diff --git "a/fold_0/logs.models.fold_0.ENCSR311EEL/logfile.modelling.fold_0.ENCSR311EEL.stdout_v1.txt" "b/fold_0/logs.models.fold_0.ENCSR311EEL/logfile.modelling.fold_0.ENCSR311EEL.stdout_v1.txt" new file mode 100644--- /dev/null +++ "b/fold_0/logs.models.fold_0.ENCSR311EEL/logfile.modelling.fold_0.ENCSR311EEL.stdout_v1.txt" @@ -0,0 +1,436 @@ +2022-03-23_18-03-26: 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=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR311EEL//preprocessing/bigWigs/ENCSR311EEL.bigWig \ + --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR311EEL//preprocessing/downloads/peaks.bed.gz \ + --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR311EEL//negatives_data/negatives_with_summit.bed \ + --outlier_threshold=0.99 \ + --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_0.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_bias_0.9.h5 \ + --output_dir=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR311EEL//chrombpnet_model_encsr880cub_bias/ +evaluating hyperparameters on the following chromosomes ['chr2', 'chr4', 'chr5', 'chr7', 'chr9', 'chr10', 'chr11', 'chr12', 'chr13', 'chr14', 'chr15', 'chr16', 'chr17', 'chr18', 'chr19', 'chr21', 'chr22', 'chrX', 'chrY', 'chr8', 'chr20'] +Number of peaks input: 158969 +Number of peaks filtered because the input/output is on the edge: 0 +Number of peaks being used: 158969 +Number of peaks input: 41031 +Number of peaks filtered because the input/output is on the edge: 0 +Number of peaks being used: 41031 +Number of non peaks input: 158968 +Number of non peaks filtered because the input/output is on the edge: 0 +Number of non peaks being used: 158968 +Number of non peaks input: 41031 +Number of non peaks filtered because the input/output is on the edge: 0 +Number of non peaks being used: 41031 +Number of peaks after removing outliers: 157219 +Number of nonpeaks after removing outliers: 141435 +got the model +Model: "model" +__________________________________________________________________________________________________ +Layer (type) Output Shape Param # Connected to +================================================================================================== +sequence (InputLayer) [(None, 2114, 4)] 0 +__________________________________________________________________________________________________ +bpnet_1st_conv (Conv1D) (None, 2094, 128) 10880 sequence[0][0] +__________________________________________________________________________________________________ +bpnet_1conv (Conv1D) (None, 2090, 128) 49280 bpnet_1st_conv[0][0] +__________________________________________________________________________________________________ +bpnet_1crop (Cropping1D) (None, 2090, 128) 0 bpnet_1st_conv[0][0] +__________________________________________________________________________________________________ +add (Add) (None, 2090, 128) 0 bpnet_1conv[0][0] + bpnet_1crop[0][0] +__________________________________________________________________________________________________ +bpnet_2conv (Conv1D) (None, 2082, 128) 49280 add[0][0] +__________________________________________________________________________________________________ +bpnet_2crop (Cropping1D) (None, 2082, 128) 0 add[0][0] +__________________________________________________________________________________________________ +add_1 (Add) (None, 2082, 128) 0 bpnet_2conv[0][0] + bpnet_2crop[0][0] +__________________________________________________________________________________________________ +bpnet_3conv (Conv1D) (None, 2066, 128) 49280 add_1[0][0] +__________________________________________________________________________________________________ +bpnet_3crop (Cropping1D) (None, 2066, 128) 0 add_1[0][0] +__________________________________________________________________________________________________ +add_2 (Add) (None, 2066, 128) 0 bpnet_3conv[0][0] + bpnet_3crop[0][0] +__________________________________________________________________________________________________ +bpnet_4conv (Conv1D) (None, 2034, 128) 49280 add_2[0][0] +__________________________________________________________________________________________________ +bpnet_4crop (Cropping1D) (None, 2034, 128) 0 add_2[0][0] +__________________________________________________________________________________________________ +add_3 (Add) (None, 2034, 128) 0 bpnet_4conv[0][0] + bpnet_4crop[0][0] +__________________________________________________________________________________________________ +prof_out_precrop (Conv1D) (None, 1960, 1) 9601 add_3[0][0] +__________________________________________________________________________________________________ +logits_profile_predictions_pref (None, 1000, 1) 0 prof_out_precrop[0][0] +__________________________________________________________________________________________________ +gap (GlobalAveragePooling1D) (None, 128) 0 add_3[0][0] +__________________________________________________________________________________________________ +logits_profile_predictions (Fla (None, 1000) 0 logits_profile_predictions_prefla +__________________________________________________________________________________________________ +logcount_predictions (Dense) (None, 1) 129 gap[0][0] +================================================================================================== +Total params: 217,730 +Trainable params: 217,730 +Non-trainable params: 0 +__________________________________________________________________________________________________ +Predicting within adjust counts + 1/4420 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/home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/train.py \ + --genome=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ + --bigwig=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR311EEL//preprocessing/bigWigs/ENCSR311EEL.bigWig \ + --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR311EEL//chrombpnet_model_encsr880cub_bias//filtered.peaks.bed \ + --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR311EEL//chrombpnet_model_encsr880cub_bias//filtered.nonpeaks.bed \ + --params=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR311EEL//chrombpnet_model_encsr880cub_bias//chrombpnet_model_params.tsv \ + --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR311EEL//chrombpnet_model_encsr880cub_bias//chrombpnet \ + --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_0.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': '15.6', 'filters': '512', 'n_dil_layers': '8', 'bias_model_path': '/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR311EEL//chrombpnet_model_encsr880cub_bias/bias_model_scaled.h5', 'inputlen': '2114', 'outputlen': '1000', 'max_jitter': '500', 'chr_fold_path': '/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_0.json', 'negative_sampling_ratio': '0.1'} +got the model +loading peaks... +got split:train for bed regions:(142184, 10) +loading nonpeaks... +got split:train for bed regions:(127474, 10) +loading peaks... +got split:valid for bed regions:(15035, 10) +loading nonpeaks... +got split:valid for bed regions:(13961, 10) +Epoch 1/50 + 1/2444 [..............................] - ETA: 4:46:28 - loss: 656.1938 - logits_profile_predictions_loss: 620.3474 - logcount_predictions_loss: 2.2978 2/2444 [..............................] - ETA: 6:30 - loss: 1413.1794 - logits_profile_predictions_loss: 599.0502 - logcount_predictions_loss: 52.1878  3/2444 [..............................] - ETA: 6:30 - loss: 1495.8785 - logits_profile_predictions_loss: 596.3167 - logcount_predictions_loss: 57.6642 4/2444 [..............................] - ETA: 6:29 - loss: 1473.9167 - logits_profile_predictions_loss: 596.6373 - logcount_predictions_loss: 56.2359 5/2444 [..............................] - ETA: 6:28 - loss: 1428.9185 - logits_profile_predictions_loss: 596.2636 - logcount_predictions_loss: 53.3753 6/2444 [..............................] - ETA: 6:28 - loss: 1383.0242 - logits_profile_predictions_loss: 597.1633 - logcount_predictions_loss: 50.3757 7/2444 [..............................] - ETA: 6:27 - loss: 1339.7705 - logits_profile_predictions_loss: 597.8504 - logcount_predictions_loss: 47.5590 8/2444 [..............................] - ETA: 6:26 - loss: 1300.2775 - logits_profile_predictions_loss: 598.2801 - logcount_predictions_loss: 44.9998 9/2444 [..............................] - ETA: 6:26 - loss: 1265.4523 - logits_profile_predictions_loss: 599.2520 - logcount_predictions_loss: 42.7051 10/2444 [..............................] - ETA: 6:26 - loss: 1234.4443 - logits_profile_predictions_loss: 600.3878 - logcount_predictions_loss: 40.6446 11/2444 [..............................] - ETA: 6:25 - loss: 1205.8553 - logits_profile_predictions_loss: 600.7153 - logcount_predictions_loss: 38.7910 12/2444 [..............................] - ETA: 6:25 - loss: 1180.0559 - logits_profile_predictions_loss: 600.9768 - logcount_predictions_loss: 37.1205 13/2444 [..............................] - ETA: 6:24 - loss: 1155.8330 - logits_profile_predictions_loss: 600.3853 - logcount_predictions_loss: 35.6056 14/2444 [..............................] - ETA: 6:24 - loss: 1133.9028 - logits_profile_predictions_loss: 599.9266 - logcount_predictions_loss: 34.2292 15/2444 [..............................] - ETA: 6:24 - loss: 1114.0634 - logits_profile_predictions_loss: 599.6759 - logcount_predictions_loss: 32.9736 16/2444 [..............................] - ETA: 6:24 - loss: 1095.8687 - logits_profile_predictions_loss: 599.4265 - logcount_predictions_loss: 31.8232 17/2444 [..............................] - ETA: 6:23 - loss: 1079.1055 - logits_profile_predictions_loss: 599.1806 - logcount_predictions_loss: 30.7644 18/2444 [..............................] - ETA: 6:23 - loss: 1064.0191 - logits_profile_predictions_loss: 599.3164 - logcount_predictions_loss: 29.7886 19/2444 [..............................] - ETA: 6:23 - loss: 1049.6768 - logits_profile_predictions_loss: 599.1080 - logcount_predictions_loss: 28.8826 20/2444 [..............................] - ETA: 6:22 - loss: 1036.4429 - logits_profile_predictions_loss: 599.0010 - logcount_predictions_loss: 28.0412 21/2444 [..............................] - ETA: 6:22 - loss: 1024.1605 - logits_profile_predictions_loss: 598.9481 - logcount_predictions_loss: 27.2572 22/2444 [..............................] - ETA: 6:22 - loss: 1012.6641 - logits_profile_predictions_loss: 598.8833 - logcount_predictions_loss: 26.5244 23/2444 [..............................] - ETA: 6:22 - loss: 1001.8197 - logits_profile_predictions_loss: 598.7480 - logcount_predictions_loss: 25.8379 24/2444 [..............................] - ETA: 6:21 - loss: 991.5280 - logits_profile_predictions_loss: 598.5188 - logcount_predictions_loss: 25.1929  25/2444 [..............................] - ETA: 6:21 - loss: 982.0043 - logits_profile_predictions_loss: 598.4471 - logcount_predictions_loss: 24.5870 26/2444 [..............................] - ETA: 6:21 - loss: 972.9740 - logits_profile_predictions_loss: 598.3314 - logcount_predictions_loss: 24.0155 27/2444 [..............................] - ETA: 6:20 - loss: 964.5319 - logits_profile_predictions_loss: 598.3014 - logcount_predictions_loss: 23.4763 28/2444 [..............................] - ETA: 6:20 - loss: 956.4176 - logits_profile_predictions_loss: 598.1559 - logcount_predictions_loss: 22.9655 29/2444 [..............................] - ETA: 6:19 - loss: 948.7353 - logits_profile_predictions_loss: 598.0288 - logcount_predictions_loss: 22.4812 30/2444 [..............................] - ETA: 6:19 - loss: 941.4101 - logits_profile_predictions_loss: 597.8784 - logcount_predictions_loss: 22.0213 31/2444 [..............................] - ETA: 6:19 - loss: 934.4737 - logits_profile_predictions_loss: 597.7625 - logcount_predictions_loss: 21.5841 32/2444 [..............................] - ETA: 6:19 - loss: 927.8755 - logits_profile_predictions_loss: 597.6589 - logcount_predictions_loss: 21.1677 33/2444 [..............................] - ETA: 6:18 - loss: 921.5461 - logits_profile_predictions_loss: 597.5227 - logcount_predictions_loss: 20.7707 34/2444 [..............................] - ETA: 6:18 - loss: 915.4582 - logits_profile_predictions_loss: 597.3519 - logcount_predictions_loss: 20.3914 35/2444 [..............................] - ETA: 6:18 - loss: 909.6286 - logits_profile_predictions_loss: 597.1769 - logcount_predictions_loss: 20.0290 36/2444 [..............................] - ETA: 6:18 - loss: 903.9811 - logits_profile_predictions_loss: 596.9436 - logcount_predictions_loss: 19.6819 37/2444 [..............................] - ETA: 6:17 - loss: 898.5935 - logits_profile_predictions_loss: 596.7403 - logcount_predictions_loss: 19.3496 38/2444 [..............................] - ETA: 6:17 - loss: 893.4201 - logits_profile_predictions_loss: 596.5378 - logcount_predictions_loss: 19.0309 39/2444 [..............................] - ETA: 6:17 - loss: 888.5056 - logits_profile_predictions_loss: 596.3896 - logcount_predictions_loss: 18.7254 40/2444 [..............................] - ETA: 6:17 - loss: 883.7856 - logits_profile_predictions_loss: 596.2479 - logcount_predictions_loss: 18.4319 41/2444 [..............................] - ETA: 6:16 - loss: 879.2086 - logits_profile_predictions_loss: 596.0752 - logcount_predictions_loss: 18.1496 42/2444 [..............................] - ETA: 6:16 - loss: 874.7837 - logits_profile_predictions_loss: 595.8895 - logcount_predictions_loss: 17.8778 43/2444 [..............................] - ETA: 6:16 - loss: 870.5105 - logits_profile_predictions_loss: 595.7008 - logcount_predictions_loss: 17.6160 44/2444 [..............................] - ETA: 6:16 - loss: 866.3873 - logits_profile_predictions_loss: 595.5128 - logcount_predictions_loss: 17.3637 45/2444 [..............................] - ETA: 6:15 - loss: 862.4470 - logits_profile_predictions_loss: 595.3665 - logcount_predictions_loss: 17.1205 46/2444 [..............................] - ETA: 6:15 - loss: 858.6222 - 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[..............................] - ETA: 6:14 - loss: 835.5161 - logits_profile_predictions_loss: 594.5598 - logcount_predictions_loss: 15.4459 54/2444 [..............................] - ETA: 6:14 - loss: 832.6056 - logits_profile_predictions_loss: 594.4710 - logcount_predictions_loss: 15.2650 55/2444 [..............................] - ETA: 6:13 - loss: 829.7631 - logits_profile_predictions_loss: 594.3684 - logcount_predictions_loss: 15.0894 56/2444 [..............................] - ETA: 6:13 - loss: 826.9692 - logits_profile_predictions_loss: 594.2385 - logcount_predictions_loss: 14.9186 57/2444 [..............................] - ETA: 6:13 - loss: 824.2448 - logits_profile_predictions_loss: 594.1028 - logcount_predictions_loss: 14.7527 58/2444 [..............................] - ETA: 6:13 - loss: 821.6173 - logits_profile_predictions_loss: 593.9896 - logcount_predictions_loss: 14.5915 59/2444 [..............................] - ETA: 6:13 - loss: 819.0163 - logits_profile_predictions_loss: 593.8375 - logcount_predictions_loss: 14.4345 60/2444 [..............................] - ETA: 6:12 - loss: 816.4819 - logits_profile_predictions_loss: 593.6858 - logcount_predictions_loss: 14.2818 61/2444 [..............................] - ETA: 6:12 - loss: 814.0408 - logits_profile_predictions_loss: 593.5619 - logcount_predictions_loss: 14.1333 62/2444 [..............................] - ETA: 6:12 - loss: 811.6373 - logits_profile_predictions_loss: 593.4162 - logcount_predictions_loss: 13.9885 63/2444 [..............................] - ETA: 6:12 - loss: 809.3192 - logits_profile_predictions_loss: 593.2955 - logcount_predictions_loss: 13.8477 64/2444 [..............................] - ETA: 6:12 - loss: 807.0322 - logits_profile_predictions_loss: 593.1519 - logcount_predictions_loss: 13.7103 65/2444 [..............................] - ETA: 6:12 - loss: 804.7733 - logits_profile_predictions_loss: 592.9844 - logcount_predictions_loss: 13.5762 66/2444 [..............................] - ETA: 6:12 - loss: 802.5670 - logits_profile_predictions_loss: 592.8176 - logcount_predictions_loss: 13.4455 67/2444 [..............................] - ETA: 6:12 - loss: 800.4175 - logits_profile_predictions_loss: 592.6570 - logcount_predictions_loss: 13.3180 68/2444 [..............................] - ETA: 6:12 - loss: 798.3131 - logits_profile_predictions_loss: 592.4942 - logcount_predictions_loss: 13.1935 69/2444 [..............................] - ETA: 6:11 - loss: 796.2508 - logits_profile_predictions_loss: 592.3275 - logcount_predictions_loss: 13.0720 70/2444 [..............................] - ETA: 6:11 - loss: 794.2169 - logits_profile_predictions_loss: 592.1463 - logcount_predictions_loss: 12.9532 71/2444 [..............................] - ETA: 6:11 - loss: 792.2175 - logits_profile_predictions_loss: 591.9574 - logcount_predictions_loss: 12.8372 72/2444 [..............................] - ETA: 6:11 - loss: 790.2587 - 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[..............................] - ETA: 6:10 - loss: 777.7427 - logits_profile_predictions_loss: 590.5800 - logcount_predictions_loss: 11.9976 80/2444 [..............................] - ETA: 6:09 - loss: 776.1102 - logits_profile_predictions_loss: 590.4294 - logcount_predictions_loss: 11.9026 81/2444 [..............................] - ETA: 6:09 - loss: 774.5189 - logits_profile_predictions_loss: 590.2889 - logcount_predictions_loss: 11.8096 82/2444 [>.............................] - ETA: 6:09 - loss: 772.9620 - logits_profile_predictions_loss: 590.1530 - logcount_predictions_loss: 11.7185 83/2444 [>.............................] - ETA: 6:09 - loss: 771.4144 - logits_profile_predictions_loss: 589.9995 - logcount_predictions_loss: 11.6292 84/2444 [>.............................] - ETA: 6:09 - loss: 769.9189 - logits_profile_predictions_loss: 589.8684 - logcount_predictions_loss: 11.5417 85/2444 [>.............................] - ETA: 6:09 - loss: 768.4423 - 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[>.............................] - ETA: 6:07 - loss: 759.0046 - logits_profile_predictions_loss: 588.9622 - logcount_predictions_loss: 10.9002 93/2444 [>.............................] - ETA: 6:07 - loss: 757.7475 - logits_profile_predictions_loss: 588.8543 - logcount_predictions_loss: 10.8265 94/2444 [>.............................] - ETA: 6:07 - loss: 756.5127 - logits_profile_predictions_loss: 588.7481 - logcount_predictions_loss: 10.7541 95/2444 [>.............................] - ETA: 6:07 - loss: 755.2936 - logits_profile_predictions_loss: 588.6381 - logcount_predictions_loss: 10.6830 96/2444 [>.............................] - ETA: 6:07 - loss: 754.1214 - logits_profile_predictions_loss: 588.5532 - logcount_predictions_loss: 10.6133 97/2444 [>.............................] - ETA: 6:07 - loss: 752.9671 - logits_profile_predictions_loss: 588.4675 - logcount_predictions_loss: 10.5448 98/2444 [>.............................] - ETA: 6:06 - loss: 751.8333 - 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[>.............................] - ETA: 6:05 - loss: 744.4382 - logits_profile_predictions_loss: 587.8580 - logcount_predictions_loss: 10.0372 106/2444 [>.............................] - ETA: 6:05 - loss: 743.4427 - logits_profile_predictions_loss: 587.7814 - logcount_predictions_loss: 9.9783  107/2444 [>.............................] - ETA: 6:05 - loss: 742.4645 - logits_profile_predictions_loss: 587.7073 - logcount_predictions_loss: 9.9203 108/2444 [>.............................] - ETA: 6:05 - loss: 741.5029 - logits_profile_predictions_loss: 587.6354 - logcount_predictions_loss: 9.8633 109/2444 [>.............................] - ETA: 6:05 - loss: 740.5548 - logits_profile_predictions_loss: 587.5631 - logcount_predictions_loss: 9.8072 110/2444 [>.............................] - ETA: 6:05 - loss: 739.6194 - logits_profile_predictions_loss: 587.4900 - logcount_predictions_loss: 9.7519 111/2444 [>.............................] - ETA: 6:04 - loss: 738.7073 - 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[>.............................] - ETA: 6:03 - loss: 732.6577 - logits_profile_predictions_loss: 586.9734 - logcount_predictions_loss: 9.3387 119/2444 [>.............................] - ETA: 6:03 - loss: 731.8400 - logits_profile_predictions_loss: 586.9092 - logcount_predictions_loss: 9.2904 120/2444 [>.............................] - ETA: 6:03 - loss: 731.0276 - logits_profile_predictions_loss: 586.8402 - logcount_predictions_loss: 9.2428 121/2444 [>.............................] - ETA: 6:03 - loss: 730.2249 - logits_profile_predictions_loss: 586.7704 - logcount_predictions_loss: 9.1958 122/2444 [>.............................] - ETA: 6:03 - loss: 729.4366 - logits_profile_predictions_loss: 586.7047 - logcount_predictions_loss: 9.1495 123/2444 [>.............................] - ETA: 6:02 - loss: 728.6606 - logits_profile_predictions_loss: 586.6409 - logcount_predictions_loss: 9.1038 124/2444 [>.............................] - ETA: 6:02 - loss: 727.8939 - 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[>.............................] - ETA: 6:01 - loss: 722.7030 - logits_profile_predictions_loss: 586.0532 - logcount_predictions_loss: 8.7596 132/2444 [>.............................] - ETA: 6:01 - loss: 721.9982 - logits_profile_predictions_loss: 585.9806 - logcount_predictions_loss: 8.7191 133/2444 [>.............................] - ETA: 6:01 - loss: 721.3018 - logits_profile_predictions_loss: 585.9083 - logcount_predictions_loss: 8.6791 134/2444 [>.............................] - ETA: 6:01 - loss: 720.6070 - logits_profile_predictions_loss: 585.8302 - logcount_predictions_loss: 8.6395 135/2444 [>.............................] - ETA: 6:01 - loss: 719.9199 - logits_profile_predictions_loss: 585.7521 - logcount_predictions_loss: 8.6005 136/2444 [>.............................] - ETA: 6:00 - loss: 719.2423 - logits_profile_predictions_loss: 