss: 0.3103 38/2441 [..............................] - ETA: 12:26 - loss: 766.6242 - logits_profile_predictions_loss: 758.1881 - logcount_predictions_loss: 0.3102 39/2441 [..............................] - ETA: 12:26 - loss: 766.9568 - logits_profile_predictions_loss: 758.5258 - logcount_predictions_loss: 0.3100 40/2441 [..............................] - ETA: 12:26 - loss: 767.2860 - logits_profile_predictions_loss: 758.8616 - logcount_predictions_loss: 0.3097 41/2441 [..............................] - ETA: 12:26 - loss: 767.6335 - logits_profile_predictions_loss: 759.2153 - logcount_predictions_loss: 0.3095 42/2441 [..............................] - ETA: 12:25 - loss: 767.9665 - logits_profile_predictions_loss: 759.5545 - logcount_predictions_loss: 0.3093 43/2441 [..............................] - ETA: 12:25 - loss: 768.3197 - logits_profile_predictions_loss: 759.9140 - logcount_predictions_loss: 0.3090 44/2441 [..............................] - ETA: 12:25 - loss: 768.6802 - logits_profile_predictions_loss: 760.2811 - logcount_predictions_loss: 0.3088 45/2441 [..............................] - ETA: 12:24 - loss: 768.9705 - logits_profile_predictions_loss: 760.5788 - logcount_predictions_loss: 0.3085 46/2441 [..............................] - ETA: 12:24 - loss: 769.2342 - logits_profile_predictions_loss: 760.8489 - logcount_predictions_loss: 0.3083 47/2441 [..............................] - ETA: 12:24 - loss: 769.4531 - logits_profile_predictions_loss: 761.0741 - logcount_predictions_loss: 0.3081 48/2441 [..............................] - ETA: 12:24 - loss: 769.6453 - logits_profile_predictions_loss: 761.2735 - logcount_predictions_loss: 0.3078 49/2441 [..............................] - ETA: 12:23 - loss: 769.8391 - logits_profile_predictions_loss: 761.4737 - logcount_predictions_loss: 0.3075 50/2441 [..............................] - ETA: 12:23 - loss: 770.0297 - logits_profile_predictions_loss: 761.6709 - logcount_predictions_loss: 0.3073 51/2441 [..............................] - ETA: 12:23 - loss: 770.2116 - logits_profile_predictions_loss: 761.8590 - logcount_predictions_loss: 0.3071 52/2441 [..............................] - ETA: 12:22 - loss: 770.3845 - logits_profile_predictions_loss: 762.0377 - logcount_predictions_loss: 0.3069 53/2441 [..............................] - ETA: 12:22 - loss: 770.5849 - logits_profile_predictions_loss: 762.2431 - logcount_predictions_loss: 0.3067 54/2441 [..............................] - ETA: 12:22 - loss: 770.7761 - logits_profile_predictions_loss: 762.4397 - logcount_predictions_loss: 0.3065 55/2441 [..............................] - ETA: 12:21 - loss: 770.9477 - logits_profile_predictions_loss: 762.6165 - logcount_predictions_loss: 0.3063 56/2441 [..............................] - ETA: 12:21 - loss: 771.1041 - logits_profile_predictions_loss: 762.7774 - logcount_predictions_loss: 0.3061 57/2441 [..............................] - ETA: 12:21 - loss: 771.2512 - logits_profile_predictions_loss: 762.9294 - logcount_predictions_loss: 0.3059 58/2441 [..............................] - ETA: 12:21 - loss: 771.4027 - logits_profile_predictions_loss: 763.0854 - logcount_predictions_loss: 0.3058 59/2441 [..............................] - ETA: 12:20 - loss: 771.5586 - logits_profile_predictions_loss: 763.2454 - logcount_predictions_loss: 0.3056 60/2441 [..............................] - ETA: 12:20 - loss: 771.7330 - logits_profile_predictions_loss: 763.4240 - logcount_predictions_loss: 0.3055 61/2441 [..............................] - ETA: 12:20 - loss: 771.9224 - logits_profile_predictions_loss: 763.6169 - logcount_predictions_loss: 0.3053 62/2441 [..............................] - ETA: 12:19 - loss: 772.1472 - logits_profile_predictions_loss: 763.8450 - logcount_predictions_loss: 0.3052 63/2441 [..............................] - ETA: 12:19 - loss: 772.3907 - logits_profile_predictions_loss: 764.0919 - logcount_predictions_loss: 0.3051 64/2441 [..............................] - ETA: 12:19 - loss: 772.6081 - logits_profile_predictions_loss: 764.3130 - logcount_predictions_loss: 0.3050 65/2441 [..............................] - ETA: 12:19 - loss: 772.8426 - logits_profile_predictions_loss: 764.5507 - logcount_predictions_loss: 0.3048 66/2441 [..............................] - ETA: 12:18 - loss: 773.0369 - logits_profile_predictions_loss: 764.7490 - logcount_predictions_loss: 0.3047 67/2441 [..............................] - ETA: 12:18 - loss: 773.2351 - logits_profile_predictions_loss: 764.9514 - logcount_predictions_loss: 0.3045 68/2441 [..............................] - ETA: 12:18 - loss: 773.4061 - logits_profile_predictions_loss: 765.1260 - logcount_predictions_loss: 0.3044 69/2441 [..............................] - ETA: 12:17 - loss: 773.5717 - logits_profile_predictions_loss: 765.2954 - logcount_predictions_loss: 0.3043 70/2441 [..............................] - ETA: 12:17 - loss: 773.7384 - logits_profile_predictions_loss: 765.4658 - logcount_predictions_loss: 0.3041 71/2441 [..............................] - ETA: 12:17 - loss: 773.8670 - logits_profile_predictions_loss: 765.5978 - logcount_predictions_loss: 0.3040 72/2441 [..............................] - ETA: 12:16 - loss: 774.0226 - logits_profile_predictions_loss: 765.7570 - logcount_predictions_loss: 0.3039 73/2441 [..............................] - ETA: 12:16 - loss: 774.1642 - logits_profile_predictions_loss: 765.9026 - logcount_predictions_loss: 0.3037 74/2441 [..............................] - ETA: 12:16 - loss: 774.2920 - logits_profile_predictions_loss: 766.0347 - logcount_predictions_loss: 0.3036 75/2441 [..............................] - ETA: 12:16 - loss: 774.3899 - logits_profile_predictions_loss: 766.1363 - logcount_predictions_loss: 0.3034 76/2441 [..............................] - ETA: 12:15 - loss: 774.4929 - logits_profile_predictions_loss: 766.2423 - logcount_predictions_loss: 0.3033 77/2441 [..............................] - ETA: 12:15 - loss: 774.5908 - logits_profile_predictions_loss: 766.3432 - logcount_predictions_loss: 0.3032 78/2441 [..............................] - ETA: 12:15 - loss: 774.6710 - logits_profile_predictions_loss: 766.4269 - logcount_predictions_loss: 0.3031 79/2441 [..............................] - ETA: 12:14 - loss: 774.7438 - logits_profile_predictions_loss: 766.5024 - logcount_predictions_loss: 0.3030 80/2441 [..............................] - ETA: 12:14 - loss: 774.7964 - logits_profile_predictions_loss: 766.5578 - logcount_predictions_loss: 0.3029 81/2441 [..............................] - ETA: 12:14 - loss: 774.8362 - logits_profile_predictions_loss: 766.6006 - logcount_predictions_loss: 0.3028 82/2441 [>.............................] - ETA: 12:13 - loss: 774.8875 - logits_profile_predictions_loss: 766.6549 - logcount_predictions_loss: 0.3027 83/2441 [>.............................] - ETA: 12:13 - loss: 774.9327 - logits_profile_predictions_loss: 766.7031 - logcount_predictions_loss: 0.3026 84/2441 [>.............................] - ETA: 12:13 - loss: 774.9754 - logits_profile_predictions_loss: 766.7489 - logcount_predictions_loss: 0.3024 85/2441 [>.............................] - ETA: 12:13 - loss: 775.0040 - logits_profile_predictions_loss: 766.7808 - logcount_predictions_loss: 0.3023 86/2441 [>.............................] - ETA: 12:12 - loss: 775.0316 - logits_profile_predictions_loss: 766.8117 - logcount_predictions_loss: 0.3022 87/2441 [>.............................] - ETA: 12:12 - loss: 775.0565 - logits_profile_predictions_loss: 766.8399 - logcount_predictions_loss: 0.3021 88/2441 [>.............................] - ETA: 12:12 - loss: 775.0676 - logits_profile_predictions_loss: 766.8544 - logcount_predictions_loss: 0.3020 89/2441 [>.............................] - ETA: 12:11 - loss: 775.0700 - logits_profile_predictions_loss: 766.8601 - logcount_predictions_loss: 0.3018 90/2441 [>.............................] - ETA: 12:11 - loss: 775.0715 - logits_profile_predictions_loss: 766.8646 - logcount_predictions_loss: 0.3017 91/2441 [>.............................] - ETA: 12:11 - loss: 775.0612 - logits_profile_predictions_loss: 766.8574 - logcount_predictions_loss: 0.3016 92/2441 [>.............................] - ETA: 12:11 - loss: 775.0509 - logits_profile_predictions_loss: 766.8503 - logcount_predictions_loss: 0.3015 93/2441 [>.............................] - ETA: 12:10 - loss: 775.0535 - logits_profile_predictions_loss: 766.8557 - logcount_predictions_loss: 0.3014 94/2441 [>.............................] - ETA: 12:10 - loss: 775.0564 - logits_profile_predictions_loss: 766.8614 - logcount_predictions_loss: 0.3013 95/2441 [>.............................] - ETA: 12:10 - loss: 775.0723 - logits_profile_predictions_loss: 766.8803 - logcount_predictions_loss: 0.3012 96/2441 [>.............................] - ETA: 12:09 - loss: 775.0783 - logits_profile_predictions_loss: 766.8895 - logcount_predictions_loss: 0.3011 97/2441 [>.............................] - ETA: 12:09 - loss: 775.0779 - logits_profile_predictions_loss: 766.8925 - logcount_predictions_loss: 0.3009 98/2441 [>.............................] - ETA: 12:09 - loss: 775.0892 - logits_profile_predictions_loss: 766.9071 - logcount_predictions_loss: 0.3008 99/2441 [>.............................] - ETA: 12:09 - loss: 775.1025 - logits_profile_predictions_loss: 766.9238 - logcount_predictions_loss: 0.3007 100/2441 [>.............................] - ETA: 12:08 - loss: 775.1135 - logits_profile_predictions_loss: 766.9381 - logcount_predictions_loss: 0.3006 101/2441 [>.............................] - ETA: 12:08 - loss: 775.1214 - logits_profile_predictions_loss: 766.9495 - logcount_predictions_loss: 0.3004 102/2441 [>.............................] - ETA: 12:08 - loss: 775.1244 - logits_profile_predictions_loss: 766.9558 - logcount_predictions_loss: 0.3003 103/2441 [>.............................] - ETA: 12:07 - loss: 775.1308 - logits_profile_predictions_loss: 766.9653 - logcount_predictions_loss: 0.3002 104/2441 [>.............................] - ETA: 12:07 - loss: 775.1347 - logits_profile_predictions_loss: 766.9725 - logcount_predictions_loss: 0.3001 105/2441 [>.............................] - ETA: 12:07 - loss: 775.1337 - logits_profile_predictions_loss: 766.9748 - logcount_predictions_loss: 0.3000 106/2441 [>.............................] - ETA: 12:07 - loss: 775.1276 - logits_profile_predictions_loss: 766.9721 - logcount_predictions_loss: 0.2998 107/2441 [>.............................] - ETA: 12:06 - loss: 775.1167 - logits_profile_predictions_loss: 766.9648 - logcount_predictions_loss: 0.2997 108/2441 [>.............................] - ETA: 12:06 - loss: 775.1046 - logits_profile_predictions_loss: 766.9564 - logcount_predictions_loss: 0.2996 109/2441 [>.............................] - ETA: 12:06 - loss: 775.0942 - logits_profile_predictions_loss: 766.9496 - logcount_predictions_loss: 0.2994 110/2441 [>.............................] - ETA: 12:05 - loss: 775.0845 - logits_profile_predictions_loss: 766.9436 - logcount_predictions_loss: 0.2993 111/2441 [>.............................] - ETA: 12:05 - loss: 775.0675 - logits_profile_predictions_loss: 766.9300 - logcount_predictions_loss: 0.2992 112/2441 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[=====>........................] - ETA: 10:10 - loss: 771.8855 - logits_profile_predictions_loss: 764.1850 - logcount_predictions_loss: 0.2831 490/2441 [=====>........................] - ETA: 10:10 - loss: 771.8820 - logits_profile_predictions_loss: 764.1819 - logcount_predictions_loss: 0.2831 491/2441 [=====>........................] - ETA: 10:10 - loss: 771.8786 - logits_profile_predictions_loss: 764.1788 - logcount_predictions_loss: 0.2831 492/2441 [=====>........................] - ETA: 10:09 - loss: 771.8756 - logits_profile_predictions_loss: 764.1763 - logcount_predictions_loss: 0.2831 493/2441 [=====>........................] - ETA: 10:09 - loss: 771.8725 - logits_profile_predictions_loss: 764.1736 - logcount_predictions_loss: 0.2830 494/2441 [=====>........................] - ETA: 10:09 - loss: 771.8696 - logits_profile_predictions_loss: 764.1711 - logcount_predictions_loss: 0.2830 495/2441 [=====>........................] - ETA: 10:08 - loss: 771.8668 - 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[============================>.] - ETA: 16s - loss: 769.3527 - logits_profile_predictions_loss: 761.8828 - logcount_predictions_loss: 0.2746 2388/2441 [============================>.] - ETA: 16s - loss: 769.3518 - logits_profile_predictions_loss: 761.8819 - logcount_predictions_loss: 0.2746 2389/2441 [============================>.] - ETA: 16s - loss: 769.3509 - logits_profile_predictions_loss: 761.8810 - logcount_predictions_loss: 0.2746 2390/2441 [============================>.] - ETA: 15s - loss: 769.3499 - logits_profile_predictions_loss: 761.8801 - logcount_predictions_loss: 0.2746 2391/2441 [============================>.] - ETA: 15s - loss: 769.3490 - logits_profile_predictions_loss: 761.8792 - logcount_predictions_loss: 0.2746 2392/2441 [============================>.] - ETA: 15s - loss: 769.3481 - logits_profile_predictions_loss: 761.8783 - logcount_predictions_loss: 0.2746 2393/2441 [============================>.] - ETA: 15s - loss: 769.3471 - 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[============================>.] - ETA: 12s - loss: 769.3405 - logits_profile_predictions_loss: 761.8711 - logcount_predictions_loss: 0.2746 2401/2441 [============================>.] - ETA: 12s - loss: 769.3396 - logits_profile_predictions_loss: 761.8703 - logcount_predictions_loss: 0.2746 2402/2441 [============================>.] - ETA: 12s - loss: 769.3386 - logits_profile_predictions_loss: 761.8694 - logcount_predictions_loss: 0.2746 2403/2441 [============================>.] - ETA: 11s - loss: 769.3377 - logits_profile_predictions_loss: 761.8685 - logcount_predictions_loss: 0.2746 2404/2441 [============================>.] - ETA: 11s - loss: 769.3368 - logits_profile_predictions_loss: 761.8676 - logcount_predictions_loss: 0.2746 2405/2441 [============================>.] - ETA: 11s - loss: 769.3359 - logits_profile_predictions_loss: 761.8667 - logcount_predictions_loss: 0.2746 2406/2441 [============================>.] - ETA: 10s - loss: 769.3349 - 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[============================>.] - ETA: 8s - loss: 769.3285 - logits_profile_predictions_loss: 761.8597 - logcount_predictions_loss: 0.2746 2414/2441 [============================>.] - ETA: 8s - loss: 769.3275 - logits_profile_predictions_loss: 761.8588 - logcount_predictions_loss: 0.2746 2415/2441 [============================>.] - ETA: 8s - loss: 769.3266 - logits_profile_predictions_loss: 761.8579 - logcount_predictions_loss: 0.2746 2416/2441 [============================>.] - ETA: 7s - loss: 769.3257 - logits_profile_predictions_loss: 761.8570 - logcount_predictions_loss: 0.2746 2417/2441 [============================>.] - ETA: 7s - loss: 769.3247 - logits_profile_predictions_loss: 761.8561 - logcount_predictions_loss: 0.2746 2418/2441 [============================>.] - ETA: 7s - loss: 769.3238 - logits_profile_predictions_loss: 761.8553 - logcount_predictions_loss: 0.2746 2419/2441 [============================>.] - ETA: 6s - loss: 769.3229 - logits_profile_predictions_loss: 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2433/2441 [============================>.] - ETA: 2s - loss: 769.3094 - logits_profile_predictions_loss: 761.8416 - logcount_predictions_loss: 0.2745 2434/2441 [============================>.] - ETA: 2s - loss: 769.3084 - logits_profile_predictions_loss: 761.8406 - logcount_predictions_loss: 0.2745 2435/2441 [============================>.] - ETA: 1s - loss: 769.3075 - logits_profile_predictions_loss: 761.8397 - logcount_predictions_loss: 0.2745 2436/2441 [============================>.] - ETA: 1s - loss: 769.3065 - logits_profile_predictions_loss: 761.8388 - logcount_predictions_loss: 0.2745 2437/2441 [============================>.] - ETA: 1s - loss: 769.3055 - logits_profile_predictions_loss: 761.8378 - logcount_predictions_loss: 0.2745 2438/2441 [============================>.] - ETA: 0s - loss: 769.3045 - logits_profile_predictions_loss: 761.8368 - logcount_predictions_loss: 0.2745 2439/2441 [============================>.] - ETA: 0s - loss: 769.3034 - logits_profile_predictions_loss: 761.8359 - logcount_predictions_loss: 0.2745 2440/2441 [============================>.] - ETA: 0s - loss: 769.3024 - logits_profile_predictions_loss: 761.8349 - logcount_predictions_loss: 0.2745 2441/2441 [==============================] - ETA: 0s - loss: 769.3014 - logits_profile_predictions_loss: 761.8340 - logcount_predictions_loss: 0.2745 2441/2441 [==============================] - 796s 326ms/step - loss: 769.3005 - logits_profile_predictions_loss: 761.8330 - logcount_predictions_loss: 0.2745 - val_loss: 773.0958 - val_logits_profile_predictions_loss: 764.1703 - val_logcount_predictions_loss: 0.3281 Epoch 00012: val_loss improved from 775.72925 to 773.09576, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR922YEW//chrombppnet_model_encsr880cub_bias_fold_3/chrombpnet.h5 Epoch 13/50 1/2441 [..............................] - ETA: 12:55 - loss: 678.7120 - logits_profile_predictions_loss: 669.2871 - logcount_predictions_loss: 0.3465 2/2441 [..............................] - ETA: 12:34 - loss: 711.4144 - logits_profile_predictions_loss: 702.3442 - logcount_predictions_loss: 0.3335 3/2441 [..............................] - ETA: 12:34 - loss: 715.9711 - logits_profile_predictions_loss: 707.2386 - logcount_predictions_loss: 0.3210 4/2441 [..............................] - ETA: 12:36 - loss: 721.8725 - logits_profile_predictions_loss: 713.2517 - logcount_predictions_loss: 0.3169 5/2441 [..............................] - ETA: 12:35 - loss: 724.5012 - logits_profile_predictions_loss: 716.0487 - logcount_predictions_loss: 0.3108 6/2441 [..............................] - ETA: 12:35 - loss: 725.4598 - logits_profile_predictions_loss: 717.1477 - logcount_predictions_loss: 0.3056 7/2441 [..............................] - ETA: 12:35 - loss: 724.1824 - logits_profile_predictions_loss: 715.9921 - logcount_predictions_loss: 0.3011 8/2441 [..............................] - ETA: 12:35 - loss: 723.3126 - 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[..............................] - ETA: 12:33 - loss: 726.1374 - logits_profile_predictions_loss: 718.5079 - logcount_predictions_loss: 0.2805 16/2441 [..............................] - ETA: 12:33 - loss: 726.2731 - logits_profile_predictions_loss: 718.6880 - logcount_predictions_loss: 0.2789 17/2441 [..............................] - ETA: 12:32 - loss: 726.7237 - logits_profile_predictions_loss: 719.1824 - logcount_predictions_loss: 0.2773 18/2441 [..............................] - ETA: 12:32 - loss: 727.2283 - logits_profile_predictions_loss: 719.7196 - logcount_predictions_loss: 0.2761 19/2441 [..............................] - ETA: 12:32 - loss: 727.8938 - logits_profile_predictions_loss: 720.4086 - logcount_predictions_loss: 0.2752 20/2441 [..............................] - ETA: 12:32 - loss: 728.6661 - logits_profile_predictions_loss: 721.2029 - logcount_predictions_loss: 0.2744 21/2441 [..............................] - ETA: 12:31 - loss: 729.3750 - logits_profile_predictions_loss: 721.9313 - logcount_predictions_loss: 0.2737 22/2441 [..............................] - ETA: 12:31 - loss: 729.9955 - logits_profile_predictions_loss: 722.5736 - logcount_predictions_loss: 0.2729 23/2441 [..............................] - ETA: 12:31 - loss: 730.6081 - logits_profile_predictions_loss: 723.2061 - logcount_predictions_loss: 0.2721 24/2441 [..............................] - ETA: 12:30 - loss: 731.1536 - logits_profile_predictions_loss: 723.7717 - logcount_predictions_loss: 0.2714 25/2441 [..............................] - ETA: 12:30 - loss: 731.6560 - logits_profile_predictions_loss: 724.2932 - logcount_predictions_loss: 0.2707 26/2441 [..............................] - ETA: 12:30 - loss: 732.1598 - logits_profile_predictions_loss: 724.8151 - logcount_predictions_loss: 0.2700 27/2441 [..............................] - ETA: 12:29 - loss: 732.6776 - logits_profile_predictions_loss: 725.3525 - logcount_predictions_loss: 0.2693 28/2441 [..............................] - ETA: 12:29 - loss: 733.0303 - logits_profile_predictions_loss: 725.7240 - logcount_predictions_loss: 0.2686 29/2441 [..............................] - ETA: 12:29 - loss: 733.3503 - logits_profile_predictions_loss: 726.0619 - logcount_predictions_loss: 0.2680 30/2441 [..............................] - ETA: 12:29 - loss: 733.5984 - logits_profile_predictions_loss: 726.3256 - logcount_predictions_loss: 0.2674 31/2441 [..............................] - ETA: 12:28 - loss: 733.8204 - logits_profile_predictions_loss: 726.5625 - logcount_predictions_loss: 0.2668 32/2441 [..............................] - ETA: 12:28 - loss: 734.1421 - logits_profile_predictions_loss: 726.8988 - logcount_predictions_loss: 0.2663 33/2441 [..............................] - ETA: 12:28 - loss: 734.5822 - logits_profile_predictions_loss: 727.3527 - logcount_predictions_loss: 0.2658 34/2441 [..............................] - ETA: 12:27 - loss: 735.0340 - 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[..............................] - ETA: 12:25 - loss: 737.0698 - logits_profile_predictions_loss: 729.9012 - logcount_predictions_loss: 0.2636 42/2441 [..............................] - ETA: 12:25 - loss: 737.2656 - logits_profile_predictions_loss: 730.1015 - logcount_predictions_loss: 0.2634 43/2441 [..............................] - ETA: 12:25 - loss: 737.4126 - logits_profile_predictions_loss: 730.2539 - logcount_predictions_loss: 0.2632 44/2441 [..............................] - ETA: 12:24 - loss: 737.5805 - logits_profile_predictions_loss: 730.4254 - logcount_predictions_loss: 0.2631 45/2441 [..............................] - ETA: 12:24 - loss: 737.7243 - logits_profile_predictions_loss: 730.5732 - logcount_predictions_loss: 0.2629 46/2441 [..............................] - ETA: 12:24 - loss: 737.8701 - logits_profile_predictions_loss: 730.7224 - logcount_predictions_loss: 0.2628 47/2441 [..............................] - ETA: 12:24 - loss: 738.0167 - 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[..............................] - ETA: 12:22 - loss: 739.1283 - logits_profile_predictions_loss: 731.9909 - logcount_predictions_loss: 0.2624 55/2441 [..............................] - ETA: 12:21 - loss: 739.2984 - logits_profile_predictions_loss: 732.1610 - logcount_predictions_loss: 0.2624 56/2441 [..............................] - ETA: 12:21 - loss: 739.4609 - logits_profile_predictions_loss: 732.3237 - logcount_predictions_loss: 0.2624 57/2441 [..............................] - ETA: 12:21 - loss: 739.6343 - logits_profile_predictions_loss: 732.4975 - logcount_predictions_loss: 0.2624 58/2441 [..............................] - ETA: 12:20 - loss: 739.8248 - logits_profile_predictions_loss: 732.6882 - logcount_predictions_loss: 0.2624 59/2441 [..............................] - ETA: 12:20 - loss: 740.0340 - logits_profile_predictions_loss: 732.8976 - logcount_predictions_loss: 0.2624 60/2441 [..............................] - ETA: 12:20 - loss: 740.2201 - 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[..............................] - ETA: 12:18 - loss: 741.1544 - logits_profile_predictions_loss: 734.0205 - logcount_predictions_loss: 0.2623 68/2441 [..............................] - ETA: 12:17 - loss: 741.2535 - logits_profile_predictions_loss: 734.1203 - logcount_predictions_loss: 0.2623 69/2441 [..............................] - ETA: 12:17 - loss: 741.3362 - logits_profile_predictions_loss: 734.2035 - logcount_predictions_loss: 0.2622 70/2441 [..............................] - ETA: 12:17 - loss: 741.3955 - logits_profile_predictions_loss: 734.2637 - logcount_predictions_loss: 0.2622 71/2441 [..............................] - ETA: 12:17 - loss: 741.4748 - logits_profile_predictions_loss: 734.3438 - logcount_predictions_loss: 0.2622 72/2441 [..............................] - ETA: 12:16 - loss: 741.5491 - logits_profile_predictions_loss: 734.4184 - logcount_predictions_loss: 0.2622 73/2441 [..............................] - ETA: 12:16 - loss: 741.6384 - 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[===>..........................] - ETA: 10:36 - loss: 751.1314 - logits_profile_predictions_loss: 744.1298 - logcount_predictions_loss: 0.2574 406/2441 [===>..........................] - ETA: 10:35 - loss: 751.1435 - logits_profile_predictions_loss: 744.1422 - logcount_predictions_loss: 0.2574 407/2441 [====>.........................] - ETA: 10:35 - loss: 751.1551 - logits_profile_predictions_loss: 744.1540 - logcount_predictions_loss: 0.2574 408/2441 [====>.........................] - ETA: 10:35 - loss: 751.1663 - logits_profile_predictions_loss: 744.1654 - logcount_predictions_loss: 0.2574 409/2441 [====>.........................] - ETA: 10:34 - loss: 751.1771 - logits_profile_predictions_loss: 744.1765 - logcount_predictions_loss: 0.2574 410/2441 [====>.........................] - ETA: 10:34 - loss: 751.1885 - logits_profile_predictions_loss: 744.1881 - logcount_predictions_loss: 0.2574 411/2441 [====>.........................] - ETA: 10:34 - loss: 751.1991 - 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[====>.........................] - ETA: 10:32 - loss: 751.2812 - logits_profile_predictions_loss: 744.2825 - logcount_predictions_loss: 0.2573 419/2441 [====>.........................] - ETA: 10:31 - loss: 751.2932 - logits_profile_predictions_loss: 744.2947 - logcount_predictions_loss: 0.2573 420/2441 [====>.........................] - ETA: 10:31 - loss: 751.3058 - logits_profile_predictions_loss: 744.3076 - logcount_predictions_loss: 0.2573 421/2441 [====>.........................] - ETA: 10:31 - loss: 751.3182 - logits_profile_predictions_loss: 744.3201 - logcount_predictions_loss: 0.2573 422/2441 [====>.........................] - ETA: 10:30 - loss: 751.3302 - logits_profile_predictions_loss: 744.3324 - logcount_predictions_loss: 0.2573 423/2441 [====>.........................] - ETA: 10:30 - loss: 751.3419 - logits_profile_predictions_loss: 744.3443 - logcount_predictions_loss: 0.2573 424/2441 [====>.........................] - ETA: 10:30 - loss: 751.3531 - 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[====>.........................] - ETA: 10:28 - loss: 751.4328 - logits_profile_predictions_loss: 744.4370 - logcount_predictions_loss: 0.2572 432/2441 [====>.........................] - ETA: 10:27 - loss: 751.4437 - logits_profile_predictions_loss: 744.4481 - logcount_predictions_loss: 0.2572 433/2441 [====>.........................] - ETA: 10:27 - loss: 751.4557 - logits_profile_predictions_loss: 744.4603 - logcount_predictions_loss: 0.2572 434/2441 [====>.........................] - ETA: 10:27 - loss: 751.4680 - logits_profile_predictions_loss: 744.4728 - logcount_predictions_loss: 0.2572 435/2441 [====>.........................] - ETA: 10:26 - loss: 751.4805 - logits_profile_predictions_loss: 744.4855 - logcount_predictions_loss: 0.2572 436/2441 [====>.........................] - ETA: 10:26 - loss: 751.4927 - logits_profile_predictions_loss: 744.4979 - logcount_predictions_loss: 0.2572 437/2441 [====>.........................] - ETA: 10:26 - loss: 751.5045 - 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[====>.........................] - ETA: 10:24 - loss: 751.5879 - logits_profile_predictions_loss: 744.5944 - logcount_predictions_loss: 0.2571 445/2441 [====>.........................] - ETA: 10:23 - loss: 751.6004 - logits_profile_predictions_loss: 744.6071 - logcount_predictions_loss: 0.2571 446/2441 [====>.........................] - ETA: 10:23 - loss: 751.6127 - logits_profile_predictions_loss: 744.6195 - logcount_predictions_loss: 0.2571 447/2441 [====>.........................] - ETA: 10:23 - loss: 751.6254 - logits_profile_predictions_loss: 744.6324 - logcount_predictions_loss: 0.2571 448/2441 [====>.........................] - ETA: 10:22 - loss: 751.6381 - logits_profile_predictions_loss: 744.6452 - logcount_predictions_loss: 0.2571 449/2441 [====>.........................] - ETA: 10:22 - loss: 751.6511 - logits_profile_predictions_loss: 744.6584 - logcount_predictions_loss: 0.2571 450/2441 [====>.........................] - ETA: 10:22 - loss: 751.6639 - 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[====>.........................] - ETA: 10:20 - loss: 751.7536 - logits_profile_predictions_loss: 744.7620 - logcount_predictions_loss: 0.2571 458/2441 [====>.........................] - ETA: 10:19 - loss: 751.7665 - logits_profile_predictions_loss: 744.7750 - logcount_predictions_loss: 0.2570 459/2441 [====>.........................] - ETA: 10:19 - loss: 751.7792 - logits_profile_predictions_loss: 744.7877 - logcount_predictions_loss: 0.2570 460/2441 [====>.........................] - ETA: 10:19 - loss: 751.7921 - logits_profile_predictions_loss: 744.8008 - logcount_predictions_loss: 0.2570 461/2441 [====>.........................] - ETA: 10:18 - loss: 751.8050 - logits_profile_predictions_loss: 744.8137 - logcount_predictions_loss: 0.2570 462/2441 [====>.........................] - ETA: 10:18 - loss: 751.8182 - logits_profile_predictions_loss: 744.8270 - logcount_predictions_loss: 0.2570 463/2441 [====>.........................] - ETA: 10:18 - loss: 751.8312 - 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[============================>.] - ETA: 0s - loss: 758.9014 - logits_profile_predictions_loss: 751.9169 - logcount_predictions_loss: 0.2568 2441/2441 [==============================] - ETA: 0s - loss: 758.9025 - logits_profile_predictions_loss: 751.9180 - logcount_predictions_loss: 0.2568 2441/2441 [==============================] - 796s 326ms/step - loss: 758.9036 - logits_profile_predictions_loss: 751.9191 - logcount_predictions_loss: 0.2568 - val_loss: 773.3782 - val_logits_profile_predictions_loss: 764.0615 - val_logcount_predictions_loss: 0.3425 Epoch 00013: val_loss did not improve from 773.09576 Epoch 14/50 1/2441 [..............................] - ETA: 12:57 - loss: 674.9844 - logits_profile_predictions_loss: 669.9742 - logcount_predictions_loss: 0.1842 2/2441 [..............................] - ETA: 12:36 - loss: 686.5527 - logits_profile_predictions_loss: 681.4048 - logcount_predictions_loss: 0.1893 3/2441 [..............................] - ETA: 12:36 - loss: 686.5991 - 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[..............................] - ETA: 12:35 - loss: 713.1382 - logits_profile_predictions_loss: 707.6351 - logcount_predictions_loss: 0.2023 11/2441 [..............................] - ETA: 12:35 - loss: 714.3965 - logits_profile_predictions_loss: 708.8742 - logcount_predictions_loss: 0.2030 12/2441 [..............................] - ETA: 12:35 - loss: 715.5338 - logits_profile_predictions_loss: 709.9831 - logcount_predictions_loss: 0.2041 13/2441 [..............................] - ETA: 12:34 - loss: 717.0164 - logits_profile_predictions_loss: 711.4457 - logcount_predictions_loss: 0.2048 14/2441 [..............................] - ETA: 12:34 - loss: 718.5469 - logits_profile_predictions_loss: 712.9505 - logcount_predictions_loss: 0.2057 15/2441 [..............................] - ETA: 12:34 - loss: 719.4384 - logits_profile_predictions_loss: 713.8188 - logcount_predictions_loss: 0.2066 16/2441 [..............................] - ETA: 12:33 - loss: 720.0318 - 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[..............................] - ETA: 12:32 - loss: 726.8729 - logits_profile_predictions_loss: 721.1419 - logcount_predictions_loss: 0.2107 24/2441 [..............................] - ETA: 12:31 - loss: 727.4578 - logits_profile_predictions_loss: 721.7113 - logcount_predictions_loss: 0.2113 25/2441 [..............................] - ETA: 12:31 - loss: 728.1931 - logits_profile_predictions_loss: 722.4291 - logcount_predictions_loss: 0.2119 26/2441 [..............................] - ETA: 12:31 - loss: 728.8490 - logits_profile_predictions_loss: 723.0721 - logcount_predictions_loss: 0.2124 27/2441 [..............................] - ETA: 12:30 - loss: 729.4593 - logits_profile_predictions_loss: 723.6679 - logcount_predictions_loss: 0.2129 28/2441 [..............................] - ETA: 12:30 - loss: 729.9395 - logits_profile_predictions_loss: 724.1375 - logcount_predictions_loss: 0.2133 29/2441 [..............................] - ETA: 12:30 - loss: 730.5228 - 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[..............................] - ETA: 12:28 - loss: 732.8301 - logits_profile_predictions_loss: 726.9840 - logcount_predictions_loss: 0.2149 37/2441 [..............................] - ETA: 12:28 - loss: 733.1817 - logits_profile_predictions_loss: 727.3319 - logcount_predictions_loss: 0.2151 38/2441 [..............................] - ETA: 12:27 - loss: 733.4718 - logits_profile_predictions_loss: 727.6182 - logcount_predictions_loss: 0.2152 39/2441 [..............................] - ETA: 12:27 - loss: 733.8121 - logits_profile_predictions_loss: 727.9550 - logcount_predictions_loss: 0.2153 40/2441 [..............................] - ETA: 12:27 - loss: 734.0834 - logits_profile_predictions_loss: 728.2235 - logcount_predictions_loss: 0.2154 41/2441 [..............................] - ETA: 12:26 - loss: 734.3311 - logits_profile_predictions_loss: 728.4675 - logcount_predictions_loss: 0.2156 42/2441 [..............................] - ETA: 12:26 - loss: 734.6584 - 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[..............................] - ETA: 12:24 - loss: 736.5558 - logits_profile_predictions_loss: 730.6656 - logcount_predictions_loss: 0.2166 50/2441 [..............................] - ETA: 12:24 - loss: 736.7986 - logits_profile_predictions_loss: 730.9031 - logcount_predictions_loss: 0.2167 51/2441 [..............................] - ETA: 12:23 - loss: 737.0285 - logits_profile_predictions_loss: 731.1286 - logcount_predictions_loss: 0.2169 52/2441 [..............................] - ETA: 12:23 - loss: 737.2655 - logits_profile_predictions_loss: 731.3614 - logcount_predictions_loss: 0.2171 53/2441 [..............................] - ETA: 12:23 - loss: 737.5234 - logits_profile_predictions_loss: 731.6154 - logcount_predictions_loss: 0.2172 54/2441 [..............................] - ETA: 12:23 - loss: 737.7576 - logits_profile_predictions_loss: 731.8445 - logcount_predictions_loss: 0.2174 55/2441 [..............................] - ETA: 12:22 - loss: 737.9935 - 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[===>..........................] - ETA: 10:51 - loss: 751.7883 - logits_profile_predictions_loss: 745.3534 - logcount_predictions_loss: 0.2366 362/2441 [===>..........................] - ETA: 10:50 - loss: 751.7952 - logits_profile_predictions_loss: 745.3598 - logcount_predictions_loss: 0.2366 363/2441 [===>..........................] - ETA: 10:50 - loss: 751.8017 - logits_profile_predictions_loss: 745.3658 - logcount_predictions_loss: 0.2366 364/2441 [===>..........................] - ETA: 10:50 - loss: 751.8083 - logits_profile_predictions_loss: 745.3718 - logcount_predictions_loss: 0.2366 365/2441 [===>..........................] - ETA: 10:49 - loss: 751.8150 - logits_profile_predictions_loss: 745.3779 - logcount_predictions_loss: 0.2367 366/2441 [===>..........................] - ETA: 10:49 - loss: 751.8213 - logits_profile_predictions_loss: 745.3837 - logcount_predictions_loss: 0.2367 367/2441 [===>..........................] - ETA: 10:49 - loss: 751.8271 - 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[===>..........................] - ETA: 10:47 - loss: 751.8779 - logits_profile_predictions_loss: 745.4358 - logcount_predictions_loss: 0.2368 375/2441 [===>..........................] - ETA: 10:46 - loss: 751.8849 - logits_profile_predictions_loss: 745.4423 - logcount_predictions_loss: 0.2369 376/2441 [===>..........................] - ETA: 10:46 - loss: 751.8919 - logits_profile_predictions_loss: 745.4488 - logcount_predictions_loss: 0.2369 377/2441 [===>..........................] - ETA: 10:46 - loss: 751.8993 - logits_profile_predictions_loss: 745.4556 - logcount_predictions_loss: 0.2369 378/2441 [===>..........................] - ETA: 10:45 - loss: 751.9068 - logits_profile_predictions_loss: 745.4626 - logcount_predictions_loss: 0.2369 379/2441 [===>..........................] - ETA: 10:45 - loss: 751.9144 - logits_profile_predictions_loss: 745.4696 - logcount_predictions_loss: 0.2369 380/2441 [===>..........................] - ETA: 10:45 - loss: 751.9219 - 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[===>..........................] - ETA: 10:43 - loss: 751.9786 - logits_profile_predictions_loss: 745.5295 - logcount_predictions_loss: 0.2371 388/2441 [===>..........................] - ETA: 10:42 - loss: 751.9864 - logits_profile_predictions_loss: 745.5368 - logcount_predictions_loss: 0.2371 389/2441 [===>..........................] - ETA: 10:42 - loss: 751.9947 - logits_profile_predictions_loss: 745.5446 - logcount_predictions_loss: 0.2371 390/2441 [===>..........................] - ETA: 10:42 - loss: 752.0033 - logits_profile_predictions_loss: 745.5527 - logcount_predictions_loss: 0.2372 391/2441 [===>..........................] - ETA: 10:41 - loss: 752.0122 - logits_profile_predictions_loss: 745.5611 - logcount_predictions_loss: 0.2372 392/2441 [===>..........................] - ETA: 10:41 - loss: 752.0214 - logits_profile_predictions_loss: 745.5698 - logcount_predictions_loss: 0.2372 393/2441 [===>..........................] - ETA: 10:41 - loss: 752.0312 - 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[====>.........................] - ETA: 10:35 - loss: 752.2028 - logits_profile_predictions_loss: 745.7416 - logcount_predictions_loss: 0.2375 414/2441 [====>.........................] - ETA: 10:34 - loss: 752.2104 - logits_profile_predictions_loss: 745.7488 - logcount_predictions_loss: 0.2376 415/2441 [====>.........................] - ETA: 10:34 - loss: 752.2183 - logits_profile_predictions_loss: 745.7563 - logcount_predictions_loss: 0.2376 416/2441 [====>.........................] - ETA: 10:34 - loss: 752.2259 - logits_profile_predictions_loss: 745.7634 - logcount_predictions_loss: 0.2376 417/2441 [====>.........................] - ETA: 10:33 - loss: 752.2329 - logits_profile_predictions_loss: 745.7700 - logcount_predictions_loss: 0.2376 418/2441 [====>.........................] - ETA: 10:33 - loss: 752.2399 - logits_profile_predictions_loss: 745.7767 - logcount_predictions_loss: 0.2376 419/2441 [====>.........................] - ETA: 10:33 - loss: 752.2473 - 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[====>.........................] - ETA: 10:31 - loss: 752.2951 - logits_profile_predictions_loss: 745.8285 - logcount_predictions_loss: 0.2377 427/2441 [====>.........................] - ETA: 10:30 - loss: 752.3018 - logits_profile_predictions_loss: 745.8348 - logcount_predictions_loss: 0.2378 428/2441 [====>.........................] - ETA: 10:30 - loss: 752.3079 - logits_profile_predictions_loss: 745.8405 - logcount_predictions_loss: 0.2378 429/2441 [====>.........................] - ETA: 10:30 - loss: 752.3140 - logits_profile_predictions_loss: 745.8461 - logcount_predictions_loss: 0.2378 430/2441 [====>.........................] - ETA: 10:29 - loss: 752.3195 - logits_profile_predictions_loss: 745.8512 - logcount_predictions_loss: 0.2378 431/2441 [====>.........................] - ETA: 10:29 - loss: 752.3253 - logits_profile_predictions_loss: 745.8566 - logcount_predictions_loss: 0.2378 432/2441 [====>.........................] - ETA: 10:29 - loss: 752.3314 - logits_profile_predictions_loss: 745.8623 - logcount_predictions_loss: 0.2378 433/2441 [====>.........................] - ETA: 10:28 - loss: 752.3373 - logits_profile_predictions_loss: 745.8678 - logcount_predictions_loss: 0.2378 434/2441 [====>.........................] - ETA: 10:28 - loss: 752.3435 - logits_profile_predictions_loss: 745.8737 - logcount_predictions_loss: 0.2379 435/2441 [====>.........................] - ETA: 10:28 - loss: 752.3496 - logits_profile_predictions_loss: 745.8794 - logcount_predictions_loss: 0.2379 436/2441 [====>.........................] - ETA: 10:28 - loss: 752.3563 - logits_profile_predictions_loss: 745.8857 - logcount_predictions_loss: 0.2379 437/2441 [====>.........................] - ETA: 10:27 - loss: 752.3631 - logits_profile_predictions_loss: 745.8921 - logcount_predictions_loss: 0.2379 438/2441 [====>.........................] - ETA: 10:27 - loss: 752.3702 - logits_profile_predictions_loss: 745.8989 - logcount_predictions_loss: 0.2379 439/2441 [====>.........................] - ETA: 10:27 - loss: 752.3772 - logits_profile_predictions_loss: 745.9055 - logcount_predictions_loss: 0.2379 440/2441 [====>.........................] - ETA: 10:26 - loss: 752.3845 - logits_profile_predictions_loss: 745.9125 - logcount_predictions_loss: 0.2379 441/2441 [====>.........................] - ETA: 10:26 - loss: 752.3916 - logits_profile_predictions_loss: 745.9192 - logcount_predictions_loss: 0.2380 442/2441 [====>.........................] - ETA: 10:26 - loss: 752.3988 - logits_profile_predictions_loss: 745.9261 - logcount_predictions_loss: 0.2380 443/2441 [====>.........................] - ETA: 10:25 - loss: 752.4054 - logits_profile_predictions_loss: 745.9323 - logcount_predictions_loss: 0.2380 444/2441 [====>.........................] - ETA: 10:25 - loss: 752.4126 - logits_profile_predictions_loss: 745.9392 - logcount_predictions_loss: 0.2380 445/2441 [====>.........................] - ETA: 10:25 - loss: 752.4192 - 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logits_profile_predictions_loss: 749.6240 - logcount_predictions_loss: 0.2448 2441/2441 [==============================] - 797s 326ms/step - loss: 756.2826 - logits_profile_predictions_loss: 749.6244 - logcount_predictions_loss: 0.2448 - val_loss: 776.5176 - val_logits_profile_predictions_loss: 767.5547 - val_logcount_predictions_loss: 0.3295 Epoch 00014: val_loss did not improve from 773.09576 Epoch 15/50 1/2441 [..............................] - ETA: 13:00 - loss: 761.0549 - logits_profile_predictions_loss: 754.8036 - logcount_predictions_loss: 0.2298 2/2441 [..............................] - ETA: 12:35 - loss: 760.1340 - logits_profile_predictions_loss: 753.7593 - logcount_predictions_loss: 0.2344 3/2441 [..............................] - ETA: 12:35 - loss: 750.0887 - logits_profile_predictions_loss: 743.4985 - logcount_predictions_loss: 0.2423 4/2441 [..............................] - ETA: 12:36 - loss: 745.6721 - logits_profile_predictions_loss: 739.1730 - 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[============================>.] - ETA: 9s - loss: 754.5701 - logits_profile_predictions_loss: 748.2212 - logcount_predictions_loss: 0.2334  2411/2441 [============================>.] - ETA: 9s - loss: 754.5700 - logits_profile_predictions_loss: 748.2211 - logcount_predictions_loss: 0.2334 2412/2441 [============================>.] - ETA: 9s - loss: 754.5700 - logits_profile_predictions_loss: 748.2210 - logcount_predictions_loss: 0.2334 2413/2441 [============================>.] - ETA: 8s - loss: 754.5699 - logits_profile_predictions_loss: 748.2209 - logcount_predictions_loss: 0.2334 2414/2441 [============================>.] - ETA: 8s - loss: 754.5698 - logits_profile_predictions_loss: 748.2208 - logcount_predictions_loss: 0.2334 2415/2441 [============================>.] - ETA: 8s - loss: 754.5698 - logits_profile_predictions_loss: 748.2207 - logcount_predictions_loss: 0.2334 2416/2441 [============================>.] - ETA: 7s - loss: 754.5698 - logits_profile_predictions_loss: 748.2207 - logcount_predictions_loss: 0.2334 2417/2441 [============================>.] - ETA: 7s - loss: 754.5697 - logits_profile_predictions_loss: 748.2206 - logcount_predictions_loss: 0.2334 2418/2441 [============================>.] - ETA: 7s - loss: 754.5697 - logits_profile_predictions_loss: 748.2205 - logcount_predictions_loss: 0.2334 2419/2441 [============================>.] - ETA: 6s - loss: 754.5696 - logits_profile_predictions_loss: 748.2205 - logcount_predictions_loss: 0.2334 2420/2441 [============================>.] - ETA: 6s - loss: 754.5696 - logits_profile_predictions_loss: 748.2204 - logcount_predictions_loss: 0.2334 2421/2441 [============================>.] - ETA: 6s - loss: 754.5696 - logits_profile_predictions_loss: 748.2204 - logcount_predictions_loss: 0.2334 2422/2441 [============================>.] - ETA: 5s - loss: 754.5695 - logits_profile_predictions_loss: 748.2203 - logcount_predictions_loss: 0.2334 2423/2441 [============================>.] - ETA: 5s - 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2430/2441 [============================>.] - ETA: 3s - loss: 754.5692 - logits_profile_predictions_loss: 748.2198 - logcount_predictions_loss: 0.2335 2431/2441 [============================>.] - ETA: 3s - loss: 754.5691 - logits_profile_predictions_loss: 748.2197 - logcount_predictions_loss: 0.2335 2432/2441 [============================>.] - ETA: 2s - loss: 754.5690 - logits_profile_predictions_loss: 748.2196 - logcount_predictions_loss: 0.2335 2433/2441 [============================>.] - ETA: 2s - loss: 754.5690 - logits_profile_predictions_loss: 748.2195 - logcount_predictions_loss: 0.2335 2434/2441 [============================>.] - ETA: 2s - loss: 754.5689 - logits_profile_predictions_loss: 748.2194 - logcount_predictions_loss: 0.2335 2435/2441 [============================>.] - ETA: 1s - loss: 754.5688 - logits_profile_predictions_loss: 748.2193 - logcount_predictions_loss: 0.2335 2436/2441 [============================>.] - ETA: 1s - loss: 754.5687 - logits_profile_predictions_loss: 748.2192 - logcount_predictions_loss: 0.2335 2437/2441 [============================>.] - ETA: 1s - loss: 754.5687 - logits_profile_predictions_loss: 748.2191 - logcount_predictions_loss: 0.2335 2438/2441 [============================>.] - ETA: 0s - loss: 754.5686 - logits_profile_predictions_loss: 748.2190 - logcount_predictions_loss: 0.2335 2439/2441 [============================>.] - ETA: 0s - loss: 754.5685 - logits_profile_predictions_loss: 748.2189 - logcount_predictions_loss: 0.2335 2440/2441 [============================>.] - ETA: 0s - loss: 754.5684 - logits_profile_predictions_loss: 748.2188 - logcount_predictions_loss: 0.2335 2441/2441 [==============================] - ETA: 0s - loss: 754.5683 - logits_profile_predictions_loss: 748.2187 - logcount_predictions_loss: 0.2335 2441/2441 [==============================] - 796s 326ms/step - loss: 754.5683 - logits_profile_predictions_loss: 748.2186 - logcount_predictions_loss: 0.2335 - val_loss: 771.6404 - val_logits_profile_predictions_loss: 762.4125 - val_logcount_predictions_loss: 0.3393 Epoch 00015: val_loss improved from 773.09576 to 771.64038, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR922YEW//chrombppnet_model_encsr880cub_bias_fold_3/chrombpnet.h5 Epoch 16/50 1/2441 [..............................] - ETA: 12:56 - loss: 713.5970 - logits_profile_predictions_loss: 707.3001 - logcount_predictions_loss: 0.2315 2/2441 [..............................] - ETA: 12:35 - loss: 750.5495 - logits_profile_predictions_loss: 744.0113 - logcount_predictions_loss: 0.2404 3/2441 [..............................] - ETA: 12:35 - loss: 741.3036 - logits_profile_predictions_loss: 734.8515 - logcount_predictions_loss: 0.2372 4/2441 [..............................] - ETA: 12:36 - loss: 738.3045 - logits_profile_predictions_loss: 731.9015 - logcount_predictions_loss: 0.2354 5/2441 [..............................] - ETA: 12:36 - loss: 733.5503 - logits_profile_predictions_loss: 727.1381 - logcount_predictions_loss: 0.2357 6/2441 [..............................] - ETA: 12:35 - loss: 729.2085 - logits_profile_predictions_loss: 722.8249 - logcount_predictions_loss: 0.2347 7/2441 [..............................] - ETA: 12:36 - loss: 729.2671 - logits_profile_predictions_loss: 722.9089 - logcount_predictions_loss: 0.2338 8/2441 [..............................] - ETA: 12:35 - loss: 729.9027 - logits_profile_predictions_loss: 723.5766 - logcount_predictions_loss: 0.2326 9/2441 [..............................] - ETA: 12:35 - loss: 730.4536 - logits_profile_predictions_loss: 724.1284 - logcount_predictions_loss: 0.2325 10/2441 [..............................] - ETA: 12:35 - loss: 730.1310 - logits_profile_predictions_loss: 723.8046 - logcount_predictions_loss: 0.2326 11/2441 [..............................] - ETA: 12:34 - loss: 728.7379 - logits_profile_predictions_loss: 722.3894 - logcount_predictions_loss: 0.2334 12/2441 [..............................] - ETA: 12:34 - loss: 728.4711 - logits_profile_predictions_loss: 722.1126 - logcount_predictions_loss: 0.2338 13/2441 [..............................] - ETA: 12:34 - loss: 728.8151 - logits_profile_predictions_loss: 722.4501 - logcount_predictions_loss: 0.2340 14/2441 [..............................] - ETA: 12:34 - loss: 729.2236 - logits_profile_predictions_loss: 722.8599 - logcount_predictions_loss: 0.2340 15/2441 [..............................] - ETA: 12:33 - loss: 729.5276 - logits_profile_predictions_loss: 723.1599 - logcount_predictions_loss: 0.2341 16/2441 [..............................] - ETA: 12:33 - loss: 729.5253 - logits_profile_predictions_loss: 723.1558 - logcount_predictions_loss: 0.2342 17/2441 [..............................] - ETA: 12:33 - loss: 729.5852 - logits_profile_predictions_loss: 723.2157 - logcount_predictions_loss: 0.2342 18/2441 [..............................] - ETA: 12:32 - loss: 729.9484 - logits_profile_predictions_loss: 723.5791 - logcount_predictions_loss: 0.2342 19/2441 [..............................] - ETA: 12:32 - loss: 729.9348 - logits_profile_predictions_loss: 723.5623 - logcount_predictions_loss: 0.2343 20/2441 [..............................] - ETA: 12:32 - loss: 729.7800 - logits_profile_predictions_loss: 723.4003 - logcount_predictions_loss: 0.2345 21/2441 [..............................] - ETA: 12:32 - loss: 729.6741 - logits_profile_predictions_loss: 723.2889 - logcount_predictions_loss: 0.2348 22/2441 [..............................] - ETA: 12:31 - loss: 729.2743 - logits_profile_predictions_loss: 722.8819 - logcount_predictions_loss: 0.2350 23/2441 [..............................] - ETA: 12:31 - loss: 729.0617 - logits_profile_predictions_loss: 722.6651 - logcount_predictions_loss: 0.2352 24/2441 [..............................] - ETA: 12:31 - loss: 728.7967 - logits_profile_predictions_loss: 722.3985 - logcount_predictions_loss: 0.2352 25/2441 [..............................] - ETA: 12:30 - loss: 728.6015 - logits_profile_predictions_loss: 722.2051 - logcount_predictions_loss: 0.2352 26/2441 [..............................] - ETA: 12:30 - loss: 728.4666 - logits_profile_predictions_loss: 722.0731 - logcount_predictions_loss: 0.2351 27/2441 [..............................] - ETA: 12:30 - loss: 728.3459 - logits_profile_predictions_loss: 721.9583 - logcount_predictions_loss: 0.2348 28/2441 [..............................] - ETA: 12:30 - loss: 728.1436 - logits_profile_predictions_loss: 721.7590 - logcount_predictions_loss: 0.2347 29/2441 [..............................] - ETA: 12:29 - loss: 727.9247 - logits_profile_predictions_loss: 721.5418 - logcount_predictions_loss: 0.2347 30/2441 [..............................] - ETA: 12:29 - loss: 727.7326 - logits_profile_predictions_loss: 721.3529 - logcount_predictions_loss: 0.2345 31/2441 [..............................] - ETA: 12:29 - loss: 727.6489 - logits_profile_predictions_loss: 721.2722 - logcount_predictions_loss: 0.2344 32/2441 [..............................] - ETA: 12:28 - loss: 727.5643 - logits_profile_predictions_loss: 721.1875 - logcount_predictions_loss: 0.2344 33/2441 [..............................] - ETA: 12:28 - loss: 727.5331 - logits_profile_predictions_loss: 721.1576 - logcount_predictions_loss: 0.2344 34/2441 [..............................] - ETA: 12:28 - loss: 727.5749 - logits_profile_predictions_loss: 721.2003 - logcount_predictions_loss: 0.2344 35/2441 [..............................] - ETA: 12:28 - loss: 727.6328 - logits_profile_predictions_loss: 721.2592 - logcount_predictions_loss: 0.2343 36/2441 [..............................] - ETA: 12:27 - loss: 727.6248 - logits_profile_predictions_loss: 721.2521 - logcount_predictions_loss: 0.2343 37/2441 [..............................] - ETA: 12:27 - loss: 727.6707 - logits_profile_predictions_loss: 721.2981 - logcount_predictions_loss: 0.2343 38/2441 [..............................] - ETA: 12:27 - loss: 727.7113 - logits_profile_predictions_loss: 721.3382 - logcount_predictions_loss: 0.2343 39/2441 [..............................] - ETA: 12:26 - loss: 727.7987 - logits_profile_predictions_loss: 721.4266 - logcount_predictions_loss: 0.2343 40/2441 [..............................] - ETA: 12:26 - loss: 727.8906 - logits_profile_predictions_loss: 721.5199 - logcount_predictions_loss: 0.2342 41/2441 [..............................] - ETA: 12:26 - loss: 728.0427 - logits_profile_predictions_loss: 721.6739 - logcount_predictions_loss: 0.2341 42/2441 [..............................] - ETA: 12:25 - loss: 728.1136 - logits_profile_predictions_loss: 721.7472 - logcount_predictions_loss: 0.2341 43/2441 [..............................] - ETA: 12:25 - loss: 728.1305 - logits_profile_predictions_loss: 721.7676 - logcount_predictions_loss: 0.2339 44/2441 [..............................] - ETA: 12:25 - loss: 728.1733 - 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[..............................] - ETA: 12:23 - loss: 728.3314 - logits_profile_predictions_loss: 722.0028 - logcount_predictions_loss: 0.2327 52/2441 [..............................] - ETA: 12:23 - loss: 728.3606 - logits_profile_predictions_loss: 722.0359 - logcount_predictions_loss: 0.2325 53/2441 [..............................] - ETA: 12:22 - loss: 728.4167 - logits_profile_predictions_loss: 722.0960 - logcount_predictions_loss: 0.2324 54/2441 [..............................] - ETA: 12:22 - loss: 728.4622 - logits_profile_predictions_loss: 722.1450 - logcount_predictions_loss: 0.2322 55/2441 [..............................] - ETA: 12:22 - loss: 728.5066 - logits_profile_predictions_loss: 722.1922 - logcount_predictions_loss: 0.2321 56/2441 [..............................] - ETA: 12:21 - loss: 728.5496 - logits_profile_predictions_loss: 722.2384 - logcount_predictions_loss: 0.2320 57/2441 [..............................] - ETA: 12:21 - loss: 728.5694 - logits_profile_predictions_loss: 722.2619 - logcount_predictions_loss: 0.2319 58/2441 [..............................] - ETA: 12:21 - loss: 728.6347 - logits_profile_predictions_loss: 722.3304 - logcount_predictions_loss: 0.2318 59/2441 [..............................] - ETA: 12:20 - loss: 728.6924 - logits_profile_predictions_loss: 722.3918 - logcount_predictions_loss: 0.2316 60/2441 [..............................] - ETA: 12:20 - loss: 728.7765 - logits_profile_predictions_loss: 722.4801 - logcount_predictions_loss: 0.2315 61/2441 [..............................] - ETA: 12:20 - loss: 728.8342 - logits_profile_predictions_loss: 722.5418 - logcount_predictions_loss: 0.2313 62/2441 [..............................] - ETA: 12:20 - loss: 728.8826 - logits_profile_predictions_loss: 722.5943 - logcount_predictions_loss: 0.2312 63/2441 [..............................] - ETA: 12:19 - loss: 728.9248 - logits_profile_predictions_loss: 722.6404 - logcount_predictions_loss: 0.2310 64/2441 [..............................] - ETA: 12:19 - loss: 728.9890 - logits_profile_predictions_loss: 722.7079 - logcount_predictions_loss: 0.2309 65/2441 [..............................] - ETA: 12:19 - loss: 729.0423 - logits_profile_predictions_loss: 722.7647 - logcount_predictions_loss: 0.2308 66/2441 [..............................] - ETA: 12:18 - loss: 729.1186 - logits_profile_predictions_loss: 722.8444 - logcount_predictions_loss: 0.2307 67/2441 [..............................] - ETA: 12:18 - loss: 729.1920 - logits_profile_predictions_loss: 722.9208 - logcount_predictions_loss: 0.2306 68/2441 [..............................] - ETA: 12:18 - loss: 729.2867 - logits_profile_predictions_loss: 723.0184 - logcount_predictions_loss: 0.2304 69/2441 [..............................] - ETA: 12:18 - loss: 729.3735 - logits_profile_predictions_loss: 723.1080 - logcount_predictions_loss: 0.2303 70/2441 [..............................] - ETA: 12:17 - loss: 729.4561 - 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[..............................] - ETA: 12:15 - loss: 730.1981 - logits_profile_predictions_loss: 723.9531 - logcount_predictions_loss: 0.2296 78/2441 [..............................] - ETA: 12:15 - loss: 730.3243 - logits_profile_predictions_loss: 724.0820 - logcount_predictions_loss: 0.2295 79/2441 [..............................] - ETA: 12:15 - loss: 730.4474 - logits_profile_predictions_loss: 724.2077 - logcount_predictions_loss: 0.2294 80/2441 [..............................] - ETA: 12:14 - loss: 730.5679 - logits_profile_predictions_loss: 724.3310 - logcount_predictions_loss: 0.2293 81/2441 [..............................] - ETA: 12:14 - loss: 730.6845 - logits_profile_predictions_loss: 724.4501 - logcount_predictions_loss: 0.2292 82/2441 [>.............................] - ETA: 12:14 - loss: 730.7948 - logits_profile_predictions_loss: 724.5629 - logcount_predictions_loss: 0.2291 83/2441 [>.............................] - ETA: 12:13 - loss: 730.8974 - logits_profile_predictions_loss: 724.6680 - logcount_predictions_loss: 0.2290 84/2441 [>.............................] - ETA: 12:13 - loss: 730.9969 - logits_profile_predictions_loss: 724.7703 - logcount_predictions_loss: 0.2289 85/2441 [>.............................] - ETA: 12:13 - loss: 731.0981 - logits_profile_predictions_loss: 724.8742 - logcount_predictions_loss: 0.2288 86/2441 [>.............................] - ETA: 12:12 - loss: 731.1941 - logits_profile_predictions_loss: 724.9730 - logcount_predictions_loss: 0.2287 87/2441 [>.............................] - ETA: 12:12 - loss: 731.2897 - logits_profile_predictions_loss: 725.0715 - logcount_predictions_loss: 0.2286 88/2441 [>.............................] - ETA: 12:12 - loss: 731.3887 - logits_profile_predictions_loss: 725.1734 - logcount_predictions_loss: 0.2285 89/2441 [>.............................] - ETA: 12:12 - loss: 731.5019 - logits_profile_predictions_loss: 725.2892 - logcount_predictions_loss: 0.2284 90/2441 [>.............................] - ETA: 12:11 - loss: 731.6079 - logits_profile_predictions_loss: 725.3974 - logcount_predictions_loss: 0.2283 91/2441 [>.............................] - ETA: 12:11 - loss: 731.7185 - logits_profile_predictions_loss: 725.5104 - logcount_predictions_loss: 0.2282 92/2441 [>.............................] - ETA: 12:11 - loss: 731.8473 - logits_profile_predictions_loss: 725.6417 - logcount_predictions_loss: 0.2281 93/2441 [>.............................] - ETA: 12:10 - loss: 731.9701 - logits_profile_predictions_loss: 725.7669 - logcount_predictions_loss: 0.2281 94/2441 [>.............................] - ETA: 