585.6756 - logcount_predictions_loss: 8.5620 137/2444 [>.............................] - ETA: 6:00 - loss: 718.5775 - logits_profile_predictions_loss: 585.6040 - logcount_predictions_loss: 8.5239 138/2444 [>.............................] - ETA: 6:00 - loss: 717.9220 - logits_profile_predictions_loss: 585.5343 - logcount_predictions_loss: 8.4864 139/2444 [>.............................] - ETA: 6:00 - loss: 717.2799 - logits_profile_predictions_loss: 585.4703 - logcount_predictions_loss: 8.4493 140/2444 [>.............................] - ETA: 6:00 - loss: 716.6458 - logits_profile_predictions_loss: 585.4071 - logcount_predictions_loss: 8.4127 141/2444 [>.............................] - ETA: 6:00 - loss: 716.0165 - logits_profile_predictions_loss: 585.3419 - logcount_predictions_loss: 8.3766 142/2444 [>.............................] - ETA: 5:59 - loss: 715.3939 - logits_profile_predictions_loss: 585.2767 - logcount_predictions_loss: 8.3408 143/2444 [>.............................] - ETA: 5:59 - loss: 714.7787 - logits_profile_predictions_loss: 585.2121 - logcount_predictions_loss: 8.3056 144/2444 [>.............................] - ETA: 5:59 - loss: 714.1685 - logits_profile_predictions_loss: 585.1462 - logcount_predictions_loss: 8.2707 145/2444 [>.............................] - ETA: 5:59 - loss: 713.5702 - logits_profile_predictions_loss: 585.0854 - logcount_predictions_loss: 8.2362 146/2444 [>.............................] - ETA: 5:59 - loss: 712.9808 - logits_profile_predictions_loss: 585.0271 - logcount_predictions_loss: 8.2022 147/2444 [>.............................] - ETA: 5:59 - loss: 712.3974 - logits_profile_predictions_loss: 584.9685 - logcount_predictions_loss: 8.1685 148/2444 [>.............................] - ETA: 5:59 - loss: 711.8216 - logits_profile_predictions_loss: 584.9114 - logcount_predictions_loss: 8.1353 149/2444 [>.............................] - ETA: 5:58 - loss: 711.2485 - logits_profile_predictions_loss: 584.8513 - logcount_predictions_loss: 8.1024 150/2444 [>.............................] - ETA: 5:58 - loss: 710.6806 - logits_profile_predictions_loss: 584.7906 - logcount_predictions_loss: 8.0699 151/2444 [>.............................] - ETA: 5:58 - loss: 710.1185 - logits_profile_predictions_loss: 584.7300 - logcount_predictions_loss: 8.0377 152/2444 [>.............................] - ETA: 5:58 - loss: 709.5658 - logits_profile_predictions_loss: 584.6729 - logcount_predictions_loss: 8.0060 153/2444 [>.............................] - ETA: 5:58 - loss: 709.0170 - logits_profile_predictions_loss: 584.6142 - logcount_predictions_loss: 7.9745 154/2444 [>.............................] - ETA: 5:58 - loss: 708.4740 - logits_profile_predictions_loss: 584.5559 - logcount_predictions_loss: 7.9435 155/2444 [>.............................] - ETA: 5:57 - loss: 707.9339 - logits_profile_predictions_loss: 584.4952 - logcount_predictions_loss: 7.9127 156/2444 [>.............................] - ETA: 5:57 - loss: 707.4012 - logits_profile_predictions_loss: 584.4364 - logcount_predictions_loss: 7.8824 157/2444 [>.............................] - ETA: 5:57 - loss: 706.8753 - logits_profile_predictions_loss: 584.3791 - logcount_predictions_loss: 7.8523 158/2444 [>.............................] - ETA: 5:57 - loss: 706.3580 - logits_profile_predictions_loss: 584.3251 - logcount_predictions_loss: 7.8226 159/2444 [>.............................] - ETA: 5:57 - loss: 705.8461 - logits_profile_predictions_loss: 584.2714 - logcount_predictions_loss: 7.7933 160/2444 [>.............................] - ETA: 5:57 - loss: 705.3423 - logits_profile_predictions_loss: 584.2207 - logcount_predictions_loss: 7.7642 161/2444 [>.............................] - ETA: 5:57 - loss: 704.8438 - logits_profile_predictions_loss: 584.1704 - logcount_predictions_loss: 7.7355 162/2444 [>.............................] - ETA: 5:56 - loss: 704.3495 - logits_profile_predictions_loss: 584.1197 - logcount_predictions_loss: 7.7070 163/2444 [=>............................] - ETA: 5:56 - loss: 703.8598 - logits_profile_predictions_loss: 584.0690 - logcount_predictions_loss: 7.6789 164/2444 [=>............................] - ETA: 5:56 - loss: 703.3743 - logits_profile_predictions_loss: 584.0178 - logcount_predictions_loss: 7.6511 165/2444 [=>............................] - ETA: 5:56 - loss: 702.8945 - logits_profile_predictions_loss: 583.9679 - logcount_predictions_loss: 7.6235 166/2444 [=>............................] - ETA: 5:56 - loss: 702.4179 - logits_profile_predictions_loss: 583.9167 - logcount_predictions_loss: 7.5962 167/2444 [=>............................] - ETA: 5:56 - loss: 701.9471 - logits_profile_predictions_loss: 583.8670 - logcount_predictions_loss: 7.5692 168/2444 [=>............................] - ETA: 5:55 - loss: 701.4767 - logits_profile_predictions_loss: 583.8136 - logcount_predictions_loss: 7.5425 169/2444 [=>............................] - ETA: 5:55 - loss: 701.0129 - logits_profile_predictions_loss: 583.7624 - logcount_predictions_loss: 7.5161 170/2444 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[===>..........................] - ETA: 5:31 - loss: 660.9319 - logits_profile_predictions_loss: 579.5599 - logcount_predictions_loss: 5.2162 327/2444 [===>..........................] - ETA: 5:31 - loss: 660.7846 - logits_profile_predictions_loss: 579.5412 - logcount_predictions_loss: 5.2079 328/2444 [===>..........................] - ETA: 5:31 - loss: 660.6377 - logits_profile_predictions_loss: 579.5223 - logcount_predictions_loss: 5.1997 329/2444 [===>..........................] - ETA: 5:31 - loss: 660.4914 - logits_profile_predictions_loss: 579.5034 - logcount_predictions_loss: 5.1915 330/2444 [===>..........................] - ETA: 5:31 - loss: 660.3458 - logits_profile_predictions_loss: 579.4843 - logcount_predictions_loss: 5.1834 331/2444 [===>..........................] - ETA: 5:30 - loss: 660.2003 - logits_profile_predictions_loss: 579.4649 - logcount_predictions_loss: 5.1754 332/2444 [===>..........................] - ETA: 5:30 - loss: 660.0558 - 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[===>..........................] - ETA: 5:29 - loss: 659.0645 - logits_profile_predictions_loss: 579.3125 - logcount_predictions_loss: 5.1123 340/2444 [===>..........................] - ETA: 5:29 - loss: 658.9252 - logits_profile_predictions_loss: 579.2933 - logcount_predictions_loss: 5.1046 341/2444 [===>..........................] - ETA: 5:29 - loss: 658.7869 - logits_profile_predictions_loss: 579.2745 - logcount_predictions_loss: 5.0970 342/2444 [===>..........................] - ETA: 5:29 - loss: 658.6497 - logits_profile_predictions_loss: 579.2560 - logcount_predictions_loss: 5.0893 343/2444 [===>..........................] - ETA: 5:29 - loss: 658.5135 - logits_profile_predictions_loss: 579.2379 - logcount_predictions_loss: 5.0818 344/2444 [===>..........................] - ETA: 5:28 - loss: 658.3778 - logits_profile_predictions_loss: 579.2198 - logcount_predictions_loss: 5.0742 345/2444 [===>..........................] - ETA: 5:28 - loss: 658.2423 - 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[===>..........................] - ETA: 5:23 - loss: 654.1338 - logits_profile_predictions_loss: 578.6402 - logcount_predictions_loss: 4.8393 379/2444 [===>..........................] - ETA: 5:23 - loss: 654.0195 - logits_profile_predictions_loss: 578.6247 - logcount_predictions_loss: 4.8330 380/2444 [===>..........................] - ETA: 5:23 - loss: 653.9056 - logits_profile_predictions_loss: 578.6092 - logcount_predictions_loss: 4.8267 381/2444 [===>..........................] - ETA: 5:23 - loss: 653.7934 - logits_profile_predictions_loss: 578.5949 - logcount_predictions_loss: 4.8204 382/2444 [===>..........................] - ETA: 5:23 - loss: 653.6820 - logits_profile_predictions_loss: 578.5808 - logcount_predictions_loss: 4.8142 383/2444 [===>..........................] - ETA: 5:22 - loss: 653.5704 - logits_profile_predictions_loss: 578.5661 - logcount_predictions_loss: 4.8080 384/2444 [===>..........................] - ETA: 5:22 - loss: 653.4585 - 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[====>.........................] - ETA: 5:17 - loss: 650.0632 - logits_profile_predictions_loss: 578.1050 - logcount_predictions_loss: 4.6127 418/2444 [====>.........................] - ETA: 5:17 - loss: 649.9673 - logits_profile_predictions_loss: 578.0919 - logcount_predictions_loss: 4.6074 419/2444 [====>.........................] - ETA: 5:17 - loss: 649.8715 - logits_profile_predictions_loss: 578.0786 - logcount_predictions_loss: 4.6021 420/2444 [====>.........................] - ETA: 5:17 - loss: 649.7759 - logits_profile_predictions_loss: 578.0652 - logcount_predictions_loss: 4.5968 421/2444 [====>.........................] - ETA: 5:17 - loss: 649.6807 - logits_profile_predictions_loss: 578.0517 - logcount_predictions_loss: 4.5916 422/2444 [====>.........................] - ETA: 5:16 - loss: 649.5851 - logits_profile_predictions_loss: 578.0376 - logcount_predictions_loss: 4.5864 423/2444 [====>.........................] - ETA: 5:16 - loss: 649.4896 - 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[====>.........................] - ETA: 5:13 - loss: 647.6592 - logits_profile_predictions_loss: 577.7467 - logcount_predictions_loss: 4.4816 444/2444 [====>.........................] - ETA: 5:13 - loss: 647.5712 - logits_profile_predictions_loss: 577.7330 - logcount_predictions_loss: 4.4768 445/2444 [====>.........................] - ETA: 5:13 - loss: 647.4834 - logits_profile_predictions_loss: 577.7193 - logcount_predictions_loss: 4.4721 446/2444 [====>.........................] - ETA: 5:13 - loss: 647.3964 - logits_profile_predictions_loss: 577.7061 - logcount_predictions_loss: 4.4673 447/2444 [====>.........................] - ETA: 5:13 - loss: 647.3095 - logits_profile_predictions_loss: 577.6927 - logcount_predictions_loss: 4.4626 448/2444 [====>.........................] - ETA: 5:13 - loss: 647.2236 - logits_profile_predictions_loss: 577.6799 - logcount_predictions_loss: 4.4579 449/2444 [====>.........................] - ETA: 5:12 - loss: 647.1386 - 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[====>.........................] - ETA: 5:11 - loss: 646.5505 - logits_profile_predictions_loss: 577.5811 - logcount_predictions_loss: 4.4211 457/2444 [====>.........................] - ETA: 5:11 - loss: 646.4674 - logits_profile_predictions_loss: 577.5686 - logcount_predictions_loss: 4.4166 458/2444 [====>.........................] - ETA: 5:11 - loss: 646.3845 - logits_profile_predictions_loss: 577.5559 - logcount_predictions_loss: 4.4121 459/2444 [====>.........................] - ETA: 5:11 - loss: 646.3018 - logits_profile_predictions_loss: 577.5433 - logcount_predictions_loss: 4.4076 460/2444 [====>.........................] - ETA: 5:11 - loss: 646.2192 - logits_profile_predictions_loss: 577.5304 - logcount_predictions_loss: 4.4031 461/2444 [====>.........................] - ETA: 5:11 - loss: 646.1366 - logits_profile_predictions_loss: 577.5174 - logcount_predictions_loss: 4.3987 462/2444 [====>.........................] - ETA: 5:10 - loss: 646.0542 - 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[=====>........................] - ETA: 5:03 - loss: 642.4707 - logits_profile_predictions_loss: 576.8499 - logcount_predictions_loss: 4.2065 509/2444 [=====>........................] - ETA: 5:03 - loss: 642.3977 - logits_profile_predictions_loss: 576.8354 - logcount_predictions_loss: 4.2027 510/2444 [=====>........................] - ETA: 5:03 - loss: 642.3246 - logits_profile_predictions_loss: 576.8206 - logcount_predictions_loss: 4.1990 511/2444 [=====>........................] - ETA: 5:03 - loss: 642.2521 - logits_profile_predictions_loss: 576.8061 - logcount_predictions_loss: 4.1953 512/2444 [=====>........................] - ETA: 5:03 - loss: 642.1801 - logits_profile_predictions_loss: 576.7920 - logcount_predictions_loss: 4.1915 513/2444 [=====>........................] - ETA: 5:03 - loss: 642.1085 - logits_profile_predictions_loss: 576.7779 - logcount_predictions_loss: 4.1879 514/2444 [=====>........................] - ETA: 5:02 - loss: 642.0366 - 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[====>.........................] - ETA: 5:11 - loss: 541.3039 - logits_profile_predictions_loss: 535.4032 - logcount_predictions_loss: 0.3782 463/2444 [====>.........................] - ETA: 5:11 - loss: 541.3033 - logits_profile_predictions_loss: 535.4028 - logcount_predictions_loss: 0.3782 464/2444 [====>.........................] - ETA: 5:11 - loss: 541.3026 - logits_profile_predictions_loss: 535.4022 - logcount_predictions_loss: 0.3782 465/2444 [====>.........................] - ETA: 5:11 - loss: 541.3019 - logits_profile_predictions_loss: 535.4017 - logcount_predictions_loss: 0.3782 466/2444 [====>.........................] - ETA: 5:10 - loss: 541.3013 - logits_profile_predictions_loss: 535.4013 - logcount_predictions_loss: 0.3782 467/2444 [====>.........................] - ETA: 5:10 - loss: 541.3003 - logits_profile_predictions_loss: 535.4004 - logcount_predictions_loss: 0.3782 468/2444 [====>.........................] - ETA: 5:10 - loss: 541.2990 - 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[..............................] - ETA: 6:20 - loss: 559.8194 - logits_profile_predictions_loss: 555.9646 - logcount_predictions_loss: 0.2471 6/2444 [..............................] - ETA: 6:19 - loss: 558.1404 - logits_profile_predictions_loss: 554.1236 - logcount_predictions_loss: 0.2575 7/2444 [..............................] - ETA: 6:19 - loss: 557.6930 - logits_profile_predictions_loss: 553.5595 - logcount_predictions_loss: 0.2650 8/2444 [..............................] - ETA: 6:19 - loss: 557.1069 - logits_profile_predictions_loss: 552.8775 - logcount_predictions_loss: 0.2711 9/2444 [..............................] - ETA: 6:19 - loss: 555.9354 - logits_profile_predictions_loss: 551.6511 - logcount_predictions_loss: 0.2746 10/2444 [..............................] - ETA: 6:18 - loss: 554.8394 - logits_profile_predictions_loss: 550.5223 - logcount_predictions_loss: 0.2767 11/2444 [..............................] - ETA: 6:18 - loss: 553.6463 - logits_profile_predictions_loss: 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[..............................] - ETA: 6:15 - loss: 543.4321 - logits_profile_predictions_loss: 538.7323 - logcount_predictions_loss: 0.3013 39/2444 [..............................] - ETA: 6:15 - loss: 543.4066 - logits_profile_predictions_loss: 538.7015 - logcount_predictions_loss: 0.3016 40/2444 [..............................] - ETA: 6:15 - loss: 543.3523 - logits_profile_predictions_loss: 538.6427 - logcount_predictions_loss: 0.3019 41/2444 [..............................] - ETA: 6:15 - loss: 543.3049 - logits_profile_predictions_loss: 538.5909 - logcount_predictions_loss: 0.3022 42/2444 [..............................] - ETA: 6:14 - loss: 543.2443 - logits_profile_predictions_loss: 538.5254 - logcount_predictions_loss: 0.3025 43/2444 [..............................] - ETA: 6:14 - loss: 543.1723 - logits_profile_predictions_loss: 538.4485 - logcount_predictions_loss: 0.3028 44/2444 [..............................] - ETA: 6:14 - loss: 543.1792 - logits_profile_predictions_loss: 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logits_profile_predictions_loss: 525.8713 - logcount_predictions_loss: 0.3249 2439/2444 [============================>.] - ETA: 0s - loss: 530.9393 - logits_profile_predictions_loss: 525.8709 - logcount_predictions_loss: 0.3249 2440/2444 [============================>.] - ETA: 0s - loss: 530.9389 - logits_profile_predictions_loss: 525.8705 - logcount_predictions_loss: 0.3249 2441/2444 [============================>.] - ETA: 0s - loss: 530.9385 - logits_profile_predictions_loss: 525.8702 - logcount_predictions_loss: 0.3249 2442/2444 [============================>.] - ETA: 0s - loss: 530.9381 - logits_profile_predictions_loss: 525.8698 - logcount_predictions_loss: 0.3249 2443/2444 [============================>.] - ETA: 0s - loss: 530.9377 - logits_profile_predictions_loss: 525.8694 - logcount_predictions_loss: 0.3249 2444/2444 [==============================] - ETA: 0s - loss: 530.9373 - logits_profile_predictions_loss: 525.8690 - logcount_predictions_loss: 0.3249 2444/2444 [==============================] - 402s 164ms/step - loss: 530.9369 - logits_profile_predictions_loss: 525.8687 - logcount_predictions_loss: 0.3249 - val_loss: 533.2858 - val_logits_profile_predictions_loss: 529.2770 - val_logcount_predictions_loss: 0.2570 + +Epoch 00003: val_loss did not improve from 532.51697 +Epoch 4/50 + 1/2444 [..............................] - ETA: 9:39 - loss: 544.1620 - logits_profile_predictions_loss: 540.4171 - logcount_predictions_loss: 0.2401 2/2444 [..............................] - ETA: 6:56 - loss: 521.9869 - logits_profile_predictions_loss: 518.2387 - logcount_predictions_loss: 0.2403 3/2444 [..............................] - ETA: 6:38 - loss: 509.2539 - logits_profile_predictions_loss: 505.4519 - logcount_predictions_loss: 0.2437 4/2444 [..............................] - ETA: 6:32 - loss: 506.8651 - logits_profile_predictions_loss: 502.9693 - logcount_predictions_loss: 0.2497 5/2444 [..............................] - ETA: 6:28 - loss: 507.6798 - logits_profile_predictions_loss: 503.7546 - logcount_predictions_loss: 0.2516 6/2444 [..............................] - ETA: 6:26 - loss: 509.9132 - logits_profile_predictions_loss: 505.9616 - logcount_predictions_loss: 0.2533 7/2444 [..............................] - ETA: 6:25 - loss: 511.4249 - logits_profile_predictions_loss: 507.4352 - logcount_predictions_loss: 0.2558 8/2444 [..............................] - ETA: 6:25 - loss: 513.3545 - logits_profile_predictions_loss: 509.3435 - logcount_predictions_loss: 0.2571 9/2444 [..............................] - ETA: 6:24 - loss: 515.5838 - logits_profile_predictions_loss: 511.5225 - logcount_predictions_loss: 0.2603 10/2444 [..............................] - ETA: 6:23 - loss: 517.1323 - logits_profile_predictions_loss: 513.0277 - logcount_predictions_loss: 0.2631 11/2444 [..............................] - ETA: 6:23 - loss: 518.9329 - logits_profile_predictions_loss: 514.7927 - logcount_predictions_loss: 0.2654 12/2444 [..............................] - ETA: 6:22 - loss: 519.8737 - logits_profile_predictions_loss: 515.7072 - logcount_predictions_loss: 0.2671 13/2444 [..............................] - ETA: 6:22 - loss: 520.9422 - logits_profile_predictions_loss: 516.7567 - logcount_predictions_loss: 0.2683 14/2444 [..............................] - ETA: 6:21 - loss: 521.6817 - logits_profile_predictions_loss: 517.4860 - logcount_predictions_loss: 0.2690 15/2444 [..............................] - ETA: 6:21 - loss: 522.4711 - logits_profile_predictions_loss: 518.2653 - logcount_predictions_loss: 0.2696 16/2444 [..............................] - ETA: 6:21 - loss: 523.0759 - logits_profile_predictions_loss: 518.8508 - logcount_predictions_loss: 0.2708 17/2444 [..............................] - ETA: 6:21 - loss: 523.5310 - logits_profile_predictions_loss: 519.2849 - logcount_predictions_loss: 0.2722 18/2444 [..............................] - ETA: 6:20 - loss: 523.9159 - logits_profile_predictions_loss: 519.6553 - logcount_predictions_loss: 0.2731 19/2444 [..............................] - ETA: 6:20 - loss: 524.0023 - logits_profile_predictions_loss: 519.7342 - logcount_predictions_loss: 0.2736 20/2444 [..............................] - ETA: 6:20 - loss: 524.1789 - logits_profile_predictions_loss: 519.9060 - logcount_predictions_loss: 0.2739 21/2444 [..............................] - ETA: 6:20 - loss: 524.2380 - logits_profile_predictions_loss: 519.9603 - logcount_predictions_loss: 0.2742 22/2444 [..............................] - ETA: 6:19 - loss: 524.4459 - logits_profile_predictions_loss: 520.1644 - logcount_predictions_loss: 0.2745 23/2444 [..............................] - ETA: 6:19 - loss: 524.5247 - logits_profile_predictions_loss: 520.2360 - logcount_predictions_loss: 0.2749 24/2444 [..............................] - ETA: 6:19 - loss: 524.5462 - logits_profile_predictions_loss: 520.2493 - logcount_predictions_loss: 0.2754 25/2444 [..............................] - ETA: 6:19 - loss: 524.6018 - logits_profile_predictions_loss: 520.2980 - logcount_predictions_loss: 0.2759 26/2444 [..............................] - ETA: 6:18 - loss: 524.5972 - logits_profile_predictions_loss: 520.2892 - logcount_predictions_loss: 0.2762 27/2444 [..............................] - ETA: 6:18 - loss: 524.5920 - logits_profile_predictions_loss: 520.2792 - logcount_predictions_loss: 0.2765 28/2444 [..............................] - ETA: 6:18 - loss: 524.6016 - logits_profile_predictions_loss: 520.2847 - logcount_predictions_loss: 0.2767 29/2444 [..............................] - ETA: 6:18 - loss: 524.6430 - logits_profile_predictions_loss: 520.3181 - logcount_predictions_loss: 0.2772 30/2444 [..............................] - ETA: 6:17 - loss: 524.6337 - logits_profile_predictions_loss: 520.3019 - logcount_predictions_loss: 0.2777 31/2444 [..............................] - ETA: 6:17 - loss: 524.5394 - logits_profile_predictions_loss: 520.2014 - logcount_predictions_loss: 0.2781 32/2444 [..............................] - ETA: 6:17 - loss: 524.5193 - logits_profile_predictions_loss: 520.1758 - logcount_predictions_loss: 0.2784 33/2444 [..............................] - ETA: 6:17 - loss: 524.4860 - logits_profile_predictions_loss: 520.1383 - logcount_predictions_loss: 0.2787 34/2444 [..............................] - ETA: 6:17 - loss: 524.3919 - logits_profile_predictions_loss: 520.0416 - logcount_predictions_loss: 0.2789 35/2444 [..............................] - ETA: 6:16 - loss: 524.3567 - logits_profile_predictions_loss: 520.0044 - logcount_predictions_loss: 0.2790 36/2444 [..............................] - ETA: 6:16 - loss: 524.2940 - logits_profile_predictions_loss: 519.9397 - logcount_predictions_loss: 0.2791 37/2444 [..............................] - ETA: 6:16 - loss: 524.2164 - logits_profile_predictions_loss: 519.8599 - logcount_predictions_loss: 0.2793 38/2444 [..............................] - ETA: 6:16 - loss: 524.1388 - logits_profile_predictions_loss: 519.7803 - logcount_predictions_loss: 0.2794 39/2444 [..............................] - ETA: 6:16 - loss: 524.0662 - logits_profile_predictions_loss: 519.7060 - logcount_predictions_loss: 0.2795 40/2444 [..............................] - ETA: 6:16 - loss: 523.9717 - logits_profile_predictions_loss: 519.6095 - logcount_predictions_loss: 0.2796 41/2444 [..............................] - ETA: 6:15 - loss: 523.9409 - logits_profile_predictions_loss: 519.5767 - logcount_predictions_loss: 0.2798 42/2444 [..............................] - ETA: 6:15 - loss: 523.9536 - logits_profile_predictions_loss: 519.5875 - logcount_predictions_loss: 0.2799 43/2444 [..............................] - ETA: 6:15 - loss: 523.9370 - logits_profile_predictions_loss: 519.5688 - logcount_predictions_loss: 0.2800 44/2444 [..............................] - ETA: 6:15 - loss: 523.9058 - logits_profile_predictions_loss: 519.5355 - logcount_predictions_loss: 0.2801 45/2444 [..............................] - ETA: 6:15 - loss: 523.8865 - logits_profile_predictions_loss: 519.5148 - logcount_predictions_loss: 0.2802 46/2444 [..............................] - ETA: 6:15 - loss: 523.8613 - logits_profile_predictions_loss: 519.4884 - logcount_predictions_loss: 0.2803 47/2444 [..............................] - ETA: 6:14 - loss: 523.7917 - logits_profile_predictions_loss: 519.4177 - logcount_predictions_loss: 0.2804 48/2444 [..............................] - ETA: 6:14 - loss: 523.7239 - logits_profile_predictions_loss: 519.3484 - logcount_predictions_loss: 0.2805 49/2444 [..............................] - ETA: 6:14 - loss: 523.6627 - logits_profile_predictions_loss: 519.2853 - logcount_predictions_loss: 0.2806 50/2444 [..............................] - ETA: 6:14 - loss: 523.5871 - logits_profile_predictions_loss: 519.2073 - logcount_predictions_loss: 0.2808 51/2444 [..............................] - ETA: 6:14 - loss: 523.4924 - logits_profile_predictions_loss: 519.1102 - logcount_predictions_loss: 0.2809 52/2444 [..............................] - ETA: 6:14 - loss: 523.4041 - logits_profile_predictions_loss: 519.0199 - logcount_predictions_loss: 0.2810 53/2444 [..............................] - ETA: 6:14 - loss: 523.3373 - logits_profile_predictions_loss: 518.9513 - logcount_predictions_loss: 0.2812 54/2444 [..............................] - ETA: 6:13 - loss: 523.2670 - logits_profile_predictions_loss: 518.8795 - logcount_predictions_loss: 0.2813 55/2444 [..............................] - ETA: 6:13 - loss: 523.2151 - logits_profile_predictions_loss: 518.8262 - logcount_predictions_loss: 0.2813 56/2444 [..............................] - ETA: 6:13 - loss: 523.1794 - logits_profile_predictions_loss: 518.7890 - logcount_predictions_loss: 0.2814 57/2444 [..............................] - ETA: 6:13 - loss: 523.1798 - logits_profile_predictions_loss: 518.7881 - logcount_predictions_loss: 0.2815 58/2444 [..............................] - ETA: 6:13 - loss: 523.1766 - logits_profile_predictions_loss: 518.7839 - logcount_predictions_loss: 0.2816 59/2444 [..............................] - ETA: 6:13 - loss: 523.1838 - logits_profile_predictions_loss: 518.7900 - logcount_predictions_loss: 0.2817 60/2444 [..............................] - ETA: 6:12 - loss: 523.1886 - logits_profile_predictions_loss: 518.7937 - logcount_predictions_loss: 0.2817 61/2444 [..............................] - ETA: 6:12 - loss: 523.1929 - logits_profile_predictions_loss: 518.7966 - logcount_predictions_loss: 0.2818 62/2444 [..............................] - ETA: 6:12 - loss: 523.2030 - logits_profile_predictions_loss: 518.8052 - logcount_predictions_loss: 0.2819 63/2444 [..............................] - ETA: 6:12 - loss: 523.2234 - logits_profile_predictions_loss: 518.8243 - logcount_predictions_loss: 0.2820 64/2444 [..............................] - ETA: 6:12 - loss: 523.2405 - logits_profile_predictions_loss: 518.8397 - logcount_predictions_loss: 0.2821 65/2444 [..............................] - ETA: 6:12 - loss: 523.2643 - logits_profile_predictions_loss: 518.8623 - logcount_predictions_loss: 0.2822 66/2444 [..............................] - ETA: 6:11 - loss: 523.2903 - logits_profile_predictions_loss: 518.8875 - logcount_predictions_loss: 0.2822 67/2444 [..............................] - ETA: 6:11 - loss: 523.2982 - logits_profile_predictions_loss: 518.8942 - logcount_predictions_loss: 0.2823 68/2444 [..............................] - ETA: 6:11 - loss: 523.3089 - logits_profile_predictions_loss: 518.9041 - logcount_predictions_loss: 0.2824 69/2444 [..............................] - ETA: 6:11 - loss: 523.3262 - logits_profile_predictions_loss: 518.9206 - logcount_predictions_loss: 0.2824 70/2444 [..............................] - ETA: 6:11 - loss: 523.3448 - logits_profile_predictions_loss: 518.9382 - logcount_predictions_loss: 0.2825 71/2444 [..............................] - ETA: 6:11 - loss: 523.3588 - logits_profile_predictions_loss: 518.9512 - logcount_predictions_loss: 0.2825 72/2444 [..............................] - ETA: 6:10 - loss: 523.3873 - logits_profile_predictions_loss: 518.9788 - logcount_predictions_loss: 0.2826 73/2444 [..............................] - ETA: 6:10 - loss: 523.4113 - logits_profile_predictions_loss: 519.0022 - logcount_predictions_loss: 0.2826 74/2444 [..............................] - ETA: 6:10 - loss: 523.4309 - logits_profile_predictions_loss: 519.0213 - logcount_predictions_loss: 0.2827 75/2444 [..............................] - ETA: 6:10 - loss: 523.4478 - logits_profile_predictions_loss: 519.0377 - logcount_predictions_loss: 0.2827 76/2444 [..............................] - ETA: 6:10 - loss: 523.4528 - logits_profile_predictions_loss: 519.0423 - logcount_predictions_loss: 0.2827 77/2444 [..............................] - ETA: 6:10 - loss: 523.4671 - logits_profile_predictions_loss: 519.0565 - logcount_predictions_loss: 0.2827 78/2444 [..............................] - ETA: 6:09 - loss: 523.4950 - logits_profile_predictions_loss: 519.0840 - logcount_predictions_loss: 0.2828 79/2444 [..............................] - ETA: 6:09 - loss: 523.5187 - logits_profile_predictions_loss: 519.1071 - logcount_predictions_loss: 0.2828 80/2444 [..............................] - ETA: 6:09 - loss: 523.5367 - logits_profile_predictions_loss: 519.1245 - logcount_predictions_loss: 0.2828 81/2444 [..............................] - ETA: 6:09 - loss: 523.5436 - logits_profile_predictions_loss: 519.1309 - logcount_predictions_loss: 0.2829 82/2444 [>.............................] - ETA: 6:09 - loss: 523.5473 - logits_profile_predictions_loss: 519.1338 - logcount_predictions_loss: 0.2829 83/2444 [>.............................] - ETA: 6:09 - loss: 523.5557 - logits_profile_predictions_loss: 519.1413 - logcount_predictions_loss: 0.2830 84/2444 [>.............................] - ETA: 6:09 - loss: 523.5603 - logits_profile_predictions_loss: 519.1453 - logcount_predictions_loss: 0.2830 85/2444 [>.............................] - ETA: 6:08 - loss: 523.5605 - logits_profile_predictions_loss: 519.1450 - logcount_predictions_loss: 0.2831 86/2444 [>.............................] - ETA: 6:08 - loss: 523.5575 - logits_profile_predictions_loss: 519.1414 - logcount_predictions_loss: 0.2831 87/2444 [>.............................] - ETA: 6:08 - loss: 523.5628 - logits_profile_predictions_loss: 519.1461 - logcount_predictions_loss: 0.2831 88/2444 [>.............................] - ETA: 6:08 - loss: 523.5650 - logits_profile_predictions_loss: 519.1474 - logcount_predictions_loss: 0.2832 89/2444 [>.............................] - ETA: 6:08 - loss: 523.5687 - logits_profile_predictions_loss: 519.1500 - logcount_predictions_loss: 0.2833 90/2444 [>.............................] - ETA: 6:08 - loss: 523.5719 - logits_profile_predictions_loss: 519.1518 - logcount_predictions_loss: 0.2833 91/2444 [>.............................] - ETA: 6:08 - loss: 523.5721 - logits_profile_predictions_loss: 519.1503 - logcount_predictions_loss: 0.2835 92/2444 [>.............................] - ETA: 6:07 - loss: 523.5746 - logits_profile_predictions_loss: 519.1511 - logcount_predictions_loss: 0.2836 93/2444 [>.............................] - ETA: 6:07 - loss: 523.5830 - logits_profile_predictions_loss: 519.1580 - logcount_predictions_loss: 0.2837 94/2444 [>.............................] - ETA: 6:07 - loss: 523.5892 - logits_profile_predictions_loss: 519.1627 - logcount_predictions_loss: 0.2837 95/2444 [>.............................] - ETA: 6:07 - loss: 523.6029 - logits_profile_predictions_loss: 519.1750 - logcount_predictions_loss: 0.2838 96/2444 [>.............................] - ETA: 6:07 - loss: 523.6160 - logits_profile_predictions_loss: 519.1865 - logcount_predictions_loss: 0.2839 97/2444 [>.............................] - ETA: 6:07 - loss: 523.6358 - logits_profile_predictions_loss: 519.2048 - logcount_predictions_loss: 0.2840 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logits_profile_predictions_loss: 519.3259 - logcount_predictions_loss: 0.2848 105/2444 [>.............................] - ETA: 6:05 - loss: 523.7845 - logits_profile_predictions_loss: 519.3407 - logcount_predictions_loss: 0.2849 106/2444 [>.............................] - ETA: 6:05 - loss: 523.7920 - logits_profile_predictions_loss: 519.3469 - logcount_predictions_loss: 0.2849 107/2444 [>.............................] - ETA: 6:05 - loss: 523.8087 - logits_profile_predictions_loss: 519.3621 - logcount_predictions_loss: 0.2850 108/2444 [>.............................] - ETA: 6:05 - loss: 523.8233 - logits_profile_predictions_loss: 519.3753 - logcount_predictions_loss: 0.2851 109/2444 [>.............................] - ETA: 6:05 - loss: 523.8420 - logits_profile_predictions_loss: 519.3925 - logcount_predictions_loss: 0.2852 110/2444 [>.............................] - ETA: 6:05 - loss: 523.8621 - logits_profile_predictions_loss: 519.4111 - logcount_predictions_loss: 0.2853 111/2444 [>.............................] - ETA: 6:04 - loss: 523.8865 - logits_profile_predictions_loss: 519.4341 - logcount_predictions_loss: 0.2854 112/2444 [>.............................] - ETA: 6:04 - loss: 523.9197 - logits_profile_predictions_loss: 519.4658 - logcount_predictions_loss: 0.2855 113/2444 [>.............................] - ETA: 6:04 - loss: 523.9538 - logits_profile_predictions_loss: 519.4985 - logcount_predictions_loss: 0.2856 114/2444 [>.............................] - ETA: 6:04 - loss: 523.9819 - logits_profile_predictions_loss: 519.5255 - logcount_predictions_loss: 0.2857 115/2444 [>.............................] - ETA: 6:04 - loss: 524.0082 - logits_profile_predictions_loss: 519.5505 - logcount_predictions_loss: 0.2858 116/2444 [>.............................] - ETA: 6:04 - loss: 524.0326 - logits_profile_predictions_loss: 519.5738 - logcount_predictions_loss: 0.2858 117/2444 [>.............................] - ETA: 6:04 - loss: 524.0546 - logits_profile_predictions_loss: 519.5946 - logcount_predictions_loss: 0.2859 118/2444 [>.............................] - ETA: 6:03 - loss: 524.0739 - logits_profile_predictions_loss: 519.6128 - logcount_predictions_loss: 0.2860 119/2444 [>.............................] - ETA: 6:03 - loss: 524.0928 - logits_profile_predictions_loss: 519.6306 - logcount_predictions_loss: 0.2860 120/2444 [>.............................] - ETA: 6:03 - loss: 524.1133 - logits_profile_predictions_loss: 519.6500 - logcount_predictions_loss: 0.2861 121/2444 [>.............................] - ETA: 6:03 - loss: 524.1354 - logits_profile_predictions_loss: 519.6711 - logcount_predictions_loss: 0.2862 122/2444 [>.............................] - ETA: 6:03 - loss: 524.1562 - logits_profile_predictions_loss: 519.6909 - logcount_predictions_loss: 0.2862 123/2444 [>.............................] - ETA: 6:03 - loss: 524.1849 - logits_profile_predictions_loss: 519.7185 - logcount_predictions_loss: 0.2863 124/2444 [>.............................] - ETA: 6:02 - loss: 524.2090 - logits_profile_predictions_loss: 519.7414 - logcount_predictions_loss: 0.2864 125/2444 [>.............................] - ETA: 6:02 - loss: 524.2336 - logits_profile_predictions_loss: 519.7650 - logcount_predictions_loss: 0.2864 126/2444 [>.............................] - ETA: 6:02 - loss: 524.2609 - logits_profile_predictions_loss: 519.7913 - logcount_predictions_loss: 0.2865 127/2444 [>.............................] - ETA: 6:02 - loss: 524.2846 - logits_profile_predictions_loss: 519.8140 - logcount_predictions_loss: 0.2866 128/2444 [>.............................] - ETA: 6:02 - loss: 524.3089 - logits_profile_predictions_loss: 519.8373 - logcount_predictions_loss: 0.2866 129/2444 [>.............................] - ETA: 6:02 - loss: 524.3358 - logits_profile_predictions_loss: 519.8632 - logcount_predictions_loss: 0.2867 130/2444 [>.............................] - ETA: 6:02 - loss: 524.3609 - 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logits_profile_predictions_loss: 521.3976 - logcount_predictions_loss: 0.2948 - val_loss: 537.6000 - val_logits_profile_predictions_loss: 532.2229 - val_logcount_predictions_loss: 0.3447 + +Epoch 00004: val_loss did not improve from 532.51697 +Epoch 5/50 + 1/2444 [..............................] - ETA: 8:48 - loss: 418.1094 - logits_profile_predictions_loss: 411.6107 - logcount_predictions_loss: 0.4166 2/2444 [..............................] - ETA: 7:03 - loss: 443.1637 - logits_profile_predictions_loss: 437.3722 - logcount_predictions_loss: 0.3712 3/2444 [..............................] - ETA: 6:42 - loss: 456.1733 - logits_profile_predictions_loss: 450.6516 - logcount_predictions_loss: 0.3540 4/2444 [..............................] - ETA: 6:34 - loss: 460.0532 - logits_profile_predictions_loss: 454.6332 - logcount_predictions_loss: 0.3474 5/2444 [..............................] - ETA: 6:30 - loss: 461.4206 - logits_profile_predictions_loss: 456.0436 - logcount_predictions_loss: 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[..............................] - ETA: 6:20 - loss: 495.6371 - logits_profile_predictions_loss: 490.3912 - logcount_predictions_loss: 0.3363 20/2444 [..............................] - ETA: 6:20 - loss: 496.8811 - logits_profile_predictions_loss: 491.6440 - logcount_predictions_loss: 0.3357 21/2444 [..............................] - ETA: 6:19 - loss: 497.9230 - logits_profile_predictions_loss: 492.6966 - logcount_predictions_loss: 0.3350 22/2444 [..............................] - ETA: 6:19 - loss: 498.8322 - logits_profile_predictions_loss: 493.6164 - logcount_predictions_loss: 0.3343 23/2444 [..............................] - ETA: 6:19 - loss: 499.6368 - logits_profile_predictions_loss: 494.4273 - logcount_predictions_loss: 0.3339 24/2444 [..............................] - ETA: 6:19 - loss: 500.3212 - logits_profile_predictions_loss: 495.1207 - logcount_predictions_loss: 0.3334 25/2444 [..............................] - ETA: 6:18 - loss: 500.8928 - logits_profile_predictions_loss: 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[===>..........................] - ETA: 5:27 - loss: 518.7752 - logits_profile_predictions_loss: 514.2503 - logcount_predictions_loss: 0.2901 353/2444 [===>..........................] - ETA: 5:27 - loss: 518.7820 - logits_profile_predictions_loss: 514.2573 - logcount_predictions_loss: 0.2900 354/2444 [===>..........................] - ETA: 5:27 - loss: 518.7881 - logits_profile_predictions_loss: 514.2636 - logcount_predictions_loss: 0.2900 355/2444 [===>..........................] - ETA: 5:26 - loss: 518.7946 - logits_profile_predictions_loss: 514.2703 - logcount_predictions_loss: 0.2900 356/2444 [===>..........................] - ETA: 5:26 - loss: 518.8018 - logits_profile_predictions_loss: 514.2776 - logcount_predictions_loss: 0.2900 357/2444 [===>..........................] - ETA: 5:26 - loss: 518.8086 - logits_profile_predictions_loss: 514.2847 - logcount_predictions_loss: 0.2900 358/2444 [===>..........................] - ETA: 5:26 - loss: 518.8156 - 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[===>..........................] - ETA: 5:25 - loss: 518.8704 - logits_profile_predictions_loss: 514.3478 - logcount_predictions_loss: 0.2899 366/2444 [===>..........................] - ETA: 5:25 - loss: 518.8783 - logits_profile_predictions_loss: 514.3559 - logcount_predictions_loss: 0.2899 367/2444 [===>..........................] - ETA: 5:25 - loss: 518.8856 - logits_profile_predictions_loss: 514.3634 - logcount_predictions_loss: 0.2899 368/2444 [===>..........................] - ETA: 5:24 - loss: 518.8926 - logits_profile_predictions_loss: 514.3706 - logcount_predictions_loss: 0.2899 369/2444 [===>..........................] - ETA: 5:24 - loss: 518.8993 - logits_profile_predictions_loss: 514.3774 - logcount_predictions_loss: 0.2899 370/2444 [===>..........................] - ETA: 5:24 - loss: 518.9060 - logits_profile_predictions_loss: 514.3843 - logcount_predictions_loss: 0.2899 371/2444 [===>..........................] - ETA: 5:24 - loss: 518.9127 - 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[===>..........................] - ETA: 5:23 - loss: 518.9633 - logits_profile_predictions_loss: 514.4431 - logcount_predictions_loss: 0.2898 379/2444 [===>..........................] - ETA: 5:23 - loss: 518.9706 - logits_profile_predictions_loss: 514.4505 - logcount_predictions_loss: 0.2897 380/2444 [===>..........................] - ETA: 5:23 - loss: 518.9777 - logits_profile_predictions_loss: 514.4578 - logcount_predictions_loss: 0.2897 381/2444 [===>..........................] - ETA: 5:22 - loss: 518.9846 - logits_profile_predictions_loss: 514.4649 - logcount_predictions_loss: 0.2897 382/2444 [===>..........................] - ETA: 5:22 - loss: 518.9912 - logits_profile_predictions_loss: 514.4717 - logcount_predictions_loss: 0.2897 383/2444 [===>..........................] - ETA: 5:22 - loss: 518.9976 - logits_profile_predictions_loss: 514.4782 - logcount_predictions_loss: 0.2897 384/2444 [===>..........................] - ETA: 5:22 - loss: 519.0041 - 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[===>..........................] - ETA: 5:21 - loss: 519.0546 - logits_profile_predictions_loss: 514.5365 - logcount_predictions_loss: 0.2896 392/2444 [===>..........................] - ETA: 5:21 - loss: 519.0623 - logits_profile_predictions_loss: 514.5443 - logcount_predictions_loss: 0.2896 393/2444 [===>..........................] - ETA: 5:21 - loss: 519.0698 - logits_profile_predictions_loss: 514.5520 - logcount_predictions_loss: 0.2896 394/2444 [===>..........................] - ETA: 5:20 - loss: 519.0773 - logits_profile_predictions_loss: 514.5596 - logcount_predictions_loss: 0.2896 395/2444 [===>..........................] - ETA: 5:20 - loss: 519.0848 - logits_profile_predictions_loss: 514.5671 - logcount_predictions_loss: 0.2896 396/2444 [===>..........................] - ETA: 5:20 - loss: 519.0917 - logits_profile_predictions_loss: 514.5742 - logcount_predictions_loss: 0.2896 397/2444 [===>..........................] - ETA: 5:20 - loss: 519.0987 - 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[===>..........................] - ETA: 5:19 - loss: 519.1502 - logits_profile_predictions_loss: 514.6336 - logcount_predictions_loss: 0.2895 405/2444 [===>..........................] - ETA: 5:19 - loss: 519.1577 - logits_profile_predictions_loss: 514.6413 - logcount_predictions_loss: 0.2895 406/2444 [===>..........................] - ETA: 5:19 - loss: 519.1653 - logits_profile_predictions_loss: 514.6490 - logcount_predictions_loss: 0.2895 407/2444 [===>..........................] - ETA: 5:18 - loss: 519.1730 - logits_profile_predictions_loss: 514.6568 - logcount_predictions_loss: 0.2895 408/2444 [====>.........................] - ETA: 5:18 - loss: 519.1806 - logits_profile_predictions_loss: 514.6645 - logcount_predictions_loss: 0.2895 409/2444 [====>.........................] - ETA: 5:18 - loss: 519.1882 - logits_profile_predictions_loss: 514.6722 - logcount_predictions_loss: 0.2895 410/2444 [====>.........................] - ETA: 5:18 - loss: 519.1961 - 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[====>.........................] - ETA: 5:17 - loss: 519.2494 - logits_profile_predictions_loss: 514.7342 - logcount_predictions_loss: 0.2894 418/2444 [====>.........................] - ETA: 5:17 - loss: 519.2564 - logits_profile_predictions_loss: 514.7413 - logcount_predictions_loss: 0.2894 419/2444 [====>.........................] - ETA: 5:16 - loss: 519.2634 - logits_profile_predictions_loss: 514.7484 - logcount_predictions_loss: 0.2894 420/2444 [====>.........................] - ETA: 5:16 - loss: 519.2705 - logits_profile_predictions_loss: 514.7556 - logcount_predictions_loss: 0.2894 421/2444 [====>.........................] - ETA: 5:16 - loss: 519.2774 - logits_profile_predictions_loss: 514.7626 - logcount_predictions_loss: 0.2894 422/2444 [====>.........................] - ETA: 5:16 - loss: 519.2844 - logits_profile_predictions_loss: 514.7697 - logcount_predictions_loss: 0.2894 423/2444 [====>.........................] - ETA: 5:16 - loss: 519.2908 - logits_profile_predictions_loss: 514.7762 - logcount_predictions_loss: 0.2894 424/2444 [====>.........................] - ETA: 5:16 - loss: 519.2973 - logits_profile_predictions_loss: 514.7828 - logcount_predictions_loss: 0.2894 425/2444 [====>.........................] - ETA: 5:16 - loss: 519.3039 - logits_profile_predictions_loss: 514.7895 - logcount_predictions_loss: 0.2894 426/2444 [====>.........................] - ETA: 