12:10 - loss: 732.0801 - logits_profile_predictions_loss: 725.8791 - logcount_predictions_loss: 0.2280 95/2441 [>.............................] - ETA: 12:10 - loss: 732.1810 - logits_profile_predictions_loss: 725.9825 - logcount_predictions_loss: 0.2279 96/2441 [>.............................] - ETA: 12:10 - loss: 732.2757 - 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[>.............................] - ETA: 12:04 - loss: 733.7443 - logits_profile_predictions_loss: 727.5944 - logcount_predictions_loss: 0.2261 117/2441 [>.............................] - ETA: 12:03 - loss: 733.8055 - logits_profile_predictions_loss: 727.6575 - logcount_predictions_loss: 0.2260 118/2441 [>.............................] - ETA: 12:03 - loss: 733.8745 - logits_profile_predictions_loss: 727.7285 - logcount_predictions_loss: 0.2259 119/2441 [>.............................] - ETA: 12:03 - loss: 733.9492 - logits_profile_predictions_loss: 727.8052 - logcount_predictions_loss: 0.2259 120/2441 [>.............................] - ETA: 12:03 - loss: 734.0250 - logits_profile_predictions_loss: 727.8829 - logcount_predictions_loss: 0.2258 121/2441 [>.............................] - ETA: 12:02 - loss: 734.1028 - logits_profile_predictions_loss: 727.9625 - logcount_predictions_loss: 0.2257 122/2441 [>.............................] - ETA: 12:02 - loss: 734.1770 - 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[====>.........................] - ETA: 10:29 - loss: 745.4199 - logits_profile_predictions_loss: 739.3579 - logcount_predictions_loss: 0.2229 429/2441 [====>.........................] - ETA: 10:29 - loss: 745.4292 - logits_profile_predictions_loss: 739.3671 - logcount_predictions_loss: 0.2229 430/2441 [====>.........................] - ETA: 10:28 - loss: 745.4390 - logits_profile_predictions_loss: 739.3768 - logcount_predictions_loss: 0.2229 431/2441 [====>.........................] - ETA: 10:27 - loss: 745.4484 - logits_profile_predictions_loss: 739.3862 - logcount_predictions_loss: 0.2229 432/2441 [====>.........................] - ETA: 10:27 - loss: 745.4580 - logits_profile_predictions_loss: 739.3958 - logcount_predictions_loss: 0.2229 433/2441 [====>.........................] - ETA: 10:26 - loss: 745.4679 - logits_profile_predictions_loss: 739.4057 - logcount_predictions_loss: 0.2229 434/2441 [====>.........................] - ETA: 10:26 - loss: 745.4780 - 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[====>.........................] - ETA: 10:24 - loss: 745.5416 - logits_profile_predictions_loss: 739.4791 - logcount_predictions_loss: 0.2229 442/2441 [====>.........................] - ETA: 10:24 - loss: 745.5494 - logits_profile_predictions_loss: 739.4870 - logcount_predictions_loss: 0.2229 443/2441 [====>.........................] - ETA: 10:23 - loss: 745.5577 - logits_profile_predictions_loss: 739.4952 - logcount_predictions_loss: 0.2229 444/2441 [====>.........................] - ETA: 10:23 - loss: 745.5658 - logits_profile_predictions_loss: 739.5033 - logcount_predictions_loss: 0.2229 445/2441 [====>.........................] - ETA: 10:23 - loss: 745.5737 - logits_profile_predictions_loss: 739.5112 - logcount_predictions_loss: 0.2229 446/2441 [====>.........................] - ETA: 10:22 - loss: 745.5814 - logits_profile_predictions_loss: 739.5188 - logcount_predictions_loss: 0.2229 447/2441 [====>.........................] - ETA: 10:22 - loss: 745.5890 - 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[====>.........................] - ETA: 10:20 - loss: 745.6428 - logits_profile_predictions_loss: 739.5798 - logcount_predictions_loss: 0.2229 455/2441 [====>.........................] - ETA: 10:20 - loss: 745.6515 - logits_profile_predictions_loss: 739.5884 - logcount_predictions_loss: 0.2229 456/2441 [====>.........................] - ETA: 10:19 - loss: 745.6603 - logits_profile_predictions_loss: 739.5971 - logcount_predictions_loss: 0.2229 457/2441 [====>.........................] - ETA: 10:19 - loss: 745.6688 - logits_profile_predictions_loss: 739.6055 - logcount_predictions_loss: 0.2229 458/2441 [====>.........................] - ETA: 10:19 - loss: 745.6772 - logits_profile_predictions_loss: 739.6138 - logcount_predictions_loss: 0.2229 459/2441 [====>.........................] - ETA: 10:18 - loss: 745.6853 - logits_profile_predictions_loss: 739.6218 - logcount_predictions_loss: 0.2229 460/2441 [====>.........................] - ETA: 10:18 - loss: 745.6932 - logits_profile_predictions_loss: 739.6295 - logcount_predictions_loss: 0.2229 461/2441 [====>.........................] - ETA: 10:18 - loss: 745.7009 - logits_profile_predictions_loss: 739.6371 - logcount_predictions_loss: 0.2229 462/2441 [====>.........................] - ETA: 10:17 - loss: 745.7084 - logits_profile_predictions_loss: 739.6445 - logcount_predictions_loss: 0.2229 463/2441 [====>.........................] - ETA: 10:17 - loss: 745.7161 - logits_profile_predictions_loss: 739.6520 - logcount_predictions_loss: 0.2229 464/2441 [====>.........................] - ETA: 10:17 - loss: 745.7235 - logits_profile_predictions_loss: 739.6593 - logcount_predictions_loss: 0.2230 465/2441 [====>.........................] - ETA: 10:17 - loss: 745.7307 - logits_profile_predictions_loss: 739.6663 - logcount_predictions_loss: 0.2230 466/2441 [====>.........................] - ETA: 10:16 - loss: 745.7377 - logits_profile_predictions_loss: 739.6732 - logcount_predictions_loss: 0.2230 467/2441 [====>.........................] - ETA: 10:16 - loss: 745.7445 - logits_profile_predictions_loss: 739.6798 - logcount_predictions_loss: 0.2230 468/2441 [====>.........................] - ETA: 10:16 - loss: 745.7513 - logits_profile_predictions_loss: 739.6865 - logcount_predictions_loss: 0.2230 469/2441 [====>.........................] - ETA: 10:15 - loss: 745.7578 - logits_profile_predictions_loss: 739.6929 - logcount_predictions_loss: 0.2230 470/2441 [====>.........................] - ETA: 10:15 - loss: 745.7640 - logits_profile_predictions_loss: 739.6989 - logcount_predictions_loss: 0.2230 471/2441 [====>.........................] - ETA: 10:15 - loss: 745.7695 - logits_profile_predictions_loss: 739.7043 - logcount_predictions_loss: 0.2230 472/2441 [====>.........................] - ETA: 10:14 - loss: 745.7750 - logits_profile_predictions_loss: 739.7096 - logcount_predictions_loss: 0.2230 473/2441 [====>.........................] - ETA: 10:14 - loss: 745.7808 - logits_profile_predictions_loss: 739.7153 - logcount_predictions_loss: 0.2230 474/2441 [====>.........................] - ETA: 10:14 - loss: 745.7865 - logits_profile_predictions_loss: 739.7208 - logcount_predictions_loss: 0.2230 475/2441 [====>.........................] - ETA: 10:13 - loss: 745.7919 - logits_profile_predictions_loss: 739.7261 - logcount_predictions_loss: 0.2230 476/2441 [====>.........................] - ETA: 10:13 - loss: 745.7976 - logits_profile_predictions_loss: 739.7317 - logcount_predictions_loss: 0.2230 477/2441 [====>.........................] - ETA: 10:13 - loss: 745.8033 - logits_profile_predictions_loss: 739.7372 - logcount_predictions_loss: 0.2230 478/2441 [====>.........................] - ETA: 10:13 - loss: 745.8089 - logits_profile_predictions_loss: 739.7427 - logcount_predictions_loss: 0.2230 479/2441 [====>.........................] - ETA: 10:12 - loss: 745.8145 - logits_profile_predictions_loss: 739.7481 - logcount_predictions_loss: 0.2230 480/2441 [====>.........................] - ETA: 10:12 - loss: 745.8201 - logits_profile_predictions_loss: 739.7535 - logcount_predictions_loss: 0.2230 481/2441 [====>.........................] - ETA: 10:12 - loss: 745.8257 - logits_profile_predictions_loss: 739.7590 - logcount_predictions_loss: 0.2230 482/2441 [====>.........................] - ETA: 10:11 - loss: 745.8310 - logits_profile_predictions_loss: 739.7642 - logcount_predictions_loss: 0.2230 483/2441 [====>.........................] - ETA: 10:11 - loss: 745.8365 - logits_profile_predictions_loss: 739.7695 - logcount_predictions_loss: 0.2231 484/2441 [====>.........................] - ETA: 10:11 - loss: 745.8419 - logits_profile_predictions_loss: 739.7748 - logcount_predictions_loss: 0.2231 485/2441 [====>.........................] - ETA: 10:10 - loss: 745.8473 - logits_profile_predictions_loss: 739.7800 - logcount_predictions_loss: 0.2231 486/2441 [====>.........................] - ETA: 10:10 - loss: 745.8523 - 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[============================>.] - ETA: 1s - loss: 749.7463 - logits_profile_predictions_loss: 743.6039 - logcount_predictions_loss: 0.2258 2438/2441 [============================>.] - ETA: 0s - loss: 749.7470 - logits_profile_predictions_loss: 743.6047 - logcount_predictions_loss: 0.2258 2439/2441 [============================>.] - ETA: 0s - loss: 749.7478 - logits_profile_predictions_loss: 743.6054 - logcount_predictions_loss: 0.2258 2440/2441 [============================>.] - ETA: 0s - loss: 749.7485 - logits_profile_predictions_loss: 743.6062 - logcount_predictions_loss: 0.2258 2441/2441 [==============================] - ETA: 0s - loss: 749.7493 - logits_profile_predictions_loss: 743.6069 - logcount_predictions_loss: 0.2258 2441/2441 [==============================] - 796s 326ms/step - loss: 749.7500 - logits_profile_predictions_loss: 743.6076 - logcount_predictions_loss: 0.2258 - val_loss: 775.3838 - val_logits_profile_predictions_loss: 766.0822 - val_logcount_predictions_loss: 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[..............................] - ETA: 12:35 - loss: 767.7270 - logits_profile_predictions_loss: 761.1889 - logcount_predictions_loss: 0.2404 8/2441 [..............................] - ETA: 12:35 - loss: 765.4827 - logits_profile_predictions_loss: 758.9929 - logcount_predictions_loss: 0.2386 9/2441 [..............................] - ETA: 12:35 - loss: 764.7782 - logits_profile_predictions_loss: 758.3416 - logcount_predictions_loss: 0.2366 10/2441 [..............................] - ETA: 12:35 - loss: 764.6541 - logits_profile_predictions_loss: 758.2701 - logcount_predictions_loss: 0.2347 11/2441 [..............................] - ETA: 12:35 - loss: 763.9320 - logits_profile_predictions_loss: 757.5844 - logcount_predictions_loss: 0.2334 12/2441 [..............................] - ETA: 12:34 - loss: 764.0181 - logits_profile_predictions_loss: 757.6898 - logcount_predictions_loss: 0.2327 13/2441 [..............................] - ETA: 12:34 - loss: 763.8749 - logits_profile_predictions_loss: 757.5713 - logcount_predictions_loss: 0.2317 14/2441 [..............................] - ETA: 12:34 - loss: 763.9631 - logits_profile_predictions_loss: 757.6750 - logcount_predictions_loss: 0.2312 15/2441 [..............................] - ETA: 12:33 - loss: 763.5408 - logits_profile_predictions_loss: 757.2644 - logcount_predictions_loss: 0.2307 16/2441 [..............................] - ETA: 12:33 - loss: 763.2460 - logits_profile_predictions_loss: 756.9801 - logcount_predictions_loss: 0.2304 17/2441 [..............................] - ETA: 12:33 - loss: 762.9821 - logits_profile_predictions_loss: 756.7304 - logcount_predictions_loss: 0.2298 18/2441 [..............................] - ETA: 12:33 - loss: 762.8057 - logits_profile_predictions_loss: 756.5618 - logcount_predictions_loss: 0.2296 19/2441 [..............................] - ETA: 12:32 - loss: 762.7360 - logits_profile_predictions_loss: 756.5034 - logcount_predictions_loss: 0.2291 20/2441 [..............................] - ETA: 12:32 - loss: 762.5908 - logits_profile_predictions_loss: 756.3695 - logcount_predictions_loss: 0.2287 21/2441 [..............................] - ETA: 12:32 - loss: 762.4460 - logits_profile_predictions_loss: 756.2362 - logcount_predictions_loss: 0.2283 22/2441 [..............................] - ETA: 12:31 - loss: 762.2863 - logits_profile_predictions_loss: 756.0894 - logcount_predictions_loss: 0.2278 23/2441 [..............................] - ETA: 12:31 - loss: 761.8767 - logits_profile_predictions_loss: 755.6870 - logcount_predictions_loss: 0.2276 24/2441 [..............................] - ETA: 12:31 - loss: 761.4467 - logits_profile_predictions_loss: 755.2652 - logcount_predictions_loss: 0.2273 25/2441 [..............................] - ETA: 12:31 - loss: 761.0008 - logits_profile_predictions_loss: 754.8258 - logcount_predictions_loss: 0.2270 26/2441 [..............................] - ETA: 12:30 - loss: 760.6091 - logits_profile_predictions_loss: 754.4415 - logcount_predictions_loss: 0.2268 27/2441 [..............................] - ETA: 12:30 - loss: 760.1577 - logits_profile_predictions_loss: 753.9979 - logcount_predictions_loss: 0.2265 28/2441 [..............................] - ETA: 12:30 - loss: 759.5034 - logits_profile_predictions_loss: 753.3510 - logcount_predictions_loss: 0.2262 29/2441 [..............................] - ETA: 12:29 - loss: 758.8170 - logits_profile_predictions_loss: 752.6721 - logcount_predictions_loss: 0.2259 30/2441 [..............................] - ETA: 12:29 - loss: 758.1370 - logits_profile_predictions_loss: 752.0009 - logcount_predictions_loss: 0.2256 31/2441 [..............................] - ETA: 12:29 - loss: 757.4507 - logits_profile_predictions_loss: 751.3228 - logcount_predictions_loss: 0.2253 32/2441 [..............................] - ETA: 12:28 - loss: 756.8194 - logits_profile_predictions_loss: 750.7004 - logcount_predictions_loss: 0.2250 33/2441 [..............................] - ETA: 12:28 - loss: 756.2254 - logits_profile_predictions_loss: 750.1141 - logcount_predictions_loss: 0.2247 34/2441 [..............................] - ETA: 12:28 - loss: 755.6106 - logits_profile_predictions_loss: 749.5073 - logcount_predictions_loss: 0.2244 35/2441 [..............................] - ETA: 12:27 - loss: 754.9804 - logits_profile_predictions_loss: 748.8856 - logcount_predictions_loss: 0.2241 36/2441 [..............................] - ETA: 12:27 - loss: 754.3386 - logits_profile_predictions_loss: 748.2516 - logcount_predictions_loss: 0.2238 37/2441 [..............................] - ETA: 12:27 - loss: 753.7375 - logits_profile_predictions_loss: 747.6596 - logcount_predictions_loss: 0.2235 38/2441 [..............................] - ETA: 12:27 - loss: 753.1190 - logits_profile_predictions_loss: 747.0490 - logcount_predictions_loss: 0.2232 39/2441 [..............................] - ETA: 12:26 - loss: 752.5289 - logits_profile_predictions_loss: 746.4666 - logcount_predictions_loss: 0.2229 40/2441 [..............................] - ETA: 12:26 - loss: 751.9520 - logits_profile_predictions_loss: 745.8975 - logcount_predictions_loss: 0.2226 41/2441 [..............................] - ETA: 12:26 - loss: 751.4813 - logits_profile_predictions_loss: 745.4342 - logcount_predictions_loss: 0.2223 42/2441 [..............................] - ETA: 12:25 - loss: 751.0774 - logits_profile_predictions_loss: 745.0377 - logcount_predictions_loss: 0.2220 43/2441 [..............................] - ETA: 12:25 - loss: 750.7011 - logits_profile_predictions_loss: 744.6678 - logcount_predictions_loss: 0.2218 44/2441 [..............................] - ETA: 12:25 - loss: 750.3173 - logits_profile_predictions_loss: 744.2907 - logcount_predictions_loss: 0.2216 45/2441 [..............................] - ETA: 12:25 - loss: 749.9487 - logits_profile_predictions_loss: 743.9284 - logcount_predictions_loss: 0.2213 46/2441 [..............................] - ETA: 12:24 - loss: 749.6597 - logits_profile_predictions_loss: 743.6454 - logcount_predictions_loss: 0.2211 47/2441 [..............................] - ETA: 12:24 - loss: 749.3575 - logits_profile_predictions_loss: 743.3490 - logcount_predictions_loss: 0.2209 48/2441 [..............................] - ETA: 12:24 - loss: 749.0397 - logits_profile_predictions_loss: 743.0364 - logcount_predictions_loss: 0.2207 49/2441 [..............................] - ETA: 12:23 - loss: 748.7498 - logits_profile_predictions_loss: 742.7514 - logcount_predictions_loss: 0.2205 50/2441 [..............................] - ETA: 12:23 - loss: 748.4981 - logits_profile_predictions_loss: 742.5035 - logcount_predictions_loss: 0.2204 51/2441 [..............................] - ETA: 12:23 - loss: 748.2025 - logits_profile_predictions_loss: 742.2119 - logcount_predictions_loss: 0.2202 52/2441 [..............................] - ETA: 12:22 - loss: 747.9084 - logits_profile_predictions_loss: 741.9217 - logcount_predictions_loss: 0.2201 53/2441 [..............................] - ETA: 12:22 - loss: 747.6374 - logits_profile_predictions_loss: 741.6547 - logcount_predictions_loss: 0.2200 54/2441 [..............................] - ETA: 12:22 - loss: 747.3840 - logits_profile_predictions_loss: 741.4053 - logcount_predictions_loss: 0.2198 55/2441 [..............................] - ETA: 12:22 - loss: 747.1605 - logits_profile_predictions_loss: 741.1860 - logcount_predictions_loss: 0.2197 56/2441 [..............................] - ETA: 12:21 - loss: 746.9590 - logits_profile_predictions_loss: 740.9886 - logcount_predictions_loss: 0.2195 57/2441 [..............................] - ETA: 12:21 - loss: 746.8004 - logits_profile_predictions_loss: 740.8333 - logcount_predictions_loss: 0.2194 58/2441 [..............................] - ETA: 12:21 - loss: 746.6504 - logits_profile_predictions_loss: 740.6865 - logcount_predictions_loss: 0.2193 59/2441 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[===>..........................] - ETA: 10:42 - loss: 742.1442 - logits_profile_predictions_loss: 736.2702 - logcount_predictions_loss: 0.2160 385/2441 [===>..........................] - ETA: 10:42 - loss: 742.1443 - logits_profile_predictions_loss: 736.2703 - logcount_predictions_loss: 0.2160 386/2441 [===>..........................] - ETA: 10:42 - loss: 742.1444 - logits_profile_predictions_loss: 736.2705 - logcount_predictions_loss: 0.2160 387/2441 [===>..........................] - ETA: 10:41 - loss: 742.1442 - logits_profile_predictions_loss: 736.2704 - logcount_predictions_loss: 0.2160 388/2441 [===>..........................] - ETA: 10:41 - loss: 742.1442 - logits_profile_predictions_loss: 736.2703 - logcount_predictions_loss: 0.2159 389/2441 [===>..........................] - ETA: 10:41 - loss: 742.1450 - logits_profile_predictions_loss: 736.2712 - logcount_predictions_loss: 0.2159 390/2441 [===>..........................] - ETA: 10:41 - loss: 742.1461 - 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[===>..........................] - ETA: 10:38 - loss: 742.1559 - logits_profile_predictions_loss: 736.2825 - logcount_predictions_loss: 0.2159 398/2441 [===>..........................] - ETA: 10:38 - loss: 742.1573 - logits_profile_predictions_loss: 736.2840 - logcount_predictions_loss: 0.2159 399/2441 [===>..........................] - ETA: 10:38 - loss: 742.1579 - logits_profile_predictions_loss: 736.2847 - logcount_predictions_loss: 0.2159 400/2441 [===>..........................] - ETA: 10:37 - loss: 742.1583 - logits_profile_predictions_loss: 736.2851 - logcount_predictions_loss: 0.2159 401/2441 [===>..........................] - ETA: 10:37 - loss: 742.1584 - logits_profile_predictions_loss: 736.2853 - logcount_predictions_loss: 0.2159 402/2441 [===>..........................] - ETA: 10:37 - loss: 742.1581 - logits_profile_predictions_loss: 736.2851 - logcount_predictions_loss: 0.2159 403/2441 [===>..........................] - ETA: 10:37 - loss: 742.1572 - 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[====>.........................] - ETA: 10:34 - loss: 742.1541 - logits_profile_predictions_loss: 736.2817 - logcount_predictions_loss: 0.2159 411/2441 [====>.........................] - ETA: 10:34 - loss: 742.1536 - logits_profile_predictions_loss: 736.2812 - logcount_predictions_loss: 0.2159 412/2441 [====>.........................] - ETA: 10:34 - loss: 742.1528 - logits_profile_predictions_loss: 736.2805 - logcount_predictions_loss: 0.2159 413/2441 [====>.........................] - ETA: 10:33 - loss: 742.1517 - logits_profile_predictions_loss: 736.2795 - logcount_predictions_loss: 0.2159 414/2441 [====>.........................] - ETA: 10:33 - loss: 742.1511 - logits_profile_predictions_loss: 736.2791 - logcount_predictions_loss: 0.2159 415/2441 [====>.........................] - ETA: 10:33 - loss: 742.1511 - logits_profile_predictions_loss: 736.2792 - logcount_predictions_loss: 0.2159 416/2441 [====>.........................] - ETA: 10:33 - loss: 742.1512 - 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[====>.........................] - ETA: 10:30 - loss: 742.1535 - logits_profile_predictions_loss: 736.2821 - logcount_predictions_loss: 0.2159 424/2441 [====>.........................] - ETA: 10:30 - loss: 742.1536 - logits_profile_predictions_loss: 736.2823 - logcount_predictions_loss: 0.2159 425/2441 [====>.........................] - ETA: 10:30 - loss: 742.1537 - logits_profile_predictions_loss: 736.2825 - logcount_predictions_loss: 0.2159 426/2441 [====>.........................] - ETA: 10:29 - loss: 742.1534 - logits_profile_predictions_loss: 736.2822 - logcount_predictions_loss: 0.2159 427/2441 [====>.........................] - ETA: 10:29 - loss: 742.1530 - logits_profile_predictions_loss: 736.2820 - logcount_predictions_loss: 0.2158 428/2441 [====>.........................] - ETA: 10:29 - loss: 742.1522 - logits_profile_predictions_loss: 736.2813 - logcount_predictions_loss: 0.2158 429/2441 [====>.........................] - ETA: 10:29 - loss: 742.1514 - 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[====>.........................] - ETA: 10:26 - loss: 742.1470 - logits_profile_predictions_loss: 736.2765 - logcount_predictions_loss: 0.2158 437/2441 [====>.........................] - ETA: 10:26 - loss: 742.1463 - logits_profile_predictions_loss: 736.2758 - logcount_predictions_loss: 0.2158 438/2441 [====>.........................] - ETA: 10:26 - loss: 742.1454 - logits_profile_predictions_loss: 736.2750 - logcount_predictions_loss: 0.2158 439/2441 [====>.........................] - ETA: 10:25 - loss: 742.1447 - logits_profile_predictions_loss: 736.2743 - logcount_predictions_loss: 0.2158 440/2441 [====>.........................] - ETA: 10:25 - loss: 742.1439 - logits_profile_predictions_loss: 736.2735 - logcount_predictions_loss: 0.2158 441/2441 [====>.........................] - ETA: 10:25 - loss: 742.1431 - logits_profile_predictions_loss: 736.2728 - logcount_predictions_loss: 0.2158 442/2441 [====>.........................] - ETA: 10:24 - loss: 742.1422 - 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logits_profile_predictions_loss: 740.4572 - logcount_predictions_loss: 0.2174 2439/2441 [============================>.] - ETA: 0s - loss: 746.3705 - logits_profile_predictions_loss: 740.4581 - logcount_predictions_loss: 0.2174 2440/2441 [============================>.] - ETA: 0s - loss: 746.3715 - logits_profile_predictions_loss: 740.4590 - logcount_predictions_loss: 0.2174 2441/2441 [==============================] - ETA: 0s - loss: 746.3724 - logits_profile_predictions_loss: 740.4600 - logcount_predictions_loss: 0.2174 2441/2441 [==============================] - 797s 326ms/step - loss: 746.3733 - logits_profile_predictions_loss: 740.4609 - logcount_predictions_loss: 0.2174 - val_loss: 780.3547 - val_logits_profile_predictions_loss: 771.2517 - val_logcount_predictions_loss: 0.3347 Epoch 00017: val_loss did not improve from 771.64038 Epoch 18/50 1/2441 [..............................] - ETA: 12:57 - loss: 892.2894 - logits_profile_predictions_loss: 885.3907 - 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[..............................] - ETA: 12:30 - loss: 759.3292 - logits_profile_predictions_loss: 753.3772 - logcount_predictions_loss: 0.2188 29/2441 [..............................] - ETA: 12:30 - loss: 759.1929 - logits_profile_predictions_loss: 753.2392 - logcount_predictions_loss: 0.2189 30/2441 [..............................] - ETA: 12:29 - loss: 759.0537 - logits_profile_predictions_loss: 753.0994 - logcount_predictions_loss: 0.2189 31/2441 [..............................] - ETA: 12:29 - loss: 758.8772 - logits_profile_predictions_loss: 752.9247 - logcount_predictions_loss: 0.2188 32/2441 [..............................] - ETA: 12:29 - loss: 758.7045 - logits_profile_predictions_loss: 752.7538 - logcount_predictions_loss: 0.2188 33/2441 [..............................] - ETA: 12:29 - loss: 758.6196 - logits_profile_predictions_loss: 752.6718 - logcount_predictions_loss: 0.2187 34/2441 [..............................] - ETA: 12:28 - loss: 758.6274 - 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[============================>.] - ETA: 0s - loss: 747.4923 - logits_profile_predictions_loss: 741.7512 - logcount_predictions_loss: 0.2111 2441/2441 [==============================] - ETA: 0s - loss: 747.4916 - logits_profile_predictions_loss: 741.7504 - logcount_predictions_loss: 0.2111 2441/2441 [==============================] - 797s 326ms/step - loss: 747.4908 - logits_profile_predictions_loss: 741.7496 - logcount_predictions_loss: 0.2111 - val_loss: 776.6698 - val_logits_profile_predictions_loss: 767.5388 - val_logcount_predictions_loss: 0.3357 Epoch 00018: val_loss did not improve from 771.64038 Epoch 19/50 1/2441 [..............................] - ETA: 12:58 - loss: 634.2325 - logits_profile_predictions_loss: 629.9401 - logcount_predictions_loss: 0.1578 2/2441 [..............................] - ETA: 12:35 - loss: 659.9840 - logits_profile_predictions_loss: 655.3655 - logcount_predictions_loss: 0.1698 3/2441 [..............................] - ETA: 12:35 - loss: 686.5457 - 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[..............................] - ETA: 12:35 - loss: 729.7829 - logits_profile_predictions_loss: 724.4241 - logcount_predictions_loss: 0.1970 11/2441 [..............................] - ETA: 12:35 - loss: 733.1093 - logits_profile_predictions_loss: 727.7304 - logcount_predictions_loss: 0.1978 12/2441 [..............................] - ETA: 12:35 - loss: 735.8843 - logits_profile_predictions_loss: 730.4834 - logcount_predictions_loss: 0.1986 13/2441 [..............................] - ETA: 12:34 - loss: 738.5088 - logits_profile_predictions_loss: 733.0941 - logcount_predictions_loss: 0.1991 14/2441 [..............................] - ETA: 12:34 - loss: 741.0957 - logits_profile_predictions_loss: 735.6841 - logcount_predictions_loss: 0.1990 15/2441 [..............................] - ETA: 12:34 - loss: 743.0941 - logits_profile_predictions_loss: 737.6910 - logcount_predictions_loss: 0.1986 16/2441 [..............................] - ETA: 12:33 - loss: 744.5085 - logits_profile_predictions_loss: 739.1128 - logcount_predictions_loss: 0.1984 17/2441 [..............................] - ETA: 12:33 - loss: 746.0382 - logits_profile_predictions_loss: 740.6569 - logcount_predictions_loss: 0.1978 18/2441 [..............................] - ETA: 12:33 - loss: 747.3441 - logits_profile_predictions_loss: 741.9729 - logcount_predictions_loss: 0.1975 19/2441 [..............................] - ETA: 12:33 - loss: 748.5755 - logits_profile_predictions_loss: 743.2162 - logcount_predictions_loss: 0.1970 20/2441 [..............................] - ETA: 12:32 - loss: 749.3879 - logits_profile_predictions_loss: 744.0377 - logcount_predictions_loss: 0.1967 21/2441 [..............................] - ETA: 12:32 - loss: 749.8480 - logits_profile_predictions_loss: 744.5060 - logcount_predictions_loss: 0.1964 22/2441 [..............................] - ETA: 12:32 - loss: 750.3636 - logits_profile_predictions_loss: 745.0298 - logcount_predictions_loss: 0.1961 23/2441 [..............................] - ETA: 12:31 - loss: 750.6193 - logits_profile_predictions_loss: 745.2964 - logcount_predictions_loss: 0.1957 24/2441 [..............................] - ETA: 12:31 - loss: 750.5818 - logits_profile_predictions_loss: 745.2701 - logcount_predictions_loss: 0.1953 25/2441 [..............................] - ETA: 12:31 - loss: 750.4973 - logits_profile_predictions_loss: 745.1966 - logcount_predictions_loss: 0.1949 26/2441 [..............................] - ETA: 12:30 - loss: 750.3405 - logits_profile_predictions_loss: 745.0488 - logcount_predictions_loss: 0.1945 27/2441 [..............................] - ETA: 12:30 - loss: 750.2083 - logits_profile_predictions_loss: 744.9210 - logcount_predictions_loss: 0.1944 28/2441 [..............................] - ETA: 12:30 - loss: 750.1663 - logits_profile_predictions_loss: 744.8829 - logcount_predictions_loss: 0.1942 29/2441 [..............................] - ETA: 12:30 - loss: 750.2306 - logits_profile_predictions_loss: 744.9506 - logcount_predictions_loss: 0.1941 30/2441 [..............................] - ETA: 12:29 - loss: 750.2671 - logits_profile_predictions_loss: 744.9891 - logcount_predictions_loss: 0.1940 31/2441 [..............................] - ETA: 12:29 - loss: 750.2580 - logits_profile_predictions_loss: 744.9814 - logcount_predictions_loss: 0.1940 32/2441 [..............................] - ETA: 12:29 - loss: 750.2669 - logits_profile_predictions_loss: 744.9912 - logcount_predictions_loss: 0.1940 33/2441 [..............................] - ETA: 12:28 - loss: 750.2736 - logits_profile_predictions_loss: 744.9996 - logcount_predictions_loss: 0.1939 34/2441 [..............................] - ETA: 12:28 - loss: 750.2660 - logits_profile_predictions_loss: 744.9941 - logcount_predictions_loss: 0.1938 35/2441 [..............................] - ETA: 12:28 - loss: 750.2282 - logits_profile_predictions_loss: 744.9590 - logcount_predictions_loss: 0.1937 36/2441 [..............................] - ETA: 12:28 - loss: 750.1790 - logits_profile_predictions_loss: 744.9130 - logcount_predictions_loss: 0.1936 37/2441 [..............................] - ETA: 12:27 - loss: 750.1047 - logits_profile_predictions_loss: 744.8411 - logcount_predictions_loss: 0.1935 38/2441 [..............................] - ETA: 12:27 - loss: 750.0349 - logits_profile_predictions_loss: 744.7725 - logcount_predictions_loss: 0.1935 39/2441 [..............................] - ETA: 12:27 - loss: 749.9872 - logits_profile_predictions_loss: 744.7247 - logcount_predictions_loss: 0.1935 40/2441 [..............................] - ETA: 12:26 - loss: 749.9177 - logits_profile_predictions_loss: 744.6540 - logcount_predictions_loss: 0.1935 41/2441 [..............................] - ETA: 12:26 - loss: 749.8795 - logits_profile_predictions_loss: 744.6156 - logcount_predictions_loss: 0.1935 42/2441 [..............................] - ETA: 12:26 - loss: 749.8580 - logits_profile_predictions_loss: 744.5938 - logcount_predictions_loss: 0.1935 43/2441 [..............................] - ETA: 12:25 - loss: 749.8679 - logits_profile_predictions_loss: 744.6039 - logcount_predictions_loss: 0.1935 44/2441 [..............................] - ETA: 12:25 - loss: 749.8867 - logits_profile_predictions_loss: 744.6237 - logcount_predictions_loss: 0.1935 45/2441 [..............................] - ETA: 12:25 - loss: 749.9033 - logits_profile_predictions_loss: 744.6401 - logcount_predictions_loss: 0.1935 46/2441 [..............................] - ETA: 12:25 - loss: 749.9225 - logits_profile_predictions_loss: 744.6587 - logcount_predictions_loss: 0.1935 47/2441 [..............................] - ETA: 12:24 - loss: 749.8912 - logits_profile_predictions_loss: 744.6272 - logcount_predictions_loss: 0.1935 48/2441 [..............................] - ETA: 12:24 - loss: 749.8759 - logits_profile_predictions_loss: 744.6117 - logcount_predictions_loss: 0.1935 49/2441 [..............................] - ETA: 12:24 - loss: 749.8110 - logits_profile_predictions_loss: 744.5462 - logcount_predictions_loss: 0.1936 50/2441 [..............................] - ETA: 12:23 - loss: 749.7290 - logits_profile_predictions_loss: 744.4624 - logcount_predictions_loss: 0.1936 51/2441 [..............................] - ETA: 12:23 - loss: 749.6225 - logits_profile_predictions_loss: 744.3550 - logcount_predictions_loss: 0.1937 52/2441 [..............................] - ETA: 12:23 - loss: 749.4889 - logits_profile_predictions_loss: 744.2209 - logcount_predictions_loss: 0.1937 53/2441 [..............................] - ETA: 12:22 - loss: 749.3882 - logits_profile_predictions_loss: 744.1200 - logcount_predictions_loss: 0.1937 54/2441 [..............................] - ETA: 12:22 - loss: 749.2742 - logits_profile_predictions_loss: 744.0054 - logcount_predictions_loss: 0.1937 55/2441 [..............................] - ETA: 12:22 - loss: 749.1517 - logits_profile_predictions_loss: 743.8818 - logcount_predictions_loss: 0.1937 56/2441 [..............................] - ETA: 12:22 - loss: 749.0379 - logits_profile_predictions_loss: 743.7668 - logcount_predictions_loss: 0.1938 57/2441 [..............................] - ETA: 12:21 - loss: 748.9144 - logits_profile_predictions_loss: 743.6421 - logcount_predictions_loss: 0.1938 58/2441 [..............................] - ETA: 12:21 - loss: 748.7644 - logits_profile_predictions_loss: 743.4912 - logcount_predictions_loss: 0.1939 59/2441 [..............................] - ETA: 12:21 - loss: 748.5999 - logits_profile_predictions_loss: 743.3260 - logcount_predictions_loss: 0.1939 60/2441 [..............................] - ETA: 12:20 - loss: 748.4467 - logits_profile_predictions_loss: 743.1723 - logcount_predictions_loss: 0.1939 61/2441 [..............................] - ETA: 12:20 - loss: 748.3085 - logits_profile_predictions_loss: 743.0338 - logcount_predictions_loss: 0.1939 62/2441 [..............................] - ETA: 12:20 - loss: 748.1843 - logits_profile_predictions_loss: 742.9099 - logcount_predictions_loss: 0.1939 63/2441 [..............................] - ETA: 12:20 - loss: 748.0443 - logits_profile_predictions_loss: 742.7705 - logcount_predictions_loss: 0.1939 64/2441 [..............................] - ETA: 12:19 - loss: 747.9079 - logits_profile_predictions_loss: 742.6345 - logcount_predictions_loss: 0.1939 65/2441 [..............................] - ETA: 12:19 - loss: 747.7440 - logits_profile_predictions_loss: 742.4713 - logcount_predictions_loss: 0.1938 66/2441 [..............................] - ETA: 12:19 - loss: 747.5730 - logits_profile_predictions_loss: 742.3006 - logcount_predictions_loss: 0.1938 67/2441 [..............................] - ETA: 12:18 - loss: 747.3993 - logits_profile_predictions_loss: 742.1273 - logcount_predictions_loss: 0.1938 68/2441 [..............................] - ETA: 12:18 - loss: 747.2450 - logits_profile_predictions_loss: 741.9734 - logcount_predictions_loss: 0.1938 69/2441 [..............................] - ETA: 12:18 - loss: 747.0922 - logits_profile_predictions_loss: 741.8212 - logcount_predictions_loss: 0.1938 70/2441 [..............................] - ETA: 12:17 - loss: 746.9526 - logits_profile_predictions_loss: 741.6822 - logcount_predictions_loss: 0.1938 71/2441 [..............................] - ETA: 12:17 - loss: 746.8246 - logits_profile_predictions_loss: 741.5551 - logcount_predictions_loss: 0.1937 72/2441 [..............................] - ETA: 12:17 - loss: 746.6925 - logits_profile_predictions_loss: 741.4236 - logcount_predictions_loss: 0.1937 73/2441 [..............................] - ETA: 12:17 - loss: 746.5583 - logits_profile_predictions_loss: 741.2901 - logcount_predictions_loss: 0.1937 74/2441 [..............................] - ETA: 12:16 - loss: 746.4408 - logits_profile_predictions_loss: 741.1732 - logcount_predictions_loss: 0.1937 75/2441 [..............................] - ETA: 12:16 - loss: 746.3280 - logits_profile_predictions_loss: 741.0607 - logcount_predictions_loss: 0.1936 76/2441 [..............................] - ETA: 12:16 - loss: 746.2167 - logits_profile_predictions_loss: 740.9495 - logcount_predictions_loss: 0.1936 77/2441 [..............................] - ETA: 12:15 - loss: 746.1251 - logits_profile_predictions_loss: 740.8578 - logcount_predictions_loss: 0.1936 78/2441 [..............................] - ETA: 12:15 - loss: 746.0336 - logits_profile_predictions_loss: 740.7664 - logcount_predictions_loss: 0.1936 79/2441 [..............................] - ETA: 12:15 - loss: 745.9452 - logits_profile_predictions_loss: 740.6781 - logcount_predictions_loss: 0.1936 80/2441 [..............................] - ETA: 12:15 - loss: 745.8644 - logits_profile_predictions_loss: 740.5975 - logcount_predictions_loss: 0.1936 81/2441 [..............................] - ETA: 12:14 - loss: 745.7807 - logits_profile_predictions_loss: 740.5138 - logcount_predictions_loss: 0.1936 82/2441 [>.............................] - ETA: 12:14 - loss: 745.6961 - logits_profile_predictions_loss: 740.4295 - logcount_predictions_loss: 0.1936 83/2441 [>.............................] - ETA: 12:14 - loss: 745.6193 - logits_profile_predictions_loss: 740.3529 - logcount_predictions_loss: 0.1936 84/2441 [>.............................] - ETA: 12:13 - loss: 745.5536 - logits_profile_predictions_loss: 740.2874 - logcount_predictions_loss: 0.1936 85/2441 [>.............................] - ETA: 12:13 - loss: 745.4940 - logits_profile_predictions_loss: 740.2284 - logcount_predictions_loss: 0.1936 86/2441 [>.............................] - ETA: 12:13 - loss: 745.4331 - logits_profile_predictions_loss: 740.1682 - logcount_predictions_loss: 0.1936 87/2441 [>.............................] - ETA: 12:13 - loss: 745.3693 - logits_profile_predictions_loss: 740.1053 - logcount_predictions_loss: 0.1935 88/2441 [>.............................] - ETA: 12:12 - loss: 745.3147 - logits_profile_predictions_loss: 740.0515 - logcount_predictions_loss: 0.1935 89/2441 [>.............................] - ETA: 12:12 - loss: 745.2802 - logits_profile_predictions_loss: 740.0180 - logcount_predictions_loss: 0.1935 90/2441 [>.............................] - ETA: 12:12 - loss: 745.2513 - logits_profile_predictions_loss: 739.9902 - logcount_predictions_loss: 0.1934 91/2441 [>.............................] - ETA: 12:11 - loss: 745.2143 - logits_profile_predictions_loss: 739.9543 - logcount_predictions_loss: 0.1934 92/2441 [>.............................] - ETA: 12:11 - loss: 745.1766 - logits_profile_predictions_loss: 739.9178 - logcount_predictions_loss: 0.1933 93/2441 [>.............................] - ETA: 12:11 - loss: 745.1450 - logits_profile_predictions_loss: 739.8872 - logcount_predictions_loss: 0.1933 94/2441 [>.............................] - ETA: 12:10 - loss: 745.1056 - logits_profile_predictions_loss: 739.8490 - logcount_predictions_loss: 0.1933 95/2441 [>.............................] - ETA: 12:10 - loss: 745.0644 - logits_profile_predictions_loss: 739.8087 - logcount_predictions_loss: 0.1932 96/2441 [>.............................] - ETA: 12:10 - loss: 745.0110 - logits_profile_predictions_loss: 739.7564 - logcount_predictions_loss: 0.1932 97/2441 [>.............................] - ETA: 12:10 - loss: 744.9598 - logits_profile_predictions_loss: 739.7063 - logcount_predictions_loss: 0.1931 98/2441 [>.............................] - ETA: 12:09 - loss: 744.9035 - logits_profile_predictions_loss: 739.6512 - logcount_predictions_loss: 0.1931 99/2441 [>.............................] - ETA: 12:09 - loss: 744.8381 - logits_profile_predictions_loss: 739.5869 - logcount_predictions_loss: 0.1931 100/2441 [>.............................] - ETA: 12:09 - loss: 744.7668 - logits_profile_predictions_loss: 739.5166 - logcount_predictions_loss: 0.1930 101/2441 [>.............................] - ETA: 12:08 - loss: 744.6957 - logits_profile_predictions_loss: 739.4466 - logcount_predictions_loss: 0.1930 102/2441 [>.............................] - ETA: 