5:15 - loss: 519.3105 - logits_profile_predictions_loss: 514.7962 - logcount_predictions_loss: 0.2894 427/2444 [====>.........................] - ETA: 5:15 - loss: 519.3173 - logits_profile_predictions_loss: 514.8032 - logcount_predictions_loss: 0.2894 428/2444 [====>.........................] - ETA: 5:15 - loss: 519.3246 - logits_profile_predictions_loss: 514.8106 - logcount_predictions_loss: 0.2894 429/2444 [====>.........................] - ETA: 5:15 - loss: 519.3320 - logits_profile_predictions_loss: 514.8181 - logcount_predictions_loss: 0.2894 430/2444 [====>.........................] - ETA: 5:15 - loss: 519.3393 - logits_profile_predictions_loss: 514.8255 - logcount_predictions_loss: 0.2893 431/2444 [====>.........................] - ETA: 5:15 - loss: 519.3471 - logits_profile_predictions_loss: 514.8335 - logcount_predictions_loss: 0.2893 432/2444 [====>.........................] - ETA: 5:14 - loss: 519.3550 - logits_profile_predictions_loss: 514.8414 - logcount_predictions_loss: 0.2893 433/2444 [====>.........................] - ETA: 5:14 - loss: 519.3625 - logits_profile_predictions_loss: 514.8490 - logcount_predictions_loss: 0.2893 434/2444 [====>.........................] - ETA: 5:14 - loss: 519.3701 - logits_profile_predictions_loss: 514.8567 - logcount_predictions_loss: 0.2893 435/2444 [====>.........................] - ETA: 5:14 - loss: 519.3777 - logits_profile_predictions_loss: 514.8644 - logcount_predictions_loss: 0.2893 436/2444 [====>.........................] - ETA: 5:14 - loss: 519.3854 - logits_profile_predictions_loss: 514.8722 - logcount_predictions_loss: 0.2893 437/2444 [====>.........................] - ETA: 5:14 - loss: 519.3932 - logits_profile_predictions_loss: 514.8801 - logcount_predictions_loss: 0.2893 438/2444 [====>.........................] - ETA: 5:14 - loss: 519.4010 - logits_profile_predictions_loss: 514.8880 - logcount_predictions_loss: 0.2893 439/2444 [====>.........................] - ETA: 5:13 - loss: 519.4087 - logits_profile_predictions_loss: 514.8957 - logcount_predictions_loss: 0.2893 440/2444 [====>.........................] - ETA: 5:13 - loss: 519.4166 - logits_profile_predictions_loss: 514.9037 - logcount_predictions_loss: 0.2893 441/2444 [====>.........................] - ETA: 5:13 - loss: 519.4242 - logits_profile_predictions_loss: 514.9114 - logcount_predictions_loss: 0.2893 442/2444 [====>.........................] - ETA: 5:13 - loss: 519.4317 - logits_profile_predictions_loss: 514.9190 - logcount_predictions_loss: 0.2893 443/2444 [====>.........................] - ETA: 5:13 - loss: 519.4390 - logits_profile_predictions_loss: 514.9264 - logcount_predictions_loss: 0.2893 444/2444 [====>.........................] - ETA: 5:13 - loss: 519.4465 - logits_profile_predictions_loss: 514.9340 - logcount_predictions_loss: 0.2893 445/2444 [====>.........................] - ETA: 5:12 - loss: 519.4539 - logits_profile_predictions_loss: 514.9414 - logcount_predictions_loss: 0.2893 446/2444 [====>.........................] - ETA: 5:12 - loss: 519.4611 - logits_profile_predictions_loss: 514.9488 - logcount_predictions_loss: 0.2893 447/2444 [====>.........................] - ETA: 5:12 - loss: 519.4686 - logits_profile_predictions_loss: 514.9563 - logcount_predictions_loss: 0.2893 448/2444 [====>.........................] - ETA: 5:12 - loss: 519.4763 - logits_profile_predictions_loss: 514.9641 - logcount_predictions_loss: 0.2892 449/2444 [====>.........................] - ETA: 5:12 - loss: 519.4844 - logits_profile_predictions_loss: 514.9723 - logcount_predictions_loss: 0.2892 450/2444 [====>.........................] - ETA: 5:12 - loss: 519.4927 - logits_profile_predictions_loss: 514.9807 - logcount_predictions_loss: 0.2892 451/2444 [====>.........................] - ETA: 5:12 - loss: 519.5010 - logits_profile_predictions_loss: 514.9890 - logcount_predictions_loss: 0.2892 452/2444 [====>.........................] - ETA: 5:11 - loss: 519.5091 - logits_profile_predictions_loss: 514.9973 - logcount_predictions_loss: 0.2892 453/2444 [====>.........................] - ETA: 5:11 - loss: 519.5170 - logits_profile_predictions_loss: 515.0053 - logcount_predictions_loss: 0.2892 454/2444 [====>.........................] - ETA: 5:11 - loss: 519.5248 - logits_profile_predictions_loss: 515.0132 - logcount_predictions_loss: 0.2892 455/2444 [====>.........................] - ETA: 5:11 - loss: 519.5328 - logits_profile_predictions_loss: 515.0213 - logcount_predictions_loss: 0.2892 456/2444 [====>.........................] - ETA: 5:11 - loss: 519.5408 - logits_profile_predictions_loss: 515.0294 - logcount_predictions_loss: 0.2892 457/2444 [====>.........................] - ETA: 5:11 - loss: 519.5490 - logits_profile_predictions_loss: 515.0377 - logcount_predictions_loss: 0.2892 458/2444 [====>.........................] - ETA: 5:10 - loss: 519.5571 - logits_profile_predictions_loss: 515.0459 - logcount_predictions_loss: 0.2892 459/2444 [====>.........................] - ETA: 5:10 - loss: 519.5656 - logits_profile_predictions_loss: 515.0545 - logcount_predictions_loss: 0.2892 460/2444 [====>.........................] - ETA: 5:10 - loss: 519.5738 - logits_profile_predictions_loss: 515.0628 - logcount_predictions_loss: 0.2892 461/2444 [====>.........................] - ETA: 5:10 - loss: 519.5819 - logits_profile_predictions_loss: 515.0710 - logcount_predictions_loss: 0.2892 462/2444 [====>.........................] - ETA: 5:10 - loss: 519.5898 - 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logits_profile_predictions_loss: 513.4650 - logcount_predictions_loss: 0.2660 482/2444 [====>.........................] - ETA: 5:07 - loss: 517.6198 - logits_profile_predictions_loss: 513.4698 - logcount_predictions_loss: 0.2660 483/2444 [====>.........................] - ETA: 5:06 - loss: 517.6244 - logits_profile_predictions_loss: 513.4744 - logcount_predictions_loss: 0.2660 484/2444 [====>.........................] - ETA: 5:06 - loss: 517.6292 - logits_profile_predictions_loss: 513.4792 - logcount_predictions_loss: 0.2660 485/2444 [====>.........................] - ETA: 5:06 - loss: 517.6340 - logits_profile_predictions_loss: 513.4840 - logcount_predictions_loss: 0.2660 486/2444 [====>.........................] - ETA: 5:06 - loss: 517.6389 - logits_profile_predictions_loss: 513.4890 - logcount_predictions_loss: 0.2660 487/2444 [====>.........................] - ETA: 5:06 - loss: 517.6438 - logits_profile_predictions_loss: 513.4939 - logcount_predictions_loss: 0.2660 488/2444 [====>.........................] - ETA: 5:06 - loss: 517.6489 - logits_profile_predictions_loss: 513.4990 - logcount_predictions_loss: 0.2660 489/2444 [=====>........................] - ETA: 5:05 - loss: 517.6540 - logits_profile_predictions_loss: 513.5041 - logcount_predictions_loss: 0.2660 490/2444 [=====>........................] - ETA: 5:05 - loss: 517.6590 - logits_profile_predictions_loss: 513.5091 - logcount_predictions_loss: 0.2660 491/2444 [=====>........................] - ETA: 5:05 - loss: 517.6638 - logits_profile_predictions_loss: 513.5139 - logcount_predictions_loss: 0.2660 492/2444 [=====>........................] - ETA: 5:05 - loss: 517.6689 - logits_profile_predictions_loss: 513.5190 - logcount_predictions_loss: 0.2660 493/2444 [=====>........................] - ETA: 5:05 - loss: 517.6739 - logits_profile_predictions_loss: 513.5241 - logcount_predictions_loss: 0.2660 494/2444 [=====>........................] - ETA: 5:05 - loss: 517.6787 - 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[=====>........................] - ETA: 5:04 - loss: 517.7110 - logits_profile_predictions_loss: 513.5612 - logcount_predictions_loss: 0.2660 502/2444 [=====>........................] - ETA: 5:03 - loss: 517.7151 - logits_profile_predictions_loss: 513.5653 - logcount_predictions_loss: 0.2660 503/2444 [=====>........................] - ETA: 5:03 - loss: 517.7193 - logits_profile_predictions_loss: 513.5695 - logcount_predictions_loss: 0.2660 504/2444 [=====>........................] - ETA: 5:03 - loss: 517.7235 - logits_profile_predictions_loss: 513.5737 - logcount_predictions_loss: 0.2660 505/2444 [=====>........................] - ETA: 5:03 - loss: 517.7278 - logits_profile_predictions_loss: 513.5780 - logcount_predictions_loss: 0.2660 506/2444 [=====>........................] - ETA: 5:03 - loss: 517.7322 - logits_profile_predictions_loss: 513.5825 - logcount_predictions_loss: 0.2660 507/2444 [=====>........................] - ETA: 5:03 - loss: 517.7364 - 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[===>..........................] - ETA: 5:22 - loss: 519.6687 - logits_profile_predictions_loss: 515.6073 - logcount_predictions_loss: 0.2603 379/2444 [===>..........................] - ETA: 5:22 - loss: 519.6619 - logits_profile_predictions_loss: 515.6008 - logcount_predictions_loss: 0.2603 380/2444 [===>..........................] - ETA: 5:22 - loss: 519.6558 - logits_profile_predictions_loss: 515.5948 - logcount_predictions_loss: 0.2603 381/2444 [===>..........................] - ETA: 5:22 - loss: 519.6495 - logits_profile_predictions_loss: 515.5886 - logcount_predictions_loss: 0.2603 382/2444 [===>..........................] - ETA: 5:22 - loss: 519.6435 - logits_profile_predictions_loss: 515.5827 - logcount_predictions_loss: 0.2603 383/2444 [===>..........................] - ETA: 5:22 - loss: 519.6379 - logits_profile_predictions_loss: 515.5773 - logcount_predictions_loss: 0.2603 384/2444 [===>..........................] - ETA: 5:22 - loss: 519.6324 - 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[===>..........................] - ETA: 5:18 - loss: 519.5076 - logits_profile_predictions_loss: 515.4501 - logcount_predictions_loss: 0.2601 405/2444 [===>..........................] - ETA: 5:18 - loss: 519.5021 - logits_profile_predictions_loss: 515.4447 - logcount_predictions_loss: 0.2601 406/2444 [===>..........................] - ETA: 5:18 - loss: 519.4965 - logits_profile_predictions_loss: 515.4393 - logcount_predictions_loss: 0.2601 407/2444 [===>..........................] - ETA: 5:18 - loss: 519.4909 - logits_profile_predictions_loss: 515.4338 - logcount_predictions_loss: 0.2601 408/2444 [====>.........................] - ETA: 5:18 - loss: 519.4846 - logits_profile_predictions_loss: 515.4276 - logcount_predictions_loss: 0.2601 409/2444 [====>.........................] - ETA: 5:18 - loss: 519.4786 - logits_profile_predictions_loss: 515.4217 - logcount_predictions_loss: 0.2601 410/2444 [====>.........................] - ETA: 5:17 - loss: 519.4725 - 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[====>.........................] - ETA: 5:16 - loss: 519.4302 - logits_profile_predictions_loss: 515.3744 - logcount_predictions_loss: 0.2600 418/2444 [====>.........................] - ETA: 5:16 - loss: 519.4241 - logits_profile_predictions_loss: 515.3685 - logcount_predictions_loss: 0.2600 419/2444 [====>.........................] - ETA: 5:16 - loss: 519.4182 - logits_profile_predictions_loss: 515.3627 - logcount_predictions_loss: 0.2600 420/2444 [====>.........................] - ETA: 5:16 - loss: 519.4124 - logits_profile_predictions_loss: 515.3570 - logcount_predictions_loss: 0.2600 421/2444 [====>.........................] - ETA: 5:16 - loss: 519.4071 - logits_profile_predictions_loss: 515.3518 - logcount_predictions_loss: 0.2600 422/2444 [====>.........................] - ETA: 5:16 - loss: 519.4023 - logits_profile_predictions_loss: 515.3471 - logcount_predictions_loss: 0.2599 423/2444 [====>.........................] - ETA: 5:15 - loss: 519.3970 - logits_profile_predictions_loss: 515.3420 - logcount_predictions_loss: 0.2599 424/2444 [====>.........................] - ETA: 5:15 - loss: 519.3916 - logits_profile_predictions_loss: 515.3367 - logcount_predictions_loss: 0.2599 425/2444 [====>.........................] - ETA: 5:15 - loss: 519.3862 - logits_profile_predictions_loss: 515.3313 - logcount_predictions_loss: 0.2599 426/2444 [====>.........................] - ETA: 5:15 - loss: 519.3811 - logits_profile_predictions_loss: 515.3264 - logcount_predictions_loss: 0.2599 427/2444 [====>.........................] - ETA: 5:15 - loss: 519.3763 - logits_profile_predictions_loss: 515.3217 - logcount_predictions_loss: 0.2599 428/2444 [====>.........................] - ETA: 5:15 - loss: 519.3713 - logits_profile_predictions_loss: 515.3169 - logcount_predictions_loss: 0.2599 429/2444 [====>.........................] - ETA: 5:15 - loss: 519.3667 - logits_profile_predictions_loss: 515.3124 - logcount_predictions_loss: 0.2599 430/2444 [====>.........................] - ETA: 5:14 - loss: 519.3625 - logits_profile_predictions_loss: 515.3083 - logcount_predictions_loss: 0.2599 431/2444 [====>.........................] - ETA: 5:14 - loss: 519.3584 - logits_profile_predictions_loss: 515.3043 - logcount_predictions_loss: 0.2599 432/2444 [====>.........................] - ETA: 5:14 - loss: 519.3549 - logits_profile_predictions_loss: 515.3010 - logcount_predictions_loss: 0.2599 433/2444 [====>.........................] - ETA: 5:14 - loss: 519.3516 - logits_profile_predictions_loss: 515.2977 - logcount_predictions_loss: 0.2599 434/2444 [====>.........................] - ETA: 5:14 - loss: 519.3481 - logits_profile_predictions_loss: 515.2943 - logcount_predictions_loss: 0.2599 435/2444 [====>.........................] - ETA: 5:14 - loss: 519.3446 - logits_profile_predictions_loss: 515.2910 - logcount_predictions_loss: 0.2599 436/2444 [====>.........................] - ETA: 5:13 - loss: 519.3412 - logits_profile_predictions_loss: 515.2877 - logcount_predictions_loss: 0.2598 437/2444 [====>.........................] - ETA: 5:13 - loss: 519.3379 - logits_profile_predictions_loss: 515.2845 - logcount_predictions_loss: 0.2598 438/2444 [====>.........................] - ETA: 5:13 - loss: 519.3345 - logits_profile_predictions_loss: 515.2811 - logcount_predictions_loss: 0.2598 439/2444 [====>.........................] - ETA: 5:13 - loss: 519.3308 - logits_profile_predictions_loss: 515.2776 - logcount_predictions_loss: 0.2598 440/2444 [====>.........................] - ETA: 5:13 - loss: 519.3271 - logits_profile_predictions_loss: 515.2740 - logcount_predictions_loss: 0.2598 441/2444 [====>.........................] - ETA: 5:13 - loss: 519.3240 - logits_profile_predictions_loss: 515.2710 - logcount_predictions_loss: 0.2598 442/2444 [====>.........................] - ETA: 5:12 - loss: 519.3205 - logits_profile_predictions_loss: 515.2677 - logcount_predictions_loss: 0.2598 443/2444 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534.5057 - val_logits_profile_predictions_loss: 530.9238 - val_logcount_predictions_loss: 0.2296 + +Epoch 00007: val_loss did not improve from 531.00458 +Epoch 8/50 + 1/2444 [..............................] - ETA: 9:29 - loss: 492.1206 - logits_profile_predictions_loss: 488.7783 - logcount_predictions_loss: 0.2142 2/2444 [..............................] - ETA: 6:21 - loss: 497.3828 - logits_profile_predictions_loss: 493.8122 - logcount_predictions_loss: 0.2289 3/2444 [..............................] - ETA: 6:20 - loss: 504.0617 - logits_profile_predictions_loss: 500.5199 - logcount_predictions_loss: 0.2270 4/2444 [..............................] - ETA: 6:19 - loss: 506.7109 - logits_profile_predictions_loss: 503.1682 - logcount_predictions_loss: 0.2271 5/2444 [..............................] - ETA: 6:19 - loss: 508.3646 - logits_profile_predictions_loss: 504.8012 - logcount_predictions_loss: 0.2284 6/2444 [..............................] - ETA: 6:19 - loss: 509.7289 - logits_profile_predictions_loss: 506.1700 - logcount_predictions_loss: 0.2281 7/2444 [..............................] - ETA: 6:19 - loss: 510.6496 - logits_profile_predictions_loss: 507.0986 - logcount_predictions_loss: 0.2276 8/2444 [..............................] - ETA: 6:19 - loss: 510.6937 - logits_profile_predictions_loss: 507.1586 - logcount_predictions_loss: 0.2266 9/2444 [..............................] - ETA: 6:19 - loss: 510.3618 - logits_profile_predictions_loss: 506.8525 - logcount_predictions_loss: 0.2250 10/2444 [..............................] - ETA: 6:19 - loss: 509.8044 - logits_profile_predictions_loss: 506.3165 - logcount_predictions_loss: 0.2236 11/2444 [..............................] - ETA: 6:19 - loss: 509.9660 - logits_profile_predictions_loss: 506.4940 - logcount_predictions_loss: 0.2226 12/2444 [..............................] - ETA: 6:19 - loss: 510.0847 - logits_profile_predictions_loss: 506.6233 - logcount_predictions_loss: 0.2219 13/2444 [..............................] - ETA: 6:18 - loss: 510.4185 - logits_profile_predictions_loss: 506.9641 - logcount_predictions_loss: 0.2214 14/2444 [..............................] - ETA: 6:18 - loss: 510.7920 - logits_profile_predictions_loss: 507.3471 - logcount_predictions_loss: 0.2208 15/2444 [..............................] - ETA: 6:18 - loss: 511.2759 - logits_profile_predictions_loss: 507.8409 - logcount_predictions_loss: 0.2202 16/2444 [..............................] - ETA: 6:18 - loss: 511.8525 - logits_profile_predictions_loss: 508.4241 - logcount_predictions_loss: 0.2198 17/2444 [..............................] - ETA: 6:18 - loss: 512.4920 - logits_profile_predictions_loss: 509.0699 - logcount_predictions_loss: 0.2194 18/2444 [..............................] - ETA: 6:18 - loss: 513.1387 - logits_profile_predictions_loss: 509.7205 - logcount_predictions_loss: 0.2191 19/2444 [..............................] - ETA: 6:18 - loss: 513.6879 - logits_profile_predictions_loss: 510.2730 - logcount_predictions_loss: 0.2189 20/2444 [..............................] - ETA: 6:17 - loss: 514.2003 - logits_profile_predictions_loss: 510.7874 - logcount_predictions_loss: 0.2188 21/2444 [..............................] - ETA: 6:17 - loss: 514.5348 - logits_profile_predictions_loss: 511.1249 - logcount_predictions_loss: 0.2186 22/2444 [..............................] - ETA: 6:17 - loss: 514.8045 - logits_profile_predictions_loss: 511.3970 - logcount_predictions_loss: 0.2184 23/2444 [..............................] - ETA: 6:17 - loss: 515.1413 - logits_profile_predictions_loss: 511.7352 - logcount_predictions_loss: 0.2183 24/2444 [..............................] - ETA: 6:17 - loss: 515.3894 - logits_profile_predictions_loss: 511.9852 - logcount_predictions_loss: 0.2182 25/2444 [..............................] - ETA: 6:16 - loss: 515.4851 - logits_profile_predictions_loss: 512.0836 - logcount_predictions_loss: 0.2181 26/2444 [..............................] - ETA: 6:16 - loss: 515.7073 - logits_profile_predictions_loss: 512.3069 - logcount_predictions_loss: 0.2180 27/2444 [..............................] - ETA: 6:16 - loss: 515.8716 - logits_profile_predictions_loss: 512.4735 - logcount_predictions_loss: 0.2178 28/2444 [..............................] - ETA: 6:16 - loss: 515.9963 - logits_profile_predictions_loss: 512.6009 - logcount_predictions_loss: 0.2177 29/2444 [..............................] - ETA: 6:16 - loss: 516.1312 - logits_profile_predictions_loss: 512.7392 - logcount_predictions_loss: 0.2174 30/2444 [..............................] - ETA: 6:16 - loss: 516.2788 - logits_profile_predictions_loss: 512.8880 - logcount_predictions_loss: 0.2174 31/2444 [..............................] - ETA: 6:16 - loss: 516.4269 - logits_profile_predictions_loss: 513.0372 - logcount_predictions_loss: 0.2173 32/2444 [..............................] - ETA: 6:15 - loss: 516.6309 - logits_profile_predictions_loss: 513.2416 - logcount_predictions_loss: 0.2173 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logits_profile_predictions_loss: 514.7171 - logcount_predictions_loss: 0.2186 40/2444 [..............................] - ETA: 6:14 - loss: 518.3327 - logits_profile_predictions_loss: 514.9184 - logcount_predictions_loss: 0.2189 41/2444 [..............................] - ETA: 6:14 - loss: 518.5463 - logits_profile_predictions_loss: 515.1280 - logcount_predictions_loss: 0.2191 42/2444 [..............................] - ETA: 6:14 - loss: 518.7282 - logits_profile_predictions_loss: 515.3061 - logcount_predictions_loss: 0.2194 43/2444 [..............................] - ETA: 6:14 - loss: 518.9186 - logits_profile_predictions_loss: 515.4930 - logcount_predictions_loss: 0.2196 44/2444 [..............................] - ETA: 6:14 - loss: 519.0782 - logits_profile_predictions_loss: 515.6482 - logcount_predictions_loss: 0.2199 45/2444 [..............................] - ETA: 6:13 - loss: 519.1939 - logits_profile_predictions_loss: 515.7593 - logcount_predictions_loss: 0.2202 46/2444 [..............................] - ETA: 6:13 - loss: 519.3207 - logits_profile_predictions_loss: 515.8817 - logcount_predictions_loss: 0.2205 47/2444 [..............................] - ETA: 6:13 - loss: 519.4339 - logits_profile_predictions_loss: 515.9901 - logcount_predictions_loss: 0.2208 48/2444 [..............................] - ETA: 6:13 - loss: 519.5814 - logits_profile_predictions_loss: 516.1328 - logcount_predictions_loss: 0.2211 49/2444 [..............................] - ETA: 6:13 - loss: 519.7209 - logits_profile_predictions_loss: 516.2679 - logcount_predictions_loss: 0.2214 50/2444 [..............................] - ETA: 6:13 - loss: 519.8306 - logits_profile_predictions_loss: 516.3735 - logcount_predictions_loss: 0.2216 51/2444 [..............................] - ETA: 6:13 - loss: 519.9369 - logits_profile_predictions_loss: 516.4756 - logcount_predictions_loss: 0.2219 52/2444 [..............................] - ETA: 6:12 - loss: 520.0143 - logits_profile_predictions_loss: 516.5489 - logcount_predictions_loss: 0.2221 53/2444 [..............................] - ETA: 6:12 - loss: 520.0863 - logits_profile_predictions_loss: 516.6162 - logcount_predictions_loss: 0.2224 54/2444 [..............................] - ETA: 6:12 - loss: 520.1174 - logits_profile_predictions_loss: 516.6432 - logcount_predictions_loss: 0.2227 55/2444 [..............................] - ETA: 6:12 - loss: 520.1391 - logits_profile_predictions_loss: 516.6609 - logcount_predictions_loss: 0.2230 56/2444 [..............................] - ETA: 6:12 - loss: 520.1702 - logits_profile_predictions_loss: 516.6881 - logcount_predictions_loss: 0.2232 57/2444 [..............................] - ETA: 6:12 - loss: 520.2033 - logits_profile_predictions_loss: 516.7171 - logcount_predictions_loss: 0.2235 58/2444 [..............................] - ETA: 6:12 - loss: 520.2176 - logits_profile_predictions_loss: 516.7274 - logcount_predictions_loss: 0.2237 59/2444 [..............................] - ETA: 6:11 - loss: 520.2348 - logits_profile_predictions_loss: 516.7402 - logcount_predictions_loss: 0.2240 60/2444 [..............................] - ETA: 6:11 - loss: 520.2548 - logits_profile_predictions_loss: 516.7557 - logcount_predictions_loss: 0.2243 61/2444 [..............................] - ETA: 6:11 - loss: 520.2617 - logits_profile_predictions_loss: 516.7580 - logcount_predictions_loss: 0.2246 62/2444 [..............................] - ETA: 6:11 - loss: 520.2681 - logits_profile_predictions_loss: 516.7598 - logcount_predictions_loss: 0.2249 63/2444 [..............................] - ETA: 6:11 - loss: 520.2742 - logits_profile_predictions_loss: 516.7610 - logcount_predictions_loss: 0.2252 64/2444 [..............................] - ETA: 6:11 - loss: 520.2886 - logits_profile_predictions_loss: 516.7709 - logcount_predictions_loss: 0.2255 65/2444 [..............................] - ETA: 6:10 - loss: 520.2966 - logits_profile_predictions_loss: 516.7746 - logcount_predictions_loss: 0.2258 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logits_profile_predictions_loss: 516.7373 - logcount_predictions_loss: 0.2274 73/2444 [..............................] - ETA: 6:09 - loss: 520.2846 - logits_profile_predictions_loss: 516.7340 - logcount_predictions_loss: 0.2276 74/2444 [..............................] - ETA: 6:09 - loss: 520.2948 - logits_profile_predictions_loss: 516.7411 - logcount_predictions_loss: 0.2278 75/2444 [..............................] - ETA: 6:09 - loss: 520.3080 - logits_profile_predictions_loss: 516.7515 - logcount_predictions_loss: 0.2280 76/2444 [..............................] - ETA: 6:09 - loss: 520.3179 - logits_profile_predictions_loss: 516.7585 - logcount_predictions_loss: 0.2282 77/2444 [..............................] - ETA: 6:09 - loss: 520.3357 - logits_profile_predictions_loss: 516.7732 - logcount_predictions_loss: 0.2284 78/2444 [..............................] - ETA: 6:08 - loss: 520.3478 - logits_profile_predictions_loss: 516.7824 - logcount_predictions_loss: 0.2286 79/2444 [..............................] - ETA: 6:08 - loss: 520.3665 - logits_profile_predictions_loss: 516.7982 - logcount_predictions_loss: 0.2287 80/2444 [..............................] - ETA: 6:08 - loss: 520.3875 - logits_profile_predictions_loss: 516.8166 - logcount_predictions_loss: 0.2289 81/2444 [..............................] - ETA: 6:08 - loss: 520.4030 - logits_profile_predictions_loss: 516.8296 - logcount_predictions_loss: 0.2291 82/2444 [>.............................] - ETA: 6:08 - loss: 520.4079 - logits_profile_predictions_loss: 516.8321 - logcount_predictions_loss: 0.2292 83/2444 [>.............................] - ETA: 6:08 - loss: 520.4108 - logits_profile_predictions_loss: 516.8327 - logcount_predictions_loss: 0.2294 84/2444 [>.............................] - ETA: 6:07 - loss: 520.4129 - logits_profile_predictions_loss: 516.8325 - logcount_predictions_loss: 0.2295 85/2444 [>.............................] - ETA: 6:07 - loss: 520.4115 - logits_profile_predictions_loss: 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[====>.........................] - ETA: 5:17 - loss: 517.4473 - logits_profile_predictions_loss: 513.7299 - logcount_predictions_loss: 0.2383 412/2444 [====>.........................] - ETA: 5:17 - loss: 517.4484 - logits_profile_predictions_loss: 513.7308 - logcount_predictions_loss: 0.2383 413/2444 [====>.........................] - ETA: 5:17 - loss: 517.4495 - logits_profile_predictions_loss: 513.7317 - logcount_predictions_loss: 0.2383 414/2444 [====>.........................] - ETA: 5:17 - loss: 517.4511 - logits_profile_predictions_loss: 513.7331 - logcount_predictions_loss: 0.2383 415/2444 [====>.........................] - ETA: 5:17 - loss: 517.4527 - logits_profile_predictions_loss: 513.7346 - logcount_predictions_loss: 0.2383 416/2444 [====>.........................] - ETA: 5:16 - loss: 517.4541 - logits_profile_predictions_loss: 513.7358 - logcount_predictions_loss: 0.2384 417/2444 [====>.........................] - ETA: 5:16 - loss: 517.4555 - 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[====>.........................] - ETA: 5:15 - loss: 517.4705 - logits_profile_predictions_loss: 513.7510 - logcount_predictions_loss: 0.2384 425/2444 [====>.........................] - ETA: 5:15 - loss: 517.4731 - logits_profile_predictions_loss: 513.7534 - logcount_predictions_loss: 0.2384 426/2444 [====>.........................] - ETA: 5:15 - loss: 517.4756 - logits_profile_predictions_loss: 513.7557 - logcount_predictions_loss: 0.2385 427/2444 [====>.........................] - ETA: 5:15 - loss: 517.4781 - logits_profile_predictions_loss: 513.7581 - logcount_predictions_loss: 0.2385 428/2444 [====>.........................] - ETA: 5:15 - loss: 517.4806 - logits_profile_predictions_loss: 513.7604 - logcount_predictions_loss: 0.2385 429/2444 [====>.........................] - ETA: 5:14 - loss: 517.4830 - logits_profile_predictions_loss: 513.7626 - logcount_predictions_loss: 0.2385 430/2444 [====>.........................] - ETA: 5:14 - loss: 517.4852 - 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[====>.........................] - ETA: 5:07 - loss: 517.4616 - logits_profile_predictions_loss: 513.7332 - logcount_predictions_loss: 0.2390 477/2444 [====>.........................] - ETA: 5:07 - loss: 517.4602 - logits_profile_predictions_loss: 513.7317 - logcount_predictions_loss: 0.2390 478/2444 [====>.........................] - ETA: 5:07 - loss: 517.4590 - logits_profile_predictions_loss: 513.7302 - logcount_predictions_loss: 0.2390 479/2444 [====>.........................] - ETA: 5:07 - loss: 517.4581 - logits_profile_predictions_loss: 513.7292 - logcount_predictions_loss: 0.2390 480/2444 [====>.........................] - ETA: 5:06 - loss: 517.4573 - logits_profile_predictions_loss: 513.7282 - logcount_predictions_loss: 0.2390 481/2444 [====>.........................] - ETA: 5:06 - loss: 517.4563 - logits_profile_predictions_loss: 513.7270 - logcount_predictions_loss: 0.2391 482/2444 [====>.........................] - ETA: 5:06 - loss: 517.4552 - logits_profile_predictions_loss: 513.7257 - logcount_predictions_loss: 0.2391 483/2444 [====>.........................] - ETA: 5:06 - loss: 517.4540 - logits_profile_predictions_loss: 513.7243 - logcount_predictions_loss: 0.2391 484/2444 [====>.........................] - ETA: 5:06 - loss: 517.4529 - logits_profile_predictions_loss: 513.7230 - logcount_predictions_loss: 0.2391 485/2444 [====>.........................] - ETA: 5:06 - loss: 517.4518 - logits_profile_predictions_loss: 513.7218 - logcount_predictions_loss: 0.2391 486/2444 [====>.........................] - ETA: 5:06 - loss: 517.4509 - logits_profile_predictions_loss: 513.7207 - logcount_predictions_loss: 0.2391 487/2444 [====>.........................] - ETA: 5:05 - loss: 517.4502 - logits_profile_predictions_loss: 513.7198 - logcount_predictions_loss: 0.2391 488/2444 [====>.........................] - ETA: 5:05 - loss: 517.4494 - logits_profile_predictions_loss: 513.7188 - logcount_predictions_loss: 0.2391 489/2444 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[..............................] - ETA: 6:14 - loss: 520.3400 - logits_profile_predictions_loss: 516.6874 - logcount_predictions_loss: 0.2341 40/2444 [..............................] - ETA: 6:14 - loss: 520.2844 - logits_profile_predictions_loss: 516.6276 - logcount_predictions_loss: 0.2344 41/2444 [..............................] - ETA: 6:14 - loss: 520.2312 - logits_profile_predictions_loss: 516.5701 - logcount_predictions_loss: 0.2347 42/2444 [..............................] - ETA: 6:14 - loss: 520.2156 - logits_profile_predictions_loss: 516.5502 - logcount_predictions_loss: 0.2350 43/2444 [..............................] - ETA: 6:14 - loss: 520.1879 - logits_profile_predictions_loss: 516.5191 - logcount_predictions_loss: 0.2352 44/2444 [..............................] - ETA: 6:13 - loss: 520.1346 - logits_profile_predictions_loss: 516.4622 - logcount_predictions_loss: 0.2354 45/2444 [..............................] - ETA: 6:13 - loss: 520.0705 - logits_profile_predictions_loss: 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[===>..........................] - ETA: 5:22 - loss: 509.4521 - logits_profile_predictions_loss: 505.7027 - logcount_predictions_loss: 0.2404 386/2444 [===>..........................] - ETA: 5:21 - loss: 509.4610 - logits_profile_predictions_loss: 505.7114 - logcount_predictions_loss: 0.2404 387/2444 [===>..........................] - ETA: 5:21 - loss: 509.4697 - logits_profile_predictions_loss: 505.7201 - logcount_predictions_loss: 0.2404 388/2444 [===>..........................] - ETA: 5:21 - loss: 509.4788 - logits_profile_predictions_loss: 505.7292 - logcount_predictions_loss: 0.2404 389/2444 [===>..........................] - ETA: 5:21 - loss: 509.4875 - logits_profile_predictions_loss: 505.7379 - logcount_predictions_loss: 0.2404 390/2444 [===>..........................] - ETA: 5:21 - loss: 509.4963 - logits_profile_predictions_loss: 505.7465 - logcount_predictions_loss: 0.2404 391/2444 [===>..........................] - ETA: 5:21 - loss: 509.5051 - 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[====>.........................] - ETA: 5:18 - loss: 509.6928 - logits_profile_predictions_loss: 505.9420 - logcount_predictions_loss: 0.2404 412/2444 [====>.........................] - ETA: 5:18 - loss: 509.7024 - logits_profile_predictions_loss: 505.9516 - logcount_predictions_loss: 0.2404 413/2444 [====>.........................] - ETA: 5:17 - loss: 509.7120 - logits_profile_predictions_loss: 505.9612 - logcount_predictions_loss: 0.2404 414/2444 [====>.........................] - ETA: 5:17 - loss: 509.7215 - logits_profile_predictions_loss: 505.9706 - logcount_predictions_loss: 0.2404 415/2444 [====>.........................] - ETA: 5:17 - loss: 509.7309 - logits_profile_predictions_loss: 505.9800 - logcount_predictions_loss: 0.2404 416/2444 [====>.........................] - ETA: 5:17 - loss: 509.7404 - logits_profile_predictions_loss: 505.9894 - logcount_predictions_loss: 0.2405 417/2444 [====>.........................] - ETA: 5:17 - loss: 509.7500 - logits_profile_predictions_loss: 505.9990 - logcount_predictions_loss: 0.2405 418/2444 [====>.........................] - ETA: 5:17 - loss: 509.7594 - logits_profile_predictions_loss: 506.0083 - logcount_predictions_loss: 0.2405 419/2444 [====>.........................] - ETA: 5:16 - loss: 509.7685 - logits_profile_predictions_loss: 506.0174 - logcount_predictions_loss: 0.2405 420/2444 [====>.........................] - ETA: 5:16 - loss: 509.7773 - logits_profile_predictions_loss: 506.0262 - logcount_predictions_loss: 0.2405 421/2444 [====>.........................] - ETA: 5:16 - loss: 509.7864 - logits_profile_predictions_loss: 506.0352 - logcount_predictions_loss: 0.2405 422/2444 [====>.........................] - ETA: 5:16 - loss: 509.7958 - logits_profile_predictions_loss: 506.0446 - logcount_predictions_loss: 0.2405 423/2444 [====>.........................] - ETA: 5:16 - loss: 509.8055 - logits_profile_predictions_loss: 506.0543 - logcount_predictions_loss: 0.2405 424/2444 [====>.........................] - ETA: 5:16 - loss: 509.8152 - logits_profile_predictions_loss: 506.0639 - logcount_predictions_loss: 0.2405 425/2444 [====>.........................] - ETA: 5:16 - loss: 509.8250 - logits_profile_predictions_loss: 506.0738 - logcount_predictions_loss: 0.2405 426/2444 [====>.........................] - ETA: 5:15 - loss: 509.8349 - logits_profile_predictions_loss: 506.0836 - logcount_predictions_loss: 0.2405 427/2444 [====>.........................] - ETA: 5:15 - loss: 509.8446 - logits_profile_predictions_loss: 506.0933 - logcount_predictions_loss: 0.2405 428/2444 [====>.........................] - ETA: 5:15 - loss: 509.8543 - logits_profile_predictions_loss: 506.1030 - logcount_predictions_loss: 0.2405 429/2444 [====>.........................] - ETA: 5:15 - loss: 509.8640 - logits_profile_predictions_loss: 506.1126 - logcount_predictions_loss: 0.2405 430/2444 [====>.........................] - ETA: 5:15 - loss: 509.8734 - logits_profile_predictions_loss: 506.1220 - logcount_predictions_loss: 0.2405 431/2444 [====>.........................] - ETA: 5:15 - loss: 509.8828 - logits_profile_predictions_loss: 506.1313 - logcount_predictions_loss: 0.2405 432/2444 [====>.........................] - ETA: 5:14 - loss: 509.8921 - logits_profile_predictions_loss: 506.1406 - logcount_predictions_loss: 0.2405 433/2444 [====>.........................] - ETA: 5:14 - loss: 509.9015 - logits_profile_predictions_loss: 506.1500 - logcount_predictions_loss: 0.2405 434/2444 [====>.........................] - ETA: 5:14 - loss: 509.9107 - logits_profile_predictions_loss: 506.1592 - logcount_predictions_loss: 0.2405 435/2444 [====>.........................] - ETA: 5:14 - loss: 509.9198 - logits_profile_predictions_loss: 506.1682 - logcount_predictions_loss: 0.2405 436/2444 [====>.........................] - ETA: 5:14 - loss: 509.9288 - logits_profile_predictions_loss: 506.1772 - logcount_predictions_loss: 0.2405 437/2444 [====>.........................] - ETA: 5:14 - loss: 509.9378 - logits_profile_predictions_loss: 506.1862 - logcount_predictions_loss: 0.2405 438/2444 [====>.........................] - ETA: 5:13 - loss: 509.9466 - logits_profile_predictions_loss: 506.1950 - logcount_predictions_loss: 0.2405 439/2444 [====>.........................] - ETA: 5:13 - loss: 509.9555 - logits_profile_predictions_loss: 506.2039 - logcount_predictions_loss: 0.2405 440/2444 [====>.........................] - ETA: 5:13 - loss: 509.9644 - logits_profile_predictions_loss: 506.2128 - logcount_predictions_loss: 0.2405 441/2444 [====>.........................] - ETA: 5:13 - loss: 509.9729 - logits_profile_predictions_loss: 506.2213 - logcount_predictions_loss: 0.2405 442/2444 [====>.........................] - ETA: 5:13 - loss: 509.9816 - logits_profile_predictions_loss: 506.2299 - logcount_predictions_loss: 0.2405 443/2444 [====>.........................] - ETA: 5:13 - loss: 509.9904 - logits_profile_predictions_loss: 506.2387 - logcount_predictions_loss: 0.2405 444/2444 [====>.........................] - ETA: 5:13 - loss: 509.9992 - logits_profile_predictions_loss: 506.2474 - logcount_predictions_loss: 0.2405 445/2444 [====>.........................] - ETA: 5:12 - loss: 510.0079 - logits_profile_predictions_loss: 506.2562 - logcount_predictions_loss: 0.2405 446/2444 [====>.........................] - ETA: 5:12 - loss: 510.0169 - logits_profile_predictions_loss: 506.2651 - logcount_predictions_loss: 0.2405 447/2444 [====>.........................] - ETA: 5:12 - loss: 510.0259 - logits_profile_predictions_loss: 506.2741 - logcount_predictions_loss: 0.2405 448/2444 [====>.........................] - ETA: 5:12 - loss: 510.0347 - logits_profile_predictions_loss: 506.2829 - logcount_predictions_loss: 0.2405 449/2444 [====>.........................] - ETA: 5:12 - loss: 510.0433 - logits_profile_predictions_loss: 506.2915 - logcount_predictions_loss: 0.2405 450/2444 [====>.........................] - ETA: 5:12 - loss: 510.0516 - logits_profile_predictions_loss: 506.2998 - logcount_predictions_loss: 0.2405 451/2444 [====>.........................] - ETA: 5:11 - loss: 510.0599 - logits_profile_predictions_loss: 506.3081 - logcount_predictions_loss: 0.2405 452/2444 [====>.........................] - ETA: 5:11 - loss: 510.0681 - logits_profile_predictions_loss: 506.3163 - logcount_predictions_loss: 0.2405 453/2444 [====>.........................] - ETA: 5:11 - loss: 510.0763 - logits_profile_predictions_loss: 506.3244 - logcount_predictions_loss: 0.2405 454/2444 [====>.........................] - ETA: 5:11 - loss: 510.0843 - logits_profile_predictions_loss: 506.3324 - logcount_predictions_loss: 0.2405 455/2444 [====>.........................] - ETA: 5:11 - loss: 510.0925 - logits_profile_predictions_loss: 506.3406 - logcount_predictions_loss: 0.2405 456/2444 [====>.........................] - ETA: 5:11 - loss: 510.1009 - logits_profile_predictions_loss: 506.3490 - logcount_predictions_loss: 0.2405 457/2444 [====>.........................] - ETA: 5:11 - loss: 510.1095 - logits_profile_predictions_loss: 506.3575 - logcount_predictions_loss: 0.2405 458/2444 [====>.........................] - ETA: 5:10 - loss: 510.1179 - logits_profile_predictions_loss: 506.3659 - logcount_predictions_loss: 0.2405 459/2444 [====>.........................] - ETA: 5:10 - loss: 510.1260 - logits_profile_predictions_loss: 506.3739 - logcount_predictions_loss: 0.2405 460/2444 [====>.........................] - ETA: 5:10 - loss: 510.1340 - logits_profile_predictions_loss: 506.3819 - logcount_predictions_loss: 0.2405 461/2444 [====>.........................] - ETA: 5:10 - loss: 510.1419 - logits_profile_predictions_loss: 506.3897 - logcount_predictions_loss: 0.2405 462/2444 [====>.........................] - ETA: 5:10 - loss: 510.1497 - logits_profile_predictions_loss: 506.3975 - logcount_predictions_loss: 0.2405 463/2444 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[============================>.] - ETA: 3s - loss: 513.6922 - logits_profile_predictions_loss: 509.9652 - logcount_predictions_loss: 0.2389 2421/2444 [============================>.] - ETA: 3s - loss: 513.6927 - logits_profile_predictions_loss: 509.9657 - logcount_predictions_loss: 0.2389 2422/2444 [============================>.] - ETA: 3s - loss: 513.6933 - logits_profile_predictions_loss: 509.9663 - logcount_predictions_loss: 0.2389 2423/2444 [============================>.] - ETA: 3s - loss: 513.6939 - logits_profile_predictions_loss: 509.9669 - logcount_predictions_loss: 0.2389 2424/2444 [============================>.] - ETA: 3s - loss: 513.6944 - logits_profile_predictions_loss: 509.9674 - logcount_predictions_loss: 0.2389 2425/2444 [============================>.] - ETA: 2s - loss: 513.6950 - logits_profile_predictions_loss: 509.9680 - logcount_predictions_loss: 0.2389 2426/2444 [============================>.] - ETA: 2s - loss: 513.6956 - logits_profile_predictions_loss: 509.9686 - logcount_predictions_loss: 0.2389 2427/2444 [============================>.] - ETA: 2s - loss: 513.6962 - logits_profile_predictions_loss: 509.9692 - logcount_predictions_loss: 0.2389 2428/2444 [============================>.] - ETA: 2s - loss: 513.6968 - logits_profile_predictions_loss: 509.9698 - logcount_predictions_loss: 0.2389 2429/2444 [============================>.] - ETA: 2s - loss: 513.6973 - logits_profile_predictions_loss: 509.9704 - logcount_predictions_loss: 0.2389 2430/2444 [============================>.] - ETA: 2s - loss: 513.6979 - logits_profile_predictions_loss: 509.9710 - logcount_predictions_loss: 0.2389 2431/2444 [============================>.] - ETA: 2s - loss: 513.6985 - logits_profile_predictions_loss: 509.9715 - logcount_predictions_loss: 0.2389 2432/2444 [============================>.] - ETA: 1s - loss: 513.6990 - logits_profile_predictions_loss: 509.9721 - logcount_predictions_loss: 0.2389 2433/2444 [============================>.] - ETA: 1s - 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2440/2444 [============================>.] - ETA: 0s - loss: 513.7037 - logits_profile_predictions_loss: 509.9768 - logcount_predictions_loss: 0.2389 2441/2444 [============================>.] - ETA: 0s - loss: 513.7043 - logits_profile_predictions_loss: 509.9774 - logcount_predictions_loss: 0.2389 2442/2444 [============================>.] - ETA: 0s - loss: 513.7049 - logits_profile_predictions_loss: 509.9780 - logcount_predictions_loss: 0.2389 2443/2444 [============================>.] - ETA: 0s - loss: 513.7055 - logits_profile_predictions_loss: 509.9786 - logcount_predictions_loss: 0.2389 2444/2444 [==============================] - ETA: 0s - loss: 513.7061 - logits_profile_predictions_loss: 509.9793 - logcount_predictions_loss: 0.2389 2444/2444 [==============================] - 401s 164ms/step - loss: 513.7067 - logits_profile_predictions_loss: 509.9799 - logcount_predictions_loss: 0.2389 - val_loss: 531.8358 - val_logits_profile_predictions_loss: 528.1652 - val_logcount_predictions_loss: 0.2353 + +Epoch 00010: val_loss did not improve from 526.34497 +Epoch 11/50 + 1/2444 [..............................] - ETA: 9:14 - loss: 656.3755 - logits_profile_predictions_loss: 652.6765 - logcount_predictions_loss: 0.2371 2/2444 [..............................] - ETA: 6:18 - loss: 619.6676 - logits_profile_predictions_loss: 615.9901 - logcount_predictions_loss: 0.2357 3/2444 [..............................] - ETA: 6:17 - loss: 598.1315 - logits_profile_predictions_loss: 594.5406 - logcount_predictions_loss: 0.2302 4/2444 [..............................] - ETA: 6:17 - loss: 579.6020 - logits_profile_predictions_loss: 576.0153 - logcount_predictions_loss: 0.2299 5/2444 [..............................] - ETA: 6:17 - loss: 570.3464 - logits_profile_predictions_loss: 566.7728 - logcount_predictions_loss: 0.2291 6/2444 [..............................] - ETA: 6:17 - loss: 562.3989 - logits_profile_predictions_loss: 558.8427 - logcount_predictions_loss: 0.2280 7/2444 [..............................] - ETA: 6:17 - loss: 556.6296 - logits_profile_predictions_loss: 553.0623 - logcount_predictions_loss: 