12:08 - loss: 744.6328 - logits_profile_predictions_loss: 739.3846 - logcount_predictions_loss: 0.1929 103/2441 [>.............................] - ETA: 12:08 - loss: 744.5734 - logits_profile_predictions_loss: 739.3262 - logcount_predictions_loss: 0.1929 104/2441 [>.............................] - ETA: 12:08 - loss: 744.5247 - logits_profile_predictions_loss: 739.2784 - logcount_predictions_loss: 0.1929 105/2441 [>.............................] - ETA: 12:07 - loss: 744.4714 - logits_profile_predictions_loss: 739.2262 - logcount_predictions_loss: 0.1928 106/2441 [>.............................] - ETA: 12:07 - loss: 744.4209 - logits_profile_predictions_loss: 739.1765 - logcount_predictions_loss: 0.1928 107/2441 [>.............................] - ETA: 12:07 - loss: 744.3725 - logits_profile_predictions_loss: 739.1288 - logcount_predictions_loss: 0.1928 108/2441 [>.............................] - ETA: 12:06 - loss: 744.3268 - logits_profile_predictions_loss: 739.0839 - logcount_predictions_loss: 0.1928 109/2441 [>.............................] - ETA: 12:06 - loss: 744.2787 - logits_profile_predictions_loss: 739.0367 - logcount_predictions_loss: 0.1927 110/2441 [>.............................] - ETA: 12:06 - loss: 744.2398 - logits_profile_predictions_loss: 738.9988 - logcount_predictions_loss: 0.1927 111/2441 [>.............................] - ETA: 12:05 - loss: 744.2027 - logits_profile_predictions_loss: 738.9625 - logcount_predictions_loss: 0.1927 112/2441 [>.............................] - ETA: 12:05 - loss: 744.1608 - logits_profile_predictions_loss: 738.9213 - logcount_predictions_loss: 0.1926 113/2441 [>.............................] - ETA: 12:05 - loss: 744.1145 - logits_profile_predictions_loss: 738.8756 - logcount_predictions_loss: 0.1926 114/2441 [>.............................] - ETA: 12:05 - loss: 744.0635 - logits_profile_predictions_loss: 738.8252 - logcount_predictions_loss: 0.1926 115/2441 [>.............................] - ETA: 12:04 - loss: 744.0183 - logits_profile_predictions_loss: 738.7805 - logcount_predictions_loss: 0.1926 116/2441 [>.............................] - ETA: 12:04 - loss: 743.9721 - logits_profile_predictions_loss: 738.7348 - logcount_predictions_loss: 0.1925 117/2441 [>.............................] - ETA: 12:04 - loss: 743.9236 - logits_profile_predictions_loss: 738.6868 - logcount_predictions_loss: 0.1925 118/2441 [>.............................] - ETA: 12:03 - loss: 743.8778 - logits_profile_predictions_loss: 738.6416 - logcount_predictions_loss: 0.1925 119/2441 [>.............................] - ETA: 12:03 - loss: 743.8308 - logits_profile_predictions_loss: 738.5951 - logcount_predictions_loss: 0.1925 120/2441 [>.............................] - ETA: 12:03 - loss: 743.7819 - logits_profile_predictions_loss: 738.5469 - logcount_predictions_loss: 0.1925 121/2441 [>.............................] - ETA: 12:03 - loss: 743.7462 - logits_profile_predictions_loss: 738.5118 - logcount_predictions_loss: 0.1924 122/2441 [>.............................] - ETA: 12:02 - loss: 743.7083 - logits_profile_predictions_loss: 738.4745 - logcount_predictions_loss: 0.1924 123/2441 [>.............................] - ETA: 12:02 - loss: 743.6722 - logits_profile_predictions_loss: 738.4391 - logcount_predictions_loss: 0.1924 124/2441 [>.............................] - ETA: 12:02 - loss: 743.6431 - logits_profile_predictions_loss: 738.4107 - logcount_predictions_loss: 0.1924 125/2441 [>.............................] - ETA: 12:01 - loss: 743.6065 - logits_profile_predictions_loss: 738.3749 - logcount_predictions_loss: 0.1923 126/2441 [>.............................] - ETA: 12:01 - loss: 743.5758 - logits_profile_predictions_loss: 738.3450 - logcount_predictions_loss: 0.1923 127/2441 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loss: 739.7426 - logits_profile_predictions_loss: 734.4759 - logcount_predictions_loss: 0.1936 2429/2441 [============================>.] - ETA: 3s - loss: 739.7425 - logits_profile_predictions_loss: 734.4759 - logcount_predictions_loss: 0.1936 2430/2441 [============================>.] - ETA: 3s - loss: 739.7425 - logits_profile_predictions_loss: 734.4758 - logcount_predictions_loss: 0.1936 2431/2441 [============================>.] - ETA: 3s - loss: 739.7425 - logits_profile_predictions_loss: 734.4758 - logcount_predictions_loss: 0.1936 2432/2441 [============================>.] - ETA: 2s - loss: 739.7424 - logits_profile_predictions_loss: 734.4757 - logcount_predictions_loss: 0.1936 2433/2441 [============================>.] - ETA: 2s - loss: 739.7424 - logits_profile_predictions_loss: 734.4756 - logcount_predictions_loss: 0.1936 2434/2441 [============================>.] - ETA: 2s - loss: 739.7423 - logits_profile_predictions_loss: 734.4755 - logcount_predictions_loss: 0.1936 2435/2441 [============================>.] - ETA: 1s - loss: 739.7422 - logits_profile_predictions_loss: 734.4754 - logcount_predictions_loss: 0.1936 2436/2441 [============================>.] - ETA: 1s - loss: 739.7421 - logits_profile_predictions_loss: 734.4753 - logcount_predictions_loss: 0.1936 2437/2441 [============================>.] - ETA: 1s - loss: 739.7420 - logits_profile_predictions_loss: 734.4752 - logcount_predictions_loss: 0.1936 2438/2441 [============================>.] - ETA: 0s - loss: 739.7420 - logits_profile_predictions_loss: 734.4751 - logcount_predictions_loss: 0.1936 2439/2441 [============================>.] - ETA: 0s - loss: 739.7419 - logits_profile_predictions_loss: 734.4750 - logcount_predictions_loss: 0.1936 2440/2441 [============================>.] - ETA: 0s - loss: 739.7418 - logits_profile_predictions_loss: 734.4750 - logcount_predictions_loss: 0.1936 2441/2441 [==============================] - ETA: 0s - loss: 739.7417 - logits_profile_predictions_loss: 734.4749 - logcount_predictions_loss: 0.1936 2441/2441 [==============================] - 796s 326ms/step - loss: 739.7417 - logits_profile_predictions_loss: 734.4748 - logcount_predictions_loss: 0.1936 - val_loss: 781.8771 - val_logits_profile_predictions_loss: 772.6915 - val_logcount_predictions_loss: 0.3377 Epoch 00019: val_loss did not improve from 771.64038 Epoch 20/50 1/2441 [..............................] - ETA: 12:54 - loss: 765.9089 - logits_profile_predictions_loss: 760.2963 - logcount_predictions_loss: 0.2063 2/2441 [..............................] - ETA: 12:34 - loss: 762.4879 - logits_profile_predictions_loss: 757.4699 - logcount_predictions_loss: 0.1845 3/2441 [..............................] - ETA: 12:33 - loss: 750.5039 - logits_profile_predictions_loss: 745.8551 - logcount_predictions_loss: 0.1709 4/2441 [..............................] - ETA: 12:36 - loss: 744.9136 - logits_profile_predictions_loss: 740.2715 - logcount_predictions_loss: 0.1707 5/2441 [..............................] - ETA: 12:35 - loss: 743.8415 - logits_profile_predictions_loss: 739.2205 - logcount_predictions_loss: 0.1699 6/2441 [..............................] - ETA: 12:34 - loss: 743.1601 - logits_profile_predictions_loss: 738.4831 - logcount_predictions_loss: 0.1720 7/2441 [..............................] - ETA: 12:35 - loss: 741.4892 - logits_profile_predictions_loss: 736.7629 - logcount_predictions_loss: 0.1738 8/2441 [..............................] - ETA: 12:34 - loss: 739.9677 - logits_profile_predictions_loss: 735.1986 - logcount_predictions_loss: 0.1753 9/2441 [..............................] - ETA: 12:34 - loss: 738.2913 - logits_profile_predictions_loss: 733.4924 - logcount_predictions_loss: 0.1764 10/2441 [..............................] - ETA: 12:34 - loss: 737.4094 - logits_profile_predictions_loss: 732.5867 - logcount_predictions_loss: 0.1773 11/2441 [..............................] - ETA: 12:34 - loss: 736.8696 - logits_profile_predictions_loss: 732.0142 - logcount_predictions_loss: 0.1785 12/2441 [..............................] - ETA: 12:34 - loss: 737.2624 - logits_profile_predictions_loss: 732.3904 - logcount_predictions_loss: 0.1791 13/2441 [..............................] - ETA: 12:33 - loss: 737.5753 - logits_profile_predictions_loss: 732.6930 - logcount_predictions_loss: 0.1795 14/2441 [..............................] - ETA: 12:33 - loss: 737.7602 - logits_profile_predictions_loss: 732.8680 - logcount_predictions_loss: 0.1799 15/2441 [..............................] - ETA: 12:33 - loss: 738.1088 - logits_profile_predictions_loss: 733.2072 - logcount_predictions_loss: 0.1802 16/2441 [..............................] - ETA: 12:33 - loss: 738.5420 - logits_profile_predictions_loss: 733.6383 - logcount_predictions_loss: 0.1803 17/2441 [..............................] - ETA: 12:32 - loss: 738.7704 - logits_profile_predictions_loss: 733.8700 - logcount_predictions_loss: 0.1802 18/2441 [..............................] - ETA: 12:32 - loss: 738.8531 - logits_profile_predictions_loss: 733.9508 - logcount_predictions_loss: 0.1802 19/2441 [..............................] - ETA: 12:32 - loss: 738.7900 - logits_profile_predictions_loss: 733.8821 - logcount_predictions_loss: 0.1804 20/2441 [..............................] - ETA: 12:32 - loss: 738.6985 - logits_profile_predictions_loss: 733.7871 - logcount_predictions_loss: 0.1806 21/2441 [..............................] - ETA: 12:31 - loss: 738.5419 - logits_profile_predictions_loss: 733.6285 - logcount_predictions_loss: 0.1806 22/2441 [..............................] - ETA: 12:31 - loss: 738.4401 - logits_profile_predictions_loss: 733.5238 - logcount_predictions_loss: 0.1807 23/2441 [..............................] - ETA: 12:31 - loss: 738.3738 - logits_profile_predictions_loss: 733.4546 - logcount_predictions_loss: 0.1809 24/2441 [..............................] - ETA: 12:30 - loss: 738.5280 - logits_profile_predictions_loss: 733.6076 - logcount_predictions_loss: 0.1809 25/2441 [..............................] - ETA: 12:30 - loss: 738.6608 - logits_profile_predictions_loss: 733.7403 - logcount_predictions_loss: 0.1809 26/2441 [..............................] - ETA: 12:30 - loss: 738.8479 - logits_profile_predictions_loss: 733.9244 - logcount_predictions_loss: 0.1810 27/2441 [..............................] - ETA: 12:29 - loss: 738.9096 - logits_profile_predictions_loss: 733.9845 - logcount_predictions_loss: 0.1811 28/2441 [..............................] - ETA: 12:29 - loss: 739.0089 - logits_profile_predictions_loss: 734.0837 - logcount_predictions_loss: 0.1811 29/2441 [..............................] - ETA: 12:29 - loss: 739.2506 - logits_profile_predictions_loss: 734.3237 - logcount_predictions_loss: 0.1811 30/2441 [..............................] - ETA: 12:29 - loss: 739.5357 - logits_profile_predictions_loss: 734.6073 - logcount_predictions_loss: 0.1812 31/2441 [..............................] - ETA: 12:28 - loss: 739.8133 - logits_profile_predictions_loss: 734.8840 - logcount_predictions_loss: 0.1812 32/2441 [..............................] - ETA: 12:28 - loss: 740.1213 - logits_profile_predictions_loss: 735.1910 - logcount_predictions_loss: 0.1813 33/2441 [..............................] - ETA: 12:28 - loss: 740.4431 - logits_profile_predictions_loss: 735.5114 - logcount_predictions_loss: 0.1813 34/2441 [..............................] - ETA: 12:27 - loss: 740.6765 - logits_profile_predictions_loss: 735.7438 - logcount_predictions_loss: 0.1813 35/2441 [..............................] - ETA: 12:27 - loss: 740.8137 - logits_profile_predictions_loss: 735.8812 - logcount_predictions_loss: 0.1813 36/2441 [..............................] - ETA: 12:27 - loss: 740.9650 - logits_profile_predictions_loss: 736.0329 - logcount_predictions_loss: 0.1813 37/2441 [..............................] - ETA: 12:27 - loss: 741.0562 - logits_profile_predictions_loss: 736.1245 - logcount_predictions_loss: 0.1813 38/2441 [..............................] - ETA: 12:26 - loss: 741.1345 - logits_profile_predictions_loss: 736.2036 - logcount_predictions_loss: 0.1813 39/2441 [..............................] - ETA: 12:26 - loss: 741.1671 - logits_profile_predictions_loss: 736.2364 - logcount_predictions_loss: 0.1813 40/2441 [..............................] - ETA: 12:26 - loss: 741.1986 - logits_profile_predictions_loss: 736.2680 - logcount_predictions_loss: 0.1813 41/2441 [..............................] - ETA: 12:25 - loss: 741.2177 - logits_profile_predictions_loss: 736.2872 - logcount_predictions_loss: 0.1813 42/2441 [..............................] - ETA: 12:25 - loss: 741.2142 - logits_profile_predictions_loss: 736.2841 - logcount_predictions_loss: 0.1813 43/2441 [..............................] - ETA: 12:25 - loss: 741.2365 - logits_profile_predictions_loss: 736.3065 - logcount_predictions_loss: 0.1812 44/2441 [..............................] - ETA: 12:24 - loss: 741.2351 - logits_profile_predictions_loss: 736.3057 - logcount_predictions_loss: 0.1812 45/2441 [..............................] - ETA: 12:24 - loss: 741.1833 - logits_profile_predictions_loss: 736.2548 - logcount_predictions_loss: 0.1812 46/2441 [..............................] - ETA: 12:24 - loss: 741.0855 - logits_profile_predictions_loss: 736.1573 - logcount_predictions_loss: 0.1812 47/2441 [..............................] - ETA: 12:24 - loss: 740.9610 - logits_profile_predictions_loss: 736.0335 - logcount_predictions_loss: 0.1812 48/2441 [..............................] - ETA: 12:23 - loss: 740.8331 - logits_profile_predictions_loss: 735.9061 - logcount_predictions_loss: 0.1811 49/2441 [..............................] - ETA: 12:23 - loss: 740.7248 - logits_profile_predictions_loss: 735.7979 - logcount_predictions_loss: 0.1811 50/2441 [..............................] - ETA: 12:23 - loss: 740.6236 - logits_profile_predictions_loss: 735.6971 - logcount_predictions_loss: 0.1811 51/2441 [..............................] - ETA: 12:22 - loss: 740.5317 - logits_profile_predictions_loss: 735.6051 - logcount_predictions_loss: 0.1811 52/2441 [..............................] - ETA: 12:22 - loss: 740.5022 - logits_profile_predictions_loss: 735.5758 - logcount_predictions_loss: 0.1811 53/2441 [..............................] - ETA: 12:22 - loss: 740.4585 - logits_profile_predictions_loss: 735.5323 - logcount_predictions_loss: 0.1811 54/2441 [..............................] - ETA: 12:22 - loss: 740.4167 - logits_profile_predictions_loss: 735.4902 - logcount_predictions_loss: 0.1811 55/2441 [..............................] - ETA: 12:21 - loss: 740.4227 - logits_profile_predictions_loss: 735.4965 - logcount_predictions_loss: 0.1811 56/2441 [..............................] - ETA: 12:21 - loss: 740.4445 - logits_profile_predictions_loss: 735.5132 - logcount_predictions_loss: 0.1813 57/2441 [..............................] - ETA: 12:21 - loss: 740.4732 - logits_profile_predictions_loss: 735.5370 - logcount_predictions_loss: 0.1815 58/2441 [..............................] - ETA: 12:20 - loss: 740.4799 - logits_profile_predictions_loss: 735.5390 - logcount_predictions_loss: 0.1816 59/2441 [..............................] - ETA: 12:20 - loss: 740.4841 - logits_profile_predictions_loss: 735.5389 - logcount_predictions_loss: 0.1818 60/2441 [..............................] - ETA: 12:20 - loss: 740.5012 - logits_profile_predictions_loss: 735.5519 - logcount_predictions_loss: 0.1820 61/2441 [..............................] - ETA: 12:19 - loss: 740.4926 - logits_profile_predictions_loss: 735.5391 - logcount_predictions_loss: 0.1821 62/2441 [..............................] - ETA: 12:19 - loss: 740.4780 - logits_profile_predictions_loss: 735.5208 - logcount_predictions_loss: 0.1822 63/2441 [..............................] - ETA: 12:19 - loss: 740.4660 - logits_profile_predictions_loss: 735.5055 - logcount_predictions_loss: 0.1824 64/2441 [..............................] - ETA: 12:19 - loss: 740.4503 - logits_profile_predictions_loss: 735.4866 - logcount_predictions_loss: 0.1825 65/2441 [..............................] - ETA: 12:18 - loss: 740.4147 - logits_profile_predictions_loss: 735.4477 - logcount_predictions_loss: 0.1826 66/2441 [..............................] - ETA: 12:18 - loss: 740.3703 - logits_profile_predictions_loss: 735.3997 - logcount_predictions_loss: 0.1827 67/2441 [..............................] - ETA: 12:18 - loss: 740.3312 - logits_profile_predictions_loss: 735.3572 - logcount_predictions_loss: 0.1829 68/2441 [..............................] - ETA: 12:17 - loss: 740.3000 - logits_profile_predictions_loss: 735.3229 - logcount_predictions_loss: 0.1830 69/2441 [..............................] - ETA: 12:17 - loss: 740.2648 - logits_profile_predictions_loss: 735.2843 - logcount_predictions_loss: 0.1831 70/2441 [..............................] - ETA: 12:17 - loss: 740.2276 - logits_profile_predictions_loss: 735.2439 - logcount_predictions_loss: 0.1832 71/2441 [..............................] - ETA: 12:17 - loss: 740.1913 - logits_profile_predictions_loss: 735.2047 - logcount_predictions_loss: 0.1833 72/2441 [..............................] - ETA: 12:16 - loss: 740.1798 - logits_profile_predictions_loss: 735.1899 - logcount_predictions_loss: 0.1834 73/2441 [..............................] - ETA: 12:16 - loss: 740.1651 - logits_profile_predictions_loss: 735.1723 - logcount_predictions_loss: 0.1836 74/2441 [..............................] - ETA: 12:16 - loss: 740.1653 - logits_profile_predictions_loss: 735.1696 - logcount_predictions_loss: 0.1837 75/2441 [..............................] - ETA: 12:15 - loss: 740.1912 - logits_profile_predictions_loss: 735.1927 - logcount_predictions_loss: 0.1838 76/2441 [..............................] - ETA: 12:15 - loss: 740.2080 - logits_profile_predictions_loss: 735.2062 - logcount_predictions_loss: 0.1839 77/2441 [..............................] - ETA: 12:15 - loss: 740.2330 - logits_profile_predictions_loss: 735.2280 - logcount_predictions_loss: 0.1840 78/2441 [..............................] - ETA: 12:14 - loss: 740.2571 - logits_profile_predictions_loss: 735.2488 - logcount_predictions_loss: 0.1841 79/2441 [..............................] - ETA: 12:14 - loss: 740.2986 - logits_profile_predictions_loss: 735.2873 - logcount_predictions_loss: 0.1842 80/2441 [..............................] - ETA: 12:14 - loss: 740.3323 - logits_profile_predictions_loss: 735.3180 - logcount_predictions_loss: 0.1843 81/2441 [..............................] - ETA: 12:14 - loss: 740.3520 - logits_profile_predictions_loss: 735.3347 - logcount_predictions_loss: 0.1845 82/2441 [>.............................] - ETA: 12:13 - loss: 740.3726 - logits_profile_predictions_loss: 735.3521 - logcount_predictions_loss: 0.1846 83/2441 [>.............................] - ETA: 12:13 - loss: 740.3938 - logits_profile_predictions_loss: 735.3701 - logcount_predictions_loss: 0.1847 84/2441 [>.............................] - ETA: 12:13 - loss: 740.4150 - logits_profile_predictions_loss: 735.3879 - logcount_predictions_loss: 0.1848 85/2441 [>.............................] - ETA: 12:12 - loss: 740.4343 - logits_profile_predictions_loss: 735.4035 - logcount_predictions_loss: 0.1849 86/2441 [>.............................] - ETA: 12:12 - loss: 740.4607 - logits_profile_predictions_loss: 735.4263 - logcount_predictions_loss: 0.1851 87/2441 [>.............................] - ETA: 12:12 - loss: 740.4795 - logits_profile_predictions_loss: 735.4416 - logcount_predictions_loss: 0.1852 88/2441 [>.............................] - ETA: 12:11 - loss: 740.4809 - logits_profile_predictions_loss: 735.4394 - logcount_predictions_loss: 0.1853 89/2441 [>.............................] - ETA: 12:11 - loss: 740.4896 - logits_profile_predictions_loss: 735.4446 - logcount_predictions_loss: 0.1855 90/2441 [>.............................] - ETA: 12:11 - loss: 740.4919 - logits_profile_predictions_loss: 735.4434 - logcount_predictions_loss: 0.1856 91/2441 [>.............................] - ETA: 12:11 - loss: 740.4898 - logits_profile_predictions_loss: 735.4380 - logcount_predictions_loss: 0.1857 92/2441 [>.............................] - ETA: 12:10 - loss: 740.4715 - logits_profile_predictions_loss: 735.4164 - logcount_predictions_loss: 0.1858 93/2441 [>.............................] - ETA: 12:10 - loss: 740.4508 - logits_profile_predictions_loss: 735.3924 - logcount_predictions_loss: 0.1860 94/2441 [>.............................] - ETA: 12:10 - loss: 740.4318 - logits_profile_predictions_loss: 735.3703 - logcount_predictions_loss: 0.1861 95/2441 [>.............................] - ETA: 12:10 - loss: 740.4049 - logits_profile_predictions_loss: 735.3403 - logcount_predictions_loss: 0.1862 96/2441 [>.............................] - ETA: 12:09 - loss: 740.3798 - logits_profile_predictions_loss: 735.3123 - logcount_predictions_loss: 0.1863 97/2441 [>.............................] - ETA: 12:09 - loss: 740.3520 - logits_profile_predictions_loss: 735.2818 - logcount_predictions_loss: 0.1864 98/2441 [>.............................] - ETA: 12:09 - loss: 740.3221 - logits_profile_predictions_loss: 735.2494 - logcount_predictions_loss: 0.1865 99/2441 [>.............................] - ETA: 12:08 - loss: 740.2857 - logits_profile_predictions_loss: 735.2106 - logcount_predictions_loss: 0.1866 100/2441 [>.............................] - ETA: 12:08 - loss: 740.2441 - logits_profile_predictions_loss: 735.1669 - logcount_predictions_loss: 0.1867 101/2441 [>.............................] - ETA: 12:08 - loss: 740.2014 - logits_profile_predictions_loss: 735.1219 - logcount_predictions_loss: 0.1867 102/2441 [>.............................] - ETA: 12:08 - loss: 740.1550 - logits_profile_predictions_loss: 735.0731 - logcount_predictions_loss: 0.1868 103/2441 [>.............................] - ETA: 12:07 - loss: 740.1081 - logits_profile_predictions_loss: 735.0240 - logcount_predictions_loss: 0.1869 104/2441 [>.............................] - ETA: 12:07 - loss: 740.0634 - logits_profile_predictions_loss: 734.9772 - logcount_predictions_loss: 0.1870 105/2441 [>.............................] - ETA: 12:07 - loss: 740.0199 - logits_profile_predictions_loss: 734.9316 - logcount_predictions_loss: 0.1871 106/2441 [>.............................] - ETA: 12:06 - loss: 739.9764 - logits_profile_predictions_loss: 734.8860 - logcount_predictions_loss: 0.1871 107/2441 [>.............................] - ETA: 12:06 - loss: 739.9337 - logits_profile_predictions_loss: 734.8411 - logcount_predictions_loss: 0.1872 108/2441 [>.............................] - ETA: 12:06 - loss: 739.8954 - logits_profile_predictions_loss: 734.8006 - logcount_predictions_loss: 0.1873 109/2441 [>.............................] - ETA: 12:05 - loss: 739.8577 - logits_profile_predictions_loss: 734.7610 - logcount_predictions_loss: 0.1874 110/2441 [>.............................] - ETA: 12:05 - loss: 739.8211 - logits_profile_predictions_loss: 734.7227 - logcount_predictions_loss: 0.1874 111/2441 [>.............................] - ETA: 12:05 - loss: 739.7857 - logits_profile_predictions_loss: 734.6856 - logcount_predictions_loss: 0.1875 112/2441 [>.............................] - ETA: 12:05 - loss: 739.7525 - logits_profile_predictions_loss: 734.6503 - logcount_predictions_loss: 0.1876 113/2441 [>.............................] - ETA: 12:04 - loss: 739.7220 - logits_profile_predictions_loss: 734.6165 - logcount_predictions_loss: 0.1877 114/2441 [>.............................] - ETA: 12:04 - loss: 739.6920 - logits_profile_predictions_loss: 734.5833 - logcount_predictions_loss: 0.1878 115/2441 [>.............................] - ETA: 12:04 - loss: 739.6558 - 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logits_profile_predictions_loss: 730.1594 - logcount_predictions_loss: 0.1919 2404/2441 [============================>.] - ETA: 11s - loss: 735.3795 - logits_profile_predictions_loss: 730.1596 - logcount_predictions_loss: 0.1919 2405/2441 [============================>.] - ETA: 11s - loss: 735.3797 - logits_profile_predictions_loss: 730.1598 - logcount_predictions_loss: 0.1919 2406/2441 [============================>.] - ETA: 10s - loss: 735.3798 - logits_profile_predictions_loss: 730.1600 - logcount_predictions_loss: 0.1919 2407/2441 [============================>.] - ETA: 10s - loss: 735.3800 - logits_profile_predictions_loss: 730.1602 - logcount_predictions_loss: 0.1919 2408/2441 [============================>.] - ETA: 10s - loss: 735.3802 - logits_profile_predictions_loss: 730.1603 - logcount_predictions_loss: 0.1919 2409/2441 [============================>.] - ETA: 10s - loss: 735.3803 - logits_profile_predictions_loss: 730.1605 - logcount_predictions_loss: 0.1919 2410/2441 [============================>.] - ETA: 9s - loss: 735.3805 - logits_profile_predictions_loss: 730.1607 - logcount_predictions_loss: 0.1919  2411/2441 [============================>.] - ETA: 9s - loss: 735.3807 - logits_profile_predictions_loss: 730.1609 - logcount_predictions_loss: 0.1919 2412/2441 [============================>.] - ETA: 9s - loss: 735.3808 - logits_profile_predictions_loss: 730.1611 - logcount_predictions_loss: 0.1919 2413/2441 [============================>.] - ETA: 8s - loss: 735.3810 - logits_profile_predictions_loss: 730.1612 - logcount_predictions_loss: 0.1919 2414/2441 [============================>.] - ETA: 8s - loss: 735.3812 - logits_profile_predictions_loss: 730.1614 - logcount_predictions_loss: 0.1919 2415/2441 [============================>.] - ETA: 8s - loss: 735.3813 - logits_profile_predictions_loss: 730.1616 - logcount_predictions_loss: 0.1919 2416/2441 [============================>.] - ETA: 7s - loss: 735.3815 - logits_profile_predictions_loss: 730.1618 - logcount_predictions_loss: 0.1919 2417/2441 [============================>.] - ETA: 7s - loss: 735.3816 - logits_profile_predictions_loss: 730.1619 - logcount_predictions_loss: 0.1919 2418/2441 [============================>.] - ETA: 7s - loss: 735.3818 - logits_profile_predictions_loss: 730.1621 - logcount_predictions_loss: 0.1919 2419/2441 [============================>.] - ETA: 6s - loss: 735.3820 - logits_profile_predictions_loss: 730.1623 - logcount_predictions_loss: 0.1919 2420/2441 [============================>.] - ETA: 6s - loss: 735.3822 - logits_profile_predictions_loss: 730.1625 - logcount_predictions_loss: 0.1919 2421/2441 [============================>.] - ETA: 6s - loss: 735.3823 - logits_profile_predictions_loss: 730.1627 - logcount_predictions_loss: 0.1919 2422/2441 [============================>.] - ETA: 5s - loss: 735.3825 - logits_profile_predictions_loss: 730.1629 - logcount_predictions_loss: 0.1919 2423/2441 [============================>.] - ETA: 5s - loss: 735.3827 - logits_profile_predictions_loss: 730.1631 - logcount_predictions_loss: 0.1919 2424/2441 [============================>.] - ETA: 5s - loss: 735.3829 - logits_profile_predictions_loss: 730.1632 - logcount_predictions_loss: 0.1919 2425/2441 [============================>.] - ETA: 5s - loss: 735.3830 - logits_profile_predictions_loss: 730.1634 - logcount_predictions_loss: 0.1919 2426/2441 [============================>.] - ETA: 4s - loss: 735.3832 - logits_profile_predictions_loss: 730.1636 - logcount_predictions_loss: 0.1919 2427/2441 [============================>.] - ETA: 4s - loss: 735.3834 - logits_profile_predictions_loss: 730.1638 - logcount_predictions_loss: 0.1919 2428/2441 [============================>.] - ETA: 4s - loss: 735.3836 - logits_profile_predictions_loss: 730.1641 - logcount_predictions_loss: 0.1919 2429/2441 [============================>.] - ETA: 3s - loss: 735.3838 - logits_profile_predictions_loss: 730.1643 - logcount_predictions_loss: 0.1919 2430/2441 [============================>.] - ETA: 3s - loss: 735.3840 - logits_profile_predictions_loss: 730.1645 - logcount_predictions_loss: 0.1919 2431/2441 [============================>.] - ETA: 3s - loss: 735.3842 - logits_profile_predictions_loss: 730.1647 - logcount_predictions_loss: 0.1919 2432/2441 [============================>.] - ETA: 2s - loss: 735.3844 - logits_profile_predictions_loss: 730.1649 - logcount_predictions_loss: 0.1919 2433/2441 [============================>.] - ETA: 2s - loss: 735.3845 - logits_profile_predictions_loss: 730.1651 - logcount_predictions_loss: 0.1919 2434/2441 [============================>.] - ETA: 2s - loss: 735.3847 - logits_profile_predictions_loss: 730.1652 - logcount_predictions_loss: 0.1919 2435/2441 [============================>.] - ETA: 1s - loss: 735.3849 - logits_profile_predictions_loss: 730.1654 - logcount_predictions_loss: 0.1919 2436/2441 [============================>.] - ETA: 1s - loss: 735.3851 - logits_profile_predictions_loss: 730.1656 - logcount_predictions_loss: 0.1919 2437/2441 [============================>.] - ETA: 1s - loss: 735.3853 - logits_profile_predictions_loss: 730.1658 - logcount_predictions_loss: 0.1919 2438/2441 [============================>.] - ETA: 0s - loss: 735.3855 - logits_profile_predictions_loss: 730.1660 - logcount_predictions_loss: 0.1919 2439/2441 [============================>.] - ETA: 0s - loss: 735.3857 - logits_profile_predictions_loss: 730.1662 - logcount_predictions_loss: 0.1919 2440/2441 [============================>.] - ETA: 0s - loss: 735.3858 - logits_profile_predictions_loss: 730.1664 - logcount_predictions_loss: 0.1919 2441/2441 [==============================] - ETA: 0s - loss: 735.3860 - logits_profile_predictions_loss: 730.1666 - logcount_predictions_loss: 0.1919 2441/2441 [==============================] - 796s 326ms/step - loss: 735.3862 - logits_profile_predictions_loss: 730.1668 - logcount_predictions_loss: 0.1919 - val_loss: 782.5667 - val_logits_profile_predictions_loss: 773.3140 - val_logcount_predictions_loss: 0.3402 Epoch 00020: val_loss did not improve from 771.64038 Restoring model weights from the end of the best epoch. Epoch 00020: early stopping save model save model without bias 2022-10-17_10-59-03: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/predict.py \ --genome=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ --bigwig=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR922YEW//preprocessing/bigWigs/ENCSR922YEW.bigWig \ --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR922YEW//chrombppnet_model_encsr880cub_bias_fold_3//filtered.peaks.bed \ --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR922YEW//chrombppnet_model_encsr880cub_bias_fold_3//filtered.nonpeaks.bed \ --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_3.json \ --inputlen=2114 \ --outputlen=1000 \ --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR922YEW//chrombppnet_model_encsr880cub_bias_fold_3//chrombpnet \ --batch_size=256 \ --model_h5=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR922YEW//chrombppnet_model_encsr880cub_bias_fold_3//chrombpnet.h5 got the model loading peaks... got split:test for bed regions:(41529, 10) loading nonpeaks... got split:test for bed regions:(40046, 10) 0/319 100/319 200/319 300/319 2022-10-17_11-06-17: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/predict.py \ --genome=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ --bigwig=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR922YEW//preprocessing/bigWigs/ENCSR922YEW.bigWig \ --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR922YEW//chrombppnet_model_encsr880cub_bias_fold_3//filtered.peaks.bed \ --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR922YEW//chrombppnet_model_encsr880cub_bias_fold_3//filtered.nonpeaks.bed \ --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_3.json \ --inputlen=2114 \ --outputlen=1000 \ --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR922YEW//chrombppnet_model_encsr880cub_bias_fold_3//chrombpnet_wo_bias \ --batch_size=256 \ --model_h5=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR922YEW//chrombppnet_model_encsr880cub_bias_fold_3//chrombpnet_wo_bias.h5 got the model loading peaks... got split:test for bed regions:(41529, 10) loading nonpeaks... got split:test for bed regions:(40046, 10) 0/319 100/319 200/319 300/319 2022-10-17_11-11-52: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/predict.py \ --genome=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ --bigwig=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR922YEW//preprocessing/bigWigs/ENCSR922YEW.bigWig \ --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR922YEW//chrombppnet_model_encsr880cub_bias_fold_3//filtered.peaks.bed \ --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR922YEW//chrombppnet_model_encsr880cub_bias_fold_3//filtered.nonpeaks.bed \ --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_3.json \ --inputlen=2114 \ --outputlen=1000 \ --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR922YEW//chrombppnet_model_encsr880cub_bias_fold_3//bias \ --batch_size=256 \ --model_h5=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR922YEW//chrombppnet_model_encsr880cub_bias_fold_3//bias_model_scaled.h5 got the model loading peaks... got split:test for bed regions:(41529, 10) loading nonpeaks... got split:test for bed regions:(40046, 10) 0/319 100/319 200/319 300/319 2022-10-17_11-15-06: mkdir /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR922YEW//chrombppnet_model_encsr880cub_bias_fold_3//footprints 2022-10-17_11-15-06: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/evaluation/marginal_footprints/marginal_footprinting.py \ -g /scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ -r /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR922YEW//chrombppnet_model_encsr880cub_bias_fold_3//filtered.nonpeaks.bed \ -chr chr1 \ -m /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR922YEW//chrombppnet_model_encsr880cub_bias_fold_3//chrombpnet_wo_bias.h5 \ -bs 512 \ -o /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR922YEW//chrombppnet_model_encsr880cub_bias_fold_3//footprints/corrected \ -pwm_f src/evaluation/marginal_footprints/motif_to_pwm.tsv \ -mo dnase_1,dnase_2 MOTIF_NAME MOTIF_PWM_FWD 0 tn5_1 GCACAGTACAGAGCTG 1 tn5_2 GTGCACAGTTCTAGAGTGTGCAG 2 tn5_3 CCTCTACACTGTGCAGAA 3 tn5_4 GCACAGTTCTAGACTGTGCAG 4 tn5_5 CTGCACAGTGTAGAGTTGTGC 5 dnase_1 TTTACAAGTCCA 6 dnase_2 TGTACTTACGAA 7 NRF1 GCGCATGCGC 8 AP1 CGATATGACTCATCCC 9 CTCF TTGGCCACTAGGGGGCGCTAT 10 ETS CCGAAAGCGGAAGTGAGAC 11 SP1 AAGGGGGCGGGGCCTAA 12 RUNX CCCTAACCACAGCCC 13 NFKB GCAAGGGAAATTCCCCAGG 14 GATA+TAL GGCTGGGGGGGGCAGATAAGGCC 15 TAL GGCTGGG 16 NFYB CCAGCCAATCAGAGC 17 GABPA GAAACCGGAAGTGGCC 18 BACH1+MAFK AACTGCTGAGTCATCCCG 19 NRF1 CCCCGCGCATGCGCAGTGC 20 HNF4G CCGTTGGACTTTGGACCCTG got the model Model: "model_1" __________________________________________________________________________________________________ Layer (type) Output Shape Param # Connected to ================================================================================================== sequence (InputLayer) [(None, 2114, 4)] 0 __________________________________________________________________________________________________ wo_bias_bpnet_1st_conv (Conv1D) (None, 2094, 512) 43520 sequence[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_1conv (Conv1D) (None, 2090, 512) 786944 wo_bias_bpnet_1st_conv[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_1crop (Cropping1D (None, 2090, 512) 0 wo_bias_bpnet_1st_conv[0][0] __________________________________________________________________________________________________ add (Add) (None, 2090, 512) 0 wo_bias_bpnet_1conv[0][0] wo_bias_bpnet_1crop[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_2conv (Conv1D) (None, 2082, 512) 786944 add[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_2crop (Cropping1D (None, 2082, 512) 0 add[0][0] __________________________________________________________________________________________________ add_1 (Add) (None, 2082, 512) 0 wo_bias_bpnet_2conv[0][0] wo_bias_bpnet_2crop[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_3conv (Conv1D) (None, 2066, 512) 786944 add_1[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_3crop (Cropping1D (None, 2066, 512) 0 add_1[0][0] __________________________________________________________________________________________________ add_2 (Add) (None, 2066, 512) 0 wo_bias_bpnet_3conv[0][0] wo_bias_bpnet_3crop[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_4conv (Conv1D) (None, 2034, 512) 786944 add_2[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_4crop (Cropping1D (None, 2034, 512) 0 add_2[0][0] __________________________________________________________________________________________________ add_3 (Add) (None, 2034, 512) 0 wo_bias_bpnet_4conv[0][0] wo_bias_bpnet_4crop[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_5conv (Conv1D) (None, 1970, 512) 786944 add_3[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_5crop (Cropping1D (None, 1970, 512) 0 add_3[0][0] __________________________________________________________________________________________________ add_4 (Add) (None, 1970, 512) 0 wo_bias_bpnet_5conv[0][0] wo_bias_bpnet_5crop[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_6conv (Conv1D) (None, 1842, 512) 786944 add_4[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_6crop (Cropping1D (None, 1842, 512) 0 add_4[0][0] __________________________________________________________________________________________________ add_5 (Add) (None, 1842, 512) 0 wo_bias_bpnet_6conv[0][0] wo_bias_bpnet_6crop[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_7conv (Conv1D) (None, 1586, 512) 786944 add_5[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_7crop (Cropping1D (None, 1586, 512) 0 add_5[0][0] __________________________________________________________________________________________________ add_6 (Add) (None, 1586, 512) 0 wo_bias_bpnet_7conv[0][0] wo_bias_bpnet_7crop[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_8conv (Conv1D) (None, 1074, 512) 786944 add_6[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_8crop (Cropping1D (None, 1074, 512) 0 add_6[0][0] __________________________________________________________________________________________________ add_7 (Add) (None, 1074, 512) 0 wo_bias_bpnet_8conv[0][0] wo_bias_bpnet_8crop[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_prof_out_precrop (None, 1000, 1) 38401 add_7[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_logitt_before_fla (None, 1000, 1) 0 wo_bias_bpnet_prof_out_precrop[0] __________________________________________________________________________________________________ gap (GlobalAveragePooling1D) (None, 512) 0 add_7[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_logits_profile_pr (None, 1000) 0 wo_bias_bpnet_logitt_before_flatt __________________________________________________________________________________________________ wo_bias_bpnet_logcount_predicti (None, 1) 513 gap[0][0] ================================================================================================== Total params: 6,377,986 Trainable params: 6,377,986 Non-trainable params: 0 __________________________________________________________________________________________________ inferred model inputlen: 2114 inferred model outputlen: 1000 inserting motif: dnase_1 TTTACAAGTCCA 1/38 [..............................] - ETA: 11:56 3/38 [=>............................] - ETA: 16s  4/38 [==>...........................] - ETA: 21s 5/38 [==>...........................] - ETA: 23s 6/38 [===>..........................] - ETA: 24s 7/38 [====>.........................] - ETA: 24s 8/38 [=====>........................] - ETA: 24s 9/38 [======>.......................] - ETA: 23s 10/38 [======>.......................] - ETA: 23s 11/38 [=======>......................] - ETA: 22s 12/38 [========>.....................] - ETA: 22s 13/38 [=========>....................] - ETA: 21s 14/38 [==========>...................] - ETA: 20s 15/38 [==========>...................] - ETA: 20s 16/38 [===========>..................] - ETA: 19s 17/38 [============>.................] - ETA: 18s 18/38 [=============>................] - ETA: 17s 19/38 [==============>...............] - ETA: 16s 20/38 [==============>...............] - ETA: 16s 21/38 [===============>..............] - ETA: 15s 22/38 [================>.............] - ETA: 14s 23/38 [=================>............] - ETA: 13s 24/38 [=================>............] - ETA: 12s 25/38 [==================>...........] - ETA: 11s 26/38 [===================>..........] - ETA: 10s 27/38 [====================>.........] - ETA: 9s  28/38 [=====================>........] - ETA: 9s 29/38 [=====================>........] - ETA: 8s 30/38 [======================>.......] - ETA: 7s 31/38 [=======================>......] - ETA: 6s 32/38 [========================>.....] - ETA: 5s 33/38 [=========================>....] - ETA: 4s 34/38 [=========================>....] - ETA: 3s 35/38 [==========================>...] - ETA: 2s 36/38 [===========================>..] - ETA: 1s 37/38 [============================>.] - ETA: 0s 38/38 [==============================] - ETA: 0s 38/38 [==============================] - 75s 2s/step 1/38 [..............................] - ETA: 0s 2/38 [>.............................] - ETA: 33s 3/38 [=>............................] - ETA: 32s 4/38 [==>...........................] - ETA: 31s 5/38 [==>...........................] - ETA: 30s 6/38 [===>..........................] - ETA: 29s 7/38 [====>.........................] - ETA: 29s 8/38 [=====>........................] - ETA: 28s 9/38 [======>.......................] - ETA: 27s 10/38 [======>.......................] - ETA: 26s 11/38 [=======>......................] - ETA: 25s 12/38 [========>.....................] - ETA: 24s 13/38 [=========>....................] - ETA: 23s 14/38 [==========>...................] - ETA: 22s 15/38 [==========>...................] - ETA: 21s 16/38 [===========>..................] - ETA: 20s 17/38 [============>.................] - ETA: 19s 18/38 [=============>................] - ETA: 18s 19/38 [==============>...............] - ETA: 17s 20/38 [==============>...............] - ETA: 16s 21/38 [===============>..............] - ETA: 15s 22/38 [================>.............] - ETA: 14s 23/38 [=================>............] - ETA: 14s 24/38 [=================>............] - ETA: 13s 25/38 [==================>...........] - ETA: 12s 26/38 [===================>..........] - ETA: 11s 27/38 [====================>.........] - ETA: 10s 28/38 [=====================>........] - ETA: 9s  29/38 [=====================>........] - ETA: 8s 30/38 [======================>.......] - ETA: 7s 31/38 [=======================>......] - ETA: 6s 32/38 [========================>.....] - ETA: 5s 33/38 [=========================>....] - ETA: 4s 34/38 [=========================>....] - ETA: 3s 35/38 [==========================>...] - ETA: 2s 36/38 [===========================>..] - ETA: 1s 37/38 [============================>.] - ETA: 0s 38/38 [==============================] - ETA: 0s 38/38 [==============================] - 35s 946ms/step inserting motif: dnase_2 TGTACTTACGAA 1/38 [..............................] - ETA: 0s 2/38 [>.............................] - ETA: 33s 3/38 [=>............................] - ETA: 32s 4/38 [==>...........................] - ETA: 31s 5/38 [==>...........................] - ETA: 31s 6/38 [===>..........................] - ETA: 30s 7/38 [====>.........................] - ETA: 29s 8/38 [=====>........................] - ETA: 28s 9/38 [======>.......................] - ETA: 27s 10/38 [======>.......................] - ETA: 26s 11/38 [=======>......................] - ETA: 25s 12/38 [========>.....................] - ETA: 24s 13/38 [=========>....................] - ETA: 23s 14/38 [==========>...................] - ETA: 22s 15/38 [==========>...................] - ETA: 21s 16/38 [===========>..................] - ETA: 20s 17/38 [============>.................] - ETA: 19s 18/38 [=============>................] - ETA: 18s 19/38 [==============>...............] - ETA: 17s 20/38 [==============>...............] - ETA: 16s 21/38 [===============>..............] - ETA: 15s 22/38 [================>.............] - ETA: 15s 23/38 [=================>............] - ETA: 14s 24/38 [=================>............] - ETA: 13s 25/38 [==================>...........] - ETA: 12s 26/38 [===================>..........] - ETA: 11s 27/38 [====================>.........] - ETA: 10s 28/38 [=====================>........] - ETA: 9s  29/38 [=====================>........] - ETA: 8s 30/38 [======================>.......] - ETA: 7s 31/38 [=======================>......] - ETA: 6s 32/38 [========================>.....] - ETA: 5s 33/38 [=========================>....] - ETA: 4s 34/38 [=========================>....] - ETA: 3s 35/38 [==========================>...] - ETA: 2s 36/38 [===========================>..] - ETA: 1s 37/38 [============================>.] - ETA: 0s 38/38 [==============================] - ETA: 0s 38/38 [==============================] - 35s 949ms/step 1/38 [..............................] - ETA: 0s 2/38 [>.............................] - ETA: 33s 3/38 [=>............................] - ETA: 32s 4/38 [==>...........................] - ETA: 32s 5/38 [==>...........................] - ETA: 31s 6/38 [===>..........................] - ETA: 30s 7/38 [====>.........................] - ETA: 29s 8/38 [=====>........................] - ETA: 28s 9/38 [======>.......................] - ETA: 27s 10/38 [======>.......................] - ETA: 26s 11/38 [=======>......................] - ETA: 25s 12/38 [========>.....................] - ETA: 24s 13/38 [=========>....................] - ETA: 23s 14/38 [==========>...................] - ETA: 22s 15/38 [==========>...................] - ETA: 21s 16/38 [===========>..................] - ETA: 20s 17/38 [============>.................] - ETA: 19s 18/38 [=============>................] - ETA: 18s 19/38 [==============>...............] - ETA: 17s 20/38 [==============>...............] - ETA: 16s 21/38 [===============>..............] - ETA: 16s 22/38 [================>.............] - ETA: 15s 23/38 [=================>............] - ETA: 14s 24/38 [=================>............] - ETA: 13s 25/38 [==================>...........] - ETA: 12s 26/38 [===================>..........] - ETA: 11s 27/38 [====================>.........] - ETA: 10s 28/38 [=====================>........] - ETA: 9s  29/38 [=====================>........] - ETA: 8s 30/38 [======================>.......] - ETA: 7s 31/38 [=======================>......] - ETA: 6s 32/38 [========================>.....] - ETA: 5s 33/38 [=========================>....] - ETA: 4s 34/38 [=========================>....] - ETA: 3s 35/38 [==========================>...] - ETA: 2s 36/38 [===========================>..] - ETA: 1s 37/38 [============================>.] - ETA: 0s 38/38 [==============================] - ETA: 0s 38/38 [==============================] - 35s 951ms/step Saving marginal footprints 2022-10-17_11-18-33: mkdir /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR922YEW//chrombppnet_model_encsr880cub_bias_fold_3//footprints 2022-10-17_11-18-33: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/evaluation/marginal_footprints/marginal_footprinting.py \ -g /scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ -r /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR922YEW//chrombppnet_model_encsr880cub_bias_fold_3//filtered.nonpeaks.bed \ -chr chr1 \ -m /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR922YEW//chrombppnet_model_encsr880cub_bias_fold_3//bias_model_scaled.h5 \ -bs 512 \ -o /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR922YEW//chrombppnet_model_encsr880cub_bias_fold_3//footprints/bias \ -pwm_f src/evaluation/marginal_footprints/motif_to_pwm.tsv \ -mo dnase_1,dnase_2 MOTIF_NAME MOTIF_PWM_FWD 0 tn5_1 GCACAGTACAGAGCTG 1 tn5_2 GTGCACAGTTCTAGAGTGTGCAG 2 tn5_3 CCTCTACACTGTGCAGAA 3 tn5_4 GCACAGTTCTAGACTGTGCAG 4 tn5_5 CTGCACAGTGTAGAGTTGTGC 5 dnase_1 TTTACAAGTCCA 6 dnase_2 TGTACTTACGAA 7 NRF1 GCGCATGCGC 8 AP1 CGATATGACTCATCCC 9 CTCF TTGGCCACTAGGGGGCGCTAT 10 ETS CCGAAAGCGGAAGTGAGAC 11 SP1 AAGGGGGCGGGGCCTAA 12 RUNX CCCTAACCACAGCCC 13 NFKB GCAAGGGAAATTCCCCAGG 14 GATA+TAL GGCTGGGGGGGGCAGATAAGGCC 15 TAL GGCTGGG 16 NFYB CCAGCCAATCAGAGC 17 GABPA GAAACCGGAAGTGGCC 18 BACH1+MAFK AACTGCTGAGTCATCCCG 19 NRF1 CCCCGCGCATGCGCAGTGC 20 HNF4G CCGTTGGACTTTGGACCCTG got the model Model: "model" __________________________________________________________________________________________________ Layer (type) Output Shape Param # Connected to ================================================================================================== sequence (InputLayer) [(None, 2114, 4)] 0 __________________________________________________________________________________________________ bpnet_1st_conv (Conv1D) (None, 2094, 128) 10880 sequence[0][0] __________________________________________________________________________________________________ bpnet_1conv (Conv1D) (None, 2090, 128) 49280 bpnet_1st_conv[0][0] __________________________________________________________________________________________________ bpnet_1crop (Cropping1D) (None, 2090, 128) 0 bpnet_1st_conv[0][0] __________________________________________________________________________________________________ add (Add) (None, 2090, 128) 0 bpnet_1conv[0][0] bpnet_1crop[0][0] __________________________________________________________________________________________________ bpnet_2conv (Conv1D) (None, 2082, 128) 49280 add[0][0] __________________________________________________________________________________________________ bpnet_2crop (Cropping1D) (None, 2082, 128) 0 add[0][0] __________________________________________________________________________________________________ add_1 (Add) (None, 2082, 128) 0 bpnet_2conv[0][0] bpnet_2crop[0][0] __________________________________________________________________________________________________ bpnet_3conv (Conv1D) (None, 2066, 128) 49280 add_1[0][0] __________________________________________________________________________________________________ bpnet_3crop (Cropping1D) (None, 2066, 128) 0 add_1[0][0] __________________________________________________________________________________________________ add_2 (Add) (None, 2066, 128) 0 bpnet_3conv[0][0] bpnet_3crop[0][0] __________________________________________________________________________________________________ bpnet_4conv (Conv1D) (None, 2034, 128) 49280 add_2[0][0] __________________________________________________________________________________________________ bpnet_4crop (Cropping1D) (None, 2034, 128) 0 add_2[0][0] __________________________________________________________________________________________________ add_3 (Add) (None, 2034, 128) 0 bpnet_4conv[0][0] bpnet_4crop[0][0] __________________________________________________________________________________________________ prof_out_precrop (Conv1D) (None, 1960, 1) 9601 add_3[0][0] __________________________________________________________________________________________________ logits_profile_predictions_pref (None, 1000, 1) 0 prof_out_precrop[0][0] __________________________________________________________________________________________________ gap (GlobalAveragePooling1D) (None, 128) 0 add_3[0][0] __________________________________________________________________________________________________ logits_profile_predictions (Fla (None, 1000) 0 logits_profile_predictions_prefla __________________________________________________________________________________________________ logcount_predictions (Dense) (None, 1) 129 gap[0][0] ================================================================================================== Total params: 217,730 Trainable params: 217,730 Non-trainable params: 0 __________________________________________________________________________________________________ inferred model inputlen: 2114 inferred model outputlen: 1000 inserting motif: dnase_1 TTTACAAGTCCA 1/38 [..............................] - ETA: 9:03 3/38 [=>............................] - ETA: 1s  4/38 [==>...........................] - ETA: 2s 5/38 [==>...........................] - ETA: 2s 6/38 [===>..........................] - ETA: 2s 7/38 [====>.........................] - ETA: 2s 8/38 [=====>........................] - ETA: 2s 9/38 [======>.......................] - ETA: 2s 10/38 [======>.......................] - ETA: 2s 11/38 [=======>......................] - ETA: 2s 12/38 [========>.....................] - ETA: 2s 13/38 [=========>....................] - ETA: 2s 14/38 [==========>...................] - ETA: 1s 15/38 [==========>...................] - ETA: 1s 16/38 [===========>..................] - ETA: 1s 17/38 [============>.................] - ETA: 1s 18/38 [=============>................] - ETA: 1s 19/38 [==============>...............] - ETA: 1s 20/38 [==============>...............] - ETA: 1s 21/38 [===============>..............] - ETA: 1s 22/38 [================>.............] - ETA: 1s 23/38 [=================>............] - ETA: 1s 24/38 [=================>............] - ETA: 1s 25/38 [==================>...........] - ETA: 1s 26/38 [===================>..........] - ETA: 1s 27/38 [====================>.........] - ETA: 0s 28/38 [=====================>........] - ETA: 0s 29/38 [=====================>........] - ETA: 0s 30/38 [======================>.......] - ETA: 0s 31/38 [=======================>......] - ETA: 0s 32/38 [========================>.....] - ETA: 0s 33/38 [=========================>....] - ETA: 0s 34/38 [=========================>....] - ETA: 0s 35/38 [==========================>...] - ETA: 0s 36/38 [===========================>..] - ETA: 0s 37/38 [============================>.] - ETA: 0s 38/38 [==============================] - ETA: 0s 38/38 [==============================] - 30s 408ms/step 1/38 [..............................] - ETA: 0s 2/38 [>.............................] - ETA: 3s 3/38 [=>............................] - ETA: 3s 4/38 [==>...........................] - ETA: 2s 5/38 [==>...........................] - ETA: 2s 6/38 [===>..........................] - ETA: 2s 7/38 [====>.........................] - ETA: 2s 8/38 [=====>........................] - ETA: 2s 9/38 [======>.......................] - ETA: 2s 10/38 [======>.......................] - ETA: 2s 11/38 [=======>......................] - ETA: 2s 12/38 [========>.....................] - ETA: 2s 13/38 [=========>....................] - ETA: 2s 14/38 [==========>...................] - ETA: 2s 15/38 [==========>...................] - ETA: 1s 16/38 [===========>..................] - ETA: 1s 17/38 [============>.................] - ETA: 1s 18/38 [=============>................] - ETA: 1s 19/38 [==============>...............] - ETA: 1s 20/38 [==============>...............] - ETA: 1s 21/38 [===============>..............] - ETA: 1s 22/38 [================>.............] - ETA: 1s 23/38 [=================>............] - ETA: 1s 24/38 [=================>............] - ETA: 1s 25/38 [==================>...........] - ETA: 1s 26/38 [===================>..........] - ETA: 1s 27/38 [====================>.........] - ETA: 0s 28/38 [=====================>........] - ETA: 0s 29/38 [=====================>........] - ETA: 0s 30/38 [======================>.......] - ETA: 0s 31/38 [=======================>......] - ETA: 0s 32/38 [========================>.....] - ETA: 0s 33/38 [=========================>....] - ETA: 0s 34/38 [=========================>....] - ETA: 0s 35/38 [==========================>...] - ETA: 0s 36/38 [===========================>..] - ETA: 0s 37/38 [============================>.] - ETA: 0s 38/38 [==============================] - ETA: 0s 38/38 [==============================] - 3s 87ms/step inserting motif: dnase_2 TGTACTTACGAA 1/38 [..............................] - ETA: 0s 2/38 [>.............................] - ETA: 3s 3/38 [=>............................] - ETA: 2s 4/38 [==>...........................] - ETA: 2s 5/38 [==>...........................] - ETA: 2s 6/38 [===>..........................] - ETA: 2s 7/38 [====>.........................] - ETA: 2s 8/38 [=====>........................] - ETA: 2s 9/38 [======>.......................] - ETA: 2s 10/38 [======>.......................] - ETA: 2s 11/38 [=======>......................] - ETA: 2s 12/38 [========>.....................] - ETA: 2s 13/38 [=========>....................] - ETA: 2s 14/38 [==========>...................] - ETA: 2s 15/38 [==========>...................] - ETA: 1s 16/38 [===========>..................] - ETA: 1s 17/38 [============>.................] - ETA: 1s 18/38 [=============>................] - ETA: 1s 19/38 [==============>...............] - ETA: 1s 20/38 [==============>...............] - ETA: 1s 21/38 [===============>..............] - ETA: 1s 22/38 [================>.............] - ETA: 1s 23/38 [=================>............] - ETA: 1s 24/38 [=================>............] - ETA: 1s 25/38 [==================>...........] - ETA: 1s 26/38 [===================>..........] - ETA: 1s 27/38 [====================>.........] - ETA: 0s 28/38 [=====================>........] - ETA: 0s 29/38 [=====================>........] - ETA: 0s 30/38 [======================>.......] - ETA: 0s 31/38 [=======================>......] - ETA: 0s 32/38 [========================>.....] - ETA: 0s 33/38 [=========================>....] - ETA: 0s 34/38 [=========================>....] - ETA: 0s 35/38 [==========================>...] - ETA: 0s 36/38 [===========================>..] - ETA: 0s 37/38 [============================>.] - ETA: 0s 38/38 [==============================] - ETA: 0s 38/38 [==============================] - 3s 86ms/step 1/38 [..............................] - ETA: 0s 2/38 [>.............................] - ETA: 3s 3/38 [=>............................] - ETA: 2s 4/38 [==>...........................] - ETA: 2s 5/38 [==>...........................] - ETA: 2s 6/38 [===>..........................] - ETA: 2s 7/38 [====>.........................] - ETA: 2s 8/38 [=====>........................] - ETA: 2s 9/38 [======>.......................] - ETA: 2s 10/38 [======>.......................] - ETA: 2s 11/38 [=======>......................] - ETA: 2s 12/38 [========>.....................] - ETA: 2s 13/38 [=========>....................] - ETA: 2s 14/38 [==========>...................] - ETA: 2s 15/38 [==========>...................] - ETA: 1s 16/38 [===========>..................] - ETA: 1s 17/38 [============>.................] - ETA: 1s 18/38 [=============>................] - ETA: 1s 19/38 [==============>...............] - ETA: 1s 20/38 [==============>...............] - ETA: 1s 21/38 [===============>..............] - ETA: 1s 22/38 [================>.............] - ETA: 1s 23/38 [=================>............] - ETA: 1s 24/38 [=================>............] - ETA: 1s 25/38 [==================>...........] - ETA: 1s 26/38 [===================>..........] - ETA: 1s 27/38 [====================>.........] - ETA: 0s 28/38 [=====================>........] - ETA: 0s 29/38 [=====================>........] - ETA: 0s 30/38 [======================>.......] - ETA: 0s 31/38 [=======================>......] - ETA: 0s 32/38 [========================>.....] - ETA: 0s 33/38 [=========================>....] - ETA: 0s 34/38 [=========================>....] - ETA: 0s 35/38 [==========================>...] - ETA: 0s 36/38 [===========================>..] - ETA: 0s 37/38 [============================>.] - ETA: 0s 38/38 [==============================] - ETA: 0s 38/38 [==============================] - 3s 86ms/step Saving marginal footprints