0.2287 8/2444 [..............................] - ETA: 6:17 - loss: 551.8322 - logits_profile_predictions_loss: 548.2546 - logcount_predictions_loss: 0.2293 9/2444 [..............................] - ETA: 6:17 - loss: 548.6071 - logits_profile_predictions_loss: 545.0194 - logcount_predictions_loss: 0.2300 10/2444 [..............................] - ETA: 6:17 - loss: 546.4244 - logits_profile_predictions_loss: 542.8302 - logcount_predictions_loss: 0.2304 11/2444 [..............................] - ETA: 6:17 - loss: 544.9047 - logits_profile_predictions_loss: 541.3053 - logcount_predictions_loss: 0.2307 12/2444 [..............................] - ETA: 6:17 - loss: 543.9262 - logits_profile_predictions_loss: 540.3224 - logcount_predictions_loss: 0.2310 13/2444 [..............................] - ETA: 6:17 - loss: 543.3373 - logits_profile_predictions_loss: 539.7233 - logcount_predictions_loss: 0.2317 14/2444 [..............................] - ETA: 6:17 - loss: 542.8832 - logits_profile_predictions_loss: 539.2525 - logcount_predictions_loss: 0.2327 15/2444 [..............................] - ETA: 6:17 - loss: 541.8961 - logits_profile_predictions_loss: 538.2512 - logcount_predictions_loss: 0.2336 16/2444 [..............................] - ETA: 6:17 - loss: 541.1775 - logits_profile_predictions_loss: 537.5221 - logcount_predictions_loss: 0.2343 17/2444 [..............................] - ETA: 6:17 - loss: 540.7043 - logits_profile_predictions_loss: 537.0371 - logcount_predictions_loss: 0.2351 18/2444 [..............................] - ETA: 6:17 - loss: 540.1476 - logits_profile_predictions_loss: 536.4688 - logcount_predictions_loss: 0.2358 19/2444 [..............................] - ETA: 6:17 - loss: 539.5081 - logits_profile_predictions_loss: 535.8200 - logcount_predictions_loss: 0.2364 20/2444 [..............................] - ETA: 6:16 - loss: 539.1817 - logits_profile_predictions_loss: 535.4849 - logcount_predictions_loss: 0.2370 21/2444 [..............................] - ETA: 6:16 - loss: 538.8315 - logits_profile_predictions_loss: 535.1292 - logcount_predictions_loss: 0.2373 22/2444 [..............................] - ETA: 6:16 - loss: 538.6390 - logits_profile_predictions_loss: 534.9334 - logcount_predictions_loss: 0.2375 23/2444 [..............................] - ETA: 6:16 - loss: 538.4252 - logits_profile_predictions_loss: 534.7158 - logcount_predictions_loss: 0.2378 24/2444 [..............................] - ETA: 6:16 - loss: 538.2279 - logits_profile_predictions_loss: 534.5144 - logcount_predictions_loss: 0.2380 25/2444 [..............................] - ETA: 6:16 - loss: 537.9600 - logits_profile_predictions_loss: 534.2412 - logcount_predictions_loss: 0.2384 26/2444 [..............................] - ETA: 6:16 - loss: 537.6650 - logits_profile_predictions_loss: 533.9420 - logcount_predictions_loss: 0.2387 27/2444 [..............................] - ETA: 6:16 - loss: 537.2863 - logits_profile_predictions_loss: 533.5606 - logcount_predictions_loss: 0.2388 28/2444 [..............................] - ETA: 6:15 - loss: 536.9650 - logits_profile_predictions_loss: 533.2373 - logcount_predictions_loss: 0.2390 29/2444 [..............................] - ETA: 6:15 - loss: 536.5797 - logits_profile_predictions_loss: 532.8505 - logcount_predictions_loss: 0.2391 30/2444 [..............................] - ETA: 6:15 - loss: 536.2752 - logits_profile_predictions_loss: 532.5457 - logcount_predictions_loss: 0.2391 31/2444 [..............................] - ETA: 6:15 - loss: 536.0291 - logits_profile_predictions_loss: 532.3002 - logcount_predictions_loss: 0.2390 32/2444 [..............................] - ETA: 6:15 - loss: 535.7910 - logits_profile_predictions_loss: 532.0630 - logcount_predictions_loss: 0.2390 33/2444 [..............................] - ETA: 6:15 - loss: 535.5748 - logits_profile_predictions_loss: 531.8479 - logcount_predictions_loss: 0.2389 34/2444 [..............................] - ETA: 6:15 - loss: 535.4047 - logits_profile_predictions_loss: 531.6795 - logcount_predictions_loss: 0.2388 35/2444 [..............................] - ETA: 6:15 - loss: 535.2440 - logits_profile_predictions_loss: 531.5200 - logcount_predictions_loss: 0.2387 36/2444 [..............................] - ETA: 6:15 - loss: 535.0713 - logits_profile_predictions_loss: 531.3486 - logcount_predictions_loss: 0.2386 37/2444 [..............................] - ETA: 6:14 - loss: 534.8678 - logits_profile_predictions_loss: 531.1476 - logcount_predictions_loss: 0.2385 38/2444 [..............................] - ETA: 6:14 - loss: 534.7429 - logits_profile_predictions_loss: 531.0250 - logcount_predictions_loss: 0.2383 39/2444 [..............................] - ETA: 6:14 - loss: 534.6201 - logits_profile_predictions_loss: 530.9038 - logcount_predictions_loss: 0.2382 40/2444 [..............................] - ETA: 6:14 - loss: 534.4866 - logits_profile_predictions_loss: 530.7722 - logcount_predictions_loss: 0.2381 41/2444 [..............................] - ETA: 6:14 - loss: 534.3708 - logits_profile_predictions_loss: 530.6586 - logcount_predictions_loss: 0.2380 42/2444 [..............................] - ETA: 6:14 - loss: 534.2482 - logits_profile_predictions_loss: 530.5378 - logcount_predictions_loss: 0.2378 43/2444 [..............................] - ETA: 6:14 - loss: 534.1066 - logits_profile_predictions_loss: 530.3984 - logcount_predictions_loss: 0.2377 44/2444 [..............................] - ETA: 6:13 - loss: 533.9673 - logits_profile_predictions_loss: 530.2613 - logcount_predictions_loss: 0.2376 45/2444 [..............................] - ETA: 6:13 - loss: 533.8141 - logits_profile_predictions_loss: 530.1102 - logcount_predictions_loss: 0.2374 46/2444 [..............................] - ETA: 6:13 - loss: 533.6554 - logits_profile_predictions_loss: 529.9542 - logcount_predictions_loss: 0.2373 47/2444 [..............................] - ETA: 6:13 - loss: 533.5045 - logits_profile_predictions_loss: 529.8056 - logcount_predictions_loss: 0.2371 48/2444 [..............................] - ETA: 6:13 - loss: 533.3598 - logits_profile_predictions_loss: 529.6635 - logcount_predictions_loss: 0.2369 49/2444 [..............................] - ETA: 6:13 - loss: 533.2163 - logits_profile_predictions_loss: 529.5226 - logcount_predictions_loss: 0.2368 50/2444 [..............................] - ETA: 6:13 - loss: 533.0664 - logits_profile_predictions_loss: 529.3751 - logcount_predictions_loss: 0.2366 51/2444 [..............................] - ETA: 6:12 - loss: 532.9242 - logits_profile_predictions_loss: 529.2359 - logcount_predictions_loss: 0.2364 52/2444 [..............................] - ETA: 6:12 - loss: 532.7831 - logits_profile_predictions_loss: 529.0976 - logcount_predictions_loss: 0.2362 53/2444 [..............................] - ETA: 6:12 - loss: 532.6498 - logits_profile_predictions_loss: 528.9667 - logcount_predictions_loss: 0.2361 54/2444 [..............................] - ETA: 6:12 - loss: 532.4973 - logits_profile_predictions_loss: 528.8171 - logcount_predictions_loss: 0.2359 55/2444 [..............................] - ETA: 6:12 - loss: 532.3572 - logits_profile_predictions_loss: 528.6799 - logcount_predictions_loss: 0.2357 56/2444 [..............................] - ETA: 6:12 - loss: 532.2075 - logits_profile_predictions_loss: 528.5333 - logcount_predictions_loss: 0.2355 57/2444 [..............................] - ETA: 6:12 - loss: 532.0532 - logits_profile_predictions_loss: 528.3819 - logcount_predictions_loss: 0.2353 58/2444 [..............................] - ETA: 6:11 - loss: 531.9248 - logits_profile_predictions_loss: 528.2562 - logcount_predictions_loss: 0.2352 59/2444 [..............................] - ETA: 6:11 - loss: 531.8062 - logits_profile_predictions_loss: 528.1407 - logcount_predictions_loss: 0.2350 60/2444 [..............................] - ETA: 6:11 - loss: 531.7022 - logits_profile_predictions_loss: 528.0395 - logcount_predictions_loss: 0.2348 61/2444 [..............................] - ETA: 6:11 - loss: 531.6091 - logits_profile_predictions_loss: 527.9494 - logcount_predictions_loss: 0.2346 62/2444 [..............................] - ETA: 6:11 - loss: 531.5137 - logits_profile_predictions_loss: 527.8572 - logcount_predictions_loss: 0.2344 63/2444 [..............................] - ETA: 6:11 - loss: 531.4307 - logits_profile_predictions_loss: 527.7772 - logcount_predictions_loss: 0.2342 64/2444 [..............................] - ETA: 6:11 - loss: 531.3562 - logits_profile_predictions_loss: 527.7057 - logcount_predictions_loss: 0.2340 65/2444 [..............................] - ETA: 6:11 - loss: 531.2802 - logits_profile_predictions_loss: 527.6328 - logcount_predictions_loss: 0.2338 66/2444 [..............................] - ETA: 6:10 - loss: 531.1996 - logits_profile_predictions_loss: 527.5552 - logcount_predictions_loss: 0.2336 67/2444 [..............................] - ETA: 6:10 - loss: 531.1220 - logits_profile_predictions_loss: 527.4804 - logcount_predictions_loss: 0.2334 68/2444 [..............................] - ETA: 6:10 - loss: 531.0291 - logits_profile_predictions_loss: 527.3901 - logcount_predictions_loss: 0.2333 69/2444 [..............................] - ETA: 6:10 - loss: 530.9381 - logits_profile_predictions_loss: 527.3016 - logcount_predictions_loss: 0.2331 70/2444 [..............................] - ETA: 6:10 - loss: 530.8438 - logits_profile_predictions_loss: 527.2099 - logcount_predictions_loss: 0.2329 71/2444 [..............................] - ETA: 6:10 - loss: 530.7555 - logits_profile_predictions_loss: 527.1237 - logcount_predictions_loss: 0.2328 72/2444 [..............................] - ETA: 6:09 - loss: 530.6618 - logits_profile_predictions_loss: 527.0320 - logcount_predictions_loss: 0.2327 73/2444 [..............................] - ETA: 6:09 - loss: 530.5650 - logits_profile_predictions_loss: 526.9372 - logcount_predictions_loss: 0.2326 74/2444 [..............................] - ETA: 6:09 - loss: 530.4726 - logits_profile_predictions_loss: 526.8465 - logcount_predictions_loss: 0.2324 75/2444 [..............................] - ETA: 6:09 - loss: 530.3828 - logits_profile_predictions_loss: 526.7584 - logcount_predictions_loss: 0.2323 76/2444 [..............................] - ETA: 6:09 - loss: 530.2926 - logits_profile_predictions_loss: 526.6698 - logcount_predictions_loss: 0.2322 77/2444 [..............................] - ETA: 6:09 - loss: 530.1978 - logits_profile_predictions_loss: 526.5763 - logcount_predictions_loss: 0.2321 78/2444 [..............................] - ETA: 6:09 - loss: 530.0962 - logits_profile_predictions_loss: 526.4760 - logcount_predictions_loss: 0.2321 79/2444 [..............................] - ETA: 6:08 - loss: 530.0027 - logits_profile_predictions_loss: 526.3838 - logcount_predictions_loss: 0.2320 80/2444 [..............................] - ETA: 6:08 - loss: 529.8976 - logits_profile_predictions_loss: 526.2801 - logcount_predictions_loss: 0.2319 81/2444 [..............................] - ETA: 6:08 - loss: 529.7977 - logits_profile_predictions_loss: 526.1814 - logcount_predictions_loss: 0.2318 82/2444 [>.............................] - ETA: 6:08 - loss: 529.6947 - logits_profile_predictions_loss: 526.0799 - logcount_predictions_loss: 0.2317 83/2444 [>.............................] - ETA: 6:08 - loss: 529.5942 - logits_profile_predictions_loss: 525.9805 - logcount_predictions_loss: 0.2316 84/2444 [>.............................] - ETA: 6:08 - loss: 529.5004 - logits_profile_predictions_loss: 525.8878 - logcount_predictions_loss: 0.2316 85/2444 [>.............................] - ETA: 6:07 - loss: 529.3995 - logits_profile_predictions_loss: 525.7882 - logcount_predictions_loss: 0.2315 86/2444 [>.............................] - ETA: 6:07 - loss: 529.2928 - logits_profile_predictions_loss: 525.6827 - logcount_predictions_loss: 0.2314 87/2444 [>.............................] - ETA: 6:07 - loss: 529.1813 - logits_profile_predictions_loss: 525.5724 - logcount_predictions_loss: 0.2313 88/2444 [>.............................] - ETA: 6:07 - loss: 529.0791 - logits_profile_predictions_loss: 525.4713 - logcount_predictions_loss: 0.2313 89/2444 [>.............................] - ETA: 6:07 - loss: 528.9826 - logits_profile_predictions_loss: 525.3759 - logcount_predictions_loss: 0.2312 90/2444 [>.............................] - ETA: 6:07 - loss: 528.8950 - logits_profile_predictions_loss: 525.2893 - logcount_predictions_loss: 0.2311 91/2444 [>.............................] - ETA: 6:07 - loss: 528.8115 - logits_profile_predictions_loss: 525.2069 - logcount_predictions_loss: 0.2311 92/2444 [>.............................] - ETA: 6:06 - loss: 528.7346 - logits_profile_predictions_loss: 525.1311 - logcount_predictions_loss: 0.2310 93/2444 [>.............................] - ETA: 6:06 - loss: 528.6576 - logits_profile_predictions_loss: 525.0551 - logcount_predictions_loss: 0.2309 94/2444 [>.............................] - ETA: 6:06 - loss: 528.5795 - logits_profile_predictions_loss: 524.9780 - logcount_predictions_loss: 0.2309 95/2444 [>.............................] - ETA: 6:06 - loss: 528.5024 - logits_profile_predictions_loss: 524.9018 - logcount_predictions_loss: 0.2308 96/2444 [>.............................] - ETA: 6:06 - loss: 528.4264 - logits_profile_predictions_loss: 524.8267 - logcount_predictions_loss: 0.2308 97/2444 [>.............................] - ETA: 6:06 - loss: 528.3549 - logits_profile_predictions_loss: 524.7560 - logcount_predictions_loss: 0.2307 98/2444 [>.............................] - ETA: 6:05 - loss: 528.2860 - logits_profile_predictions_loss: 524.6881 - logcount_predictions_loss: 0.2306 99/2444 [>.............................] - ETA: 6:05 - 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[====>.........................] - ETA: 5:16 - loss: 519.1064 - logits_profile_predictions_loss: 515.5529 - logcount_predictions_loss: 0.2278 419/2444 [====>.........................] - ETA: 5:16 - loss: 519.0936 - logits_profile_predictions_loss: 515.5402 - logcount_predictions_loss: 0.2278 420/2444 [====>.........................] - ETA: 5:16 - loss: 519.0810 - logits_profile_predictions_loss: 515.5275 - logcount_predictions_loss: 0.2278 421/2444 [====>.........................] - ETA: 5:16 - loss: 519.0685 - logits_profile_predictions_loss: 515.5150 - logcount_predictions_loss: 0.2278 422/2444 [====>.........................] - ETA: 5:16 - loss: 519.0563 - logits_profile_predictions_loss: 515.5028 - logcount_predictions_loss: 0.2278 423/2444 [====>.........................] - ETA: 5:15 - loss: 519.0442 - logits_profile_predictions_loss: 515.4907 - logcount_predictions_loss: 0.2278 424/2444 [====>.........................] - ETA: 5:15 - loss: 519.0323 - 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[====>.........................] - ETA: 5:10 - loss: 518.6238 - logits_profile_predictions_loss: 515.0688 - logcount_predictions_loss: 0.2279 458/2444 [====>.........................] - ETA: 5:10 - loss: 518.6105 - logits_profile_predictions_loss: 515.0554 - logcount_predictions_loss: 0.2279 459/2444 [====>.........................] - ETA: 5:10 - loss: 518.5970 - logits_profile_predictions_loss: 515.0418 - logcount_predictions_loss: 0.2279 460/2444 [====>.........................] - ETA: 5:10 - loss: 518.5834 - logits_profile_predictions_loss: 515.0282 - logcount_predictions_loss: 0.2279 461/2444 [====>.........................] - ETA: 5:10 - loss: 518.5696 - logits_profile_predictions_loss: 515.0143 - logcount_predictions_loss: 0.2279 462/2444 [====>.........................] - ETA: 5:09 - loss: 518.5560 - logits_profile_predictions_loss: 515.0006 - logcount_predictions_loss: 0.2279 463/2444 [====>.........................] - ETA: 5:09 - loss: 518.5422 - 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[====>.........................] - ETA: 5:06 - loss: 518.2777 - logits_profile_predictions_loss: 514.7204 - logcount_predictions_loss: 0.2280 484/2444 [====>.........................] - ETA: 5:06 - loss: 518.2654 - logits_profile_predictions_loss: 514.7080 - logcount_predictions_loss: 0.2280 485/2444 [====>.........................] - ETA: 5:06 - loss: 518.2531 - logits_profile_predictions_loss: 514.6957 - logcount_predictions_loss: 0.2280 486/2444 [====>.........................] - ETA: 5:06 - loss: 518.2406 - logits_profile_predictions_loss: 514.6831 - logcount_predictions_loss: 0.2280 487/2444 [====>.........................] - ETA: 5:05 - loss: 518.2282 - logits_profile_predictions_loss: 514.6706 - logcount_predictions_loss: 0.2281 488/2444 [====>.........................] - ETA: 5:05 - loss: 518.2158 - logits_profile_predictions_loss: 514.6580 - logcount_predictions_loss: 0.2281 489/2444 [=====>........................] - ETA: 5:05 - loss: 518.2034 - 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logits_profile_predictions_loss: 504.8067 - logcount_predictions_loss: 0.2189 419/2444 [====>.........................] - ETA: 5:16 - loss: 508.2198 - logits_profile_predictions_loss: 504.8060 - logcount_predictions_loss: 0.2189 420/2444 [====>.........................] - ETA: 5:16 - loss: 508.2192 - logits_profile_predictions_loss: 504.8054 - logcount_predictions_loss: 0.2188 421/2444 [====>.........................] - ETA: 5:16 - loss: 508.2189 - logits_profile_predictions_loss: 504.8052 - logcount_predictions_loss: 0.2188 422/2444 [====>.........................] - ETA: 5:15 - loss: 508.2187 - logits_profile_predictions_loss: 504.8051 - logcount_predictions_loss: 0.2188 423/2444 [====>.........................] - ETA: 5:15 - loss: 508.2187 - logits_profile_predictions_loss: 504.8051 - logcount_predictions_loss: 0.2188 424/2444 [====>.........................] - ETA: 5:15 - loss: 508.2183 - logits_profile_predictions_loss: 504.8049 - logcount_predictions_loss: 0.2188 425/2444 [====>.........................] - ETA: 5:15 - loss: 508.2181 - logits_profile_predictions_loss: 504.8047 - logcount_predictions_loss: 0.2188 426/2444 [====>.........................] - ETA: 5:15 - loss: 508.2180 - logits_profile_predictions_loss: 504.8046 - logcount_predictions_loss: 0.2188 427/2444 [====>.........................] - ETA: 5:15 - loss: 508.2181 - logits_profile_predictions_loss: 504.8048 - logcount_predictions_loss: 0.2188 428/2444 [====>.........................] - ETA: 5:15 - loss: 508.2186 - logits_profile_predictions_loss: 504.8054 - logcount_predictions_loss: 0.2188 429/2444 [====>.........................] - ETA: 5:14 - loss: 508.2192 - logits_profile_predictions_loss: 504.8060 - logcount_predictions_loss: 0.2188 430/2444 [====>.........................] - ETA: 5:14 - loss: 508.2198 - logits_profile_predictions_loss: 504.8067 - logcount_predictions_loss: 0.2188 431/2444 [====>.........................] - ETA: 5:14 - loss: 508.2203 - logits_profile_predictions_loss: 504.8073 - logcount_predictions_loss: 0.2188 432/2444 [====>.........................] - ETA: 5:14 - loss: 508.2206 - logits_profile_predictions_loss: 504.8076 - logcount_predictions_loss: 0.2188 433/2444 [====>.........................] - ETA: 5:14 - loss: 508.2208 - logits_profile_predictions_loss: 504.8079 - logcount_predictions_loss: 0.2188 434/2444 [====>.........................] - ETA: 5:14 - loss: 508.2208 - logits_profile_predictions_loss: 504.8080 - logcount_predictions_loss: 0.2188 435/2444 [====>.........................] - ETA: 5:13 - loss: 508.2208 - logits_profile_predictions_loss: 504.8080 - logcount_predictions_loss: 0.2188 436/2444 [====>.........................] - ETA: 5:13 - loss: 508.2207 - logits_profile_predictions_loss: 504.8079 - logcount_predictions_loss: 0.2188 437/2444 [====>.........................] - ETA: 5:13 - loss: 508.2208 - logits_profile_predictions_loss: 504.8081 - logcount_predictions_loss: 0.2188 438/2444 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[============================>.] - ETA: 0s - loss: 509.1873 - logits_profile_predictions_loss: 505.8639 - logcount_predictions_loss: 0.2131 2442/2444 [============================>.] - ETA: 0s - loss: 509.1870 - logits_profile_predictions_loss: 505.8636 - logcount_predictions_loss: 0.2131 2443/2444 [============================>.] - ETA: 0s - loss: 509.1868 - logits_profile_predictions_loss: 505.8634 - logcount_predictions_loss: 0.2131 2444/2444 [==============================] - ETA: 0s - loss: 509.1866 - logits_profile_predictions_loss: 505.8632 - logcount_predictions_loss: 0.2130 2444/2444 [==============================] - 401s 164ms/step - loss: 509.1863 - logits_profile_predictions_loss: 505.8630 - logcount_predictions_loss: 0.2130 - val_loss: 529.7020 - val_logits_profile_predictions_loss: 526.4474 - val_logcount_predictions_loss: 0.2086 + +Epoch 00012: val_loss did not improve from 526.34497 +Epoch 13/50 + 1/2444 [..............................] - ETA: 9:35 - loss: 498.4862 - logits_profile_predictions_loss: 495.5483 - logcount_predictions_loss: 0.1883 2/2444 [..............................] - ETA: 7:01 - loss: 507.3722 - logits_profile_predictions_loss: 504.4178 - logcount_predictions_loss: 0.1894 3/2444 [..............................] - ETA: 6:40 - loss: 512.0837 - logits_profile_predictions_loss: 509.2221 - logcount_predictions_loss: 0.1834 4/2444 [..............................] - ETA: 6:33 - loss: 515.1138 - logits_profile_predictions_loss: 512.3018 - logcount_predictions_loss: 0.1803 5/2444 [..............................] - ETA: 6:29 - loss: 518.4590 - logits_profile_predictions_loss: 515.6922 - logcount_predictions_loss: 0.1774 6/2444 [..............................] - ETA: 6:27 - loss: 520.7262 - logits_profile_predictions_loss: 517.9794 - logcount_predictions_loss: 0.1761 7/2444 [..............................] - ETA: 6:26 - loss: 519.9192 - logits_profile_predictions_loss: 517.1633 - logcount_predictions_loss: 0.1767 8/2444 [..............................] - ETA: 6:25 - loss: 519.7147 - logits_profile_predictions_loss: 516.9547 - logcount_predictions_loss: 0.1769 9/2444 [..............................] - ETA: 6:24 - loss: 518.9317 - logits_profile_predictions_loss: 516.1496 - logcount_predictions_loss: 0.1783 10/2444 [..............................] - ETA: 6:23 - loss: 518.0158 - logits_profile_predictions_loss: 515.2170 - logcount_predictions_loss: 0.1794 11/2444 [..............................] - ETA: 6:22 - loss: 517.5779 - logits_profile_predictions_loss: 514.7548 - logcount_predictions_loss: 0.1810 12/2444 [..............................] - ETA: 6:22 - loss: 517.3502 - logits_profile_predictions_loss: 514.5035 - logcount_predictions_loss: 0.1825 13/2444 [..............................] - ETA: 6:21 - loss: 517.1470 - logits_profile_predictions_loss: 514.2807 - logcount_predictions_loss: 0.1837 14/2444 [..............................] - ETA: 6:21 - loss: 516.2253 - logits_profile_predictions_loss: 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28/2444 [..............................] - ETA: 6:17 - loss: 510.4637 - logits_profile_predictions_loss: 507.4783 - logcount_predictions_loss: 0.1914 29/2444 [..............................] - ETA: 6:17 - loss: 510.1720 - logits_profile_predictions_loss: 507.1829 - logcount_predictions_loss: 0.1916 30/2444 [..............................] - ETA: 6:16 - loss: 509.8620 - logits_profile_predictions_loss: 506.8706 - logcount_predictions_loss: 0.1918 31/2444 [..............................] - ETA: 6:16 - loss: 509.5373 - logits_profile_predictions_loss: 506.5441 - logcount_predictions_loss: 0.1919 32/2444 [..............................] - ETA: 6:16 - loss: 509.1799 - logits_profile_predictions_loss: 506.1850 - logcount_predictions_loss: 0.1920 33/2444 [..............................] - ETA: 6:16 - loss: 508.8719 - logits_profile_predictions_loss: 505.8737 - logcount_predictions_loss: 0.1922 34/2444 [..............................] - ETA: 6:16 - loss: 508.5277 - logits_profile_predictions_loss: 505.5266 - logcount_predictions_loss: 0.1924 35/2444 [..............................] - ETA: 6:16 - loss: 508.2503 - logits_profile_predictions_loss: 505.2463 - logcount_predictions_loss: 0.1926 36/2444 [..............................] - ETA: 6:15 - loss: 507.9987 - logits_profile_predictions_loss: 504.9916 - logcount_predictions_loss: 0.1928 37/2444 [..............................] - ETA: 6:15 - loss: 507.7919 - logits_profile_predictions_loss: 504.7810 - logcount_predictions_loss: 0.1930 38/2444 [..............................] - ETA: 6:15 - loss: 507.5425 - logits_profile_predictions_loss: 504.5276 - logcount_predictions_loss: 0.1933 39/2444 [..............................] - ETA: 6:15 - loss: 507.2991 - logits_profile_predictions_loss: 504.2801 - logcount_predictions_loss: 0.1935 40/2444 [..............................] - ETA: 6:15 - loss: 507.0925 - logits_profile_predictions_loss: 504.0695 - logcount_predictions_loss: 0.1938 41/2444 [..............................] - ETA: 6:15 - loss: 506.8716 - logits_profile_predictions_loss: 503.8456 - logcount_predictions_loss: 0.1940 42/2444 [..............................] - ETA: 6:14 - loss: 506.6455 - logits_profile_predictions_loss: 503.6172 - logcount_predictions_loss: 0.1941 43/2444 [..............................] - ETA: 6:14 - loss: 506.4402 - logits_profile_predictions_loss: 503.4101 - logcount_predictions_loss: 0.1942 44/2444 [..............................] - ETA: 6:14 - loss: 506.1907 - logits_profile_predictions_loss: 503.1596 - logcount_predictions_loss: 0.1943 45/2444 [..............................] - ETA: 6:14 - loss: 505.9788 - logits_profile_predictions_loss: 502.9468 - logcount_predictions_loss: 0.1944 46/2444 [..............................] - ETA: 6:14 - loss: 505.8002 - logits_profile_predictions_loss: 502.7675 - logcount_predictions_loss: 0.1944 47/2444 [..............................] - ETA: 6:14 - loss: 505.5932 - logits_profile_predictions_loss: 502.5595 - logcount_predictions_loss: 0.1945 48/2444 [..............................] - ETA: 6:13 - loss: 505.3608 - logits_profile_predictions_loss: 502.3258 - logcount_predictions_loss: 0.1946 49/2444 [..............................] - ETA: 6:13 - loss: 505.1292 - logits_profile_predictions_loss: 502.0935 - logcount_predictions_loss: 0.1946 50/2444 [..............................] - ETA: 6:13 - loss: 504.9046 - logits_profile_predictions_loss: 501.8679 - logcount_predictions_loss: 0.1947 51/2444 [..............................] - ETA: 6:13 - loss: 504.6962 - logits_profile_predictions_loss: 501.6587 - logcount_predictions_loss: 0.1947 52/2444 [..............................] - ETA: 6:13 - loss: 504.4853 - logits_profile_predictions_loss: 501.4472 - logcount_predictions_loss: 0.1948 53/2444 [..............................] - ETA: 6:13 - loss: 504.2952 - logits_profile_predictions_loss: 501.2562 - logcount_predictions_loss: 0.1948 54/2444 [..............................] - ETA: 6:12 - loss: 504.1265 - logits_profile_predictions_loss: 501.0869 - logcount_predictions_loss: 0.1948 55/2444 [..............................] - ETA: 6:12 - loss: 503.9352 - logits_profile_predictions_loss: 500.8953 - logcount_predictions_loss: 0.1949 56/2444 [..............................] - ETA: 6:12 - loss: 503.7474 - logits_profile_predictions_loss: 500.7072 - logcount_predictions_loss: 0.1949 57/2444 [..............................] - ETA: 6:12 - loss: 503.5807 - logits_profile_predictions_loss: 500.5401 - logcount_predictions_loss: 0.1949 58/2444 [..............................] - ETA: 6:12 - loss: 503.4292 - logits_profile_predictions_loss: 500.3884 - logcount_predictions_loss: 0.1949 59/2444 [..............................] - ETA: 6:11 - loss: 503.2748 - logits_profile_predictions_loss: 500.2339 - logcount_predictions_loss: 0.1949 60/2444 [..............................] - ETA: 6:11 - loss: 503.1289 - logits_profile_predictions_loss: 500.0881 - logcount_predictions_loss: 0.1949 61/2444 [..............................] - ETA: 6:11 - loss: 502.9905 - logits_profile_predictions_loss: 499.9498 - logcount_predictions_loss: 0.1949 62/2444 [..............................] - ETA: 6:11 - loss: 502.8714 - logits_profile_predictions_loss: 499.8307 - logcount_predictions_loss: 0.1949 63/2444 [..............................] - ETA: 6:11 - loss: 502.7600 - logits_profile_predictions_loss: 499.7190 - logcount_predictions_loss: 0.1949 64/2444 [..............................] - ETA: 6:11 - loss: 502.6562 - logits_profile_predictions_loss: 499.6149 - logcount_predictions_loss: 0.1950 65/2444 [..............................] - ETA: 6:11 - loss: 502.5622 - logits_profile_predictions_loss: 499.5204 - logcount_predictions_loss: 0.1950 66/2444 [..............................] - ETA: 6:10 - loss: 502.4838 - logits_profile_predictions_loss: 499.4415 - logcount_predictions_loss: 0.1950 67/2444 [..............................] - ETA: 6:10 - loss: 502.4171 - logits_profile_predictions_loss: 499.3745 - logcount_predictions_loss: 0.1950 68/2444 [..............................] - ETA: 6:10 - loss: 502.3386 - logits_profile_predictions_loss: 499.2958 - logcount_predictions_loss: 0.1951 69/2444 [..............................] - ETA: 6:10 - loss: 502.2840 - logits_profile_predictions_loss: 499.2409 - logcount_predictions_loss: 0.1951 70/2444 [..............................] - ETA: 6:10 - loss: 502.2228 - logits_profile_predictions_loss: 499.1794 - logcount_predictions_loss: 0.1951 71/2444 [..............................] - ETA: 6:10 - loss: 502.1813 - logits_profile_predictions_loss: 499.1376 - logcount_predictions_loss: 0.1951 72/2444 [..............................] - ETA: 6:10 - loss: 502.1375 - logits_profile_predictions_loss: 499.0931 - logcount_predictions_loss: 0.1952 73/2444 [..............................] - ETA: 6:09 - loss: 502.1030 - logits_profile_predictions_loss: 499.0581 - logcount_predictions_loss: 0.1952 74/2444 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[====>.........................] - ETA: 5:14 - loss: 501.9645 - logits_profile_predictions_loss: 498.8012 - logcount_predictions_loss: 0.2028 433/2444 [====>.........................] - ETA: 5:14 - loss: 501.9669 - logits_profile_predictions_loss: 498.8037 - logcount_predictions_loss: 0.2028 434/2444 [====>.........................] - ETA: 5:14 - loss: 501.9698 - logits_profile_predictions_loss: 498.8067 - logcount_predictions_loss: 0.2028 435/2444 [====>.........................] - ETA: 5:13 - loss: 501.9727 - logits_profile_predictions_loss: 498.8096 - logcount_predictions_loss: 0.2028 436/2444 [====>.........................] - ETA: 5:13 - loss: 501.9758 - logits_profile_predictions_loss: 498.8128 - logcount_predictions_loss: 0.2028 437/2444 [====>.........................] - ETA: 5:13 - loss: 501.9790 - logits_profile_predictions_loss: 498.8161 - logcount_predictions_loss: 0.2028 438/2444 [====>.........................] - ETA: 5:13 - loss: 501.9825 - 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[====>.........................] - ETA: 5:10 - loss: 502.0201 - logits_profile_predictions_loss: 498.8582 - logcount_predictions_loss: 0.2027 459/2444 [====>.........................] - ETA: 5:10 - loss: 502.0211 - logits_profile_predictions_loss: 498.8593 - logcount_predictions_loss: 0.2027 460/2444 [====>.........................] - ETA: 5:10 - loss: 502.0220 - logits_profile_predictions_loss: 498.8602 - logcount_predictions_loss: 0.2027 461/2444 [====>.........................] - ETA: 5:09 - loss: 502.0225 - logits_profile_predictions_loss: 498.8607 - logcount_predictions_loss: 0.2027 462/2444 [====>.........................] - ETA: 5:09 - loss: 502.0227 - logits_profile_predictions_loss: 498.8610 - logcount_predictions_loss: 0.2027 463/2444 [====>.........................] - ETA: 5:09 - loss: 502.0230 - logits_profile_predictions_loss: 498.8613 - logcount_predictions_loss: 0.2027 464/2444 [====>.........................] - ETA: 5:09 - loss: 502.0233 - 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[====>.........................] - ETA: 5:08 - loss: 502.0280 - logits_profile_predictions_loss: 498.8667 - logcount_predictions_loss: 0.2027 472/2444 [====>.........................] - ETA: 5:08 - loss: 502.0284 - logits_profile_predictions_loss: 498.8671 - logcount_predictions_loss: 0.2027 473/2444 [====>.........................] - ETA: 5:08 - loss: 502.0289 - logits_profile_predictions_loss: 498.8677 - logcount_predictions_loss: 0.2027 474/2444 [====>.........................] - ETA: 5:07 - loss: 502.0293 - logits_profile_predictions_loss: 498.8681 - logcount_predictions_loss: 0.2027 475/2444 [====>.........................] - ETA: 5:07 - loss: 502.0302 - logits_profile_predictions_loss: 498.8691 - logcount_predictions_loss: 0.2026 476/2444 [====>.........................] - ETA: 5:07 - loss: 502.0313 - logits_profile_predictions_loss: 498.8702 - logcount_predictions_loss: 0.2026 477/2444 [====>.........................] - ETA: 5:07 - loss: 502.0324 - 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[====>.........................] - ETA: 5:06 - loss: 502.0401 - logits_profile_predictions_loss: 498.8794 - logcount_predictions_loss: 0.2026 485/2444 [====>.........................] - ETA: 5:06 - loss: 502.0413 - logits_profile_predictions_loss: 498.8807 - logcount_predictions_loss: 0.2026 486/2444 [====>.........................] - ETA: 5:06 - loss: 502.0428 - logits_profile_predictions_loss: 498.8822 - logcount_predictions_loss: 0.2026 487/2444 [====>.........................] - ETA: 5:05 - loss: 502.0444 - logits_profile_predictions_loss: 498.8838 - logcount_predictions_loss: 0.2026 488/2444 [====>.........................] - ETA: 5:05 - loss: 502.0459 - logits_profile_predictions_loss: 498.8854 - logcount_predictions_loss: 0.2026 489/2444 [=====>........................] - ETA: 5:05 - loss: 502.0473 - logits_profile_predictions_loss: 498.8868 - logcount_predictions_loss: 0.2026 490/2444 [=====>........................] - ETA: 5:05 - loss: 502.0486 - 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[============================>.] - ETA: 11s - loss: 504.2963 - logits_profile_predictions_loss: 501.1738 - logcount_predictions_loss: 0.2002 2370/2444 [============================>.] - ETA: 11s - loss: 504.2970 - logits_profile_predictions_loss: 501.1745 - logcount_predictions_loss: 0.2002 2371/2444 [============================>.] - ETA: 11s - loss: 504.2977 - logits_profile_predictions_loss: 501.1752 - logcount_predictions_loss: 0.2002 2372/2444 [============================>.] - ETA: 11s - loss: 504.2984 - logits_profile_predictions_loss: 501.1759 - logcount_predictions_loss: 0.2002 2373/2444 [============================>.] - ETA: 11s - loss: 504.2991 - logits_profile_predictions_loss: 501.1766 - logcount_predictions_loss: 0.2002 2374/2444 [============================>.] - ETA: 10s - loss: 504.2998 - logits_profile_predictions_loss: 501.1773 - logcount_predictions_loss: 0.2002 2375/2444 [============================>.] - ETA: 10s - loss: 504.3005 - logits_profile_predictions_loss: 501.1780 - logcount_predictions_loss: 0.2002 2376/2444 [============================>.] - ETA: 10s - loss: 504.3012 - logits_profile_predictions_loss: 501.1787 - logcount_predictions_loss: 0.2002 2377/2444 [============================>.] - ETA: 10s - loss: 504.3019 - logits_profile_predictions_loss: 501.1794 - logcount_predictions_loss: 0.2002 2378/2444 [============================>.] - ETA: 10s - loss: 504.3026 - logits_profile_predictions_loss: 501.1801 - logcount_predictions_loss: 0.2002 2379/2444 [============================>.] - ETA: 10s - loss: 504.3032 - logits_profile_predictions_loss: 501.1808 - logcount_predictions_loss: 0.2002 2380/2444 [============================>.] - ETA: 10s - loss: 504.3039 - logits_profile_predictions_loss: 501.1814 - logcount_predictions_loss: 0.2002 2381/2444 [============================>.] - ETA: 9s - loss: 504.3046 - logits_profile_predictions_loss: 501.1821 - logcount_predictions_loss: 0.2002  2382/2444 [============================>.] - ETA: 9s - loss: 504.3052 - logits_profile_predictions_loss: 501.1828 - logcount_predictions_loss: 0.2002 2383/2444 [============================>.] - ETA: 9s - loss: 504.3059 - logits_profile_predictions_loss: 501.1835 - logcount_predictions_loss: 0.2002 2384/2444 [============================>.] - ETA: 9s - loss: 504.3066 - logits_profile_predictions_loss: 501.1841 - logcount_predictions_loss: 0.2002 2385/2444 [============================>.] - ETA: 9s - loss: 504.3072 - logits_profile_predictions_loss: 501.1848 - logcount_predictions_loss: 0.2002 2386/2444 [============================>.] - ETA: 9s - loss: 504.3079 - logits_profile_predictions_loss: 501.1855 - logcount_predictions_loss: 0.2002 2387/2444 [============================>.] - ETA: 8s - loss: 504.3086 - logits_profile_predictions_loss: 501.1861 - logcount_predictions_loss: 0.2002 2388/2444 [============================>.] - ETA: 8s - loss: 504.3092 - logits_profile_predictions_loss: 501.1868 - logcount_predictions_loss: 0.2002 2389/2444 [============================>.] - ETA: 8s - loss: 504.3099 - logits_profile_predictions_loss: 501.1875 - logcount_predictions_loss: 0.2002 2390/2444 [============================>.] - ETA: 8s - loss: 504.3105 - logits_profile_predictions_loss: 501.1881 - logcount_predictions_loss: 0.2002 2391/2444 [============================>.] - ETA: 8s - loss: 504.3112 - logits_profile_predictions_loss: 501.1888 - logcount_predictions_loss: 0.2002 2392/2444 [============================>.] - ETA: 8s - loss: 504.3118 - logits_profile_predictions_loss: 501.1894 - logcount_predictions_loss: 0.2002 2393/2444 [============================>.] - ETA: 7s - loss: 504.3125 - logits_profile_predictions_loss: 501.1901 - logcount_predictions_loss: 0.2002 2394/2444 [============================>.] - ETA: 7s - loss: 504.3131 - logits_profile_predictions_loss: 501.1907 - logcount_predictions_loss: 0.2002 2395/2444 [============================>.] - ETA: 7s - loss: 504.3137 - logits_profile_predictions_loss: 501.1914 - logcount_predictions_loss: 0.2002 2396/2444 [============================>.] - ETA: 7s - loss: 504.3144 - logits_profile_predictions_loss: 501.1921 - logcount_predictions_loss: 0.2002 2397/2444 [============================>.] - ETA: 7s - loss: 504.3151 - logits_profile_predictions_loss: 501.1928 - logcount_predictions_loss: 0.2002 2398/2444 [============================>.] - ETA: 7s - loss: 504.3157 - logits_profile_predictions_loss: 501.1934 - logcount_predictions_loss: 0.2002 2399/2444 [============================>.] - ETA: 7s - loss: 504.3164 - logits_profile_predictions_loss: 501.1941 - logcount_predictions_loss: 0.2002 2400/2444 [============================>.] - ETA: 6s - loss: 504.3170 - logits_profile_predictions_loss: 501.1947 - logcount_predictions_loss: 0.2002 2401/2444 [============================>.] - ETA: 6s - loss: 504.3177 - logits_profile_predictions_loss: 501.1954 - logcount_predictions_loss: 0.2002 2402/2444 [============================>.] - ETA: 6s - loss: 504.3183 - logits_profile_predictions_loss: 501.1960 - logcount_predictions_loss: 0.2002 2403/2444 [============================>.] - ETA: 6s - loss: 504.3190 - logits_profile_predictions_loss: 501.1967 - logcount_predictions_loss: 0.2002 2404/2444 [============================>.] - ETA: 6s - loss: 504.3196 - logits_profile_predictions_loss: 501.1974 - logcount_predictions_loss: 0.2002 2405/2444 [============================>.] - ETA: 6s - loss: 504.3203 - logits_profile_predictions_loss: 501.1980 - logcount_predictions_loss: 0.2002 2406/2444 [============================>.] - ETA: 5s - loss: 504.3209 - logits_profile_predictions_loss: 501.1987 - logcount_predictions_loss: 0.2002 2407/2444 [============================>.] - ETA: 5s - loss: 504.3216 - logits_profile_predictions_loss: 501.1993 - logcount_predictions_loss: 0.2002 2408/2444 [============================>.] - ETA: 5s - loss: 504.3222 - logits_profile_predictions_loss: 501.2000 - logcount_predictions_loss: 0.2002 2409/2444 [============================>.] - ETA: 5s - loss: 504.3229 - logits_profile_predictions_loss: 501.2006 - logcount_predictions_loss: 0.2002 2410/2444 [============================>.] - ETA: 5s - loss: 504.3235 - logits_profile_predictions_loss: 501.2013 - logcount_predictions_loss: 0.2002 2411/2444 [============================>.] - ETA: 5s - loss: 504.3242 - logits_profile_predictions_loss: 501.2020 - logcount_predictions_loss: 0.2002 2412/2444 [============================>.] - ETA: 5s - loss: 504.3248 - logits_profile_predictions_loss: 501.2026 - logcount_predictions_loss: 0.2002 2413/2444 [============================>.] - ETA: 4s - loss: 504.3255 - logits_profile_predictions_loss: 501.2033 - logcount_predictions_loss: 0.2002 2414/2444 [============================>.] - ETA: 4s - loss: 504.3261 - logits_profile_predictions_loss: 501.2040 - logcount_predictions_loss: 0.2002 2415/2444 [============================>.] - ETA: 4s - loss: 504.3268 - logits_profile_predictions_loss: 501.2046 - logcount_predictions_loss: 0.2002 2416/2444 [============================>.] - ETA: 4s - loss: 504.3274 - logits_profile_predictions_loss: 501.2053 - logcount_predictions_loss: 0.2002 2417/2444 [============================>.] - ETA: 4s - loss: 504.3281 - logits_profile_predictions_loss: 501.2059 - logcount_predictions_loss: 0.2002 2418/2444 [============================>.] - ETA: 4s - loss: 504.3287 - logits_profile_predictions_loss: 501.2066 - logcount_predictions_loss: 0.2002 2419/2444 [============================>.] - ETA: 3s - loss: 504.3293 - logits_profile_predictions_loss: 501.2072 - logcount_predictions_loss: 0.2002 2420/2444 [============================>.] - ETA: 3s - loss: 504.3300 - logits_profile_predictions_loss: 501.2078 - logcount_predictions_loss: 0.2002 2421/2444 [============================>.] - ETA: 3s - loss: 504.3306 - logits_profile_predictions_loss: 501.2085 - logcount_predictions_loss: 0.2002 2422/2444 [============================>.] - ETA: 3s - loss: 504.3312 - logits_profile_predictions_loss: 501.2091 - logcount_predictions_loss: 0.2002 2423/2444 [============================>.] - ETA: 3s - loss: 504.3319 - logits_profile_predictions_loss: 501.2098 - logcount_predictions_loss: 0.2002 2424/2444 [============================>.] - ETA: 3s - loss: 504.3325 - logits_profile_predictions_loss: 501.2104 - logcount_predictions_loss: 0.2001 2425/2444 [============================>.] - ETA: 2s - loss: 504.3331 - logits_profile_predictions_loss: 501.2110 - logcount_predictions_loss: 0.2001 2426/2444 [============================>.] - ETA: 2s - loss: 504.3337 - logits_profile_predictions_loss: 501.2116 - logcount_predictions_loss: 0.2001 2427/2444 [============================>.] - ETA: 2s - loss: 504.3344 - logits_profile_predictions_loss: 501.2123 - logcount_predictions_loss: 0.2001 2428/2444 [============================>.] - ETA: 2s - loss: 504.3350 - logits_profile_predictions_loss: 501.2129 - logcount_predictions_loss: 0.2001 2429/2444 [============================>.] - ETA: 2s - loss: 504.3356 - logits_profile_predictions_loss: 501.2135 - logcount_predictions_loss: 0.2001 2430/2444 [============================>.] - ETA: 2s - loss: 504.3362 - logits_profile_predictions_loss: 501.2141 - logcount_predictions_loss: 0.2001 2431/2444 [============================>.] - ETA: 2s - loss: 504.3368 - logits_profile_predictions_loss: 501.2148 - logcount_predictions_loss: 0.2001 2432/2444 [============================>.] - ETA: 1s - loss: 504.3375 - logits_profile_predictions_loss: 501.2154 - logcount_predictions_loss: 0.2001 2433/2444 [============================>.] - ETA: 1s - loss: 504.3381 - logits_profile_predictions_loss: 501.2160 - logcount_predictions_loss: 0.2001 2434/2444 [============================>.] - ETA: 1s - loss: 504.3387 - logits_profile_predictions_loss: 501.2167 - logcount_predictions_loss: 0.2001 2435/2444 [============================>.] - ETA: 1s - loss: 504.3393 - logits_profile_predictions_loss: 501.2173 - logcount_predictions_loss: 0.2001 2436/2444 [============================>.] - ETA: 1s - loss: 504.3399 - logits_profile_predictions_loss: 501.2179 - logcount_predictions_loss: 0.2001 2437/2444 [============================>.] - ETA: 1s - loss: 504.3406 - logits_profile_predictions_loss: 501.2185 - logcount_predictions_loss: 0.2001 2438/2444 [============================>.] - ETA: 0s - loss: 504.3412 - logits_profile_predictions_loss: 501.2192 - logcount_predictions_loss: 0.2001 2439/2444 [============================>.] - ETA: 0s - loss: 504.3418 - logits_profile_predictions_loss: 501.2198 - logcount_predictions_loss: 0.2001 2440/2444 [============================>.] - ETA: 0s - loss: 504.3425 - logits_profile_predictions_loss: 501.2205 - logcount_predictions_loss: 0.2001 2441/2444 [============================>.] - ETA: 0s - loss: 504.3431 - logits_profile_predictions_loss: 501.2211 - logcount_predictions_loss: 0.2001 2442/2444 [============================>.] - ETA: 0s - loss: 504.3438 - logits_profile_predictions_loss: 501.2218 - logcount_predictions_loss: 0.2001 2443/2444 [============================>.] - ETA: 0s - loss: 504.3444 - logits_profile_predictions_loss: 501.2224 - logcount_predictions_loss: 0.2001 2444/2444 [==============================] - ETA: 0s - loss: 504.3450 - logits_profile_predictions_loss: 501.2230 - logcount_predictions_loss: 0.2001 2444/2444 [==============================] - 401s 164ms/step - loss: 504.3456 - logits_profile_predictions_loss: 501.2236 - logcount_predictions_loss: 0.2001 - val_loss: 529.1946 - val_logits_profile_predictions_loss: 525.8303 - val_logcount_predictions_loss: 0.2157 + +Epoch 00013: val_loss did not improve from 526.34497 +Restoring model weights from the end of the best epoch. +Epoch 00013: early stopping +save model +save model without bias +2022-03-23_19-46-15: 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=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR311EEL//preprocessing/bigWigs/ENCSR311EEL.bigWig \ + --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR311EEL//chrombpnet_model_encsr880cub_bias//filtered.peaks.bed \ + --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR311EEL//chrombpnet_model_encsr880cub_bias//filtered.nonpeaks.bed \ + --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_0.json \ + --inputlen=2114 \ + --outputlen=1000 \ + --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR311EEL//chrombpnet_model_encsr880cub_bias//chrombpnet \ + --batch_size=256 \ + --model_h5=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR311EEL//chrombpnet_model_encsr880cub_bias//chrombpnet.h5 +got the model +loading peaks... +got split:test for bed regions:(41031, 10) +loading nonpeaks... +got split:test for bed regions:(41031, 10) +0/321 +100/321 +200/321 +300/321 +2022-03-23_19-50-41: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/predict.py \ + --genome=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ + --bigwig=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR311EEL//preprocessing/bigWigs/ENCSR311EEL.bigWig \ + --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR311EEL//chrombpnet_model_encsr880cub_bias//filtered.peaks.bed \ + --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR311EEL//chrombpnet_model_encsr880cub_bias//filtered.nonpeaks.bed \ + --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_0.json \ + --inputlen=2114 \ + --outputlen=1000 \ + --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR311EEL//chrombpnet_model_encsr880cub_bias//chrombpnet_wo_bias \ + --batch_size=256 \ + --model_h5=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR311EEL//chrombpnet_model_encsr880cub_bias//chrombpnet_wo_bias.h5 +got the model +loading peaks... +got split:test for bed regions:(41031, 10) +loading nonpeaks... +got split:test for bed regions:(41031, 10) +0/321 +100/321 +200/321 +300/321 +2022-03-23_19-54-16: 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=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR311EEL//preprocessing/bigWigs/ENCSR311EEL.bigWig \ + --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR311EEL//chrombpnet_model_encsr880cub_bias//filtered.peaks.bed \ + --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR311EEL//chrombpnet_model_encsr880cub_bias//filtered.nonpeaks.bed \ + --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_0.json \ + --inputlen=2114 \ + --outputlen=1000 \ + --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR311EEL//chrombpnet_model_encsr880cub_bias//bias \ + --batch_size=256 \ + --model_h5=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR311EEL//chrombpnet_model_encsr880cub_bias//bias_model_scaled.h5 +got the model +loading peaks... +got split:test for bed regions:(41031, 10) +loading nonpeaks... +got split:test for bed regions:(41031, 10) +0/321 +100/321 +200/321 +300/321 +2022-03-23_19-56-45: mkdir /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR311EEL//chrombpnet_model_encsr880cub_bias//footprints +2022-03-23_19-56-45: 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/ENCSR311EEL//chrombpnet_model_encsr880cub_bias//filtered.nonpeaks.bed \ + -chr chr1 \ + -m /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR311EEL//chrombpnet_model_encsr880cub_bias//chrombpnet_wo_bias.h5 \ + -bs 512 \ + -o /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR311EEL//chrombpnet_model_encsr880cub_bias//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 + 1/39 [..............................] - ETA: 4:16 3/39 [=>............................] - ETA: 12s  4/39 [==>...........................] - ETA: 15s 5/39 [==>...........................] - ETA: 17s 6/39 [===>..........................] - ETA: 17s 7/39 [====>.........................] - ETA: 18s 8/39 [=====>........................] - ETA: 18s 9/39 [=====>........................] - ETA: 17s 10/39 [======>.......................] - ETA: 17s 11/39 [=======>......................] - ETA: 17s 12/39 [========>.....................] - ETA: 16s 13/39 [=========>....................] - ETA: 16s 14/39 [=========>....................] - ETA: 15s 15/39 [==========>...................] - ETA: 15s 16/39 [===========>..................] - ETA: 14s 17/39 [============>.................] - ETA: 14s 18/39 [============>.................] - ETA: 13s 19/39 [=============>................] - ETA: 12s 20/39 [==============>...............] - ETA: 12s 21/39 [===============>..............] - ETA: 11s 22/39 [===============>..............] - ETA: 11s 23/39 [================>.............] - ETA: 10s 24/39 [=================>............] - ETA: 9s  25/39 [==================>...........] - ETA: 9s 26/39 [===================>..........] - ETA: 8s 27/39 [===================>..........] - ETA: 7s 28/39 [====================>.........] - ETA: 7s 29/39 [=====================>........] - ETA: 6s 30/39 [======================>.......] - ETA: 5s 31/39 [======================>.......] - ETA: 5s 32/39 [=======================>......] - ETA: 4s 33/39 [========================>.....] - ETA: 3s 34/39 [=========================>....] - ETA: 3s 35/39 [=========================>....] - ETA: 2s 36/39 [==========================>...] - ETA: 1s 37/39 [===========================>..] - ETA: 1s 38/39 [============================>.] - ETA: 0s 39/39 [==============================] - ETA: 0s 39/39 [==============================] - 33s 698ms/step + 1/39 [..............................] - ETA: 0s 2/39 [>.............................] - ETA: 25s 3/39 [=>............................] - ETA: 24s 4/39 [==>...........................] - ETA: 23s 5/39 [==>...........................] - ETA: 23s 6/39 [===>..........................] - ETA: 22s 7/39 [====>.........................] - ETA: 21s 8/39 [=====>........................] - ETA: 21s 9/39 [=====>........................] - ETA: 20s 10/39 [======>.......................] - ETA: 19s 11/39 [=======>......................] - ETA: 19s 12/39 [========>.....................] - ETA: 18s 13/39 [=========>....................] - ETA: 17s 14/39 [=========>....................] - ETA: 17s 15/39 [==========>...................] - ETA: 16s 16/39 [===========>..................] - ETA: 15s 17/39 [============>.................] - ETA: 15s 18/39 [============>.................] - ETA: 14s 19/39 [=============>................] - ETA: 13s 20/39 [==============>...............] - ETA: 12s 21/39 [===============>..............] - ETA: 12s 22/39 [===============>..............] - ETA: 11s 23/39 [================>.............] - ETA: 10s 24/39 [=================>............] - ETA: 10s 25/39 [==================>...........] - ETA: 9s  26/39 [===================>..........] - ETA: 8s 27/39 [===================>..........] - ETA: 8s 28/39 [====================>.........] - ETA: 7s 29/39 [=====================>........] - ETA: 6s 30/39 [======================>.......] - ETA: 6s 31/39 [======================>.......] - ETA: 5s 32/39 [=======================>......] - ETA: 4s 33/39 [========================>.....] - ETA: 4s 34/39 [=========================>....] - ETA: 3s 35/39 [=========================>....] - ETA: 2s 36/39 [==========================>...] - ETA: 2s 37/39 [===========================>..] - ETA: 1s 38/39 [============================>.] - ETA: 0s 39/39 [==============================] - ETA: 0s 39/39 [==============================] - 26s 686ms/step +inserting motif: dnase_2 +TGTACTTACGAA + 1/39 [..............................] - ETA: 0s 2/39 [>.............................] - ETA: 25s 3/39 [=>............................] - ETA: 24s 4/39 [==>...........................] - ETA: 23s 5/39 [==>...........................] - ETA: 23s 6/39 [===>..........................] - ETA: 22s 7/39 [====>.........................] - ETA: 21s 8/39 [=====>........................] - ETA: 21s 9/39 [=====>........................] - ETA: 20s 10/39 [======>.......................] - ETA: 19s 11/39 [=======>......................] - ETA: 19s 12/39 [========>.....................] - ETA: 18s 13/39 [=========>....................] - ETA: 17s 14/39 [=========>....................] - ETA: 17s 15/39 [==========>...................] - ETA: 16s 16/39 [===========>..................] - ETA: 15s 17/39 [============>.................] - ETA: 15s 18/39 [============>.................] - ETA: 14s 19/39 [=============>................] - ETA: 13s 20/39 [==============>...............] - ETA: 13s 21/39 [===============>..............] - ETA: 12s 22/39 [===============>..............] - ETA: 11s 23/39 [================>.............] - ETA: 10s 24/39 [=================>............] - ETA: 10s 25/39 [==================>...........] - ETA: 9s  26/39 [===================>..........] - ETA: 8s 27/39 [===================>..........] - ETA: 8s 28/39 [====================>.........] - ETA: 7s 29/39 [=====================>........] - ETA: 6s 30/39 [======================>.......] - ETA: 6s 31/39 [======================>.......] - ETA: 5s 32/39 [=======================>......] - ETA: 4s 33/39 [========================>.....] - ETA: 4s 34/39 [=========================>....] - ETA: 3s 35/39 [=========================>....] - ETA: 2s 36/39 [==========================>...] - ETA: 2s 37/39 [===========================>..] - ETA: 1s 38/39 [============================>.] - ETA: 0s 39/39 [==============================] - ETA: 0s 39/39 [==============================] - 26s 688ms/step + 1/39 [..............................] - ETA: 0s 2/39 [>.............................] - ETA: 25s 3/39 [=>............................] - ETA: 24s 4/39 [==>...........................] - ETA: 24s 5/39 [==>...........................] - ETA: 23s 6/39 [===>..........................] - ETA: 22s 7/39 [====>.........................] - ETA: 21s 8/39 [=====>........................] - ETA: 21s 9/39 [=====>........................] - ETA: 20s 10/39 [======>.......................] - ETA: 19s 11/39 [=======>......................] - ETA: 19s 12/39 [========>.....................] - ETA: 18s 13/39 [=========>....................] - ETA: 17s 14/39 [=========>....................] - ETA: 17s 15/39 [==========>...................] - ETA: 16s 16/39 [===========>..................] - ETA: 15s 17/39 [============>.................] - ETA: 15s 18/39 [============>.................] - ETA: 14s 19/39 [=============>................] - ETA: 13s 20/39 [==============>...............] - ETA: 13s 21/39 [===============>..............] - ETA: 12s 22/39 [===============>..............] - ETA: 11s 23/39 [================>.............] - ETA: 10s 24/39 [=================>............] - ETA: 10s 25/39 [==================>...........] - ETA: 9s  26/39 [===================>..........] - ETA: 8s 27/39 [===================>..........] - ETA: 8s 28/39 [====================>.........] - ETA: 7s 29/39 [=====================>........] - ETA: 6s 30/39 [======================>.......] - ETA: 6s 31/39 [======================>.......] - ETA: 5s 32/39 [=======================>......] - ETA: 4s 33/39 [========================>.....] - ETA: 4s 34/39 [=========================>....] - ETA: 3s 35/39 [=========================>....] - ETA: 2s 36/39 [==========================>...] - ETA: 2s 37/39 [===========================>..] - ETA: 1s 38/39 [============================>.] - ETA: 0s 39/39 [==============================] - ETA: 0s 39/39 [==============================] - 26s 689ms/step +Saving marginal footprints +2022-03-23_19-58-57: mkdir /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR311EEL//chrombpnet_model_encsr880cub_bias//footprints +2022-03-23_19-58-57: 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/ENCSR311EEL//chrombpnet_model_encsr880cub_bias//filtered.nonpeaks.bed \ + -chr chr1 \ + -m /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR311EEL//chrombpnet_model_encsr880cub_bias//bias_model_scaled.h5 \ + -bs 512 \ + -o /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR311EEL//chrombpnet_model_encsr880cub_bias//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 + 1/39 [..............................] - ETA: 1:54 3/39 [=>............................] - ETA: 1s  4/39 [==>...........................] - ETA: 1s 5/39 [==>...........................] - ETA: 1s 6/39 [===>..........................] - ETA: 1s 7/39 [====>.........................] - ETA: 1s 8/39 [=====>........................] - ETA: 1s 9/39 [=====>........................] - ETA: 1s 10/39 [======>.......................] - ETA: 1s 11/39 [=======>......................] - ETA: 1s 12/39 [========>.....................] - ETA: 1s 13/39 [=========>....................] - ETA: 1s 14/39 [=========>....................] - ETA: 1s 15/39 [==========>...................] - ETA: 1s 16/39 [===========>..................] - ETA: 1s 17/39 [============>.................] - ETA: 1s 18/39 [============>.................] - ETA: 1s 19/39 [=============>................] - ETA: 1s 20/39 [==============>...............] - ETA: 1s 21/39 [===============>..............] - ETA: 0s 22/39 [===============>..............] - ETA: 0s 23/39 [================>.............] - ETA: 0s 24/39 [=================>............] - ETA: 0s 25/39 [==================>...........] - ETA: 0s 26/39 [===================>..........] - ETA: 0s 27/39 [===================>..........] - ETA: 0s 28/39 [====================>.........] - ETA: 0s 29/39 [=====================>........] - ETA: 0s 30/39 [======================>.......] - ETA: 0s 31/39 [======================>.......] - ETA: 0s 32/39 [=======================>......] - ETA: 0s 33/39 [========================>.....] - ETA: 0s 34/39 [=========================>....] - ETA: 0s 35/39 [=========================>....] - ETA: 0s 36/39 [==========================>...] - ETA: 0s 37/39 [===========================>..] - ETA: 0s 38/39 [============================>.] - ETA: 0s 39/39 [==============================] - ETA: 0s 39/39 [==============================] - 5s 60ms/step + 1/39 [..............................] - ETA: 0s 2/39 [>.............................] - ETA: 2s 3/39 [=>............................] - ETA: 2s 4/39 [==>...........................] - ETA: 1s 5/39 [==>...........................] - ETA: 1s 6/39 [===>..........................] - ETA: 1s 7/39 [====>.........................] - ETA: 1s 8/39 [=====>........................] - ETA: 1s 9/39 [=====>........................] - ETA: 1s 10/39 [======>.......................] - ETA: 1s 11/39 [=======>......................] - ETA: 1s 12/39 [========>.....................] - ETA: 1s 13/39 [=========>....................] - ETA: 1s 14/39 [=========>....................] - ETA: 1s 15/39 [==========>...................] - ETA: 1s 16/39 [===========>..................] - ETA: 1s 17/39 [============>.................] - ETA: 1s 18/39 [============>.................] - ETA: 1s 19/39 [=============>................] - ETA: 1s 20/39 [==============>...............] - ETA: 1s 21/39 [===============>..............] - ETA: 1s 22/39 [===============>..............] - ETA: 0s 23/39 [================>.............] - ETA: 0s 24/39 [=================>............] - ETA: 0s 25/39 [==================>...........] - ETA: 0s 26/39 [===================>..........] - ETA: 0s 27/39 [===================>..........] - ETA: 0s 28/39 [====================>.........] - ETA: 0s 29/39 [=====================>........] - ETA: 0s 30/39 [======================>.......] - ETA: 0s 31/39 [======================>.......] - ETA: 0s 32/39 [=======================>......] - ETA: 0s 33/39 [========================>.....] - ETA: 0s 34/39 [=========================>....] - ETA: 0s 35/39 [=========================>....] - ETA: 0s 36/39 [==========================>...] - ETA: 0s 37/39 [===========================>..] - ETA: 0s 38/39 [============================>.] - ETA: 0s 39/39 [==============================] - ETA: 0s 39/39 [==============================] - 2s 57ms/step +inserting motif: dnase_2 +TGTACTTACGAA + 1/39 [..............................] - ETA: 0s 2/39 [>.............................] - ETA: 2s 3/39 [=>............................] - ETA: 2s 4/39 [==>...........................] - ETA: 1s 5/39 [==>...........................] - ETA: 1s 6/39 [===>..........................] - ETA: 1s 7/39 [====>.........................] - ETA: 1s 8/39 [=====>........................] - ETA: 1s 9/39 [=====>........................] - ETA: 1s 10/39 [======>.......................] - ETA: 1s 11/39 [=======>......................] - ETA: 1s 12/39 [========>.....................] - ETA: 1s 13/39 [=========>....................] - ETA: 1s 14/39 [=========>....................] - ETA: 1s 15/39 [==========>...................] - ETA: 1s 16/39 [===========>..................] - ETA: 1s 17/39 [============>.................] - ETA: 1s 18/39 [============>.................] - ETA: 1s 19/39 [=============>................] - ETA: 1s 20/39 [==============>...............] - ETA: 1s 21/39 [===============>..............] - ETA: 1s 22/39 [===============>..............] - ETA: 0s 23/39 [================>.............] - ETA: 0s 24/39 [=================>............] - ETA: 0s 25/39 [==================>...........] - ETA: 0s 26/39 [===================>..........] - ETA: 0s 27/39 [===================>..........] - ETA: 0s 28/39 [====================>.........] - ETA: 0s 29/39 [=====================>........] - ETA: 0s 30/39 [======================>.......] - ETA: 0s 31/39 [======================>.......] - ETA: 0s 32/39 [=======================>......] - ETA: 0s 33/39 [========================>.....] - ETA: 0s 34/39 [=========================>....] - ETA: 0s 35/39 [=========================>....] - ETA: 0s 36/39 [==========================>...] - ETA: 0s 37/39 [===========================>..] - ETA: 0s 38/39 [============================>.] - ETA: 0s 39/39 [==============================] - ETA: 0s 39/39 [==============================] - 2s 57ms/step + 1/39 [..............................] - ETA: 0s 2/39 [>.............................] - ETA: 2s 3/39 [=>............................] - ETA: 2s 4/39 [==>...........................] - ETA: 1s 5/39 [==>...........................] - ETA: 1s 6/39 [===>..........................] - ETA: 1s 7/39 [====>.........................] - ETA: 1s 8/39 [=====>........................] - ETA: 1s 9/39 [=====>........................] - ETA: 1s 10/39 [======>.......................] - ETA: 1s 11/39 [=======>......................] - ETA: 1s 12/39 [========>.....................] - ETA: 1s 13/39 [=========>....................] - ETA: 1s 14/39 [=========>....................] - ETA: 1s 15/39 [==========>...................] - ETA: 1s 16/39 [===========>..................] - ETA: 1s 17/39 [============>.................] - ETA: 1s 18/39 [============>.................] - ETA: 1s 19/39 [=============>................] - ETA: 1s 20/39 [==============>...............] - ETA: 1s 21/39 [===============>..............] - ETA: 1s 22/39 [===============>..............] - ETA: 0s 23/39 [================>.............] - ETA: 0s 24/39 [=================>............] - ETA: 0s 25/39 [==================>...........] - ETA: 0s 26/39 [===================>..........] - ETA: 0s 27/39 [===================>..........] - ETA: 0s 28/39 [====================>.........] - ETA: 0s 29/39 [=====================>........] - ETA: 0s 30/39 [======================>.......] - ETA: 0s 31/39 [======================>.......] - ETA: 0s 32/39 [=======================>......] - ETA: 0s 33/39 [========================>.....] - ETA: 0s 34/39 [=========================>....] - ETA: 0s 35/39 [=========================>....] - ETA: 0s 36/39 [==========================>...] - ETA: 0s 37/39 [===========================>..] - ETA: 0s 38/39 [============================>.] - ETA: 0s 39/39 [==============================] - ETA: 0s 39/39 [==============================] - 2s 57ms/step +Saving marginal footprints