ATAC-seq ATAC_PE /scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_1.json Wed Sep 21 12:20:26 2022 +-----------------------------------------------------------------------------+ | NVIDIA-SMI 515.65.01 Driver Version: 515.65.01 CUDA Version: 11.7 | |-------------------------------+----------------------+----------------------+ | GPU Name Persistence-M| Bus-Id Disp.A | Volatile Uncorr. ECC | | Fan Temp Perf Pwr:Usage/Cap| Memory-Usage | GPU-Util Compute M. | | | | MIG M. | |===============================+======================+======================| | 0 NVIDIA TITAN V On | 00000000:82:00.0 Off | N/A | | 28% 32C P8 24W / 250W | 0MiB / 12288MiB | 0% E. Process | | | | N/A | +-------------------------------+----------------------+----------------------+ +-----------------------------------------------------------------------------+ | Processes: | | GPU GI CI PID Type Process name GPU Memory | | ID ID Usage | |=============================================================================| | No running processes found | +-----------------------------------------------------------------------------+ No logfile supplied - creating one 2022-09-21_12-20-26: 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=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/ATAC//ENCSR524CPZ//preprocessing/bigWigs/ENCSR524CPZ.bigWig \ --peaks=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/ATAC//ENCSR524CPZ//preprocessing/downloads/peaks.bed.gz \ --nonpeaks=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/ATAC//ENCSR524CPZ//negatives_data/negatives_with_summit.bed \ --outlier_threshold=0.99 \ --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_1.json \ --negative_sampling_ratio=0.1 \ --inputlen=2114 \ --outputlen=1000 \ --max_jitter=500 \ --filters=512 \ --n_dilation_layers=8 \ --bias_model_path=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/atac_bias_models/fold_1/bias.h5 \ --output_dir=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR524CPZ//chrombpnet_model_feb15_fold_1/ evaluating hyperparameters on the following chromosomes ['chr1', 'chr3', 'chr4', 'chr5', 'chr6', 'chr7', 'chr10', 'chr11', 'chr13', 'chr14', 'chr15', 'chr18', 'chr19', 'chr20', 'chr21', 'chr22', 'chrX', 'chrY', 'chr12', 'chr17'] Number of peaks input: 158421 Number of peaks filtered because the input/output is on the edge: 0 Number of peaks being used: 158421 Number of peaks input: 41746 Number of peaks filtered because the input/output is on the edge: 0 Number of peaks being used: 41746 Number of non peaks input: 160731 Number of non peaks filtered because the input/output is on the edge: 0 Number of non peaks being used: 160731 Number of non peaks input: 39435 Number of non peaks filtered because the input/output is on the edge: 0 Number of non peaks being used: 39435 Number of peaks after removing outliers: 156676 Number of nonpeaks after removing outliers: 141856 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 1/4433 [..............................] - ETA: 8:54:24 7/4433 [..............................] - ETA: 39s  13/4433 [..............................] - ETA: 38s 19/4433 [..............................] - ETA: 38s 25/4433 [..............................] - ETA: 38s 31/4433 [..............................] - ETA: 38s 37/4433 [..............................] - ETA: 38s 43/4433 [..............................] - ETA: 38s 49/4433 [..............................] - ETA: 38s 55/4433 [..............................] - ETA: 38s 61/4433 [..............................] - ETA: 38s 67/4433 [..............................] - ETA: 38s 73/4433 [..............................] - ETA: 38s 79/4433 [..............................] - ETA: 38s 85/4433 [..............................] - ETA: 38s 91/4433 [..............................] - ETA: 38s 97/4433 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4384/4433 [============================>.] - ETA: 0s 4390/4433 [============================>.] - ETA: 0s 4396/4433 [============================>.] - ETA: 0s 4402/4433 [============================>.] - ETA: 0s 4408/4433 [============================>.] - ETA: 0s 4414/4433 [============================>.] - ETA: 0s 4420/4433 [============================>.] - ETA: 0s 4426/4433 [============================>.] - ETA: 0s 4432/4433 [============================>.] - ETA: 0s 4433/4433 [==============================] - 46s 9ms/step 2022-09-21_12-26-50: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/train.py \ --genome=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ --bigwig=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/ATAC//ENCSR524CPZ//preprocessing/bigWigs/ENCSR524CPZ.bigWig \ --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR524CPZ//chrombpnet_model_feb15_fold_1//filtered.peaks.bed \ --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR524CPZ//chrombpnet_model_feb15_fold_1//filtered.nonpeaks.bed \ --params=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR524CPZ//chrombpnet_model_feb15_fold_1//chrombpnet_model_params.tsv \ --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR524CPZ//chrombpnet_model_feb15_fold_1//chrombpnet \ --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_1.json \ --batch_size=64 \ --architecture_from_file=/home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/models/chrombpnet_with_bias_model.py \ --trackables logcount_predictions_loss loss logits_profile_predictions_loss val_logcount_predictions_loss val_loss val_logits_profile_predictions_loss {'counts_loss_weight': '19.0', 'filters': '512', 'n_dil_layers': '8', 'bias_model_path': '/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR524CPZ//chrombpnet_model_feb15_fold_1/bias_model_scaled.h5', 'inputlen': '2114', 'outputlen': '1000', 'max_jitter': '500', 'chr_fold_path': '/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_1.json', 'negative_sampling_ratio': '0.1'} got the model loading peaks... got split:train for bed regions:(140971, 10) loading nonpeaks... got split:train for bed regions:(127189, 10) loading peaks... got split:valid for bed regions:(15705, 10) loading nonpeaks... got split:valid for bed regions:(14667, 10) Epoch 1/50 1/2423 [..............................] - ETA: 5:57:09 - loss: 694.0930 - logits_profile_predictions_loss: 606.1314 - logcount_predictions_loss: 4.6296 2/2423 [..............................] - ETA: 22:55 - loss: 1053.7399 - logits_profile_predictions_loss: 568.5949 - logcount_predictions_loss: 25.5339 3/2423 [..............................] - ETA: 22:49 - loss: 1075.8581 - logits_profile_predictions_loss: 549.5015 - logcount_predictions_loss: 27.7030 4/2423 [..............................] - ETA: 22:48 - loss: 1051.0008 - logits_profile_predictions_loss: 538.0472 - logcount_predictions_loss: 26.9976 5/2423 [..............................] - ETA: 22:46 - loss: 1020.6818 - logits_profile_predictions_loss: 531.8633 - logcount_predictions_loss: 25.7273 6/2423 [..............................] - ETA: 22:45 - loss: 991.2355 - logits_profile_predictions_loss: 527.4263 - logcount_predictions_loss: 24.4110  7/2423 [..............................] - ETA: 22:45 - loss: 963.9965 - logits_profile_predictions_loss: 523.7092 - logcount_predictions_loss: 23.1730 8/2423 [..............................] - ETA: 22:44 - loss: 940.0271 - logits_profile_predictions_loss: 521.0177 - logcount_predictions_loss: 22.0531 9/2423 [..............................] - ETA: 22:43 - loss: 919.2022 - logits_profile_predictions_loss: 519.1746 - logcount_predictions_loss: 21.0541 10/2423 [..............................] - ETA: 22:42 - loss: 900.5549 - logits_profile_predictions_loss: 517.5486 - logcount_predictions_loss: 20.1582 11/2423 [..............................] - ETA: 22:41 - loss: 884.0191 - logits_profile_predictions_loss: 516.2588 - logcount_predictions_loss: 19.3558 12/2423 [..............................] - ETA: 22:41 - loss: 868.9970 - logits_profile_predictions_loss: 514.9900 - logcount_predictions_loss: 18.6319 13/2423 [..............................] - ETA: 22:40 - loss: 855.5219 - logits_profile_predictions_loss: 513.9639 - logcount_predictions_loss: 17.9767 14/2423 [..............................] - ETA: 22:39 - loss: 843.2143 - logits_profile_predictions_loss: 513.0035 - logcount_predictions_loss: 17.3795 15/2423 [..............................] - ETA: 22:38 - loss: 831.8476 - logits_profile_predictions_loss: 512.0169 - logcount_predictions_loss: 16.8332 16/2423 [..............................] - ETA: 22:38 - loss: 821.2949 - logits_profile_predictions_loss: 510.9906 - logcount_predictions_loss: 16.3318 17/2423 [..............................] - ETA: 22:37 - loss: 811.6696 - 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[====>.........................] - ETA: 19:12 - loss: 574.8377 - logits_profile_predictions_loss: 485.3863 - logcount_predictions_loss: 4.7080 415/2423 [====>.........................] - ETA: 19:11 - loss: 574.7749 - logits_profile_predictions_loss: 485.3663 - logcount_predictions_loss: 4.7057 416/2423 [====>.........................] - ETA: 19:10 - loss: 574.7120 - logits_profile_predictions_loss: 485.3462 - logcount_predictions_loss: 4.7035 417/2423 [====>.........................] - ETA: 19:10 - loss: 574.6494 - logits_profile_predictions_loss: 485.3261 - logcount_predictions_loss: 4.7012 418/2423 [====>.........................] - ETA: 19:09 - loss: 574.5871 - logits_profile_predictions_loss: 485.3061 - logcount_predictions_loss: 4.6990 419/2423 [====>.........................] - ETA: 19:09 - loss: 574.5251 - logits_profile_predictions_loss: 485.2862 - logcount_predictions_loss: 4.6968 420/2423 [====>.........................] - ETA: 19:08 - loss: 574.4636 - 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[============================>.] - ETA: 26s - loss: 520.6203 - logits_profile_predictions_loss: 465.5207 - logcount_predictions_loss: 2.9000 2378/2423 [============================>.] - ETA: 25s - loss: 520.6038 - logits_profile_predictions_loss: 465.5143 - logcount_predictions_loss: 2.8995 2379/2423 [============================>.] - ETA: 24s - loss: 520.5873 - logits_profile_predictions_loss: 465.5078 - logcount_predictions_loss: 2.8989 2380/2423 [============================>.] - ETA: 24s - loss: 520.5708 - logits_profile_predictions_loss: 465.5014 - logcount_predictions_loss: 2.8984 2381/2423 [============================>.] - ETA: 23s - loss: 520.5543 - logits_profile_predictions_loss: 465.4950 - logcount_predictions_loss: 2.8979 2382/2423 [============================>.] - ETA: 23s - loss: 520.5378 - logits_profile_predictions_loss: 465.4886 - logcount_predictions_loss: 2.8973 2383/2423 [============================>.] - ETA: 22s - loss: 520.5213 - 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[============================>.] - ETA: 18s - loss: 520.4060 - logits_profile_predictions_loss: 465.4371 - logcount_predictions_loss: 2.8931 2391/2423 [============================>.] - ETA: 18s - loss: 520.3895 - logits_profile_predictions_loss: 465.4307 - logcount_predictions_loss: 2.8926 2392/2423 [============================>.] - ETA: 17s - loss: 520.3731 - logits_profile_predictions_loss: 465.4242 - logcount_predictions_loss: 2.8921 2393/2423 [============================>.] - ETA: 16s - loss: 520.3566 - logits_profile_predictions_loss: 465.4178 - logcount_predictions_loss: 2.8915 2394/2423 [============================>.] - ETA: 16s - loss: 520.3402 - logits_profile_predictions_loss: 465.4114 - logcount_predictions_loss: 2.8910 2395/2423 [============================>.] - ETA: 15s - loss: 520.3238 - logits_profile_predictions_loss: 465.4050 - logcount_predictions_loss: 2.8905 2396/2423 [============================>.] - ETA: 15s - loss: 520.3074 - logits_profile_predictions_loss: 465.3985 - logcount_predictions_loss: 2.8900 2397/2423 [============================>.] - ETA: 14s - loss: 520.2910 - logits_profile_predictions_loss: 465.3921 - logcount_predictions_loss: 2.8894 2398/2423 [============================>.] - ETA: 14s - loss: 520.2745 - logits_profile_predictions_loss: 465.3857 - logcount_predictions_loss: 2.8889 2399/2423 [============================>.] - ETA: 13s - loss: 520.2582 - logits_profile_predictions_loss: 465.3793 - logcount_predictions_loss: 2.8884 2400/2423 [============================>.] - ETA: 13s - loss: 520.2418 - logits_profile_predictions_loss: 465.3729 - logcount_predictions_loss: 2.8879 2401/2423 [============================>.] - ETA: 12s - loss: 520.2254 - logits_profile_predictions_loss: 465.3664 - logcount_predictions_loss: 2.8873 2402/2423 [============================>.] - ETA: 11s - loss: 520.2090 - logits_profile_predictions_loss: 465.3600 - logcount_predictions_loss: 2.8868 2403/2423 [============================>.] - ETA: 11s - loss: 520.1926 - logits_profile_predictions_loss: 465.3536 - logcount_predictions_loss: 2.8863 2404/2423 [============================>.] - ETA: 10s - loss: 520.1763 - logits_profile_predictions_loss: 465.3472 - logcount_predictions_loss: 2.8858 2405/2423 [============================>.] - ETA: 10s - loss: 520.1599 - logits_profile_predictions_loss: 465.3408 - logcount_predictions_loss: 2.8852 2406/2423 [============================>.] - ETA: 9s - loss: 520.1436 - logits_profile_predictions_loss: 465.3344 - logcount_predictions_loss: 2.8847  2407/2423 [============================>.] - ETA: 9s - loss: 520.1272 - logits_profile_predictions_loss: 465.3280 - logcount_predictions_loss: 2.8842 2408/2423 [============================>.] - ETA: 8s - loss: 520.1109 - logits_profile_predictions_loss: 465.3216 - logcount_predictions_loss: 2.8837 2409/2423 [============================>.] - ETA: 7s - loss: 520.0946 - logits_profile_predictions_loss: 465.3152 - logcount_predictions_loss: 2.8831 2410/2423 [============================>.] - ETA: 7s - loss: 520.0783 - logits_profile_predictions_loss: 465.3088 - logcount_predictions_loss: 2.8826 2411/2423 [============================>.] - ETA: 6s - loss: 520.0619 - logits_profile_predictions_loss: 465.3024 - logcount_predictions_loss: 2.8821 2412/2423 [============================>.] - ETA: 6s - loss: 520.0456 - logits_profile_predictions_loss: 465.2960 - logcount_predictions_loss: 2.8816 2413/2423 [============================>.] - ETA: 5s - loss: 520.0293 - logits_profile_predictions_loss: 465.2896 - logcount_predictions_loss: 2.8811 2414/2423 [============================>.] - ETA: 5s - loss: 520.0130 - logits_profile_predictions_loss: 465.2832 - logcount_predictions_loss: 2.8805 2415/2423 [============================>.] - ETA: 4s - loss: 519.9967 - logits_profile_predictions_loss: 465.2768 - logcount_predictions_loss: 2.8800 2416/2423 [============================>.] - ETA: 3s - loss: 519.9804 - logits_profile_predictions_loss: 465.2704 - logcount_predictions_loss: 2.8795 2417/2423 [============================>.] - ETA: 3s - loss: 519.9641 - logits_profile_predictions_loss: 465.2640 - logcount_predictions_loss: 2.8790 2418/2423 [============================>.] - ETA: 2s - loss: 519.9478 - logits_profile_predictions_loss: 465.2576 - logcount_predictions_loss: 2.8785 2419/2423 [============================>.] - ETA: 2s - loss: 519.9315 - logits_profile_predictions_loss: 465.2512 - logcount_predictions_loss: 2.8779 2420/2423 [============================>.] - ETA: 1s - loss: 519.9152 - logits_profile_predictions_loss: 465.2447 - logcount_predictions_loss: 2.8774 2421/2423 [============================>.] - ETA: 1s - loss: 519.8990 - logits_profile_predictions_loss: 465.2383 - logcount_predictions_loss: 2.8769 2422/2423 [============================>.] - ETA: 0s - loss: 519.8827 - logits_profile_predictions_loss: 465.2319 - logcount_predictions_loss: 2.8764 2423/2423 [==============================] - ETA: 0s - loss: 519.8665 - logits_profile_predictions_loss: 465.2255 - logcount_predictions_loss: 2.8759 2423/2423 [==============================] - 1435s 589ms/step - loss: 519.8502 - logits_profile_predictions_loss: 465.2191 - logcount_predictions_loss: 2.8753 - val_loss: 491.2124 - val_logits_profile_predictions_loss: 479.2810 - val_logcount_predictions_loss: 0.6280 Epoch 00001: val_loss improved from inf to 491.21240, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR524CPZ//chrombpnet_model_feb15_fold_1/chrombpnet.h5 Epoch 2/50 1/2423 [..............................] - ETA: 23:38 - loss: 451.9341 - logits_profile_predictions_loss: 441.2112 - logcount_predictions_loss: 0.5644 2/2423 [..............................] - ETA: 22:46 - loss: 446.7438 - logits_profile_predictions_loss: 435.3266 - logcount_predictions_loss: 0.6009 3/2423 [..............................] - ETA: 22:44 - loss: 442.6513 - logits_profile_predictions_loss: 430.8550 - logcount_predictions_loss: 0.6209 4/2423 [..............................] - ETA: 22:43 - loss: 442.7596 - logits_profile_predictions_loss: 430.4517 - logcount_predictions_loss: 0.6478 5/2423 [..............................] - ETA: 22:43 - loss: 442.6348 - logits_profile_predictions_loss: 430.1556 - logcount_predictions_loss: 0.6568 6/2423 [..............................] - ETA: 22:42 - loss: 441.4310 - logits_profile_predictions_loss: 428.7939 - logcount_predictions_loss: 0.6651 7/2423 [..............................] - ETA: 22:41 - loss: 440.6357 - logits_profile_predictions_loss: 427.9035 - logcount_predictions_loss: 0.6701 8/2423 [..............................] - ETA: 22:40 - loss: 439.6280 - logits_profile_predictions_loss: 426.8547 - logcount_predictions_loss: 0.6723 9/2423 [..............................] - ETA: 22:40 - loss: 438.6498 - logits_profile_predictions_loss: 425.8737 - logcount_predictions_loss: 0.6724 10/2423 [..............................] - ETA: 22:39 - loss: 437.8242 - logits_profile_predictions_loss: 425.0809 - logcount_predictions_loss: 0.6707 11/2423 [..............................] - ETA: 22:39 - loss: 437.7094 - logits_profile_predictions_loss: 424.9961 - logcount_predictions_loss: 0.6691 12/2423 [..............................] - ETA: 22:38 - loss: 437.7533 - logits_profile_predictions_loss: 425.0712 - logcount_predictions_loss: 0.6675 13/2423 [..............................] - ETA: 22:38 - loss: 437.6128 - logits_profile_predictions_loss: 424.9618 - logcount_predictions_loss: 0.6658 14/2423 [..............................] - ETA: 22:37 - loss: 437.5571 - logits_profile_predictions_loss: 424.9300 - logcount_predictions_loss: 0.6646 15/2423 [..............................] - ETA: 22:37 - loss: 437.8658 - logits_profile_predictions_loss: 425.2458 - logcount_predictions_loss: 0.6642 16/2423 [..............................] - ETA: 22:36 - loss: 438.4736 - logits_profile_predictions_loss: 425.8572 - logcount_predictions_loss: 0.6640 17/2423 [..............................] - ETA: 22:36 - loss: 438.7952 - logits_profile_predictions_loss: 426.1900 - logcount_predictions_loss: 0.6634 18/2423 [..............................] - ETA: 22:35 - loss: 439.0700 - logits_profile_predictions_loss: 426.4788 - logcount_predictions_loss: 0.6627 19/2423 [..............................] - ETA: 22:35 - loss: 439.3286 - logits_profile_predictions_loss: 426.7539 - logcount_predictions_loss: 0.6618 20/2423 [..............................] - ETA: 22:34 - loss: 439.4941 - logits_profile_predictions_loss: 426.9374 - logcount_predictions_loss: 0.6609 21/2423 [..............................] - ETA: 22:33 - loss: 439.7483 - logits_profile_predictions_loss: 427.2049 - logcount_predictions_loss: 0.6602 22/2423 [..............................] - ETA: 22:33 - loss: 440.0029 - logits_profile_predictions_loss: 427.4705 - logcount_predictions_loss: 0.6596 23/2423 [..............................] - ETA: 22:32 - loss: 440.0953 - logits_profile_predictions_loss: 427.5650 - logcount_predictions_loss: 0.6595 24/2423 [..............................] - ETA: 22:32 - loss: 440.2544 - logits_profile_predictions_loss: 427.7261 - logcount_predictions_loss: 0.6594 25/2423 [..............................] - ETA: 22:31 - loss: 440.3356 - logits_profile_predictions_loss: 427.8145 - logcount_predictions_loss: 0.6590 26/2423 [..............................] - ETA: 22:31 - loss: 440.3397 - logits_profile_predictions_loss: 427.8278 - logcount_predictions_loss: 0.6585 27/2423 [..............................] - ETA: 22:30 - loss: 440.3523 - logits_profile_predictions_loss: 427.8475 - logcount_predictions_loss: 0.6581 28/2423 [..............................] - ETA: 22:30 - loss: 440.3989 - logits_profile_predictions_loss: 427.9042 - logcount_predictions_loss: 0.6576 29/2423 [..............................] - ETA: 22:29 - loss: 440.4111 - logits_profile_predictions_loss: 427.9328 - logcount_predictions_loss: 0.6568 30/2423 [..............................] - ETA: 22:28 - loss: 440.4000 - logits_profile_predictions_loss: 427.9382 - logcount_predictions_loss: 0.6559 31/2423 [..............................] - ETA: 22:28 - loss: 440.3971 - logits_profile_predictions_loss: 427.9513 - logcount_predictions_loss: 0.6550 32/2423 [..............................] - ETA: 22:27 - loss: 440.3873 - logits_profile_predictions_loss: 427.9589 - logcount_predictions_loss: 0.6541 33/2423 [..............................] - ETA: 22:27 - loss: 440.3673 - logits_profile_predictions_loss: 427.9562 - logcount_predictions_loss: 0.6532 34/2423 [..............................] - ETA: 22:26 - loss: 440.3164 - logits_profile_predictions_loss: 427.9226 - logcount_predictions_loss: 0.6523 35/2423 [..............................] - ETA: 22:26 - loss: 440.3571 - logits_profile_predictions_loss: 427.9782 - logcount_predictions_loss: 0.6515 36/2423 [..............................] - ETA: 22:25 - loss: 440.3959 - logits_profile_predictions_loss: 428.0307 - logcount_predictions_loss: 0.6508 37/2423 [..............................] - ETA: 22:24 - loss: 440.3897 - logits_profile_predictions_loss: 428.0365 - logcount_predictions_loss: 0.6502 38/2423 [..............................] - ETA: 22:24 - loss: 440.3918 - logits_profile_predictions_loss: 428.0499 - logcount_predictions_loss: 0.6496 39/2423 [..............................] - ETA: 22:23 - loss: 440.3582 - logits_profile_predictions_loss: 428.0297 - logcount_predictions_loss: 0.6489 40/2423 [..............................] - ETA: 22:23 - loss: 440.2843 - logits_profile_predictions_loss: 427.9695 - logcount_predictions_loss: 0.6481 41/2423 [..............................] - ETA: 22:22 - loss: 440.2143 - logits_profile_predictions_loss: 427.9131 - logcount_predictions_loss: 0.6474 42/2423 [..............................] - ETA: 22:22 - loss: 440.1722 - logits_profile_predictions_loss: 427.8824 - logcount_predictions_loss: 0.6468 43/2423 [..............................] - ETA: 22:21 - loss: 440.1537 - logits_profile_predictions_loss: 427.8761 - logcount_predictions_loss: 0.6462 44/2423 [..............................] - ETA: 22:20 - loss: 440.1180 - logits_profile_predictions_loss: 427.8538 - logcount_predictions_loss: 0.6455 45/2423 [..............................] - ETA: 22:20 - loss: 440.0693 - logits_profile_predictions_loss: 427.8165 - logcount_predictions_loss: 0.6449 46/2423 [..............................] - ETA: 22:19 - loss: 440.0024 - logits_profile_predictions_loss: 427.7612 - logcount_predictions_loss: 0.6443 47/2423 [..............................] - ETA: 22:19 - loss: 439.9681 - logits_profile_predictions_loss: 427.7365 - logcount_predictions_loss: 0.6438 48/2423 [..............................] - ETA: 22:18 - loss: 439.9414 - logits_profile_predictions_loss: 427.7188 - logcount_predictions_loss: 0.6433 49/2423 [..............................] - ETA: 22:18 - loss: 439.8958 - logits_profile_predictions_loss: 427.6825 - logcount_predictions_loss: 0.6428 50/2423 [..............................] - ETA: 22:17 - loss: 439.8565 - logits_profile_predictions_loss: 427.6500 - logcount_predictions_loss: 0.6425 51/2423 [..............................] - ETA: 22:16 - loss: 439.8112 - logits_profile_predictions_loss: 427.6114 - logcount_predictions_loss: 0.6421 52/2423 [..............................] - ETA: 22:16 - loss: 439.7651 - logits_profile_predictions_loss: 427.5714 - logcount_predictions_loss: 0.6418 53/2423 [..............................] - ETA: 22:15 - loss: 439.7166 - logits_profile_predictions_loss: 427.5290 - logcount_predictions_loss: 0.6415 54/2423 [..............................] - ETA: 22:15 - loss: 439.6642 - logits_profile_predictions_loss: 427.4828 - logcount_predictions_loss: 0.6411 55/2423 [..............................] - ETA: 22:14 - loss: 439.6368 - 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[..............................] - ETA: 22:10 - loss: 439.5128 - logits_profile_predictions_loss: 427.3683 - logcount_predictions_loss: 0.6392 63/2423 [..............................] - ETA: 22:10 - loss: 439.4991 - logits_profile_predictions_loss: 427.3588 - logcount_predictions_loss: 0.6390 64/2423 [..............................] - ETA: 22:09 - loss: 439.4764 - logits_profile_predictions_loss: 427.3403 - logcount_predictions_loss: 0.6387 65/2423 [..............................] - ETA: 22:08 - loss: 439.4552 - logits_profile_predictions_loss: 427.3237 - logcount_predictions_loss: 0.6385 66/2423 [..............................] - ETA: 22:08 - loss: 439.4438 - logits_profile_predictions_loss: 427.3149 - logcount_predictions_loss: 0.6384 67/2423 [..............................] - ETA: 22:07 - loss: 439.4282 - logits_profile_predictions_loss: 427.3020 - logcount_predictions_loss: 0.6382 68/2423 [..............................] - ETA: 22:07 - loss: 439.4036 - 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[..............................] - ETA: 22:03 - loss: 439.3307 - logits_profile_predictions_loss: 427.2241 - logcount_predictions_loss: 0.6372 76/2423 [..............................] - ETA: 22:02 - loss: 439.3249 - logits_profile_predictions_loss: 427.2188 - logcount_predictions_loss: 0.6372 77/2423 [..............................] - ETA: 22:02 - loss: 439.3067 - logits_profile_predictions_loss: 427.2011 - logcount_predictions_loss: 0.6371 78/2423 [..............................] - ETA: 22:01 - loss: 439.2906 - logits_profile_predictions_loss: 427.1851 - logcount_predictions_loss: 0.6371 79/2423 [..............................] - ETA: 22:00 - loss: 439.2894 - logits_profile_predictions_loss: 427.1830 - logcount_predictions_loss: 0.6372 80/2423 [..............................] - ETA: 22:00 - loss: 439.2894 - logits_profile_predictions_loss: 427.1815 - logcount_predictions_loss: 0.6373 81/2423 [>.............................] - ETA: 21:59 - loss: 439.2847 - 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[====>.........................] - ETA: 18:16 - loss: 439.1169 - logits_profile_predictions_loss: 427.0429 - logcount_predictions_loss: 0.6355 479/2423 [====>.........................] - ETA: 18:15 - loss: 439.1185 - logits_profile_predictions_loss: 427.0444 - logcount_predictions_loss: 0.6355 480/2423 [====>.........................] - ETA: 18:15 - loss: 439.1201 - logits_profile_predictions_loss: 427.0459 - logcount_predictions_loss: 0.6355 481/2423 [====>.........................] - ETA: 18:14 - loss: 439.1218 - logits_profile_predictions_loss: 427.0474 - logcount_predictions_loss: 0.6355 482/2423 [====>.........................] - ETA: 18:14 - loss: 439.1234 - logits_profile_predictions_loss: 427.0489 - logcount_predictions_loss: 0.6355 483/2423 [====>.........................] - ETA: 18:13 - loss: 439.1250 - logits_profile_predictions_loss: 427.0505 - logcount_predictions_loss: 0.6355 484/2423 [====>.........................] - ETA: 18:13 - loss: 439.1266 - logits_profile_predictions_loss: 427.0520 - logcount_predictions_loss: 0.6355 485/2423 [=====>........................] - ETA: 18:12 - loss: 439.1282 - logits_profile_predictions_loss: 427.0534 - logcount_predictions_loss: 0.6355 486/2423 [=====>........................] - ETA: 18:11 - loss: 439.1297 - logits_profile_predictions_loss: 427.0549 - logcount_predictions_loss: 0.6355 487/2423 [=====>........................] - ETA: 18:11 - loss: 439.1315 - logits_profile_predictions_loss: 427.0566 - logcount_predictions_loss: 0.6355 488/2423 [=====>........................] - ETA: 18:10 - loss: 439.1334 - logits_profile_predictions_loss: 427.0584 - logcount_predictions_loss: 0.6355 489/2423 [=====>........................] - ETA: 18:10 - loss: 439.1356 - logits_profile_predictions_loss: 427.0605 - logcount_predictions_loss: 0.6355 490/2423 [=====>........................] - ETA: 18:09 - loss: 439.1378 - logits_profile_predictions_loss: 427.0627 - logcount_predictions_loss: 0.6355 491/2423 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[============================>.] - ETA: 33s - loss: 438.2087 - logits_profile_predictions_loss: 426.3160 - logcount_predictions_loss: 0.6259 2364/2423 [============================>.] - ETA: 33s - loss: 438.2077 - logits_profile_predictions_loss: 426.3151 - logcount_predictions_loss: 0.6259 2365/2423 [============================>.] - ETA: 32s - loss: 438.2067 - logits_profile_predictions_loss: 426.3142 - logcount_predictions_loss: 0.6259 2366/2423 [============================>.] - ETA: 32s - loss: 438.2057 - logits_profile_predictions_loss: 426.3134 - logcount_predictions_loss: 0.6259 2367/2423 [============================>.] - ETA: 31s - loss: 438.2048 - logits_profile_predictions_loss: 426.3125 - logcount_predictions_loss: 0.6259 2368/2423 [============================>.] - ETA: 30s - loss: 438.2038 - logits_profile_predictions_loss: 426.3116 - logcount_predictions_loss: 0.6259 2369/2423 [============================>.] - ETA: 30s - loss: 438.2029 - 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[============================>.] - ETA: 26s - loss: 438.1961 - logits_profile_predictions_loss: 426.3047 - logcount_predictions_loss: 0.6259 2377/2423 [============================>.] - ETA: 25s - loss: 438.1951 - logits_profile_predictions_loss: 426.3038 - logcount_predictions_loss: 0.6259 2378/2423 [============================>.] - ETA: 25s - loss: 438.1942 - logits_profile_predictions_loss: 426.3030 - logcount_predictions_loss: 0.6259 2379/2423 [============================>.] - ETA: 24s - loss: 438.1932 - logits_profile_predictions_loss: 426.3021 - logcount_predictions_loss: 0.6259 2380/2423 [============================>.] - ETA: 24s - loss: 438.1923 - logits_profile_predictions_loss: 426.3012 - logcount_predictions_loss: 0.6259 2381/2423 [============================>.] - ETA: 23s - loss: 438.1913 - logits_profile_predictions_loss: 426.3004 - logcount_predictions_loss: 0.6259 2382/2423 [============================>.] - ETA: 23s - loss: 438.1903 - 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[============================>.] - ETA: 11s - loss: 438.1713 - logits_profile_predictions_loss: 426.2824 - logcount_predictions_loss: 0.6257 2403/2423 [============================>.] - ETA: 11s - loss: 438.1704 - logits_profile_predictions_loss: 426.2816 - logcount_predictions_loss: 0.6257 2404/2423 [============================>.] - ETA: 10s - loss: 438.1694 - logits_profile_predictions_loss: 426.2807 - logcount_predictions_loss: 0.6257 2405/2423 [============================>.] - ETA: 10s - loss: 438.1685 - logits_profile_predictions_loss: 426.2799 - logcount_predictions_loss: 0.6257 2406/2423 [============================>.] - ETA: 9s - loss: 438.1675 - logits_profile_predictions_loss: 426.2790 - logcount_predictions_loss: 0.6257  2407/2423 [============================>.] - ETA: 9s - loss: 438.1666 - logits_profile_predictions_loss: 426.2782 - logcount_predictions_loss: 0.6257 2408/2423 [============================>.] - ETA: 8s - loss: 438.1657 - logits_profile_predictions_loss: 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2422/2423 [============================>.] - ETA: 0s - loss: 438.1527 - logits_profile_predictions_loss: 426.2657 - logcount_predictions_loss: 0.6256 2423/2423 [==============================] - ETA: 0s - loss: 438.1518 - logits_profile_predictions_loss: 426.2649 - logcount_predictions_loss: 0.6256 2423/2423 [==============================] - 1420s 586ms/step - loss: 438.1509 - logits_profile_predictions_loss: 426.2641 - logcount_predictions_loss: 0.6256 - val_loss: 480.3777 - val_logits_profile_predictions_loss: 469.0743 - val_logcount_predictions_loss: 0.5949 Epoch 00002: val_loss improved from 491.21240 to 480.37769, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR524CPZ//chrombpnet_model_feb15_fold_1/chrombpnet.h5 Epoch 3/50 1/2423 [..............................] - ETA: 23:26 - loss: 473.5882 - logits_profile_predictions_loss: 461.6385 - logcount_predictions_loss: 0.6289 2/2423 [..............................] - ETA: 22:42 - loss: 461.9101 - 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[..............................] - ETA: 22:38 - loss: 449.8583 - logits_profile_predictions_loss: 439.0722 - logcount_predictions_loss: 0.5677 10/2423 [..............................] - ETA: 22:38 - loss: 448.7616 - logits_profile_predictions_loss: 438.0091 - logcount_predictions_loss: 0.5659 11/2423 [..............................] - ETA: 22:37 - loss: 448.0879 - logits_profile_predictions_loss: 437.3635 - logcount_predictions_loss: 0.5644 12/2423 [..............................] - ETA: 22:37 - loss: 447.4751 - logits_profile_predictions_loss: 436.7567 - logcount_predictions_loss: 0.5641 13/2423 [..............................] - ETA: 22:36 - loss: 446.7473 - logits_profile_predictions_loss: 436.0509 - logcount_predictions_loss: 0.5630 14/2423 [..............................] - ETA: 22:35 - loss: 445.8904 - logits_profile_predictions_loss: 435.2240 - logcount_predictions_loss: 0.5614 15/2423 [..............................] - ETA: 22:35 - loss: 445.1217 - 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[=>............................] - ETA: 21:11 - loss: 430.1531 - logits_profile_predictions_loss: 419.7475 - logcount_predictions_loss: 0.5477 166/2423 [=>............................] - ETA: 21:10 - loss: 430.1493 - logits_profile_predictions_loss: 419.7417 - logcount_predictions_loss: 0.5478 167/2423 [=>............................] - ETA: 21:10 - loss: 430.1461 - logits_profile_predictions_loss: 419.7365 - logcount_predictions_loss: 0.5479 168/2423 [=>............................] - ETA: 21:09 - loss: 430.1430 - logits_profile_predictions_loss: 419.7312 - logcount_predictions_loss: 0.5480 169/2423 [=>............................] - ETA: 21:09 - loss: 430.1420 - logits_profile_predictions_loss: 419.7281 - logcount_predictions_loss: 0.5481 170/2423 [=>............................] - ETA: 21:08 - loss: 430.1421 - logits_profile_predictions_loss: 419.7260 - logcount_predictions_loss: 0.5482 171/2423 [=>............................] - ETA: 21:08 - loss: 430.1414 - logits_profile_predictions_loss: 419.7232 - logcount_predictions_loss: 0.5483 172/2423 [=>............................] - ETA: 21:07 - loss: 430.1400 - logits_profile_predictions_loss: 419.7198 - logcount_predictions_loss: 0.5484 173/2423 [=>............................] - ETA: 21:06 - loss: 430.1397 - logits_profile_predictions_loss: 419.7173 - logcount_predictions_loss: 0.5485 174/2423 [=>............................] - ETA: 21:06 - loss: 430.1393 - logits_profile_predictions_loss: 419.7148 - logcount_predictions_loss: 0.5487 175/2423 [=>............................] - ETA: 21:05 - loss: 430.1381 - logits_profile_predictions_loss: 419.7117 - logcount_predictions_loss: 0.5488 176/2423 [=>............................] - ETA: 21:05 - loss: 430.1365 - logits_profile_predictions_loss: 419.7081 - logcount_predictions_loss: 0.5489 177/2423 [=>............................] - ETA: 21:04 - loss: 430.1348 - logits_profile_predictions_loss: 419.7047 - logcount_predictions_loss: 0.5490 178/2423 [=>............................] - ETA: 21:04 - loss: 430.1326 - logits_profile_predictions_loss: 419.7006 - logcount_predictions_loss: 0.5490 179/2423 [=>............................] - ETA: 21:03 - loss: 430.1313 - logits_profile_predictions_loss: 419.6974 - logcount_predictions_loss: 0.5491 180/2423 [=>............................] - ETA: 21:02 - loss: 430.1328 - logits_profile_predictions_loss: 419.6971 - logcount_predictions_loss: 0.5492 181/2423 [=>............................] - ETA: 21:02 - loss: 430.1348 - logits_profile_predictions_loss: 419.6971 - logcount_predictions_loss: 0.5493 182/2423 [=>............................] - ETA: 21:01 - loss: 430.1366 - logits_profile_predictions_loss: 419.6969 - logcount_predictions_loss: 0.5495 183/2423 [=>............................] - ETA: 21:01 - loss: 430.1387 - logits_profile_predictions_loss: 419.6970 - logcount_predictions_loss: 0.5496 184/2423 [=>............................] - ETA: 21:00 - loss: 430.1405 - logits_profile_predictions_loss: 419.6968 - logcount_predictions_loss: 0.5497 185/2423 [=>............................] - ETA: 21:00 - loss: 430.1411 - logits_profile_predictions_loss: 419.6955 - logcount_predictions_loss: 0.5498 186/2423 [=>............................] - ETA: 20:59 - loss: 430.1416 - logits_profile_predictions_loss: 419.6941 - logcount_predictions_loss: 0.5499 187/2423 [=>............................] - ETA: 20:59 - loss: 430.1416 - logits_profile_predictions_loss: 419.6924 - logcount_predictions_loss: 0.5500 188/2423 [=>............................] - ETA: 20:58 - loss: 430.1417 - logits_profile_predictions_loss: 419.6906 - logcount_predictions_loss: 0.5501 189/2423 [=>............................] - ETA: 20:57 - loss: 430.1422 - logits_profile_predictions_loss: 419.6894 - logcount_predictions_loss: 0.5501 190/2423 [=>............................] - ETA: 20:57 - loss: 430.1420 - logits_profile_predictions_loss: 419.6873 - logcount_predictions_loss: 0.5502 191/2423 [=>............................] - ETA: 20:56 - loss: 430.1414 - logits_profile_predictions_loss: 419.6850 - logcount_predictions_loss: 0.5503 192/2423 [=>............................] - ETA: 20:56 - loss: 430.1413 - logits_profile_predictions_loss: 419.6831 - logcount_predictions_loss: 0.5504 193/2423 [=>............................] - ETA: 20:55 - loss: 430.1409 - logits_profile_predictions_loss: 419.6810 - logcount_predictions_loss: 0.5505 194/2423 [=>............................] - ETA: 20:55 - loss: 430.1408 - logits_profile_predictions_loss: 419.6792 - logcount_predictions_loss: 0.5506 195/2423 [=>............................] - ETA: 20:54 - loss: 430.1399 - logits_profile_predictions_loss: 419.6766 - logcount_predictions_loss: 0.5507 196/2423 [=>............................] - ETA: 20:54 - loss: 430.1404 - logits_profile_predictions_loss: 419.6754 - logcount_predictions_loss: 0.5508 197/2423 [=>............................] - ETA: 20:53 - loss: 430.1395 - logits_profile_predictions_loss: 419.6729 - logcount_predictions_loss: 0.5509 198/2423 [=>............................] - ETA: 20:52 - loss: 430.1387 - logits_profile_predictions_loss: 419.6704 - logcount_predictions_loss: 0.5510 199/2423 [=>............................] - ETA: 20:52 - loss: 430.1373 - logits_profile_predictions_loss: 419.6676 - logcount_predictions_loss: 0.5510 200/2423 [=>............................] - ETA: 20:51 - loss: 430.1342 - logits_profile_predictions_loss: 419.6630 - logcount_predictions_loss: 0.5511 201/2423 [=>............................] - ETA: 20:51 - loss: 430.1321 - logits_profile_predictions_loss: 419.6594 - logcount_predictions_loss: 0.5512 202/2423 [=>............................] - ETA: 20:50 - loss: 430.1307 - logits_profile_predictions_loss: 419.6565 - logcount_predictions_loss: 0.5513 203/2423 [=>............................] - ETA: 20:50 - loss: 430.1303 - logits_profile_predictions_loss: 419.6545 - logcount_predictions_loss: 0.5514 204/2423 [=>............................] - ETA: 20:49 - loss: 430.1302 - logits_profile_predictions_loss: 419.6529 - logcount_predictions_loss: 0.5514 205/2423 [=>............................] - ETA: 20:48 - loss: 430.1307 - logits_profile_predictions_loss: 419.6519 - logcount_predictions_loss: 0.5515 206/2423 [=>............................] - ETA: 20:48 - loss: 430.1314 - logits_profile_predictions_loss: 419.6510 - logcount_predictions_loss: 0.5516 207/2423 [=>............................] - ETA: 20:47 - loss: 430.1314 - logits_profile_predictions_loss: 419.6495 - logcount_predictions_loss: 0.5517 208/2423 [=>............................] - ETA: 20:47 - loss: 430.1299 - logits_profile_predictions_loss: 419.6464 - logcount_predictions_loss: 0.5518 209/2423 [=>............................] - ETA: 20:46 - loss: 430.1266 - logits_profile_predictions_loss: 419.6417 - logcount_predictions_loss: 0.5518 210/2423 [=>............................] - ETA: 20:46 - loss: 430.1236 - logits_profile_predictions_loss: 419.6372 - logcount_predictions_loss: 0.5519 211/2423 [=>............................] - ETA: 20:45 - loss: 430.1210 - logits_profile_predictions_loss: 419.6332 - logcount_predictions_loss: 0.5520 212/2423 [=>............................] - ETA: 20:45 - loss: 430.1180 - logits_profile_predictions_loss: 419.6287 - logcount_predictions_loss: 0.5521 213/2423 [=>............................] - ETA: 20:44 - loss: 430.1144 - logits_profile_predictions_loss: 419.6237 - logcount_predictions_loss: 0.5521 214/2423 [=>............................] - ETA: 20:43 - loss: 430.1113 - logits_profile_predictions_loss: 419.6193 - logcount_predictions_loss: 0.5522 215/2423 [=>............................] - ETA: 20:43 - loss: 430.1089 - logits_profile_predictions_loss: 419.6155 - logcount_predictions_loss: 0.5523 216/2423 [=>............................] - ETA: 20:42 - loss: 430.1071 - logits_profile_predictions_loss: 419.6123 - logcount_predictions_loss: 0.5524 217/2423 [=>............................] - ETA: 20:42 - loss: 430.1060 - logits_profile_predictions_loss: 419.6098 - logcount_predictions_loss: 0.5524 218/2423 [=>............................] - ETA: 20:41 - loss: 430.1041 - logits_profile_predictions_loss: 419.6066 - logcount_predictions_loss: 0.5525 219/2423 [=>............................] - ETA: 20:41 - loss: 430.1018 - logits_profile_predictions_loss: 419.6031 - logcount_predictions_loss: 0.5526 220/2423 [=>............................] - ETA: 20:40 - loss: 430.0988 - logits_profile_predictions_loss: 419.5987 - logcount_predictions_loss: 0.5526 221/2423 [=>............................] - ETA: 20:39 - loss: 430.0963 - logits_profile_predictions_loss: 419.5950 - logcount_predictions_loss: 0.5527 222/2423 [=>............................] - ETA: 20:39 - loss: 430.0945 - logits_profile_predictions_loss: 419.5920 - logcount_predictions_loss: 0.5528 223/2423 [=>............................] - ETA: 20:38 - loss: 430.0924 - 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[=>............................] - ETA: 20:34 - loss: 430.0816 - logits_profile_predictions_loss: 419.5709 - logcount_predictions_loss: 0.5532 231/2423 [=>............................] - ETA: 20:34 - loss: 430.0816 - logits_profile_predictions_loss: 419.5700 - logcount_predictions_loss: 0.5532 232/2423 [=>............................] - ETA: 20:33 - loss: 430.0821 - logits_profile_predictions_loss: 419.5696 - logcount_predictions_loss: 0.5533 233/2423 [=>............................] - ETA: 20:33 - loss: 430.0832 - logits_profile_predictions_loss: 419.5697 - logcount_predictions_loss: 0.5533 234/2423 [=>............................] - ETA: 20:32 - loss: 430.0850 - logits_profile_predictions_loss: 419.5707 - logcount_predictions_loss: 0.5534 235/2423 [=>............................] - ETA: 20:32 - loss: 430.0858 - logits_profile_predictions_loss: 419.5706 - logcount_predictions_loss: 0.5534 236/2423 [=>............................] - ETA: 20:31 - loss: 430.0862 - logits_profile_predictions_loss: 419.5701 - logcount_predictions_loss: 0.5535 237/2423 [=>............................] - ETA: 20:30 - loss: 430.0868 - logits_profile_predictions_loss: 419.5699 - logcount_predictions_loss: 0.5535 238/2423 [=>............................] - ETA: 20:30 - loss: 430.0873 - logits_profile_predictions_loss: 419.5695 - logcount_predictions_loss: 0.5536 239/2423 [=>............................] - ETA: 20:29 - loss: 430.0879 - logits_profile_predictions_loss: 419.5691 - logcount_predictions_loss: 0.5536 240/2423 [=>............................] - ETA: 20:29 - loss: 430.0890 - logits_profile_predictions_loss: 419.5693 - logcount_predictions_loss: 0.5537 241/2423 [=>............................] - ETA: 20:28 - loss: 430.0900 - logits_profile_predictions_loss: 419.5693 - logcount_predictions_loss: 0.5537 242/2423 [=>............................] - ETA: 20:28 - loss: 430.0906 - logits_profile_predictions_loss: 419.5689 - logcount_predictions_loss: 0.5538 243/2423 [==>...........................] - ETA: 20:27 - loss: 430.0916 - logits_profile_predictions_loss: 419.5688 - logcount_predictions_loss: 0.5538 244/2423 [==>...........................] - ETA: 20:26 - loss: 430.0930 - logits_profile_predictions_loss: 419.5691 - logcount_predictions_loss: 0.5539 245/2423 [==>...........................] - ETA: 20:26 - loss: 430.0936 - logits_profile_predictions_loss: 419.5687 - logcount_predictions_loss: 0.5539 246/2423 [==>...........................] - ETA: 20:25 - loss: 430.0941 - logits_profile_predictions_loss: 419.5682 - logcount_predictions_loss: 0.5540 247/2423 [==>...........................] - ETA: 20:25 - loss: 430.0947 - logits_profile_predictions_loss: 419.5678 - logcount_predictions_loss: 0.5540 248/2423 [==>...........................] - ETA: 20:24 - loss: 430.0962 - logits_profile_predictions_loss: 419.5683 - logcount_predictions_loss: 0.5541 249/2423 [==>...........................] - ETA: 20:24 - loss: 430.0975 - 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[==>...........................] - ETA: 20:20 - loss: 430.1116 - logits_profile_predictions_loss: 419.5759 - logcount_predictions_loss: 0.5545 257/2423 [==>...........................] - ETA: 20:19 - loss: 430.1136 - logits_profile_predictions_loss: 419.5769 - logcount_predictions_loss: 0.5546 258/2423 [==>...........................] - ETA: 20:19 - loss: 430.1159 - logits_profile_predictions_loss: 419.5782 - logcount_predictions_loss: 0.5546 259/2423 [==>...........................] - ETA: 20:18 - loss: 430.1173 - logits_profile_predictions_loss: 419.5786 - logcount_predictions_loss: 0.5547 260/2423 [==>...........................] - ETA: 20:17 - loss: 430.1187 - logits_profile_predictions_loss: 419.5791 - logcount_predictions_loss: 0.5547 261/2423 [==>...........................] - ETA: 20:17 - loss: 430.1198 - logits_profile_predictions_loss: 419.5793 - logcount_predictions_loss: 0.5548 262/2423 [==>...........................] - ETA: 20:16 - loss: 430.1207 - 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[==>...........................] - ETA: 20:12 - loss: 430.1209 - logits_profile_predictions_loss: 419.5747 - logcount_predictions_loss: 0.5551 270/2423 [==>...........................] - ETA: 20:12 - loss: 430.1214 - logits_profile_predictions_loss: 419.5745 - logcount_predictions_loss: 0.5551 271/2423 [==>...........................] - ETA: 20:11 - loss: 430.1219 - logits_profile_predictions_loss: 419.5743 - logcount_predictions_loss: 0.5551 272/2423 [==>...........................] - ETA: 20:11 - loss: 430.1220 - logits_profile_predictions_loss: 419.5739 - logcount_predictions_loss: 0.5552 273/2423 [==>...........................] - ETA: 20:10 - loss: 430.1220 - logits_profile_predictions_loss: 419.5732 - logcount_predictions_loss: 0.5552 274/2423 [==>...........................] - ETA: 20:10 - loss: 430.1217 - logits_profile_predictions_loss: 419.5722 - logcount_predictions_loss: 0.5552 275/2423 [==>...........................] - ETA: 20:09 - loss: 430.1215 - 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[==>...........................] - ETA: 20:05 - loss: 430.1184 - logits_profile_predictions_loss: 419.5637 - logcount_predictions_loss: 0.5555 283/2423 [==>...........................] - ETA: 20:04 - loss: 430.1179 - logits_profile_predictions_loss: 419.5627 - logcount_predictions_loss: 0.5555 284/2423 [==>...........................] - ETA: 20:04 - loss: 430.1176 - logits_profile_predictions_loss: 419.5618 - logcount_predictions_loss: 0.5556 285/2423 [==>...........................] - ETA: 20:03 - loss: 430.1175 - logits_profile_predictions_loss: 419.5612 - logcount_predictions_loss: 0.5556 286/2423 [==>...........................] - ETA: 20:03 - loss: 430.1176 - logits_profile_predictions_loss: 419.5607 - logcount_predictions_loss: 0.5556 287/2423 [==>...........................] - ETA: 20:02 - loss: 430.1175 - logits_profile_predictions_loss: 419.5602 - logcount_predictions_loss: 0.5556 288/2423 [==>...........................] - ETA: 20:02 - loss: 430.1171 - 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logits_profile_predictions_loss: 419.4542 - logcount_predictions_loss: 0.5565 328/2423 [===>..........................] - ETA: 19:39 - loss: 430.0240 - logits_profile_predictions_loss: 419.4511 - logcount_predictions_loss: 0.5565 329/2423 [===>..........................] - ETA: 19:39 - loss: 430.0215 - logits_profile_predictions_loss: 419.4484 - logcount_predictions_loss: 0.5565 330/2423 [===>..........................] - ETA: 19:38 - loss: 430.0189 - logits_profile_predictions_loss: 419.4455 - logcount_predictions_loss: 0.5565 331/2423 [===>..........................] - ETA: 19:38 - loss: 430.0163 - logits_profile_predictions_loss: 419.4427 - logcount_predictions_loss: 0.5565 332/2423 [===>..........................] - ETA: 19:37 - loss: 430.0139 - logits_profile_predictions_loss: 419.4401 - logcount_predictions_loss: 0.5565 333/2423 [===>..........................] - ETA: 19:36 - loss: 430.0113 - logits_profile_predictions_loss: 419.4372 - logcount_predictions_loss: 0.5565 334/2423 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[===>..........................] - ETA: 19:21 - loss: 429.9362 - logits_profile_predictions_loss: 419.3566 - logcount_predictions_loss: 0.5568 361/2423 [===>..........................] - ETA: 19:21 - loss: 429.9330 - logits_profile_predictions_loss: 419.3532 - logcount_predictions_loss: 0.5568 362/2423 [===>..........................] - ETA: 19:20 - loss: 429.9299 - logits_profile_predictions_loss: 419.3499 - logcount_predictions_loss: 0.5568 363/2423 [===>..........................] - ETA: 19:19 - loss: 429.9262 - logits_profile_predictions_loss: 419.3460 - logcount_predictions_loss: 0.5569 364/2423 [===>..........................] - ETA: 19:19 - loss: 429.9224 - logits_profile_predictions_loss: 419.3419 - logcount_predictions_loss: 0.5569 365/2423 [===>..........................] - ETA: 19:18 - loss: 429.9184 - logits_profile_predictions_loss: 419.3377 - logcount_predictions_loss: 0.5569 366/2423 [===>..........................] - ETA: 19:18 - loss: 429.9148 - 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[===>..........................] - ETA: 19:14 - loss: 429.8867 - logits_profile_predictions_loss: 419.3040 - logcount_predictions_loss: 0.5570 374/2423 [===>..........................] - ETA: 19:13 - loss: 429.8829 - logits_profile_predictions_loss: 419.2999 - logcount_predictions_loss: 0.5570 375/2423 [===>..........................] - ETA: 19:13 - loss: 429.8792 - logits_profile_predictions_loss: 419.2959 - logcount_predictions_loss: 0.5570 376/2423 [===>..........................] - ETA: 19:12 - loss: 429.8750 - logits_profile_predictions_loss: 419.2915 - logcount_predictions_loss: 0.5570 377/2423 [===>..........................] - ETA: 19:12 - loss: 429.8709 - logits_profile_predictions_loss: 419.2872 - logcount_predictions_loss: 0.5570 378/2423 [===>..........................] - ETA: 19:11 - loss: 429.8670 - logits_profile_predictions_loss: 419.2830 - logcount_predictions_loss: 0.5571 379/2423 [===>..........................] - ETA: 19:10 - loss: 429.8631 - 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[===>..........................] - ETA: 19:07 - loss: 429.8336 - logits_profile_predictions_loss: 419.2478 - logcount_predictions_loss: 0.5571 387/2423 [===>..........................] - ETA: 19:06 - loss: 429.8289 - logits_profile_predictions_loss: 419.2430 - logcount_predictions_loss: 0.5572 388/2423 [===>..........................] - ETA: 19:05 - loss: 429.8240 - logits_profile_predictions_loss: 419.2379 - logcount_predictions_loss: 0.5572 389/2423 [===>..........................] - ETA: 19:05 - loss: 429.8189 - logits_profile_predictions_loss: 419.2326 - logcount_predictions_loss: 0.5572 390/2423 [===>..........................] - ETA: 19:04 - loss: 429.8137 - logits_profile_predictions_loss: 419.2272 - logcount_predictions_loss: 0.5572 391/2423 [===>..........................] - ETA: 19:04 - loss: 429.8085 - logits_profile_predictions_loss: 419.2217 - logcount_predictions_loss: 0.5572 392/2423 [===>..........................] - ETA: 19:03 - loss: 429.8035 - 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[===>..........................] - ETA: 18:59 - loss: 429.7692 - logits_profile_predictions_loss: 419.1813 - logcount_predictions_loss: 0.5573 400/2423 [===>..........................] - ETA: 18:59 - loss: 429.7645 - logits_profile_predictions_loss: 419.1765 - logcount_predictions_loss: 0.5573 401/2423 [===>..........................] - ETA: 18:58 - loss: 429.7604 - logits_profile_predictions_loss: 419.1722 - logcount_predictions_loss: 0.5573 402/2423 [===>..........................] - ETA: 18:58 - loss: 429.7563 - logits_profile_predictions_loss: 419.1680 - logcount_predictions_loss: 0.5573 403/2423 [===>..........................] - ETA: 18:57 - loss: 429.7524 - logits_profile_predictions_loss: 419.1640 - logcount_predictions_loss: 0.5573 404/2423 [====>.........................] - ETA: 18:56 - loss: 429.7490 - logits_profile_predictions_loss: 419.1604 - logcount_predictions_loss: 0.5573 405/2423 [====>.........................] - ETA: 18:56 - loss: 429.7459 - logits_profile_predictions_loss: 419.1571 - logcount_predictions_loss: 0.5573 406/2423 [====>.........................] - ETA: 18:55 - loss: 429.7426 - logits_profile_predictions_loss: 419.1537 - logcount_predictions_loss: 0.5573 407/2423 [====>.........................] - ETA: 18:55 - loss: 429.7395 - logits_profile_predictions_loss: 419.1504 - logcount_predictions_loss: 0.5573 408/2423 [====>.........................] - ETA: 18:54 - loss: 429.7363 - logits_profile_predictions_loss: 419.1471 - logcount_predictions_loss: 0.5573 409/2423 [====>.........................] - ETA: 18:54 - loss: 429.7330 - logits_profile_predictions_loss: 419.1437 - logcount_predictions_loss: 0.5573 410/2423 [====>.........................] - ETA: 18:53 - loss: 429.7301 - logits_profile_predictions_loss: 419.1406 - logcount_predictions_loss: 0.5573 411/2423 [====>.........................] - ETA: 18:52 - loss: 429.7268 - logits_profile_predictions_loss: 419.1372 - logcount_predictions_loss: 0.5573 412/2423 [====>.........................] - ETA: 18:52 - loss: 429.7239 - logits_profile_predictions_loss: 419.1341 - logcount_predictions_loss: 0.5574 413/2423 [====>.........................] - ETA: 18:51 - loss: 429.7210 - logits_profile_predictions_loss: 419.1311 - logcount_predictions_loss: 0.5574 414/2423 [====>.........................] - ETA: 18:51 - loss: 429.7183 - logits_profile_predictions_loss: 419.1284 - logcount_predictions_loss: 0.5574 415/2423 [====>.........................] - ETA: 18:50 - loss: 429.7158 - logits_profile_predictions_loss: 419.1257 - logcount_predictions_loss: 0.5574 416/2423 [====>.........................] - ETA: 18:50 - loss: 429.7133 - logits_profile_predictions_loss: 419.1231 - logcount_predictions_loss: 0.5574 417/2423 [====>.........................] - ETA: 18:49 - loss: 429.7110 - logits_profile_predictions_loss: 419.1206 - logcount_predictions_loss: 0.5574 418/2423 [====>.........................] - ETA: 18:49 - loss: 429.7088 - logits_profile_predictions_loss: 419.1184 - logcount_predictions_loss: 0.5574 419/2423 [====>.........................] - ETA: 18:48 - loss: 429.7070 - logits_profile_predictions_loss: 419.1164 - logcount_predictions_loss: 0.5574 420/2423 [====>.........................] - ETA: 18:47 - loss: 429.7050 - logits_profile_predictions_loss: 419.1143 - logcount_predictions_loss: 0.5574 421/2423 [====>.........................] - ETA: 18:47 - loss: 429.7030 - logits_profile_predictions_loss: 419.1121 - logcount_predictions_loss: 0.5574 422/2423 [====>.........................] - ETA: 18:46 - loss: 429.7010 - logits_profile_predictions_loss: 419.1101 - logcount_predictions_loss: 0.5574 423/2423 [====>.........................] - ETA: 18:46 - loss: 429.6990 - logits_profile_predictions_loss: 419.1080 - logcount_predictions_loss: 0.5574 424/2423 [====>.........................] - ETA: 18:45 - loss: 429.6972 - logits_profile_predictions_loss: 419.1061 - logcount_predictions_loss: 0.5574 425/2423 [====>.........................] - ETA: 18:45 - loss: 429.6952 - logits_profile_predictions_loss: 419.1040 - logcount_predictions_loss: 0.5574 426/2423 [====>.........................] - ETA: 18:44 - loss: 429.6933 - logits_profile_predictions_loss: 419.1019 - logcount_predictions_loss: 0.5574 427/2423 [====>.........................] - ETA: 18:43 - loss: 429.6911 - logits_profile_predictions_loss: 419.0997 - logcount_predictions_loss: 0.5574 428/2423 [====>.........................] - ETA: 18:43 - loss: 429.6892 - logits_profile_predictions_loss: 419.0976 - logcount_predictions_loss: 0.5575 429/2423 [====>.........................] - ETA: 18:42 - loss: 429.6874 - logits_profile_predictions_loss: 419.0957 - logcount_predictions_loss: 0.5575 430/2423 [====>.........................] - ETA: 18:42 - loss: 429.6858 - logits_profile_predictions_loss: 419.0940 - logcount_predictions_loss: 0.5575 431/2423 [====>.........................] - ETA: 18:41 - loss: 429.6841 - logits_profile_predictions_loss: 419.0922 - logcount_predictions_loss: 0.5575 432/2423 [====>.........................] - ETA: 18:41 - loss: 429.6822 - logits_profile_predictions_loss: 419.0902 - logcount_predictions_loss: 0.5575 433/2423 [====>.........................] - ETA: 18:40 - loss: 429.6801 - logits_profile_predictions_loss: 419.0880 - logcount_predictions_loss: 0.5575 434/2423 [====>.........................] - ETA: 18:40 - loss: 429.6780 - logits_profile_predictions_loss: 419.0858 - logcount_predictions_loss: 0.5575 435/2423 [====>.........................] - ETA: 18:39 - loss: 429.6757 - logits_profile_predictions_loss: 419.0835 - logcount_predictions_loss: 0.5575 436/2423 [====>.........................] - ETA: 18:38 - loss: 429.6734 - logits_profile_predictions_loss: 419.0811 - logcount_predictions_loss: 0.5575 437/2423 [====>.........................] - ETA: 18:38 - loss: 429.6711 - logits_profile_predictions_loss: 419.0787 - logcount_predictions_loss: 0.5575 438/2423 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[=====>........................] - ETA: 18:08 - loss: 429.5727 - logits_profile_predictions_loss: 418.9679 - logcount_predictions_loss: 0.5581 491/2423 [=====>........................] - ETA: 18:07 - loss: 429.5715 - logits_profile_predictions_loss: 418.9662 - logcount_predictions_loss: 0.5582 492/2423 [=====>........................] - ETA: 18:07 - loss: 429.5702 - logits_profile_predictions_loss: 418.9645 - logcount_predictions_loss: 0.5582 493/2423 [=====>........................] - ETA: 18:06 - loss: 429.5689 - logits_profile_predictions_loss: 418.9628 - logcount_predictions_loss: 0.5582 494/2423 [=====>........................] - ETA: 18:06 - loss: 429.5679 - logits_profile_predictions_loss: 418.9614 - logcount_predictions_loss: 0.5582 495/2423 [=====>........................] - ETA: 18:05 - loss: 429.5671 - logits_profile_predictions_loss: 418.9603 - logcount_predictions_loss: 0.5583 496/2423 [=====>........................] - ETA: 18:05 - loss: 429.5663 - 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[============================>.] - ETA: 19s - loss: 428.6776 - logits_profile_predictions_loss: 417.9118 - logcount_predictions_loss: 0.5666 2389/2423 [============================>.] - ETA: 19s - loss: 428.6773 - logits_profile_predictions_loss: 417.9115 - logcount_predictions_loss: 0.5666 2390/2423 [============================>.] - ETA: 18s - loss: 428.6770 - logits_profile_predictions_loss: 417.9112 - logcount_predictions_loss: 0.5666 2391/2423 [============================>.] - ETA: 18s - loss: 428.6767 - logits_profile_predictions_loss: 417.9110 - logcount_predictions_loss: 0.5666 2392/2423 [============================>.] - ETA: 17s - loss: 428.6764 - logits_profile_predictions_loss: 417.9107 - logcount_predictions_loss: 0.5666 2393/2423 [============================>.] - ETA: 16s - loss: 428.6761 - logits_profile_predictions_loss: 417.9105 - logcount_predictions_loss: 0.5666 2394/2423 [============================>.] - ETA: 16s - loss: 428.6758 - 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[============================>.] - ETA: 12s - loss: 428.6738 - logits_profile_predictions_loss: 417.9084 - logcount_predictions_loss: 0.5666 2402/2423 [============================>.] - ETA: 11s - loss: 428.6735 - logits_profile_predictions_loss: 417.9081 - logcount_predictions_loss: 0.5666 2403/2423 [============================>.] - ETA: 11s - loss: 428.6732 - logits_profile_predictions_loss: 417.9078 - logcount_predictions_loss: 0.5666 2404/2423 [============================>.] - ETA: 10s - loss: 428.6729 - logits_profile_predictions_loss: 417.9076 - logcount_predictions_loss: 0.5666 2405/2423 [============================>.] - ETA: 10s - loss: 428.6726 - logits_profile_predictions_loss: 417.9073 - logcount_predictions_loss: 0.5666 2406/2423 [============================>.] - ETA: 9s - loss: 428.6723 - logits_profile_predictions_loss: 417.9071 - logcount_predictions_loss: 0.5666  2407/2423 [============================>.] - ETA: 9s - loss: 428.6720 - logits_profile_predictions_loss: 417.9068 - logcount_predictions_loss: 0.5666 2408/2423 [============================>.] - ETA: 8s - loss: 428.6718 - logits_profile_predictions_loss: 417.9066 - logcount_predictions_loss: 0.5666 2409/2423 [============================>.] - ETA: 7s - loss: 428.6715 - logits_profile_predictions_loss: 417.9063 - logcount_predictions_loss: 0.5666 2410/2423 [============================>.] - ETA: 7s - loss: 428.6712 - logits_profile_predictions_loss: 417.9061 - logcount_predictions_loss: 0.5666 2411/2423 [============================>.] - ETA: 6s - loss: 428.6709 - logits_profile_predictions_loss: 417.9058 - logcount_predictions_loss: 0.5666 2412/2423 [============================>.] - ETA: 6s - loss: 428.6707 - logits_profile_predictions_loss: 417.9056 - logcount_predictions_loss: 0.5666 2413/2423 [============================>.] - ETA: 5s - loss: 428.6704 - logits_profile_predictions_loss: 417.9053 - logcount_predictions_loss: 0.5666 2414/2423 [============================>.] - ETA: 5s - loss: 428.6701 - logits_profile_predictions_loss: 417.9051 - logcount_predictions_loss: 0.5666 2415/2423 [============================>.] - ETA: 4s - loss: 428.6698 - logits_profile_predictions_loss: 417.9049 - logcount_predictions_loss: 0.5666 2416/2423 [============================>.] - ETA: 3s - loss: 428.6696 - logits_profile_predictions_loss: 417.9046 - logcount_predictions_loss: 0.5666 2417/2423 [============================>.] - ETA: 3s - loss: 428.6693 - logits_profile_predictions_loss: 417.9044 - logcount_predictions_loss: 0.5666 2418/2423 [============================>.] - ETA: 2s - loss: 428.6691 - logits_profile_predictions_loss: 417.9042 - logcount_predictions_loss: 0.5666 2419/2423 [============================>.] - ETA: 2s - loss: 428.6688 - logits_profile_predictions_loss: 417.9039 - logcount_predictions_loss: 0.5666 2420/2423 [============================>.] - ETA: 1s - loss: 428.6686 - logits_profile_predictions_loss: 417.9037 - logcount_predictions_loss: 0.5666 2421/2423 [============================>.] - ETA: 1s - loss: 428.6683 - logits_profile_predictions_loss: 417.9035 - logcount_predictions_loss: 0.5666 2422/2423 [============================>.] - ETA: 0s - loss: 428.6681 - logits_profile_predictions_loss: 417.9033 - logcount_predictions_loss: 0.5666 2423/2423 [==============================] - ETA: 0s - loss: 428.6678 - logits_profile_predictions_loss: 417.9031 - logcount_predictions_loss: 0.5666 2423/2423 [==============================] - 1419s 586ms/step - loss: 428.6675 - logits_profile_predictions_loss: 417.9028 - logcount_predictions_loss: 0.5666 - val_loss: 475.8720 - val_logits_profile_predictions_loss: 465.8074 - val_logcount_predictions_loss: 0.5297 Epoch 00003: val_loss improved from 480.37769 to 475.87204, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR524CPZ//chrombpnet_model_feb15_fold_1/chrombpnet.h5 Epoch 4/50 1/2423 [..............................] - ETA: 23:19 - loss: 424.4571 - logits_profile_predictions_loss: 418.3475 - logcount_predictions_loss: 0.3216 2/2423 [..............................] - ETA: 22:44 - loss: 411.3392 - logits_profile_predictions_loss: 404.1923 - logcount_predictions_loss: 0.3762 3/2423 [..............................] - ETA: 22:43 - loss: 405.2987 - logits_profile_predictions_loss: 397.5608 - logcount_predictions_loss: 0.4073 4/2423 [..............................] - ETA: 22:42 - loss: 404.2135 - logits_profile_predictions_loss: 396.2346 - logcount_predictions_loss: 0.4199 5/2423 [..............................] - ETA: 22:42 - loss: 406.4728 - logits_profile_predictions_loss: 398.2812 - logcount_predictions_loss: 0.4311 6/2423 [..............................] - ETA: 22:41 - loss: 407.4107 - logits_profile_predictions_loss: 399.0977 - logcount_predictions_loss: 0.4375 7/2423 [..............................] - ETA: 22:41 - loss: 408.9164 - logits_profile_predictions_loss: 400.5317 - logcount_predictions_loss: 0.4413 8/2423 [..............................] - ETA: 22:40 - loss: 409.0160 - logits_profile_predictions_loss: 400.5162 - logcount_predictions_loss: 0.4474 9/2423 [..............................] - ETA: 22:40 - loss: 408.7169 - logits_profile_predictions_loss: 400.1346 - logcount_predictions_loss: 0.4517 10/2423 [..............................] - ETA: 22:39 - loss: 408.0557 - logits_profile_predictions_loss: 399.4040 - logcount_predictions_loss: 0.4554 11/2423 [..............................] - ETA: 22:38 - loss: 407.7096 - logits_profile_predictions_loss: 398.9815 - logcount_predictions_loss: 0.4594 12/2423 [..............................] - ETA: 22:38 - loss: 407.9770 - logits_profile_predictions_loss: 399.1832 - logcount_predictions_loss: 0.4628 13/2423 [..............................] - ETA: 22:37 - loss: 407.9989 - logits_profile_predictions_loss: 399.1459 - logcount_predictions_loss: 0.4660 14/2423 [..............................] - ETA: 22:36 - loss: 407.9841 - logits_profile_predictions_loss: 399.0929 - logcount_predictions_loss: 0.4680 15/2423 [..............................] - ETA: 22:36 - loss: 408.2905 - logits_profile_predictions_loss: 399.3478 - logcount_predictions_loss: 0.4707 16/2423 [..............................] - ETA: 22:35 - loss: 408.7815 - logits_profile_predictions_loss: 399.7972 - logcount_predictions_loss: 0.4729 17/2423 [..............................] - ETA: 22:34 - loss: 409.2439 - logits_profile_predictions_loss: 400.2083 - logcount_predictions_loss: 0.4756 18/2423 [..............................] - ETA: 22:34 - loss: 409.6567 - logits_profile_predictions_loss: 400.5802 - logcount_predictions_loss: 0.4777 19/2423 [..............................] - ETA: 22:33 - loss: 410.0052 - logits_profile_predictions_loss: 400.8869 - logcount_predictions_loss: 0.4799 20/2423 [..............................] - ETA: 22:33 - loss: 410.4435 - logits_profile_predictions_loss: 401.2837 - logcount_predictions_loss: 0.4821 21/2423 [..............................] - ETA: 22:32 - loss: 410.9404 - logits_profile_predictions_loss: 401.7360 - logcount_predictions_loss: 0.4844 22/2423 [..............................] - ETA: 22:32 - loss: 411.3434 - logits_profile_predictions_loss: 402.0912 - logcount_predictions_loss: 0.4870 23/2423 [..............................] - ETA: 22:31 - loss: 411.6292 - logits_profile_predictions_loss: 402.3322 - logcount_predictions_loss: 0.4893 24/2423 [..............................] - ETA: 22:31 - loss: 411.8595 - logits_profile_predictions_loss: 402.5202 - logcount_predictions_loss: 0.4915 25/2423 [..............................] - ETA: 22:30 - loss: 412.0738 - logits_profile_predictions_loss: 402.6976 - logcount_predictions_loss: 0.4935 26/2423 [..............................] - ETA: 22:29 - loss: 412.2774 - logits_profile_predictions_loss: 402.8653 - logcount_predictions_loss: 0.4954 27/2423 [..............................] - ETA: 22:29 - loss: 412.4980 - 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[..............................] - ETA: 22:25 - loss: 414.0531 - logits_profile_predictions_loss: 404.3879 - logcount_predictions_loss: 0.5087 35/2423 [..............................] - ETA: 22:24 - loss: 414.2137 - logits_profile_predictions_loss: 404.5228 - logcount_predictions_loss: 0.5100 36/2423 [..............................] - ETA: 22:24 - loss: 414.3775 - logits_profile_predictions_loss: 404.6607 - logcount_predictions_loss: 0.5114 37/2423 [..............................] - ETA: 22:23 - loss: 414.5373 - logits_profile_predictions_loss: 404.7960 - logcount_predictions_loss: 0.5127 38/2423 [..............................] - ETA: 22:23 - loss: 414.6898 - logits_profile_predictions_loss: 404.9258 - logcount_predictions_loss: 0.5139 39/2423 [..............................] - ETA: 22:22 - loss: 414.8338 - logits_profile_predictions_loss: 405.0486 - logcount_predictions_loss: 0.5150 40/2423 [..............................] - ETA: 22:22 - loss: 414.9465 - 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[..............................] - ETA: 22:18 - loss: 415.7408 - logits_profile_predictions_loss: 405.8223 - logcount_predictions_loss: 0.5220 48/2423 [..............................] - ETA: 22:17 - loss: 415.8688 - logits_profile_predictions_loss: 405.9390 - logcount_predictions_loss: 0.5226 49/2423 [..............................] - ETA: 22:17 - loss: 416.0110 - logits_profile_predictions_loss: 406.0718 - logcount_predictions_loss: 0.5231 50/2423 [..............................] - ETA: 22:16 - loss: 416.1439 - logits_profile_predictions_loss: 406.1965 - logcount_predictions_loss: 0.5235 51/2423 [..............................] - ETA: 22:15 - loss: 416.2811 - logits_profile_predictions_loss: 406.3260 - logcount_predictions_loss: 0.5240 52/2423 [..............................] - ETA: 22:15 - loss: 416.3993 - logits_profile_predictions_loss: 406.4371 - logcount_predictions_loss: 0.5243 53/2423 [..............................] - ETA: 22:14 - loss: 416.5218 - 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[..............................] - ETA: 22:10 - loss: 417.2756 - logits_profile_predictions_loss: 407.2670 - logcount_predictions_loss: 0.5268 61/2423 [..............................] - ETA: 22:10 - loss: 417.3786 - logits_profile_predictions_loss: 407.3662 - logcount_predictions_loss: 0.5270 62/2423 [..............................] - ETA: 22:09 - loss: 417.4833 - logits_profile_predictions_loss: 407.4665 - logcount_predictions_loss: 0.5272 63/2423 [..............................] - ETA: 22:09 - loss: 417.5846 - logits_profile_predictions_loss: 407.5641 - logcount_predictions_loss: 0.5274 64/2423 [..............................] - ETA: 22:08 - loss: 417.6863 - logits_profile_predictions_loss: 407.6620 - logcount_predictions_loss: 0.5276 65/2423 [..............................] - ETA: 22:08 - loss: 417.7875 - logits_profile_predictions_loss: 407.7592 - logcount_predictions_loss: 0.5278 66/2423 [..............................] - ETA: 22:07 - loss: 417.8951 - 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[..............................] - ETA: 22:03 - loss: 418.5948 - logits_profile_predictions_loss: 408.5436 - logcount_predictions_loss: 0.5290 74/2423 [..............................] - ETA: 22:03 - loss: 418.6918 - logits_profile_predictions_loss: 408.6391 - logcount_predictions_loss: 0.5291 75/2423 [..............................] - ETA: 22:02 - loss: 418.7987 - logits_profile_predictions_loss: 408.7444 - logcount_predictions_loss: 0.5292 76/2423 [..............................] - ETA: 22:02 - loss: 418.8993 - logits_profile_predictions_loss: 408.8436 - logcount_predictions_loss: 0.5292 77/2423 [..............................] - ETA: 22:01 - loss: 418.9956 - logits_profile_predictions_loss: 408.9384 - logcount_predictions_loss: 0.5293 78/2423 [..............................] - ETA: 22:00 - loss: 419.0844 - logits_profile_predictions_loss: 409.0257 - logcount_predictions_loss: 0.5294 79/2423 [..............................] - ETA: 22:00 - loss: 419.1756 - 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[>.............................] - ETA: 21:56 - loss: 419.7960 - logits_profile_predictions_loss: 409.7202 - logcount_predictions_loss: 0.5303 87/2423 [>.............................] - ETA: 21:55 - loss: 419.8832 - logits_profile_predictions_loss: 409.8057 - logcount_predictions_loss: 0.5304 88/2423 [>.............................] - ETA: 21:55 - loss: 419.9672 - logits_profile_predictions_loss: 409.8879 - logcount_predictions_loss: 0.5305 89/2423 [>.............................] - ETA: 21:54 - loss: 420.0483 - logits_profile_predictions_loss: 409.9672 - logcount_predictions_loss: 0.5306 90/2423 [>.............................] - ETA: 21:54 - loss: 420.1353 - logits_profile_predictions_loss: 410.0524 - logcount_predictions_loss: 0.5307 91/2423 [>.............................] - ETA: 21:53 - loss: 420.2364 - logits_profile_predictions_loss: 410.1518 - logcount_predictions_loss: 0.5308 92/2423 [>.............................] - ETA: 21:52 - loss: 420.3336 - 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[====>.........................] - ETA: 18:39 - loss: 424.1293 - logits_profile_predictions_loss: 413.9557 - logcount_predictions_loss: 0.5355 438/2423 [====>.........................] - ETA: 18:38 - loss: 424.1290 - logits_profile_predictions_loss: 413.9556 - logcount_predictions_loss: 0.5354 439/2423 [====>.........................] - ETA: 18:37 - loss: 424.1288 - logits_profile_predictions_loss: 413.9556 - logcount_predictions_loss: 0.5354 440/2423 [====>.........................] - ETA: 18:37 - loss: 424.1285 - logits_profile_predictions_loss: 413.9555 - logcount_predictions_loss: 0.5354 441/2423 [====>.........................] - ETA: 18:36 - loss: 424.1281 - logits_profile_predictions_loss: 413.9553 - logcount_predictions_loss: 0.5354 442/2423 [====>.........................] - ETA: 18:36 - loss: 424.1275 - logits_profile_predictions_loss: 413.9550 - logcount_predictions_loss: 0.5354 443/2423 [====>.........................] - ETA: 18:35 - loss: 424.1271 - 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[====>.........................] - ETA: 18:31 - loss: 424.1256 - logits_profile_predictions_loss: 413.9543 - logcount_predictions_loss: 0.5353 451/2423 [====>.........................] - ETA: 18:31 - loss: 424.1251 - logits_profile_predictions_loss: 413.9539 - logcount_predictions_loss: 0.5353 452/2423 [====>.........................] - ETA: 18:30 - loss: 424.1247 - logits_profile_predictions_loss: 413.9536 - logcount_predictions_loss: 0.5353 453/2423 [====>.........................] - ETA: 18:30 - loss: 424.1241 - logits_profile_predictions_loss: 413.9532 - logcount_predictions_loss: 0.5353 454/2423 [====>.........................] - ETA: 18:29 - loss: 424.1237 - logits_profile_predictions_loss: 413.9529 - logcount_predictions_loss: 0.5353 455/2423 [====>.........................] - ETA: 18:28 - loss: 424.1234 - logits_profile_predictions_loss: 413.9528 - logcount_predictions_loss: 0.5353 456/2423 [====>.........................] - ETA: 18:28 - loss: 424.1231 - 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[====>.........................] - ETA: 18:24 - loss: 424.1222 - logits_profile_predictions_loss: 413.9525 - logcount_predictions_loss: 0.5352 464/2423 [====>.........................] - ETA: 18:23 - loss: 424.1220 - logits_profile_predictions_loss: 413.9524 - logcount_predictions_loss: 0.5352 465/2423 [====>.........................] - ETA: 18:23 - loss: 424.1219 - logits_profile_predictions_loss: 413.9524 - logcount_predictions_loss: 0.5352 466/2423 [====>.........................] - ETA: 18:22 - loss: 424.1219 - logits_profile_predictions_loss: 413.9525 - logcount_predictions_loss: 0.5352 467/2423 [====>.........................] - ETA: 18:22 - loss: 424.1220 - logits_profile_predictions_loss: 413.9527 - logcount_predictions_loss: 0.5352 468/2423 [====>.........................] - ETA: 18:21 - loss: 424.1220 - logits_profile_predictions_loss: 413.9527 - logcount_predictions_loss: 0.5352 469/2423 [====>.........................] - ETA: 18:21 - loss: 424.1220 - logits_profile_predictions_loss: 413.9528 - logcount_predictions_loss: 0.5352 470/2423 [====>.........................] - ETA: 18:20 - loss: 424.1222 - logits_profile_predictions_loss: 413.9530 - logcount_predictions_loss: 0.5352 471/2423 [====>.........................] - ETA: 18:20 - loss: 424.1225 - logits_profile_predictions_loss: 413.9534 - logcount_predictions_loss: 0.5352 472/2423 [====>.........................] - ETA: 18:19 - loss: 424.1226 - logits_profile_predictions_loss: 413.9536 - logcount_predictions_loss: 0.5352 473/2423 [====>.........................] - ETA: 18:18 - loss: 424.1229 - logits_profile_predictions_loss: 413.9539 - logcount_predictions_loss: 0.5352 474/2423 [====>.........................] - ETA: 18:18 - loss: 424.1232 - logits_profile_predictions_loss: 413.9543 - logcount_predictions_loss: 0.5352 475/2423 [====>.........................] - ETA: 18:17 - loss: 424.1234 - logits_profile_predictions_loss: 413.9545 - logcount_predictions_loss: 0.5352 476/2423 [====>.........................] - ETA: 18:17 - loss: 424.1235 - logits_profile_predictions_loss: 413.9546 - logcount_predictions_loss: 0.5352 477/2423 [====>.........................] - ETA: 18:16 - loss: 424.1238 - logits_profile_predictions_loss: 413.9549 - logcount_predictions_loss: 0.5352 478/2423 [====>.........................] - ETA: 18:16 - loss: 424.1241 - logits_profile_predictions_loss: 413.9552 - logcount_predictions_loss: 0.5352 479/2423 [====>.........................] - ETA: 18:15 - loss: 424.1243 - logits_profile_predictions_loss: 413.9554 - logcount_predictions_loss: 0.5352 480/2423 [====>.........................] - ETA: 18:14 - loss: 424.1247 - logits_profile_predictions_loss: 413.9559 - logcount_predictions_loss: 0.5352 481/2423 [====>.........................] - ETA: 18:14 - loss: 424.1252 - logits_profile_predictions_loss: 413.9564 - logcount_predictions_loss: 0.5352 482/2423 [====>.........................] - ETA: 18:13 - loss: 424.1256 - logits_profile_predictions_loss: 413.9568 - logcount_predictions_loss: 0.5352 483/2423 [====>.........................] - ETA: 18:13 - loss: 424.1259 - logits_profile_predictions_loss: 413.9572 - logcount_predictions_loss: 0.5352 484/2423 [====>.........................] - ETA: 18:12 - loss: 424.1263 - logits_profile_predictions_loss: 413.9576 - logcount_predictions_loss: 0.5352 485/2423 [=====>........................] - ETA: 18:12 - loss: 424.1267 - logits_profile_predictions_loss: 413.9580 - logcount_predictions_loss: 0.5352 486/2423 [=====>........................] - ETA: 18:11 - loss: 424.1272 - logits_profile_predictions_loss: 413.9585 - logcount_predictions_loss: 0.5352 487/2423 [=====>........................] - ETA: 18:11 - loss: 424.1278 - logits_profile_predictions_loss: 413.9592 - logcount_predictions_loss: 0.5352 488/2423 [=====>........................] - ETA: 18:10 - loss: 424.1285 - logits_profile_predictions_loss: 413.9600 - logcount_predictions_loss: 0.5352 489/2423 [=====>........................] - ETA: 18:09 - loss: 424.1291 - logits_profile_predictions_loss: 413.9606 - logcount_predictions_loss: 0.5352 490/2423 [=====>........................] - ETA: 18:09 - loss: 424.1297 - logits_profile_predictions_loss: 413.9611 - logcount_predictions_loss: 0.5352 491/2423 [=====>........................] - ETA: 18:08 - loss: 424.1303 - logits_profile_predictions_loss: 413.9618 - logcount_predictions_loss: 0.5352 492/2423 [=====>........................] - ETA: 18:08 - loss: 424.1308 - logits_profile_predictions_loss: 413.9623 - logcount_predictions_loss: 0.5352 493/2423 [=====>........................] - ETA: 18:07 - loss: 424.1314 - logits_profile_predictions_loss: 413.9629 - logcount_predictions_loss: 0.5352 494/2423 [=====>........................] - ETA: 18:07 - loss: 424.1319 - logits_profile_predictions_loss: 413.9635 - logcount_predictions_loss: 0.5352 495/2423 [=====>........................] - ETA: 18:06 - loss: 424.1324 - logits_profile_predictions_loss: 413.9639 - logcount_predictions_loss: 0.5352 496/2423 [=====>........................] - ETA: 18:05 - loss: 424.1329 - logits_profile_predictions_loss: 413.9645 - logcount_predictions_loss: 0.5352 497/2423 [=====>........................] - ETA: 18:05 - loss: 424.1335 - logits_profile_predictions_loss: 413.9651 - logcount_predictions_loss: 0.5352 498/2423 [=====>........................] - ETA: 18:04 - loss: 424.1341 - logits_profile_predictions_loss: 413.9657 - logcount_predictions_loss: 0.5352 499/2423 [=====>........................] - ETA: 18:04 - loss: 424.1346 - logits_profile_predictions_loss: 413.9662 - logcount_predictions_loss: 0.5352 500/2423 [=====>........................] - ETA: 18:03 - loss: 424.1351 - logits_profile_predictions_loss: 413.9667 - logcount_predictions_loss: 0.5352 501/2423 [=====>........................] - ETA: 18:03 - loss: 424.1356 - logits_profile_predictions_loss: 413.9672 - logcount_predictions_loss: 0.5352 502/2423 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[============================>.] - ETA: 12s - loss: 423.6789 - logits_profile_predictions_loss: 413.5798 - logcount_predictions_loss: 0.5315 2401/2423 [============================>.] - ETA: 12s - loss: 423.6787 - logits_profile_predictions_loss: 413.5796 - logcount_predictions_loss: 0.5315 2402/2423 [============================>.] - ETA: 11s - loss: 423.6785 - logits_profile_predictions_loss: 413.5794 - logcount_predictions_loss: 0.5315 2403/2423 [============================>.] - ETA: 11s - loss: 423.6782 - logits_profile_predictions_loss: 413.5792 - logcount_predictions_loss: 0.5315 2404/2423 [============================>.] - ETA: 10s - loss: 423.6780 - logits_profile_predictions_loss: 413.5790 - logcount_predictions_loss: 0.5315 2405/2423 [============================>.] - ETA: 10s - loss: 423.6778 - logits_profile_predictions_loss: 413.5788 - logcount_predictions_loss: 0.5315 2406/2423 [============================>.] - ETA: 9s - loss: 423.6775 - logits_profile_predictions_loss: 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2420/2423 [============================>.] - ETA: 1s - loss: 423.6743 - logits_profile_predictions_loss: 413.5760 - logcount_predictions_loss: 0.5315 2421/2423 [============================>.] - ETA: 1s - loss: 423.6741 - logits_profile_predictions_loss: 413.5758 - logcount_predictions_loss: 0.5315 2422/2423 [============================>.] - ETA: 0s - loss: 423.6739 - logits_profile_predictions_loss: 413.5757 - logcount_predictions_loss: 0.5315 2423/2423 [==============================] - ETA: 0s - loss: 423.6737 - logits_profile_predictions_loss: 413.5755 - logcount_predictions_loss: 0.5315 2423/2423 [==============================] - 1420s 586ms/step - loss: 423.6735 - logits_profile_predictions_loss: 413.5753 - logcount_predictions_loss: 0.5315 - val_loss: 473.1078 - val_logits_profile_predictions_loss: 463.1443 - val_logcount_predictions_loss: 0.5244 Epoch 00004: val_loss improved from 475.87204 to 473.10782, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR524CPZ//chrombpnet_model_feb15_fold_1/chrombpnet.h5 Epoch 5/50 1/2423 [..............................] - ETA: 23:28 - loss: 417.6064 - logits_profile_predictions_loss: 408.5215 - logcount_predictions_loss: 0.4782 2/2423 [..............................] - ETA: 22:44 - loss: 413.2645 - logits_profile_predictions_loss: 403.9257 - logcount_predictions_loss: 0.4915 3/2423 [..............................] - ETA: 22:44 - loss: 410.2522 - logits_profile_predictions_loss: 400.5312 - logcount_predictions_loss: 0.5116 4/2423 [..............................] - ETA: 22:43 - loss: 408.4565 - logits_profile_predictions_loss: 398.4951 - logcount_predictions_loss: 0.5243 5/2423 [..............................] - ETA: 22:42 - loss: 407.2886 - logits_profile_predictions_loss: 397.3131 - logcount_predictions_loss: 0.5250 6/2423 [..............................] - ETA: 22:41 - loss: 408.3486 - logits_profile_predictions_loss: 398.4281 - 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[=====>........................] - ETA: 18:03 - loss: 418.9900 - logits_profile_predictions_loss: 409.1173 - logcount_predictions_loss: 0.5196 502/2423 [=====>........................] - ETA: 18:02 - loss: 418.9917 - logits_profile_predictions_loss: 409.1193 - logcount_predictions_loss: 0.5196 503/2423 [=====>........................] - ETA: 18:01 - loss: 418.9932 - logits_profile_predictions_loss: 409.1210 - logcount_predictions_loss: 0.5196 504/2423 [=====>........................] - ETA: 18:01 - loss: 418.9947 - logits_profile_predictions_loss: 409.1227 - logcount_predictions_loss: 0.5196 505/2423 [=====>........................] - ETA: 18:00 - loss: 418.9960 - logits_profile_predictions_loss: 409.1242 - logcount_predictions_loss: 0.5196 506/2423 [=====>........................] - ETA: 18:00 - loss: 418.9975 - logits_profile_predictions_loss: 409.1259 - logcount_predictions_loss: 0.5196 507/2423 [=====>........................] - ETA: 17:59 - loss: 418.9989 - 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[============================>.] - ETA: 13s - loss: 419.6317 - logits_profile_predictions_loss: 409.9292 - logcount_predictions_loss: 0.5106 2400/2423 [============================>.] - ETA: 12s - loss: 419.6316 - logits_profile_predictions_loss: 409.9291 - logcount_predictions_loss: 0.5106 2401/2423 [============================>.] - ETA: 12s - loss: 419.6315 - logits_profile_predictions_loss: 409.9291 - logcount_predictions_loss: 0.5106 2402/2423 [============================>.] - ETA: 11s - loss: 419.6314 - logits_profile_predictions_loss: 409.9291 - logcount_predictions_loss: 0.5106 2403/2423 [============================>.] - ETA: 11s - loss: 419.6313 - logits_profile_predictions_loss: 409.9291 - logcount_predictions_loss: 0.5106 2404/2423 [============================>.] - ETA: 10s - loss: 419.6312 - logits_profile_predictions_loss: 409.9290 - logcount_predictions_loss: 0.5106 2405/2423 [============================>.] - ETA: 10s - loss: 419.6311 - logits_profile_predictions_loss: 409.9290 - logcount_predictions_loss: 0.5106 2406/2423 [============================>.] - ETA: 9s - loss: 419.6310 - logits_profile_predictions_loss: 409.9290 - logcount_predictions_loss: 0.5106  2407/2423 [============================>.] - ETA: 9s - loss: 419.6309 - logits_profile_predictions_loss: 409.9290 - logcount_predictions_loss: 0.5106 2408/2423 [============================>.] - ETA: 8s - loss: 419.6309 - logits_profile_predictions_loss: 409.9290 - logcount_predictions_loss: 0.5106 2409/2423 [============================>.] - ETA: 7s - loss: 419.6308 - logits_profile_predictions_loss: 409.9290 - logcount_predictions_loss: 0.5106 2410/2423 [============================>.] - ETA: 7s - loss: 419.6307 - logits_profile_predictions_loss: 409.9289 - logcount_predictions_loss: 0.5106 2411/2423 [============================>.] - ETA: 6s - loss: 419.6306 - logits_profile_predictions_loss: 409.9289 - logcount_predictions_loss: 0.5106 2412/2423 [============================>.] - ETA: 6s - loss: 419.6305 - logits_profile_predictions_loss: 409.9289 - logcount_predictions_loss: 0.5106 2413/2423 [============================>.] - ETA: 5s - loss: 419.6304 - logits_profile_predictions_loss: 409.9288 - logcount_predictions_loss: 0.5106 2414/2423 [============================>.] - ETA: 5s - loss: 419.6303 - logits_profile_predictions_loss: 409.9288 - logcount_predictions_loss: 0.5106 2415/2423 [============================>.] - ETA: 4s - loss: 419.6302 - logits_profile_predictions_loss: 409.9288 - logcount_predictions_loss: 0.5106 2416/2423 [============================>.] - ETA: 3s - loss: 419.6301 - logits_profile_predictions_loss: 409.9288 - logcount_predictions_loss: 0.5106 2417/2423 [============================>.] - ETA: 3s - loss: 419.6300 - logits_profile_predictions_loss: 409.9287 - logcount_predictions_loss: 0.5106 2418/2423 [============================>.] - ETA: 2s - loss: 419.6299 - logits_profile_predictions_loss: 409.9287 - logcount_predictions_loss: 0.5106 2419/2423 [============================>.] - ETA: 2s - loss: 419.6297 - logits_profile_predictions_loss: 409.9286 - logcount_predictions_loss: 0.5106 2420/2423 [============================>.] - ETA: 1s - loss: 419.6296 - logits_profile_predictions_loss: 409.9286 - logcount_predictions_loss: 0.5106 2421/2423 [============================>.] - ETA: 1s - loss: 419.6295 - logits_profile_predictions_loss: 409.9286 - logcount_predictions_loss: 0.5106 2422/2423 [============================>.] - ETA: 0s - loss: 419.6294 - logits_profile_predictions_loss: 409.9285 - logcount_predictions_loss: 0.5106 2423/2423 [==============================] - ETA: 0s - loss: 419.6293 - logits_profile_predictions_loss: 409.9285 - logcount_predictions_loss: 0.5106 2423/2423 [==============================] - 1420s 586ms/step - loss: 419.6291 - logits_profile_predictions_loss: 409.9284 - logcount_predictions_loss: 0.5105 - val_loss: 472.5193 - val_logits_profile_predictions_loss: 462.2878 - val_logcount_predictions_loss: 0.5385 Epoch 00005: val_loss improved from 473.10782 to 472.51935, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR524CPZ//chrombpnet_model_feb15_fold_1/chrombpnet.h5 Epoch 6/50 1/2423 [..............................] - ETA: 23:31 - loss: 484.5422 - logits_profile_predictions_loss: 471.0487 - logcount_predictions_loss: 0.7102 2/2423 [..............................] - ETA: 22:44 - loss: 470.9271 - logits_profile_predictions_loss: 458.5295 - logcount_predictions_loss: 0.6525 3/2423 [..............................] - ETA: 22:43 - loss: 462.5560 - logits_profile_predictions_loss: 450.9589 - logcount_predictions_loss: 0.6104 4/2423 [..............................] - ETA: 22:43 - loss: 457.9226 - logits_profile_predictions_loss: 446.7589 - logcount_predictions_loss: 0.5876 5/2423 [..............................] - ETA: 22:42 - loss: 456.9408 - logits_profile_predictions_loss: 446.0962 - logcount_predictions_loss: 0.5708 6/2423 [..............................] - ETA: 22:41 - loss: 454.4451 - logits_profile_predictions_loss: 443.7758 - logcount_predictions_loss: 0.5615 7/2423 [..............................] - ETA: 22:41 - loss: 452.0403 - logits_profile_predictions_loss: 441.4544 - logcount_predictions_loss: 0.5572 8/2423 [..............................] - ETA: 22:40 - loss: 450.4292 - logits_profile_predictions_loss: 439.9147 - logcount_predictions_loss: 0.5534 9/2423 [..............................] - ETA: 22:40 - loss: 448.7529 - logits_profile_predictions_loss: 438.3067 - logcount_predictions_loss: 0.5498 10/2423 [..............................] - ETA: 22:39 - loss: 447.1656 - logits_profile_predictions_loss: 436.7582 - logcount_predictions_loss: 0.5478 11/2423 [..............................] - ETA: 22:39 - loss: 445.8567 - logits_profile_predictions_loss: 435.4798 - logcount_predictions_loss: 0.5462 12/2423 [..............................] - ETA: 22:38 - loss: 444.5228 - logits_profile_predictions_loss: 434.1593 - logcount_predictions_loss: 0.5455 13/2423 [..............................] - ETA: 22:37 - loss: 443.1404 - logits_profile_predictions_loss: 432.8009 - logcount_predictions_loss: 0.5442 14/2423 [..............................] - ETA: 22:37 - loss: 442.3146 - logits_profile_predictions_loss: 432.0081 - logcount_predictions_loss: 0.5424 15/2423 [..............................] - ETA: 22:36 - loss: 441.4994 - logits_profile_predictions_loss: 431.2377 - logcount_predictions_loss: 0.5401 16/2423 [..............................] - ETA: 22:36 - loss: 440.7489 - logits_profile_predictions_loss: 430.5281 - logcount_predictions_loss: 0.5379 17/2423 [..............................] - ETA: 22:35 - loss: 440.0144 - logits_profile_predictions_loss: 429.8362 - logcount_predictions_loss: 0.5357 18/2423 [..............................] - ETA: 22:35 - loss: 439.2781 - logits_profile_predictions_loss: 429.1362 - logcount_predictions_loss: 0.5338 19/2423 [..............................] - ETA: 22:34 - loss: 438.4636 - logits_profile_predictions_loss: 428.3526 - logcount_predictions_loss: 0.5322 20/2423 [..............................] - ETA: 22:33 - loss: 437.7140 - logits_profile_predictions_loss: 427.6330 - logcount_predictions_loss: 0.5306 21/2423 [..............................] - ETA: 22:33 - loss: 436.9989 - logits_profile_predictions_loss: 426.9497 - logcount_predictions_loss: 0.5289 22/2423 [..............................] - ETA: 22:32 - loss: 436.4159 - logits_profile_predictions_loss: 426.4006 - logcount_predictions_loss: 0.5271 23/2423 [..............................] - ETA: 22:32 - loss: 435.8660 - logits_profile_predictions_loss: 425.8823 - logcount_predictions_loss: 0.5255 24/2423 [..............................] - ETA: 22:31 - loss: 435.2389 - logits_profile_predictions_loss: 425.2892 - logcount_predictions_loss: 0.5237 25/2423 [..............................] - ETA: 22:30 - loss: 434.6622 - logits_profile_predictions_loss: 424.7388 - logcount_predictions_loss: 0.5223 26/2423 [..............................] - ETA: 22:30 - loss: 434.1298 - logits_profile_predictions_loss: 424.2314 - logcount_predictions_loss: 0.5210 27/2423 [..............................] - ETA: 22:29 - loss: 433.6587 - logits_profile_predictions_loss: 423.7832 - logcount_predictions_loss: 0.5198 28/2423 [..............................] - ETA: 22:29 - loss: 433.2627 - logits_profile_predictions_loss: 423.4076 - logcount_predictions_loss: 0.5187 29/2423 [..............................] - ETA: 22:28 - loss: 432.8223 - logits_profile_predictions_loss: 422.9876 - logcount_predictions_loss: 0.5176 30/2423 [..............................] - ETA: 22:28 - loss: 432.5179 - logits_profile_predictions_loss: 422.7031 - logcount_predictions_loss: 0.5166 31/2423 [..............................] - ETA: 22:27 - loss: 432.2255 - logits_profile_predictions_loss: 422.4322 - logcount_predictions_loss: 0.5154 32/2423 [..............................] - ETA: 22:26 - loss: 431.9260 - logits_profile_predictions_loss: 422.1505 - logcount_predictions_loss: 0.5145 33/2423 [..............................] - ETA: 22:26 - loss: 431.6444 - logits_profile_predictions_loss: 421.8869 - logcount_predictions_loss: 0.5136 34/2423 [..............................] - ETA: 22:25 - loss: 431.3565 - logits_profile_predictions_loss: 421.6170 - logcount_predictions_loss: 0.5126 35/2423 [..............................] - ETA: 22:25 - loss: 431.1078 - logits_profile_predictions_loss: 421.3875 - logcount_predictions_loss: 0.5116 36/2423 [..............................] - ETA: 22:24 - loss: 430.8515 - logits_profile_predictions_loss: 421.1490 - logcount_predictions_loss: 0.5107 37/2423 [..............................] - ETA: 22:24 - loss: 430.6038 - logits_profile_predictions_loss: 420.9200 - logcount_predictions_loss: 0.5097 38/2423 [..............................] - ETA: 22:23 - loss: 430.3853 - logits_profile_predictions_loss: 420.7181 - logcount_predictions_loss: 0.5088 39/2423 [..............................] - ETA: 22:22 - loss: 430.1591 - logits_profile_predictions_loss: 420.5080 - logcount_predictions_loss: 0.5079 40/2423 [..............................] - ETA: 22:22 - loss: 429.9184 - logits_profile_predictions_loss: 420.2826 - logcount_predictions_loss: 0.5071 41/2423 [..............................] - ETA: 22:21 - loss: 429.7197 - logits_profile_predictions_loss: 420.0972 - logcount_predictions_loss: 0.5065 42/2423 [..............................] - ETA: 22:21 - loss: 429.5098 - logits_profile_predictions_loss: 419.9012 - logcount_predictions_loss: 0.5057 43/2423 [..............................] - ETA: 22:20 - loss: 429.2846 - logits_profile_predictions_loss: 419.6908 - logcount_predictions_loss: 0.5049 44/2423 [..............................] - ETA: 22:20 - loss: 429.0751 - logits_profile_predictions_loss: 419.4950 - logcount_predictions_loss: 0.5042 45/2423 [..............................] - ETA: 22:19 - loss: 428.8727 - logits_profile_predictions_loss: 419.3066 - logcount_predictions_loss: 0.5035 46/2423 [..............................] - ETA: 22:18 - loss: 428.6755 - logits_profile_predictions_loss: 419.1224 - logcount_predictions_loss: 0.5028 47/2423 [..............................] - ETA: 22:18 - loss: 428.4535 - logits_profile_predictions_loss: 418.9137 - logcount_predictions_loss: 0.5021 48/2423 [..............................] - ETA: 22:17 - loss: 428.2490 - logits_profile_predictions_loss: 418.7213 - logcount_predictions_loss: 0.5015 49/2423 [..............................] - ETA: 22:17 - loss: 428.0539 - logits_profile_predictions_loss: 418.5376 - logcount_predictions_loss: 0.5009 50/2423 [..............................] - ETA: 22:16 - loss: 427.8759 - logits_profile_predictions_loss: 418.3705 - logcount_predictions_loss: 0.5003 51/2423 [..............................] - ETA: 22:16 - loss: 427.7197 - logits_profile_predictions_loss: 418.2242 - logcount_predictions_loss: 0.4998 52/2423 [..............................] - ETA: 22:15 - loss: 427.5541 - logits_profile_predictions_loss: 418.0679 - logcount_predictions_loss: 0.4993 53/2423 [..............................] - ETA: 22:15 - loss: 427.3990 - logits_profile_predictions_loss: 417.9217 - logcount_predictions_loss: 0.4988 54/2423 [..............................] - ETA: 22:14 - loss: 427.2468 - logits_profile_predictions_loss: 417.7782 - logcount_predictions_loss: 0.4983 55/2423 [..............................] - ETA: 22:13 - loss: 427.1032 - logits_profile_predictions_loss: 417.6423 - logcount_predictions_loss: 0.4979 56/2423 [..............................] - ETA: 22:13 - loss: 426.9656 - logits_profile_predictions_loss: 417.5130 - logcount_predictions_loss: 0.4975 57/2423 [..............................] - ETA: 22:13 - loss: 426.8144 - logits_profile_predictions_loss: 417.3698 - logcount_predictions_loss: 0.4971 58/2423 [..............................] - ETA: 22:12 - loss: 426.6678 - logits_profile_predictions_loss: 417.2312 - logcount_predictions_loss: 0.4967 59/2423 [..............................] - ETA: 22:12 - loss: 426.5172 - logits_profile_predictions_loss: 417.0880 - logcount_predictions_loss: 0.4963 60/2423 [..............................] - ETA: 22:11 - loss: 426.3717 - logits_profile_predictions_loss: 416.9504 - logcount_predictions_loss: 0.4959 61/2423 [..............................] - ETA: 22:10 - loss: 426.2248 - logits_profile_predictions_loss: 416.8104 - logcount_predictions_loss: 0.4955 62/2423 [..............................] - ETA: 22:10 - loss: 426.0783 - logits_profile_predictions_loss: 416.6702 - logcount_predictions_loss: 0.4952 63/2423 [..............................] - ETA: 22:09 - loss: 425.9371 - logits_profile_predictions_loss: 416.5348 - logcount_predictions_loss: 0.4949 64/2423 [..............................] - ETA: 22:09 - loss: 425.7970 - 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[..............................] - ETA: 22:05 - loss: 424.8545 - logits_profile_predictions_loss: 415.4894 - logcount_predictions_loss: 0.4929 72/2423 [..............................] - ETA: 22:04 - loss: 424.7380 - logits_profile_predictions_loss: 415.3771 - logcount_predictions_loss: 0.4927 73/2423 [..............................] - ETA: 22:04 - loss: 424.6163 - logits_profile_predictions_loss: 415.2596 - logcount_predictions_loss: 0.4925 74/2423 [..............................] - ETA: 22:03 - loss: 424.5155 - logits_profile_predictions_loss: 415.1625 - logcount_predictions_loss: 0.4923 75/2423 [..............................] - ETA: 22:03 - loss: 424.4115 - logits_profile_predictions_loss: 415.0629 - logcount_predictions_loss: 0.4920 76/2423 [..............................] - ETA: 22:02 - loss: 424.3056 - logits_profile_predictions_loss: 414.9614 - logcount_predictions_loss: 0.4918 77/2423 [..............................] - ETA: 22:01 - loss: 424.2006 - 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[>.............................] - ETA: 21:57 - loss: 423.4837 - logits_profile_predictions_loss: 414.1775 - logcount_predictions_loss: 0.4898 85/2423 [>.............................] - ETA: 21:57 - loss: 423.3949 - logits_profile_predictions_loss: 414.0937 - logcount_predictions_loss: 0.4895 86/2423 [>.............................] - ETA: 21:56 - loss: 423.3033 - logits_profile_predictions_loss: 414.0071 - logcount_predictions_loss: 0.4893 87/2423 [>.............................] - ETA: 21:56 - loss: 423.2122 - logits_profile_predictions_loss: 413.9211 - logcount_predictions_loss: 0.4890 88/2423 [>.............................] - ETA: 21:55 - loss: 423.1265 - logits_profile_predictions_loss: 413.8403 - logcount_predictions_loss: 0.4887 89/2423 [>.............................] - ETA: 21:55 - loss: 423.0364 - logits_profile_predictions_loss: 413.7553 - logcount_predictions_loss: 0.4885 90/2423 [>.............................] - ETA: 21:54 - loss: 422.9537 - 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[>.............................] - ETA: 21:50 - loss: 422.3875 - logits_profile_predictions_loss: 413.1443 - logcount_predictions_loss: 0.4865 98/2423 [>.............................] - ETA: 21:49 - loss: 422.3130 - logits_profile_predictions_loss: 413.0741 - logcount_predictions_loss: 0.4863 99/2423 [>.............................] - ETA: 21:49 - loss: 422.2361 - logits_profile_predictions_loss: 413.0013 - logcount_predictions_loss: 0.4860 100/2423 [>.............................] - ETA: 21:48 - loss: 422.1597 - logits_profile_predictions_loss: 412.9288 - logcount_predictions_loss: 0.4858 101/2423 [>.............................] - ETA: 21:48 - loss: 422.0883 - logits_profile_predictions_loss: 412.8609 - logcount_predictions_loss: 0.4857 102/2423 [>.............................] - ETA: 21:47 - loss: 422.0224 - logits_profile_predictions_loss: 412.7982 - logcount_predictions_loss: 0.4855 103/2423 [>.............................] - ETA: 21:47 - loss: 421.9622 - 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[============================>.] - ETA: 14s - loss: 415.4724 - logits_profile_predictions_loss: 406.4992 - logcount_predictions_loss: 0.4723 2399/2423 [============================>.] - ETA: 13s - loss: 415.4725 - logits_profile_predictions_loss: 406.4992 - logcount_predictions_loss: 0.4723 2400/2423 [============================>.] - ETA: 12s - loss: 415.4726 - logits_profile_predictions_loss: 406.4993 - logcount_predictions_loss: 0.4723 2401/2423 [============================>.] - ETA: 12s - loss: 415.4727 - logits_profile_predictions_loss: 406.4994 - logcount_predictions_loss: 0.4723 2402/2423 [============================>.] - ETA: 11s - loss: 415.4728 - logits_profile_predictions_loss: 406.4995 - logcount_predictions_loss: 0.4723 2403/2423 [============================>.] - ETA: 11s - loss: 415.4729 - logits_profile_predictions_loss: 406.4996 - logcount_predictions_loss: 0.4723 2404/2423 [============================>.] - ETA: 10s - loss: 415.4730 - 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[============================>.] - ETA: 6s - loss: 415.4736 - logits_profile_predictions_loss: 406.5003 - logcount_predictions_loss: 0.4723 2412/2423 [============================>.] - ETA: 6s - loss: 415.4737 - logits_profile_predictions_loss: 406.5004 - logcount_predictions_loss: 0.4723 2413/2423 [============================>.] - ETA: 5s - loss: 415.4738 - logits_profile_predictions_loss: 406.5005 - logcount_predictions_loss: 0.4723 2414/2423 [============================>.] - ETA: 5s - loss: 415.4739 - logits_profile_predictions_loss: 406.5006 - logcount_predictions_loss: 0.4723 2415/2423 [============================>.] - ETA: 4s - loss: 415.4741 - logits_profile_predictions_loss: 406.5007 - logcount_predictions_loss: 0.4723 2416/2423 [============================>.] - ETA: 3s - loss: 415.4742 - logits_profile_predictions_loss: 406.5008 - logcount_predictions_loss: 0.4723 2417/2423 [============================>.] - ETA: 3s - loss: 415.4743 - logits_profile_predictions_loss: 406.5009 - logcount_predictions_loss: 0.4723 2418/2423 [============================>.] - ETA: 2s - loss: 415.4744 - logits_profile_predictions_loss: 406.5010 - logcount_predictions_loss: 0.4723 2419/2423 [============================>.] - ETA: 2s - loss: 415.4745 - logits_profile_predictions_loss: 406.5011 - logcount_predictions_loss: 0.4723 2420/2423 [============================>.] - ETA: 1s - loss: 415.4746 - logits_profile_predictions_loss: 406.5012 - logcount_predictions_loss: 0.4723 2421/2423 [============================>.] - ETA: 1s - loss: 415.4747 - logits_profile_predictions_loss: 406.5013 - logcount_predictions_loss: 0.4723 2422/2423 [============================>.] - ETA: 0s - loss: 415.4748 - logits_profile_predictions_loss: 406.5014 - logcount_predictions_loss: 0.4723 2423/2423 [==============================] - ETA: 0s - loss: 415.4749 - logits_profile_predictions_loss: 406.5015 - logcount_predictions_loss: 0.4723 2423/2423 [==============================] - 1420s 586ms/step - loss: 415.4750 - logits_profile_predictions_loss: 406.5016 - logcount_predictions_loss: 0.4723 - val_loss: 471.5513 - val_logits_profile_predictions_loss: 462.4056 - val_logcount_predictions_loss: 0.4813 Epoch 00006: val_loss improved from 472.51935 to 471.55127, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR524CPZ//chrombpnet_model_feb15_fold_1/chrombpnet.h5 Epoch 7/50 1/2423 [..............................] - ETA: 23:28 - loss: 401.6696 - logits_profile_predictions_loss: 394.1560 - logcount_predictions_loss: 0.3955 2/2423 [..............................] - ETA: 22:42 - loss: 398.2073 - logits_profile_predictions_loss: 390.5225 - logcount_predictions_loss: 0.4045 3/2423 [..............................] - ETA: 22:42 - loss: 395.9775 - logits_profile_predictions_loss: 388.2695 - logcount_predictions_loss: 0.4057 4/2423 [..............................] - ETA: 22:42 - loss: 395.3869 - logits_profile_predictions_loss: 387.6384 - 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397.7470 - logits_profile_predictions_loss: 389.9851 - logcount_predictions_loss: 0.4085 12/2423 [..............................] - ETA: 22:37 - loss: 397.8744 - logits_profile_predictions_loss: 390.0857 - logcount_predictions_loss: 0.4099 13/2423 [..............................] - ETA: 22:37 - loss: 398.0320 - logits_profile_predictions_loss: 390.2222 - logcount_predictions_loss: 0.4110 14/2423 [..............................] - ETA: 22:36 - loss: 398.1057 - logits_profile_predictions_loss: 390.2701 - logcount_predictions_loss: 0.4124 15/2423 [..............................] - ETA: 22:36 - loss: 398.0597 - logits_profile_predictions_loss: 390.1824 - logcount_predictions_loss: 0.4146 16/2423 [..............................] - ETA: 22:35 - loss: 398.0302 - logits_profile_predictions_loss: 390.1134 - logcount_predictions_loss: 0.4167 17/2423 [..............................] - ETA: 22:35 - loss: 398.0097 - logits_profile_predictions_loss: 390.0601 - logcount_predictions_loss: 0.4184 18/2423 [..............................] - ETA: 22:34 - loss: 398.0702 - logits_profile_predictions_loss: 390.0920 - logcount_predictions_loss: 0.4199 19/2423 [..............................] - ETA: 22:33 - loss: 398.2144 - logits_profile_predictions_loss: 390.2012 - logcount_predictions_loss: 0.4217 20/2423 [..............................] - ETA: 22:33 - loss: 398.4584 - logits_profile_predictions_loss: 390.4050 - logcount_predictions_loss: 0.4239 21/2423 [..............................] - ETA: 22:32 - loss: 398.5758 - logits_profile_predictions_loss: 390.4883 - logcount_predictions_loss: 0.4257 22/2423 [..............................] - ETA: 22:32 - loss: 398.7664 - logits_profile_predictions_loss: 390.6496 - logcount_predictions_loss: 0.4272 23/2423 [..............................] - ETA: 22:31 - loss: 399.0099 - logits_profile_predictions_loss: 390.8699 - logcount_predictions_loss: 0.4284 24/2423 [..............................] - ETA: 22:31 - loss: 399.2185 - 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[..............................] - ETA: 22:26 - loss: 400.4935 - logits_profile_predictions_loss: 392.2076 - logcount_predictions_loss: 0.4361 32/2423 [..............................] - ETA: 22:26 - loss: 400.5658 - logits_profile_predictions_loss: 392.2704 - logcount_predictions_loss: 0.4366 33/2423 [..............................] - ETA: 22:25 - loss: 400.5719 - logits_profile_predictions_loss: 392.2683 - logcount_predictions_loss: 0.4370 34/2423 [..............................] - ETA: 22:25 - loss: 400.5784 - logits_profile_predictions_loss: 392.2654 - logcount_predictions_loss: 0.4375 35/2423 [..............................] - ETA: 22:24 - loss: 400.5670 - logits_profile_predictions_loss: 392.2433 - logcount_predictions_loss: 0.4381 36/2423 [..............................] - ETA: 22:24 - loss: 400.5787 - logits_profile_predictions_loss: 392.2447 - logcount_predictions_loss: 0.4386 37/2423 [..............................] - ETA: 22:23 - loss: 400.6402 - 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[===>..........................] - ETA: 19:02 - loss: 408.1933 - logits_profile_predictions_loss: 399.3982 - logcount_predictions_loss: 0.4629 396/2423 [===>..........................] - ETA: 19:01 - loss: 408.1961 - logits_profile_predictions_loss: 399.4010 - logcount_predictions_loss: 0.4629 397/2423 [===>..........................] - ETA: 19:01 - loss: 408.1992 - logits_profile_predictions_loss: 399.4041 - logcount_predictions_loss: 0.4629 398/2423 [===>..........................] - ETA: 19:00 - loss: 408.2020 - logits_profile_predictions_loss: 399.4069 - logcount_predictions_loss: 0.4629 399/2423 [===>..........................] - ETA: 19:00 - loss: 408.2048 - logits_profile_predictions_loss: 399.4098 - logcount_predictions_loss: 0.4629 400/2423 [===>..........................] - ETA: 18:59 - loss: 408.2077 - logits_profile_predictions_loss: 399.4127 - logcount_predictions_loss: 0.4629 401/2423 [===>..........................] - ETA: 18:59 - loss: 408.2105 - 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[====>.........................] - ETA: 18:55 - loss: 408.2312 - logits_profile_predictions_loss: 399.4366 - logcount_predictions_loss: 0.4629 409/2423 [====>.........................] - ETA: 18:54 - loss: 408.2341 - logits_profile_predictions_loss: 399.4396 - logcount_predictions_loss: 0.4629 410/2423 [====>.........................] - ETA: 18:53 - loss: 408.2370 - logits_profile_predictions_loss: 399.4427 - logcount_predictions_loss: 0.4629 411/2423 [====>.........................] - ETA: 18:53 - loss: 408.2400 - logits_profile_predictions_loss: 399.4458 - logcount_predictions_loss: 0.4629 412/2423 [====>.........................] - ETA: 18:52 - loss: 408.2432 - logits_profile_predictions_loss: 399.4490 - logcount_predictions_loss: 0.4629 413/2423 [====>.........................] - ETA: 18:52 - loss: 408.2463 - logits_profile_predictions_loss: 399.4523 - logcount_predictions_loss: 0.4628 414/2423 [====>.........................] - ETA: 18:51 - loss: 408.2498 - 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[====>.........................] - ETA: 18:47 - loss: 408.2722 - logits_profile_predictions_loss: 399.4792 - logcount_predictions_loss: 0.4628 422/2423 [====>.........................] - ETA: 18:47 - loss: 408.2750 - logits_profile_predictions_loss: 399.4821 - logcount_predictions_loss: 0.4628 423/2423 [====>.........................] - ETA: 18:46 - loss: 408.2779 - logits_profile_predictions_loss: 399.4853 - logcount_predictions_loss: 0.4628 424/2423 [====>.........................] - ETA: 18:46 - loss: 408.2808 - logits_profile_predictions_loss: 399.4883 - logcount_predictions_loss: 0.4628 425/2423 [====>.........................] - ETA: 18:45 - loss: 408.2834 - logits_profile_predictions_loss: 399.4911 - logcount_predictions_loss: 0.4628 426/2423 [====>.........................] - ETA: 18:44 - loss: 408.2858 - logits_profile_predictions_loss: 399.4937 - logcount_predictions_loss: 0.4627 427/2423 [====>.........................] - ETA: 18:44 - loss: 408.2880 - 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[====>.........................] - ETA: 18:40 - loss: 408.3056 - logits_profile_predictions_loss: 399.5151 - logcount_predictions_loss: 0.4627 435/2423 [====>.........................] - ETA: 18:39 - loss: 408.3084 - logits_profile_predictions_loss: 399.5180 - logcount_predictions_loss: 0.4627 436/2423 [====>.........................] - ETA: 18:39 - loss: 408.3112 - logits_profile_predictions_loss: 399.5211 - logcount_predictions_loss: 0.4626 437/2423 [====>.........................] - ETA: 18:38 - loss: 408.3141 - logits_profile_predictions_loss: 399.5241 - logcount_predictions_loss: 0.4626 438/2423 [====>.........................] - ETA: 18:38 - loss: 408.3171 - logits_profile_predictions_loss: 399.5274 - logcount_predictions_loss: 0.4626 439/2423 [====>.........................] - ETA: 18:37 - loss: 408.3206 - logits_profile_predictions_loss: 399.5311 - logcount_predictions_loss: 0.4626 440/2423 [====>.........................] - ETA: 18:37 - loss: 408.3242 - logits_profile_predictions_loss: 399.5349 - logcount_predictions_loss: 0.4626 441/2423 [====>.........................] - ETA: 18:36 - loss: 408.3278 - logits_profile_predictions_loss: 399.5387 - logcount_predictions_loss: 0.4626 442/2423 [====>.........................] - ETA: 18:35 - loss: 408.3311 - logits_profile_predictions_loss: 399.5423 - logcount_predictions_loss: 0.4626 443/2423 [====>.........................] - ETA: 18:35 - loss: 408.3344 - logits_profile_predictions_loss: 399.5457 - logcount_predictions_loss: 0.4626 444/2423 [====>.........................] - ETA: 18:34 - loss: 408.3375 - logits_profile_predictions_loss: 399.5491 - logcount_predictions_loss: 0.4626 445/2423 [====>.........................] - ETA: 18:34 - loss: 408.3407 - logits_profile_predictions_loss: 399.5525 - logcount_predictions_loss: 0.4625 446/2423 [====>.........................] - ETA: 18:33 - loss: 408.3438 - logits_profile_predictions_loss: 399.5558 - logcount_predictions_loss: 0.4625 447/2423 [====>.........................] - ETA: 18:33 - loss: 408.3467 - logits_profile_predictions_loss: 399.5589 - logcount_predictions_loss: 0.4625 448/2423 [====>.........................] - ETA: 18:32 - loss: 408.3498 - logits_profile_predictions_loss: 399.5622 - logcount_predictions_loss: 0.4625 449/2423 [====>.........................] - ETA: 18:32 - loss: 408.3528 - logits_profile_predictions_loss: 399.5655 - logcount_predictions_loss: 0.4625 450/2423 [====>.........................] - ETA: 18:31 - loss: 408.3557 - logits_profile_predictions_loss: 399.5686 - logcount_predictions_loss: 0.4625 451/2423 [====>.........................] - ETA: 18:30 - loss: 408.3586 - logits_profile_predictions_loss: 399.5718 - logcount_predictions_loss: 0.4625 452/2423 [====>.........................] - ETA: 18:30 - loss: 408.3616 - logits_profile_predictions_loss: 399.5750 - logcount_predictions_loss: 0.4625 453/2423 [====>.........................] - ETA: 18:29 - loss: 408.3648 - 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logits_profile_predictions_loss: 403.0909 - logcount_predictions_loss: 0.4536 2404/2423 [============================>.] - ETA: 10s - loss: 411.7088 - logits_profile_predictions_loss: 403.0916 - logcount_predictions_loss: 0.4536 2405/2423 [============================>.] - ETA: 10s - loss: 411.7095 - logits_profile_predictions_loss: 403.0923 - logcount_predictions_loss: 0.4536 2406/2423 [============================>.] - ETA: 9s - loss: 411.7102 - logits_profile_predictions_loss: 403.0930 - logcount_predictions_loss: 0.4536  2407/2423 [============================>.] - ETA: 9s - loss: 411.7108 - logits_profile_predictions_loss: 403.0937 - logcount_predictions_loss: 0.4536 2408/2423 [============================>.] - ETA: 8s - loss: 411.7115 - logits_profile_predictions_loss: 403.0944 - logcount_predictions_loss: 0.4536 2409/2423 [============================>.] - ETA: 7s - loss: 411.7122 - logits_profile_predictions_loss: 403.0951 - logcount_predictions_loss: 0.4535 2410/2423 [============================>.] - ETA: 7s - loss: 411.7129 - logits_profile_predictions_loss: 403.0958 - logcount_predictions_loss: 0.4535 2411/2423 [============================>.] - ETA: 6s - loss: 411.7135 - logits_profile_predictions_loss: 403.0966 - logcount_predictions_loss: 0.4535 2412/2423 [============================>.] - ETA: 6s - loss: 411.7142 - logits_profile_predictions_loss: 403.0973 - logcount_predictions_loss: 0.4535 2413/2423 [============================>.] - ETA: 5s - loss: 411.7149 - logits_profile_predictions_loss: 403.0980 - logcount_predictions_loss: 0.4535 2414/2423 [============================>.] - ETA: 5s - loss: 411.7156 - logits_profile_predictions_loss: 403.0987 - logcount_predictions_loss: 0.4535 2415/2423 [============================>.] - ETA: 4s - loss: 411.7163 - logits_profile_predictions_loss: 403.0994 - logcount_predictions_loss: 0.4535 2416/2423 [============================>.] - ETA: 3s - loss: 411.7169 - logits_profile_predictions_loss: 403.1001 - logcount_predictions_loss: 0.4535 2417/2423 [============================>.] - ETA: 3s - loss: 411.7176 - logits_profile_predictions_loss: 403.1008 - logcount_predictions_loss: 0.4535 2418/2423 [============================>.] - ETA: 2s - loss: 411.7183 - logits_profile_predictions_loss: 403.1016 - logcount_predictions_loss: 0.4535 2419/2423 [============================>.] - ETA: 2s - loss: 411.7190 - logits_profile_predictions_loss: 403.1023 - logcount_predictions_loss: 0.4535 2420/2423 [============================>.] - ETA: 1s - loss: 411.7197 - logits_profile_predictions_loss: 403.1030 - logcount_predictions_loss: 0.4535 2421/2423 [============================>.] - ETA: 1s - loss: 411.7203 - logits_profile_predictions_loss: 403.1037 - logcount_predictions_loss: 0.4535 2422/2423 [============================>.] - ETA: 0s - loss: 411.7210 - logits_profile_predictions_loss: 403.1044 - logcount_predictions_loss: 0.4535 2423/2423 [==============================] - ETA: 0s - loss: 411.7217 - logits_profile_predictions_loss: 403.1052 - logcount_predictions_loss: 0.4535 2423/2423 [==============================] - 1420s 586ms/step - loss: 411.7224 - logits_profile_predictions_loss: 403.1059 - logcount_predictions_loss: 0.4535 - val_loss: 472.2382 - val_logits_profile_predictions_loss: 463.0561 - val_logcount_predictions_loss: 0.4833 Epoch 00007: val_loss did not improve from 471.55127 Epoch 8/50 1/2423 [..............................] - ETA: 23:42 - loss: 328.4950 - logits_profile_predictions_loss: 321.7250 - logcount_predictions_loss: 0.3563 2/2423 [..............................] - ETA: 22:45 - loss: 338.6805 - logits_profile_predictions_loss: 331.7023 - logcount_predictions_loss: 0.3673 3/2423 [..............................] - ETA: 22:44 - loss: 347.2413 - logits_profile_predictions_loss: 339.9008 - logcount_predictions_loss: 0.3863 4/2423 [..............................] - ETA: 22:43 - loss: 357.0262 - logits_profile_predictions_loss: 349.3957 - logcount_predictions_loss: 0.4016 5/2423 [..............................] - ETA: 22:42 - loss: 363.6097 - logits_profile_predictions_loss: 355.8822 - logcount_predictions_loss: 0.4067 6/2423 [..............................] - ETA: 22:42 - loss: 368.4360 - logits_profile_predictions_loss: 360.6591 - logcount_predictions_loss: 0.4093 7/2423 [..............................] - ETA: 22:42 - loss: 373.0143 - logits_profile_predictions_loss: 365.1673 - logcount_predictions_loss: 0.4130 8/2423 [..............................] - ETA: 22:41 - loss: 376.8277 - logits_profile_predictions_loss: 368.9141 - logcount_predictions_loss: 0.4165 9/2423 [..............................] - ETA: 22:40 - loss: 379.0731 - logits_profile_predictions_loss: 371.0988 - logcount_predictions_loss: 0.4197 10/2423 [..............................] - ETA: 22:40 - loss: 380.4722 - logits_profile_predictions_loss: 372.4926 - logcount_predictions_loss: 0.4200 11/2423 [..............................] - ETA: 22:39 - loss: 382.0942 - logits_profile_predictions_loss: 374.0790 - logcount_predictions_loss: 0.4219 12/2423 [..............................] - ETA: 22:38 - loss: 383.5251 - logits_profile_predictions_loss: 375.4906 - logcount_predictions_loss: 0.4229 13/2423 [..............................] - ETA: 22:38 - loss: 384.9204 - logits_profile_predictions_loss: 376.8734 - logcount_predictions_loss: 0.4235 14/2423 [..............................] - ETA: 22:37 - loss: 385.9218 - logits_profile_predictions_loss: 377.8438 - logcount_predictions_loss: 0.4252 15/2423 [..............................] - ETA: 22:37 - loss: 386.8781 - logits_profile_predictions_loss: 378.7780 - logcount_predictions_loss: 0.4263 16/2423 [..............................] - ETA: 22:36 - loss: 387.7267 - logits_profile_predictions_loss: 379.6109 - logcount_predictions_loss: 0.4271 17/2423 [..............................] - ETA: 22:36 - loss: 388.5494 - logits_profile_predictions_loss: 380.4071 - logcount_predictions_loss: 0.4285 18/2423 [..............................] - ETA: 22:35 - loss: 389.3091 - logits_profile_predictions_loss: 381.1435 - logcount_predictions_loss: 0.4298 19/2423 [..............................] - ETA: 22:34 - loss: 389.8270 - logits_profile_predictions_loss: 381.6443 - logcount_predictions_loss: 0.4307 20/2423 [..............................] - ETA: 22:34 - loss: 390.2364 - logits_profile_predictions_loss: 382.0398 - logcount_predictions_loss: 0.4314 21/2423 [..............................] - ETA: 22:33 - loss: 390.6689 - logits_profile_predictions_loss: 382.4663 - logcount_predictions_loss: 0.4317 22/2423 [..............................] - ETA: 22:33 - loss: 390.9657 - logits_profile_predictions_loss: 382.7608 - logcount_predictions_loss: 0.4318 23/2423 [..............................] - ETA: 22:32 - loss: 391.2179 - logits_profile_predictions_loss: 383.0183 - logcount_predictions_loss: 0.4316 24/2423 [..............................] - ETA: 22:32 - loss: 391.4623 - logits_profile_predictions_loss: 383.2668 - logcount_predictions_loss: 0.4313 25/2423 [..............................] - ETA: 22:31 - loss: 391.6223 - logits_profile_predictions_loss: 383.4323 - logcount_predictions_loss: 0.4311 26/2423 [..............................] - ETA: 22:31 - loss: 391.7714 - logits_profile_predictions_loss: 383.5860 - logcount_predictions_loss: 0.4308 27/2423 [..............................] - ETA: 22:30 - loss: 391.9453 - logits_profile_predictions_loss: 383.7635 - logcount_predictions_loss: 0.4306 28/2423 [..............................] - ETA: 22:29 - loss: 392.1419 - logits_profile_predictions_loss: 383.9645 - logcount_predictions_loss: 0.4304 29/2423 [..............................] - ETA: 22:29 - loss: 392.3578 - logits_profile_predictions_loss: 384.1859 - logcount_predictions_loss: 0.4301 30/2423 [..............................] - ETA: 22:28 - loss: 392.6147 - logits_profile_predictions_loss: 384.4487 - logcount_predictions_loss: 0.4298 31/2423 [..............................] - ETA: 22:28 - loss: 392.8771 - logits_profile_predictions_loss: 384.7147 - logcount_predictions_loss: 0.4296 32/2423 [..............................] - ETA: 22:27 - loss: 393.1116 - logits_profile_predictions_loss: 384.9541 - logcount_predictions_loss: 0.4293 33/2423 [..............................] - ETA: 22:27 - loss: 393.3169 - logits_profile_predictions_loss: 385.1641 - logcount_predictions_loss: 0.4291 34/2423 [..............................] - ETA: 22:26 - loss: 393.5184 - logits_profile_predictions_loss: 385.3670 - logcount_predictions_loss: 0.4290 35/2423 [..............................] - ETA: 22:26 - loss: 393.6803 - logits_profile_predictions_loss: 385.5323 - logcount_predictions_loss: 0.4288 36/2423 [..............................] - ETA: 22:25 - loss: 393.8536 - logits_profile_predictions_loss: 385.7079 - logcount_predictions_loss: 0.4287 37/2423 [..............................] - ETA: 22:25 - loss: 393.9827 - logits_profile_predictions_loss: 385.8386 - logcount_predictions_loss: 0.4286 38/2423 [..............................] - ETA: 22:24 - loss: 394.0998 - logits_profile_predictions_loss: 385.9575 - logcount_predictions_loss: 0.4285 39/2423 [..............................] - ETA: 22:23 - loss: 394.2099 - logits_profile_predictions_loss: 386.0697 - logcount_predictions_loss: 0.4284 40/2423 [..............................] - ETA: 22:23 - loss: 394.3341 - logits_profile_predictions_loss: 386.1957 - logcount_predictions_loss: 0.4283 41/2423 [..............................] - ETA: 22:22 - loss: 394.4363 - logits_profile_predictions_loss: 386.2983 - logcount_predictions_loss: 0.4283 42/2423 [..............................] - ETA: 22:22 - loss: 394.5424 - logits_profile_predictions_loss: 386.4043 - logcount_predictions_loss: 0.4283 43/2423 [..............................] - ETA: 22:21 - loss: 394.6593 - logits_profile_predictions_loss: 386.5210 - logcount_predictions_loss: 0.4283 44/2423 [..............................] - ETA: 22:21 - loss: 394.8017 - logits_profile_predictions_loss: 386.6628 - logcount_predictions_loss: 0.4284 45/2423 [..............................] - ETA: 22:20 - loss: 394.9592 - logits_profile_predictions_loss: 386.8180 - logcount_predictions_loss: 0.4285 46/2423 [..............................] - ETA: 22:19 - loss: 395.1316 - logits_profile_predictions_loss: 386.9879 - logcount_predictions_loss: 0.4286 47/2423 [..............................] - ETA: 22:19 - loss: 395.3040 - logits_profile_predictions_loss: 387.1587 - logcount_predictions_loss: 0.4287 48/2423 [..............................] - ETA: 22:18 - loss: 395.4835 - logits_profile_predictions_loss: 387.3365 - logcount_predictions_loss: 0.4288 49/2423 [..............................] - ETA: 22:18 - loss: 395.6334 - logits_profile_predictions_loss: 387.4853 - logcount_predictions_loss: 0.4288 50/2423 [..............................] - ETA: 22:17 - loss: 395.7858 - logits_profile_predictions_loss: 387.6372 - logcount_predictions_loss: 0.4289 51/2423 [..............................] - ETA: 22:17 - loss: 395.9404 - logits_profile_predictions_loss: 387.7922 - logcount_predictions_loss: 0.4289 52/2423 [..............................] - ETA: 22:16 - loss: 396.0942 - logits_profile_predictions_loss: 387.9466 - logcount_predictions_loss: 0.4288 53/2423 [..............................] - ETA: 22:15 - loss: 396.2588 - logits_profile_predictions_loss: 388.1116 - logcount_predictions_loss: 0.4288 54/2423 [..............................] - ETA: 22:15 - loss: 396.4243 - logits_profile_predictions_loss: 388.2784 - logcount_predictions_loss: 0.4287 55/2423 [..............................] - ETA: 22:14 - loss: 396.5741 - logits_profile_predictions_loss: 388.4302 - logcount_predictions_loss: 0.4286 56/2423 [..............................] - ETA: 22:14 - loss: 396.7241 - logits_profile_predictions_loss: 388.5818 - logcount_predictions_loss: 0.4285 57/2423 [..............................] - ETA: 22:13 - loss: 396.8750 - logits_profile_predictions_loss: 388.7346 - logcount_predictions_loss: 0.4284 58/2423 [..............................] - ETA: 22:13 - loss: 397.0243 - logits_profile_predictions_loss: 388.8855 - logcount_predictions_loss: 0.4284 59/2423 [..............................] - ETA: 22:12 - loss: 397.1727 - logits_profile_predictions_loss: 389.0356 - logcount_predictions_loss: 0.4283 60/2423 [..............................] - ETA: 22:12 - loss: 397.3069 - logits_profile_predictions_loss: 389.1716 - logcount_predictions_loss: 0.4282 61/2423 [..............................] - ETA: 22:11 - loss: 397.4309 - logits_profile_predictions_loss: 389.2976 - logcount_predictions_loss: 0.4281 62/2423 [..............................] - ETA: 22:10 - loss: 397.5400 - logits_profile_predictions_loss: 389.4088 - logcount_predictions_loss: 0.4280 63/2423 [..............................] - ETA: 22:10 - loss: 397.6374 - logits_profile_predictions_loss: 389.5079 - logcount_predictions_loss: 0.4279 64/2423 [..............................] - ETA: 22:09 - loss: 397.7356 - logits_profile_predictions_loss: 389.6076 - logcount_predictions_loss: 0.4278 65/2423 [..............................] - ETA: 22:09 - loss: 397.8336 - logits_profile_predictions_loss: 389.7073 - logcount_predictions_loss: 0.4277 66/2423 [..............................] - ETA: 22:08 - loss: 397.9402 - logits_profile_predictions_loss: 389.8156 - logcount_predictions_loss: 0.4276 67/2423 [..............................] - ETA: 22:08 - loss: 398.0399 - logits_profile_predictions_loss: 389.9168 - logcount_predictions_loss: 0.4275 68/2423 [..............................] - ETA: 22:07 - loss: 398.1287 - logits_profile_predictions_loss: 390.0074 - logcount_predictions_loss: 0.4274 69/2423 [..............................] - ETA: 22:07 - loss: 398.2129 - logits_profile_predictions_loss: 390.0934 - logcount_predictions_loss: 0.4273 70/2423 [..............................] - ETA: 22:06 - loss: 398.2904 - logits_profile_predictions_loss: 390.1730 - logcount_predictions_loss: 0.4272 71/2423 [..............................] - ETA: 22:06 - loss: 398.3588 - logits_profile_predictions_loss: 390.2434 - logcount_predictions_loss: 0.4271 72/2423 [..............................] - ETA: 22:05 - loss: 398.4182 - logits_profile_predictions_loss: 390.3050 - logcount_predictions_loss: 0.4270 73/2423 [..............................] - ETA: 22:05 - loss: 398.4820 - logits_profile_predictions_loss: 390.3709 - logcount_predictions_loss: 0.4269 74/2423 [..............................] - ETA: 22:04 - loss: 398.5519 - logits_profile_predictions_loss: 390.4432 - logcount_predictions_loss: 0.4268 75/2423 [..............................] - ETA: 22:03 - loss: 398.6243 - logits_profile_predictions_loss: 390.5179 - logcount_predictions_loss: 0.4266 76/2423 [..............................] - ETA: 22:03 - loss: 398.6973 - logits_profile_predictions_loss: 390.5937 - logcount_predictions_loss: 0.4265 77/2423 [..............................] - ETA: 22:02 - loss: 398.7770 - logits_profile_predictions_loss: 390.6755 - logcount_predictions_loss: 0.4264 78/2423 [..............................] - ETA: 22:02 - loss: 398.8580 - logits_profile_predictions_loss: 390.7582 - logcount_predictions_loss: 0.4263 79/2423 [..............................] - ETA: 22:01 - loss: 398.9439 - logits_profile_predictions_loss: 390.8458 - logcount_predictions_loss: 0.4262 80/2423 [..............................] - ETA: 22:01 - loss: 399.0216 - logits_profile_predictions_loss: 390.9250 - logcount_predictions_loss: 0.4261 81/2423 [>.............................] - ETA: 22:00 - loss: 399.1027 - logits_profile_predictions_loss: 391.0074 - logcount_predictions_loss: 0.4261 82/2423 [>.............................] - ETA: 22:00 - loss: 399.1894 - logits_profile_predictions_loss: 391.0954 - logcount_predictions_loss: 0.4260 83/2423 [>.............................] - ETA: 21:59 - loss: 399.2697 - logits_profile_predictions_loss: 391.1766 - logcount_predictions_loss: 0.4260 84/2423 [>.............................] - ETA: 21:58 - loss: 399.3517 - logits_profile_predictions_loss: 391.2595 - logcount_predictions_loss: 0.4259 85/2423 [>.............................] - ETA: 21:58 - loss: 399.4274 - logits_profile_predictions_loss: 391.3363 - logcount_predictions_loss: 0.4258 86/2423 [>.............................] - ETA: 21:57 - loss: 399.5049 - logits_profile_predictions_loss: 391.4151 - logcount_predictions_loss: 0.4258 87/2423 [>.............................] - ETA: 21:57 - loss: 399.5891 - logits_profile_predictions_loss: 391.5005 - logcount_predictions_loss: 0.4257 88/2423 [>.............................] - ETA: 21:56 - loss: 399.6694 - logits_profile_predictions_loss: 391.5821 - logcount_predictions_loss: 0.4256 89/2423 [>.............................] - ETA: 21:56 - loss: 399.7467 - logits_profile_predictions_loss: 391.6608 - logcount_predictions_loss: 0.4256 90/2423 [>.............................] - ETA: 21:55 - loss: 399.8251 - logits_profile_predictions_loss: 391.7407 - logcount_predictions_loss: 0.4255 91/2423 [>.............................] - ETA: 21:54 - loss: 399.9123 - logits_profile_predictions_loss: 391.8293 - logcount_predictions_loss: 0.4254 92/2423 [>.............................] - ETA: 21:54 - loss: 400.0006 - logits_profile_predictions_loss: 391.9188 - logcount_predictions_loss: 0.4254 93/2423 [>.............................] - ETA: 21:53 - loss: 400.0890 - logits_profile_predictions_loss: 392.0082 - logcount_predictions_loss: 0.4253 94/2423 [>.............................] - ETA: 21:53 - loss: 400.1756 - logits_profile_predictions_loss: 392.0961 - logcount_predictions_loss: 0.4252 95/2423 [>.............................] - ETA: 21:52 - loss: 400.2630 - logits_profile_predictions_loss: 392.1848 - logcount_predictions_loss: 0.4252 96/2423 [>.............................] - ETA: 21:52 - loss: 400.3453 - logits_profile_predictions_loss: 392.2685 - logcount_predictions_loss: 0.4251 97/2423 [>.............................] - ETA: 21:51 - loss: 400.4299 - logits_profile_predictions_loss: 392.3543 - logcount_predictions_loss: 0.4250 98/2423 [>.............................] - ETA: 21:51 - loss: 400.5176 - logits_profile_predictions_loss: 392.4430 - logcount_predictions_loss: 0.4250 99/2423 [>.............................] - ETA: 21:50 - loss: 400.6103 - logits_profile_predictions_loss: 392.5369 - logcount_predictions_loss: 0.4249 100/2423 [>.............................] - ETA: 21:49 - loss: 400.6942 - logits_profile_predictions_loss: 392.6220 - logcount_predictions_loss: 0.4248 101/2423 [>.............................] - ETA: 21:49 - loss: 400.7803 - logits_profile_predictions_loss: 392.7093 - logcount_predictions_loss: 0.4248 102/2423 [>.............................] - ETA: 21:48 - loss: 400.8639 - logits_profile_predictions_loss: 392.7941 - logcount_predictions_loss: 0.4247 103/2423 [>.............................] - ETA: 21:48 - loss: 400.9428 - logits_profile_predictions_loss: 392.8742 - logcount_predictions_loss: 0.4247 104/2423 [>.............................] - ETA: 21:47 - loss: 401.0208 - logits_profile_predictions_loss: 392.9532 - logcount_predictions_loss: 0.4246 105/2423 [>.............................] - ETA: 21:47 - loss: 401.0987 - logits_profile_predictions_loss: 393.0323 - logcount_predictions_loss: 0.4245 106/2423 [>.............................] - ETA: 21:46 - loss: 401.1802 - logits_profile_predictions_loss: 393.1151 - logcount_predictions_loss: 0.4245 107/2423 [>.............................] - ETA: 21:45 - loss: 401.2611 - logits_profile_predictions_loss: 393.1971 - logcount_predictions_loss: 0.4244 108/2423 [>.............................] - ETA: 21:45 - loss: 401.3407 - logits_profile_predictions_loss: 393.2779 - logcount_predictions_loss: 0.4244 109/2423 [>.............................] - ETA: 21:44 - loss: 401.4170 - logits_profile_predictions_loss: 393.3554 - logcount_predictions_loss: 0.4243 110/2423 [>.............................] - ETA: 21:44 - loss: 401.4914 - logits_profile_predictions_loss: 393.4307 - logcount_predictions_loss: 0.4242 111/2423 [>.............................] - ETA: 21:43 - loss: 401.5625 - logits_profile_predictions_loss: 393.5025 - logcount_predictions_loss: 0.4242 112/2423 [>.............................] - ETA: 21:43 - loss: 401.6334 - logits_profile_predictions_loss: 393.5742 - logcount_predictions_loss: 0.4242 113/2423 [>.............................] - ETA: 21:42 - loss: 401.7018 - logits_profile_predictions_loss: 393.6436 - logcount_predictions_loss: 0.4241 114/2423 [>.............................] - ETA: 21:42 - loss: 401.7689 - logits_profile_predictions_loss: 393.7115 - logcount_predictions_loss: 0.4241 115/2423 [>.............................] - ETA: 21:41 - loss: 401.8319 - logits_profile_predictions_loss: 393.7756 - logcount_predictions_loss: 0.4240 116/2423 [>.............................] - ETA: 21:40 - loss: 401.8949 - logits_profile_predictions_loss: 393.8398 - logcount_predictions_loss: 0.4239 117/2423 [>.............................] - ETA: 21:40 - loss: 401.9567 - logits_profile_predictions_loss: 393.9028 - logcount_predictions_loss: 0.4239 118/2423 [>.............................] - ETA: 21:39 - loss: 402.0135 - logits_profile_predictions_loss: 393.9608 - logcount_predictions_loss: 0.4238 119/2423 [>.............................] - ETA: 21:39 - loss: 402.0710 - logits_profile_predictions_loss: 394.0195 - logcount_predictions_loss: 0.4238 120/2423 [>.............................] - ETA: 21:38 - loss: 402.1254 - logits_profile_predictions_loss: 394.0752 - logcount_predictions_loss: 0.4237 121/2423 [>.............................] - ETA: 21:38 - loss: 402.1792 - logits_profile_predictions_loss: 394.1304 - logcount_predictions_loss: 0.4236 122/2423 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[====>.........................] - ETA: 18:19 - loss: 407.9561 - logits_profile_predictions_loss: 399.9768 - logcount_predictions_loss: 0.4200 474/2423 [====>.........................] - ETA: 18:18 - loss: 407.9624 - logits_profile_predictions_loss: 399.9831 - logcount_predictions_loss: 0.4200 475/2423 [====>.........................] - ETA: 18:18 - loss: 407.9687 - logits_profile_predictions_loss: 399.9894 - logcount_predictions_loss: 0.4200 476/2423 [====>.........................] - ETA: 18:17 - loss: 407.9749 - logits_profile_predictions_loss: 399.9955 - logcount_predictions_loss: 0.4200 477/2423 [====>.........................] - ETA: 18:17 - loss: 407.9811 - logits_profile_predictions_loss: 400.0017 - logcount_predictions_loss: 0.4200 478/2423 [====>.........................] - ETA: 18:16 - loss: 407.9871 - logits_profile_predictions_loss: 400.0076 - logcount_predictions_loss: 0.4200 479/2423 [====>.........................] - ETA: 18:16 - loss: 407.9932 - 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[============================>.] - ETA: 29s - loss: 410.9398 - logits_profile_predictions_loss: 402.8337 - logcount_predictions_loss: 0.4266 2372/2423 [============================>.] - ETA: 28s - loss: 410.9401 - logits_profile_predictions_loss: 402.8339 - logcount_predictions_loss: 0.4266 2373/2423 [============================>.] - ETA: 28s - loss: 410.9403 - logits_profile_predictions_loss: 402.8341 - logcount_predictions_loss: 0.4266 2374/2423 [============================>.] - ETA: 27s - loss: 410.9406 - logits_profile_predictions_loss: 402.8344 - logcount_predictions_loss: 0.4266 2375/2423 [============================>.] - ETA: 27s - loss: 410.9408 - logits_profile_predictions_loss: 402.8346 - logcount_predictions_loss: 0.4266 2376/2423 [============================>.] - ETA: 26s - loss: 410.9411 - logits_profile_predictions_loss: 402.8349 - logcount_predictions_loss: 0.4266 2377/2423 [============================>.] - ETA: 25s - loss: 410.9413 - 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[============================>.] - ETA: 21s - loss: 410.9430 - logits_profile_predictions_loss: 402.8368 - logcount_predictions_loss: 0.4266 2385/2423 [============================>.] - ETA: 21s - loss: 410.9433 - logits_profile_predictions_loss: 402.8370 - logcount_predictions_loss: 0.4266 2386/2423 [============================>.] - ETA: 20s - loss: 410.9435 - logits_profile_predictions_loss: 402.8373 - logcount_predictions_loss: 0.4266 2387/2423 [============================>.] - ETA: 20s - loss: 410.9438 - logits_profile_predictions_loss: 402.8375 - logcount_predictions_loss: 0.4266 2388/2423 [============================>.] - ETA: 19s - loss: 410.9440 - logits_profile_predictions_loss: 402.8377 - logcount_predictions_loss: 0.4266 2389/2423 [============================>.] - ETA: 19s - loss: 410.9443 - logits_profile_predictions_loss: 402.8380 - logcount_predictions_loss: 0.4266 2390/2423 [============================>.] - ETA: 18s - loss: 410.9445 - 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[============================>.] - ETA: 14s - loss: 410.9462 - logits_profile_predictions_loss: 402.8399 - logcount_predictions_loss: 0.4266 2398/2423 [============================>.] - ETA: 14s - loss: 410.9465 - logits_profile_predictions_loss: 402.8401 - logcount_predictions_loss: 0.4266 2399/2423 [============================>.] - ETA: 13s - loss: 410.9467 - logits_profile_predictions_loss: 402.8403 - logcount_predictions_loss: 0.4266 2400/2423 [============================>.] - ETA: 12s - loss: 410.9469 - logits_profile_predictions_loss: 402.8406 - logcount_predictions_loss: 0.4266 2401/2423 [============================>.] - ETA: 12s - loss: 410.9472 - logits_profile_predictions_loss: 402.8408 - logcount_predictions_loss: 0.4266 2402/2423 [============================>.] - ETA: 11s - loss: 410.9474 - logits_profile_predictions_loss: 402.8410 - logcount_predictions_loss: 0.4266 2403/2423 [============================>.] - ETA: 11s - loss: 410.9477 - 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[============================>.] - ETA: 7s - loss: 410.9495 - logits_profile_predictions_loss: 402.8430 - logcount_predictions_loss: 0.4266 2411/2423 [============================>.] - ETA: 6s - loss: 410.9498 - logits_profile_predictions_loss: 402.8433 - logcount_predictions_loss: 0.4266 2412/2423 [============================>.] - ETA: 6s - loss: 410.9500 - logits_profile_predictions_loss: 402.8435 - logcount_predictions_loss: 0.4266 2413/2423 [============================>.] - ETA: 5s - loss: 410.9503 - logits_profile_predictions_loss: 402.8438 - logcount_predictions_loss: 0.4266 2414/2423 [============================>.] - ETA: 5s - loss: 410.9506 - logits_profile_predictions_loss: 402.8440 - logcount_predictions_loss: 0.4266 2415/2423 [============================>.] - ETA: 4s - loss: 410.9508 - logits_profile_predictions_loss: 402.8443 - logcount_predictions_loss: 0.4266 2416/2423 [============================>.] - ETA: 3s - loss: 410.9511 - logits_profile_predictions_loss: 402.8446 - logcount_predictions_loss: 0.4266 2417/2423 [============================>.] - ETA: 3s - loss: 410.9514 - logits_profile_predictions_loss: 402.8448 - logcount_predictions_loss: 0.4266 2418/2423 [============================>.] - ETA: 2s - loss: 410.9516 - logits_profile_predictions_loss: 402.8450 - logcount_predictions_loss: 0.4266 2419/2423 [============================>.] - ETA: 2s - loss: 410.9519 - logits_profile_predictions_loss: 402.8453 - logcount_predictions_loss: 0.4266 2420/2423 [============================>.] - ETA: 1s - loss: 410.9521 - logits_profile_predictions_loss: 402.8455 - logcount_predictions_loss: 0.4266 2421/2423 [============================>.] - ETA: 1s - loss: 410.9524 - logits_profile_predictions_loss: 402.8458 - logcount_predictions_loss: 0.4266 2422/2423 [============================>.] - ETA: 0s - loss: 410.9527 - logits_profile_predictions_loss: 402.8460 - logcount_predictions_loss: 0.4266 2423/2423 [==============================] - ETA: 0s - loss: 410.9529 - logits_profile_predictions_loss: 402.8463 - logcount_predictions_loss: 0.4266 2423/2423 [==============================] - 1421s 587ms/step - loss: 410.9532 - logits_profile_predictions_loss: 402.8465 - logcount_predictions_loss: 0.4266 - val_loss: 471.2194 - val_logits_profile_predictions_loss: 462.0939 - val_logcount_predictions_loss: 0.4803 Epoch 00008: val_loss improved from 471.55127 to 471.21942, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR524CPZ//chrombpnet_model_feb15_fold_1/chrombpnet.h5 Epoch 9/50 1/2423 [..............................] - ETA: 23:40 - loss: 403.4876 - logits_profile_predictions_loss: 397.1537 - logcount_predictions_loss: 0.3334 2/2423 [..............................] - ETA: 22:44 - loss: 418.8549 - logits_profile_predictions_loss: 412.1821 - logcount_predictions_loss: 0.3512 3/2423 [..............................] - ETA: 22:43 - loss: 417.8994 - logits_profile_predictions_loss: 411.2726 - 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427.9629 - logits_profile_predictions_loss: 421.1984 - logcount_predictions_loss: 0.3560 11/2423 [..............................] - ETA: 22:39 - loss: 427.5892 - logits_profile_predictions_loss: 420.7958 - logcount_predictions_loss: 0.3575 12/2423 [..............................] - ETA: 22:38 - loss: 427.5321 - logits_profile_predictions_loss: 420.6886 - logcount_predictions_loss: 0.3602 13/2423 [..............................] - ETA: 22:37 - loss: 427.6185 - logits_profile_predictions_loss: 420.7406 - logcount_predictions_loss: 0.3620 14/2423 [..............................] - ETA: 22:37 - loss: 427.7332 - logits_profile_predictions_loss: 420.8242 - logcount_predictions_loss: 0.3636 15/2423 [..............................] - ETA: 22:36 - loss: 427.9463 - logits_profile_predictions_loss: 421.0060 - logcount_predictions_loss: 0.3653 16/2423 [..............................] - ETA: 22:36 - loss: 428.0009 - logits_profile_predictions_loss: 421.0337 - logcount_predictions_loss: 0.3667 17/2423 [..............................] - ETA: 22:35 - loss: 428.1038 - logits_profile_predictions_loss: 421.1084 - logcount_predictions_loss: 0.3682 18/2423 [..............................] - ETA: 22:35 - loss: 428.0962 - logits_profile_predictions_loss: 421.0757 - logcount_predictions_loss: 0.3695 19/2423 [..............................] - ETA: 22:34 - loss: 427.8461 - logits_profile_predictions_loss: 420.8067 - logcount_predictions_loss: 0.3705 20/2423 [..............................] - ETA: 22:33 - loss: 427.5011 - logits_profile_predictions_loss: 420.4395 - logcount_predictions_loss: 0.3717 21/2423 [..............................] - ETA: 22:33 - loss: 427.1856 - logits_profile_predictions_loss: 420.1023 - logcount_predictions_loss: 0.3728 22/2423 [..............................] - ETA: 22:32 - loss: 426.8600 - logits_profile_predictions_loss: 419.7486 - logcount_predictions_loss: 0.3743 23/2423 [..............................] - ETA: 22:32 - loss: 426.4696 - 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[..............................] - ETA: 22:28 - loss: 423.7025 - logits_profile_predictions_loss: 416.3869 - logcount_predictions_loss: 0.3850 31/2423 [..............................] - ETA: 22:27 - loss: 423.4442 - logits_profile_predictions_loss: 416.1032 - logcount_predictions_loss: 0.3864 32/2423 [..............................] - ETA: 22:27 - loss: 423.2040 - logits_profile_predictions_loss: 415.8383 - logcount_predictions_loss: 0.3877 33/2423 [..............................] - ETA: 22:26 - loss: 422.9628 - logits_profile_predictions_loss: 415.5743 - logcount_predictions_loss: 0.3889 34/2423 [..............................] - ETA: 22:26 - loss: 422.7221 - logits_profile_predictions_loss: 415.3153 - logcount_predictions_loss: 0.3898 35/2423 [..............................] - ETA: 22:25 - loss: 422.4820 - logits_profile_predictions_loss: 415.0572 - logcount_predictions_loss: 0.3908 36/2423 [..............................] - ETA: 22:24 - loss: 422.2466 - 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[..............................] - ETA: 22:21 - loss: 420.7414 - logits_profile_predictions_loss: 413.1989 - logcount_predictions_loss: 0.3970 44/2423 [..............................] - ETA: 22:20 - loss: 420.5080 - logits_profile_predictions_loss: 412.9539 - logcount_predictions_loss: 0.3976 45/2423 [..............................] - ETA: 22:19 - loss: 420.2953 - logits_profile_predictions_loss: 412.7297 - logcount_predictions_loss: 0.3982 46/2423 [..............................] - ETA: 22:19 - loss: 420.0937 - logits_profile_predictions_loss: 412.5171 - logcount_predictions_loss: 0.3988 47/2423 [..............................] - ETA: 22:18 - loss: 419.9284 - logits_profile_predictions_loss: 412.3410 - logcount_predictions_loss: 0.3993 48/2423 [..............................] - ETA: 22:18 - loss: 419.7881 - logits_profile_predictions_loss: 412.1905 - logcount_predictions_loss: 0.3999 49/2423 [..............................] - ETA: 22:17 - loss: 419.6580 - 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[===>..........................] - ETA: 19:11 - loss: 411.7986 - logits_profile_predictions_loss: 403.8847 - logcount_predictions_loss: 0.4165 382/2423 [===>..........................] - ETA: 19:10 - loss: 411.7900 - logits_profile_predictions_loss: 403.8763 - logcount_predictions_loss: 0.4165 383/2423 [===>..........................] - ETA: 19:10 - loss: 411.7813 - logits_profile_predictions_loss: 403.8677 - logcount_predictions_loss: 0.4165 384/2423 [===>..........................] - ETA: 19:09 - loss: 411.7724 - logits_profile_predictions_loss: 403.8590 - logcount_predictions_loss: 0.4165 385/2423 [===>..........................] - ETA: 19:09 - loss: 411.7637 - logits_profile_predictions_loss: 403.8504 - logcount_predictions_loss: 0.4165 386/2423 [===>..........................] - ETA: 19:08 - loss: 411.7551 - logits_profile_predictions_loss: 403.8420 - logcount_predictions_loss: 0.4165 387/2423 [===>..........................] - ETA: 19:07 - loss: 411.7470 - 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[===>..........................] - ETA: 19:04 - loss: 411.6942 - logits_profile_predictions_loss: 403.7825 - logcount_predictions_loss: 0.4164 395/2423 [===>..........................] - ETA: 19:03 - loss: 411.6864 - logits_profile_predictions_loss: 403.7749 - logcount_predictions_loss: 0.4164 396/2423 [===>..........................] - ETA: 19:02 - loss: 411.6785 - logits_profile_predictions_loss: 403.7672 - logcount_predictions_loss: 0.4164 397/2423 [===>..........................] - ETA: 19:02 - loss: 411.6707 - logits_profile_predictions_loss: 403.7596 - logcount_predictions_loss: 0.4164 398/2423 [===>..........................] - ETA: 19:01 - loss: 411.6629 - logits_profile_predictions_loss: 403.7520 - logcount_predictions_loss: 0.4164 399/2423 [===>..........................] - ETA: 19:01 - loss: 411.6550 - logits_profile_predictions_loss: 403.7442 - logcount_predictions_loss: 0.4164 400/2423 [===>..........................] - ETA: 19:00 - loss: 411.6471 - logits_profile_predictions_loss: 403.7366 - logcount_predictions_loss: 0.4163 401/2423 [===>..........................] - ETA: 19:00 - loss: 411.6395 - logits_profile_predictions_loss: 403.7291 - logcount_predictions_loss: 0.4163 402/2423 [===>..........................] - ETA: 18:59 - loss: 411.6319 - logits_profile_predictions_loss: 403.7218 - logcount_predictions_loss: 0.4163 403/2423 [===>..........................] - ETA: 18:59 - loss: 411.6246 - logits_profile_predictions_loss: 403.7146 - logcount_predictions_loss: 0.4163 404/2423 [====>.........................] - ETA: 18:58 - loss: 411.6174 - logits_profile_predictions_loss: 403.7076 - logcount_predictions_loss: 0.4163 405/2423 [====>.........................] - ETA: 18:57 - loss: 411.6100 - logits_profile_predictions_loss: 403.7003 - logcount_predictions_loss: 0.4163 406/2423 [====>.........................] - ETA: 18:57 - loss: 411.6026 - logits_profile_predictions_loss: 403.6931 - logcount_predictions_loss: 0.4163 407/2423 [====>.........................] - ETA: 18:56 - loss: 411.5955 - logits_profile_predictions_loss: 403.6861 - logcount_predictions_loss: 0.4163 408/2423 [====>.........................] - ETA: 18:56 - loss: 411.5883 - logits_profile_predictions_loss: 403.6791 - logcount_predictions_loss: 0.4163 409/2423 [====>.........................] - ETA: 18:55 - loss: 411.5817 - logits_profile_predictions_loss: 403.6726 - logcount_predictions_loss: 0.4163 410/2423 [====>.........................] - ETA: 18:55 - loss: 411.5750 - logits_profile_predictions_loss: 403.6660 - logcount_predictions_loss: 0.4163 411/2423 [====>.........................] - ETA: 18:54 - loss: 411.5686 - logits_profile_predictions_loss: 403.6597 - logcount_predictions_loss: 0.4163 412/2423 [====>.........................] - ETA: 18:53 - loss: 411.5623 - logits_profile_predictions_loss: 403.6535 - logcount_predictions_loss: 0.4163 413/2423 [====>.........................] - ETA: 18:53 - loss: 411.5559 - 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[====>.........................] - ETA: 18:49 - loss: 411.5108 - logits_profile_predictions_loss: 403.6028 - logcount_predictions_loss: 0.4162 421/2423 [====>.........................] - ETA: 18:48 - loss: 411.5048 - logits_profile_predictions_loss: 403.5969 - logcount_predictions_loss: 0.4162 422/2423 [====>.........................] - ETA: 18:48 - loss: 411.4993 - logits_profile_predictions_loss: 403.5915 - logcount_predictions_loss: 0.4162 423/2423 [====>.........................] - ETA: 18:47 - loss: 411.4940 - logits_profile_predictions_loss: 403.5863 - logcount_predictions_loss: 0.4162 424/2423 [====>.........................] - ETA: 18:47 - loss: 411.4886 - logits_profile_predictions_loss: 403.5810 - logcount_predictions_loss: 0.4162 425/2423 [====>.........................] - ETA: 18:46 - loss: 411.4833 - logits_profile_predictions_loss: 403.5759 - logcount_predictions_loss: 0.4162 426/2423 [====>.........................] - ETA: 18:46 - loss: 411.4781 - 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[====>.........................] - ETA: 18:42 - loss: 411.4409 - logits_profile_predictions_loss: 403.5346 - logcount_predictions_loss: 0.4161 434/2423 [====>.........................] - ETA: 18:41 - loss: 411.4356 - logits_profile_predictions_loss: 403.5294 - logcount_predictions_loss: 0.4161 435/2423 [====>.........................] - ETA: 18:40 - loss: 411.4305 - logits_profile_predictions_loss: 403.5244 - logcount_predictions_loss: 0.4161 436/2423 [====>.........................] - ETA: 18:40 - loss: 411.4252 - logits_profile_predictions_loss: 403.5193 - logcount_predictions_loss: 0.4161 437/2423 [====>.........................] - ETA: 18:39 - loss: 411.4199 - logits_profile_predictions_loss: 403.5141 - logcount_predictions_loss: 0.4161 438/2423 [====>.........................] - ETA: 18:39 - loss: 411.4147 - logits_profile_predictions_loss: 403.5090 - logcount_predictions_loss: 0.4161 439/2423 [====>.........................] - ETA: 18:38 - loss: 411.4096 - logits_profile_predictions_loss: 403.5042 - logcount_predictions_loss: 0.4161 440/2423 [====>.........................] - ETA: 18:38 - loss: 411.4043 - logits_profile_predictions_loss: 403.4991 - logcount_predictions_loss: 0.4161 441/2423 [====>.........................] - ETA: 18:37 - loss: 411.3991 - logits_profile_predictions_loss: 403.4939 - logcount_predictions_loss: 0.4161 442/2423 [====>.........................] - ETA: 18:37 - loss: 411.3937 - logits_profile_predictions_loss: 403.4887 - logcount_predictions_loss: 0.4160 443/2423 [====>.........................] - ETA: 18:36 - loss: 411.3883 - logits_profile_predictions_loss: 403.4835 - logcount_predictions_loss: 0.4160 444/2423 [====>.........................] - ETA: 18:35 - loss: 411.3829 - logits_profile_predictions_loss: 403.4783 - logcount_predictions_loss: 0.4160 445/2423 [====>.........................] - ETA: 18:35 - loss: 411.3773 - logits_profile_predictions_loss: 403.4728 - logcount_predictions_loss: 0.4160 446/2423 [====>.........................] - ETA: 18:34 - loss: 411.3722 - logits_profile_predictions_loss: 403.4679 - logcount_predictions_loss: 0.4160 447/2423 [====>.........................] - ETA: 18:34 - loss: 411.3674 - logits_profile_predictions_loss: 403.4632 - logcount_predictions_loss: 0.4160 448/2423 [====>.........................] - ETA: 18:33 - loss: 411.3624 - logits_profile_predictions_loss: 403.4584 - logcount_predictions_loss: 0.4160 449/2423 [====>.........................] - ETA: 18:33 - loss: 411.3573 - logits_profile_predictions_loss: 403.4535 - logcount_predictions_loss: 0.4160 450/2423 [====>.........................] - ETA: 18:32 - loss: 411.3524 - logits_profile_predictions_loss: 403.4488 - logcount_predictions_loss: 0.4160 451/2423 [====>.........................] - ETA: 18:31 - loss: 411.3480 - logits_profile_predictions_loss: 403.4446 - logcount_predictions_loss: 0.4160 452/2423 [====>.........................] - ETA: 18:31 - loss: 411.3437 - logits_profile_predictions_loss: 403.4404 - logcount_predictions_loss: 0.4160 453/2423 [====>.........................] - ETA: 18:30 - loss: 411.3394 - logits_profile_predictions_loss: 403.4363 - logcount_predictions_loss: 0.4160 454/2423 [====>.........................] - ETA: 18:30 - loss: 411.3351 - logits_profile_predictions_loss: 403.4321 - logcount_predictions_loss: 0.4159 455/2423 [====>.........................] - ETA: 18:29 - loss: 411.3306 - logits_profile_predictions_loss: 403.4278 - logcount_predictions_loss: 0.4159 456/2423 [====>.........................] - ETA: 18:29 - loss: 411.3263 - logits_profile_predictions_loss: 403.4237 - logcount_predictions_loss: 0.4159 457/2423 [====>.........................] - ETA: 18:28 - loss: 411.3219 - logits_profile_predictions_loss: 403.4194 - logcount_predictions_loss: 0.4159 458/2423 [====>.........................] - ETA: 18:28 - loss: 411.3174 - logits_profile_predictions_loss: 403.4151 - logcount_predictions_loss: 0.4159 459/2423 [====>.........................] - ETA: 18:27 - loss: 411.3128 - logits_profile_predictions_loss: 403.4106 - logcount_predictions_loss: 0.4159 460/2423 [====>.........................] - ETA: 18:26 - loss: 411.3081 - logits_profile_predictions_loss: 403.4061 - logcount_predictions_loss: 0.4159 461/2423 [====>.........................] - ETA: 18:26 - loss: 411.3036 - logits_profile_predictions_loss: 403.4018 - logcount_predictions_loss: 0.4159 462/2423 [====>.........................] - ETA: 18:25 - loss: 411.2990 - logits_profile_predictions_loss: 403.3974 - logcount_predictions_loss: 0.4159 463/2423 [====>.........................] - ETA: 18:25 - loss: 411.2947 - logits_profile_predictions_loss: 403.3931 - logcount_predictions_loss: 0.4159 464/2423 [====>.........................] - ETA: 18:24 - loss: 411.2901 - logits_profile_predictions_loss: 403.3887 - logcount_predictions_loss: 0.4159 465/2423 [====>.........................] - ETA: 18:24 - loss: 411.2855 - 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[=====>........................] - ETA: 17:50 - loss: 411.0420 - logits_profile_predictions_loss: 403.1504 - logcount_predictions_loss: 0.4154 525/2423 [=====>........................] - ETA: 17:50 - loss: 411.0384 - logits_profile_predictions_loss: 403.1469 - logcount_predictions_loss: 0.4153 526/2423 [=====>........................] - ETA: 17:49 - loss: 411.0351 - logits_profile_predictions_loss: 403.1438 - logcount_predictions_loss: 0.4153 527/2423 [=====>........................] - ETA: 17:49 - loss: 411.0317 - logits_profile_predictions_loss: 403.1405 - logcount_predictions_loss: 0.4153 528/2423 [=====>........................] - ETA: 17:48 - loss: 411.0283 - logits_profile_predictions_loss: 403.1374 - logcount_predictions_loss: 0.4153 529/2423 [=====>........................] - ETA: 17:47 - loss: 411.0251 - logits_profile_predictions_loss: 403.1343 - logcount_predictions_loss: 0.4153 530/2423 [=====>........................] - ETA: 17:47 - loss: 411.0219 - 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[============================>.] - ETA: 7s - loss: 409.8235 - logits_profile_predictions_loss: 402.1090 - logcount_predictions_loss: 0.4060 2410/2423 [============================>.] - ETA: 7s - loss: 409.8234 - logits_profile_predictions_loss: 402.1090 - logcount_predictions_loss: 0.4060 2411/2423 [============================>.] - ETA: 6s - loss: 409.8234 - logits_profile_predictions_loss: 402.1090 - logcount_predictions_loss: 0.4060 2412/2423 [============================>.] - ETA: 6s - loss: 409.8234 - logits_profile_predictions_loss: 402.1090 - logcount_predictions_loss: 0.4060 2413/2423 [============================>.] - ETA: 5s - loss: 409.8234 - logits_profile_predictions_loss: 402.1091 - logcount_predictions_loss: 0.4060 2414/2423 [============================>.] - ETA: 5s - loss: 409.8234 - logits_profile_predictions_loss: 402.1091 - logcount_predictions_loss: 0.4060 2415/2423 [============================>.] - ETA: 4s - loss: 409.8234 - logits_profile_predictions_loss: 402.1091 - logcount_predictions_loss: 0.4060 2416/2423 [============================>.] - ETA: 3s - loss: 409.8234 - logits_profile_predictions_loss: 402.1091 - logcount_predictions_loss: 0.4060 2417/2423 [============================>.] - ETA: 3s - loss: 409.8234 - logits_profile_predictions_loss: 402.1091 - logcount_predictions_loss: 0.4060 2418/2423 [============================>.] - ETA: 2s - loss: 409.8234 - logits_profile_predictions_loss: 402.1091 - logcount_predictions_loss: 0.4060 2419/2423 [============================>.] - ETA: 2s - loss: 409.8234 - logits_profile_predictions_loss: 402.1091 - logcount_predictions_loss: 0.4060 2420/2423 [============================>.] - ETA: 1s - loss: 409.8234 - logits_profile_predictions_loss: 402.1091 - logcount_predictions_loss: 0.4060 2421/2423 [============================>.] - ETA: 1s - loss: 409.8234 - logits_profile_predictions_loss: 402.1092 - logcount_predictions_loss: 0.4060 2422/2423 [============================>.] - ETA: 0s - loss: 409.8234 - logits_profile_predictions_loss: 402.1092 - logcount_predictions_loss: 0.4060 2423/2423 [==============================] - ETA: 0s - loss: 409.8234 - logits_profile_predictions_loss: 402.1092 - logcount_predictions_loss: 0.4060 2423/2423 [==============================] - 1421s 587ms/step - loss: 409.8234 - logits_profile_predictions_loss: 402.1093 - logcount_predictions_loss: 0.4060 - val_loss: 471.1313 - val_logits_profile_predictions_loss: 461.8446 - val_logcount_predictions_loss: 0.4888 Epoch 00009: val_loss improved from 471.21942 to 471.13126, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR524CPZ//chrombpnet_model_feb15_fold_1/chrombpnet.h5 Epoch 10/50 1/2423 [..............................] - ETA: 23:31 - loss: 400.6598 - logits_profile_predictions_loss: 392.2241 - logcount_predictions_loss: 0.4440 2/2423 [..............................] - ETA: 22:46 - loss: 399.8723 - logits_profile_predictions_loss: 392.1186 - logcount_predictions_loss: 0.4081 3/2423 [..............................] - ETA: 22:45 - loss: 403.4569 - logits_profile_predictions_loss: 396.1087 - logcount_predictions_loss: 0.3867 4/2423 [..............................] - ETA: 22:44 - loss: 407.3727 - logits_profile_predictions_loss: 400.2731 - logcount_predictions_loss: 0.3737 5/2423 [..............................] - ETA: 22:43 - loss: 407.9298 - logits_profile_predictions_loss: 400.9345 - logcount_predictions_loss: 0.3682 6/2423 [..............................] - ETA: 22:43 - loss: 408.6241 - logits_profile_predictions_loss: 401.7061 - logcount_predictions_loss: 0.3641 7/2423 [..............................] - ETA: 22:42 - loss: 408.2863 - logits_profile_predictions_loss: 401.4101 - logcount_predictions_loss: 0.3619 8/2423 [..............................] - ETA: 22:42 - loss: 408.9121 - logits_profile_predictions_loss: 402.0983 - logcount_predictions_loss: 0.3586 9/2423 [..............................] - ETA: 22:41 - loss: 409.7773 - logits_profile_predictions_loss: 403.0068 - logcount_predictions_loss: 0.3563 10/2423 [..............................] - ETA: 22:41 - loss: 410.2139 - logits_profile_predictions_loss: 403.4814 - logcount_predictions_loss: 0.3543 11/2423 [..............................] - ETA: 22:40 - loss: 410.6483 - logits_profile_predictions_loss: 403.9459 - logcount_predictions_loss: 0.3528 12/2423 [..............................] - ETA: 22:40 - loss: 410.9649 - logits_profile_predictions_loss: 404.2635 - logcount_predictions_loss: 0.3527 13/2423 [..............................] - ETA: 22:39 - loss: 410.9690 - logits_profile_predictions_loss: 404.2509 - logcount_predictions_loss: 0.3536 14/2423 [..............................] - ETA: 22:39 - loss: 410.8062 - logits_profile_predictions_loss: 404.0746 - logcount_predictions_loss: 0.3543 15/2423 [..............................] - ETA: 22:38 - loss: 410.6121 - logits_profile_predictions_loss: 403.8624 - logcount_predictions_loss: 0.3552 16/2423 [..............................] - ETA: 22:38 - loss: 410.2234 - logits_profile_predictions_loss: 403.4649 - logcount_predictions_loss: 0.3557 17/2423 [..............................] - ETA: 22:37 - loss: 409.8099 - logits_profile_predictions_loss: 403.0471 - logcount_predictions_loss: 0.3559 18/2423 [..............................] - ETA: 22:36 - loss: 409.5326 - logits_profile_predictions_loss: 402.7670 - logcount_predictions_loss: 0.3561 19/2423 [..............................] - ETA: 22:36 - loss: 409.2197 - logits_profile_predictions_loss: 402.4458 - logcount_predictions_loss: 0.3565 20/2423 [..............................] - ETA: 22:35 - loss: 409.0201 - logits_profile_predictions_loss: 402.2320 - logcount_predictions_loss: 0.3573 21/2423 [..............................] - ETA: 22:35 - loss: 408.7634 - logits_profile_predictions_loss: 401.9579 - logcount_predictions_loss: 0.3582 22/2423 [..............................] - ETA: 22:34 - loss: 408.5880 - logits_profile_predictions_loss: 401.7676 - logcount_predictions_loss: 0.3590 23/2423 [..............................] - ETA: 22:34 - loss: 408.4296 - logits_profile_predictions_loss: 401.5970 - logcount_predictions_loss: 0.3596 24/2423 [..............................] - ETA: 22:33 - loss: 408.2244 - logits_profile_predictions_loss: 401.3763 - logcount_predictions_loss: 0.3604 25/2423 [..............................] - ETA: 22:32 - loss: 407.9808 - logits_profile_predictions_loss: 401.1215 - logcount_predictions_loss: 0.3610 26/2423 [..............................] - ETA: 22:32 - loss: 407.7828 - logits_profile_predictions_loss: 400.9128 - logcount_predictions_loss: 0.3616 27/2423 [..............................] - ETA: 22:31 - loss: 407.5540 - logits_profile_predictions_loss: 400.6746 - logcount_predictions_loss: 0.3621 28/2423 [..............................] - ETA: 22:31 - loss: 407.3507 - logits_profile_predictions_loss: 400.4657 - logcount_predictions_loss: 0.3624 29/2423 [..............................] - ETA: 22:30 - loss: 407.2248 - logits_profile_predictions_loss: 400.3325 - logcount_predictions_loss: 0.3628 30/2423 [..............................] - ETA: 22:29 - loss: 407.1392 - logits_profile_predictions_loss: 400.2391 - logcount_predictions_loss: 0.3632 31/2423 [..............................] - ETA: 22:29 - loss: 407.0663 - logits_profile_predictions_loss: 400.1592 - logcount_predictions_loss: 0.3635 32/2423 [..............................] - ETA: 22:28 - loss: 406.9918 - logits_profile_predictions_loss: 400.0769 - logcount_predictions_loss: 0.3639 33/2423 [..............................] - ETA: 22:28 - loss: 406.9456 - logits_profile_predictions_loss: 400.0242 - logcount_predictions_loss: 0.3643 34/2423 [..............................] - ETA: 22:27 - loss: 406.8947 - logits_profile_predictions_loss: 399.9666 - logcount_predictions_loss: 0.3646 35/2423 [..............................] - ETA: 22:26 - loss: 406.8594 - logits_profile_predictions_loss: 399.9253 - logcount_predictions_loss: 0.3650 36/2423 [..............................] - ETA: 22:26 - loss: 406.8048 - logits_profile_predictions_loss: 399.8643 - logcount_predictions_loss: 0.3653 37/2423 [..............................] - ETA: 22:25 - loss: 406.7883 - logits_profile_predictions_loss: 399.8409 - logcount_predictions_loss: 0.3657 38/2423 [..............................] - ETA: 22:25 - loss: 406.7641 - logits_profile_predictions_loss: 399.8110 - logcount_predictions_loss: 0.3660 39/2423 [..............................] - ETA: 22:24 - loss: 406.7376 - logits_profile_predictions_loss: 399.7798 - logcount_predictions_loss: 0.3662 40/2423 [..............................] - ETA: 22:23 - loss: 406.7145 - logits_profile_predictions_loss: 399.7518 - logcount_predictions_loss: 0.3665 41/2423 [..............................] - ETA: 22:23 - loss: 406.7068 - logits_profile_predictions_loss: 399.7378 - logcount_predictions_loss: 0.3668 42/2423 [..............................] - ETA: 22:22 - loss: 406.7291 - logits_profile_predictions_loss: 399.7557 - logcount_predictions_loss: 0.3670 43/2423 [..............................] - ETA: 22:22 - loss: 406.7401 - logits_profile_predictions_loss: 399.7619 - logcount_predictions_loss: 0.3673 44/2423 [..............................] - ETA: 22:21 - loss: 406.7543 - logits_profile_predictions_loss: 399.7712 - logcount_predictions_loss: 0.3675 45/2423 [..............................] - ETA: 22:21 - loss: 406.7612 - logits_profile_predictions_loss: 399.7740 - logcount_predictions_loss: 0.3678 46/2423 [..............................] - ETA: 22:20 - loss: 406.7854 - logits_profile_predictions_loss: 399.7949 - logcount_predictions_loss: 0.3679 47/2423 [..............................] - ETA: 22:19 - loss: 406.7928 - logits_profile_predictions_loss: 399.7987 - logcount_predictions_loss: 0.3681 48/2423 [..............................] - ETA: 22:19 - loss: 406.8001 - logits_profile_predictions_loss: 399.8012 - logcount_predictions_loss: 0.3684 49/2423 [..............................] - ETA: 22:18 - loss: 406.7999 - logits_profile_predictions_loss: 399.7959 - logcount_predictions_loss: 0.3686 50/2423 [..............................] - ETA: 22:18 - loss: 406.7902 - logits_profile_predictions_loss: 399.7815 - logcount_predictions_loss: 0.3689 51/2423 [..............................] - ETA: 22:17 - loss: 406.7804 - logits_profile_predictions_loss: 399.7667 - logcount_predictions_loss: 0.3691 52/2423 [..............................] - ETA: 22:17 - loss: 406.7745 - logits_profile_predictions_loss: 399.7562 - logcount_predictions_loss: 0.3694 53/2423 [..............................] - ETA: 22:16 - loss: 406.7694 - logits_profile_predictions_loss: 399.7471 - logcount_predictions_loss: 0.3696 54/2423 [..............................] - ETA: 22:15 - loss: 406.7607 - logits_profile_predictions_loss: 399.7346 - logcount_predictions_loss: 0.3698 55/2423 [..............................] - ETA: 22:15 - loss: 406.7563 - logits_profile_predictions_loss: 399.7269 - logcount_predictions_loss: 0.3700 56/2423 [..............................] - ETA: 22:14 - loss: 406.7477 - logits_profile_predictions_loss: 399.7155 - logcount_predictions_loss: 0.3701 57/2423 [..............................] - ETA: 22:14 - loss: 406.7399 - logits_profile_predictions_loss: 399.7053 - logcount_predictions_loss: 0.3702 58/2423 [..............................] - ETA: 22:13 - loss: 406.7401 - logits_profile_predictions_loss: 399.7029 - logcount_predictions_loss: 0.3704 59/2423 [..............................] - ETA: 22:13 - loss: 406.7306 - logits_profile_predictions_loss: 399.6908 - logcount_predictions_loss: 0.3705 60/2423 [..............................] - ETA: 22:12 - loss: 406.7305 - logits_profile_predictions_loss: 399.6879 - logcount_predictions_loss: 0.3707 61/2423 [..............................] - ETA: 22:11 - loss: 406.7341 - logits_profile_predictions_loss: 399.6886 - logcount_predictions_loss: 0.3708 62/2423 [..............................] - ETA: 22:11 - loss: 406.7312 - logits_profile_predictions_loss: 399.6828 - logcount_predictions_loss: 0.3710 63/2423 [..............................] - ETA: 22:10 - loss: 406.7216 - logits_profile_predictions_loss: 399.6707 - logcount_predictions_loss: 0.3711 64/2423 [..............................] - ETA: 22:10 - loss: 406.7058 - logits_profile_predictions_loss: 399.6527 - logcount_predictions_loss: 0.3712 65/2423 [..............................] - ETA: 22:09 - loss: 406.6925 - logits_profile_predictions_loss: 399.6373 - logcount_predictions_loss: 0.3713 66/2423 [..............................] - ETA: 22:09 - loss: 406.6784 - logits_profile_predictions_loss: 399.6209 - logcount_predictions_loss: 0.3714 67/2423 [..............................] - ETA: 22:08 - loss: 406.6712 - logits_profile_predictions_loss: 399.6114 - logcount_predictions_loss: 0.3716 68/2423 [..............................] - ETA: 22:07 - loss: 406.6631 - logits_profile_predictions_loss: 399.6012 - logcount_predictions_loss: 0.3717 69/2423 [..............................] - ETA: 22:07 - loss: 406.6600 - logits_profile_predictions_loss: 399.5962 - logcount_predictions_loss: 0.3718 70/2423 [..............................] - ETA: 22:06 - loss: 406.6512 - logits_profile_predictions_loss: 399.5856 - logcount_predictions_loss: 0.3719 71/2423 [..............................] - ETA: 22:06 - loss: 406.6416 - logits_profile_predictions_loss: 399.5745 - logcount_predictions_loss: 0.3720 72/2423 [..............................] - ETA: 22:05 - loss: 406.6287 - logits_profile_predictions_loss: 399.5604 - logcount_predictions_loss: 0.3720 73/2423 [..............................] - ETA: 22:05 - loss: 406.6251 - logits_profile_predictions_loss: 399.5562 - logcount_predictions_loss: 0.3721 74/2423 [..............................] - ETA: 22:04 - loss: 406.6221 - logits_profile_predictions_loss: 399.5527 - logcount_predictions_loss: 0.3721 75/2423 [..............................] - ETA: 22:04 - loss: 406.6173 - logits_profile_predictions_loss: 399.5474 - logcount_predictions_loss: 0.3721 76/2423 [..............................] - ETA: 22:03 - loss: 406.6032 - logits_profile_predictions_loss: 399.5330 - logcount_predictions_loss: 0.3721 77/2423 [..............................] - ETA: 22:02 - loss: 406.5910 - logits_profile_predictions_loss: 399.5208 - logcount_predictions_loss: 0.3721 78/2423 [..............................] - ETA: 22:02 - loss: 406.5758 - logits_profile_predictions_loss: 399.5058 - logcount_predictions_loss: 0.3721 79/2423 [..............................] - ETA: 22:01 - loss: 406.5694 - logits_profile_predictions_loss: 399.5001 - logcount_predictions_loss: 0.3721 80/2423 [..............................] - ETA: 22:01 - loss: 406.5633 - logits_profile_predictions_loss: 399.4950 - logcount_predictions_loss: 0.3720 81/2423 [>.............................] - ETA: 22:00 - loss: 406.5612 - logits_profile_predictions_loss: 399.4942 - logcount_predictions_loss: 0.3719 82/2423 [>.............................] - ETA: 22:00 - loss: 406.5520 - logits_profile_predictions_loss: 399.4860 - logcount_predictions_loss: 0.3719 83/2423 [>.............................] - ETA: 21:59 - loss: 406.5348 - logits_profile_predictions_loss: 399.4697 - logcount_predictions_loss: 0.3718 84/2423 [>.............................] - ETA: 21:58 - loss: 406.5194 - logits_profile_predictions_loss: 399.4551 - logcount_predictions_loss: 0.3718 85/2423 [>.............................] - ETA: 21:58 - loss: 406.5020 - logits_profile_predictions_loss: 399.4385 - logcount_predictions_loss: 0.3718 86/2423 [>.............................] - ETA: 21:57 - loss: 406.4869 - logits_profile_predictions_loss: 399.4242 - logcount_predictions_loss: 0.3717 87/2423 [>.............................] - ETA: 21:57 - loss: 406.4693 - 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[>.............................] - ETA: 21:53 - loss: 406.3653 - logits_profile_predictions_loss: 399.3075 - logcount_predictions_loss: 0.3715 95/2423 [>.............................] - ETA: 21:52 - loss: 406.3584 - logits_profile_predictions_loss: 399.3009 - logcount_predictions_loss: 0.3714 96/2423 [>.............................] - ETA: 21:52 - loss: 406.3565 - logits_profile_predictions_loss: 399.2993 - logcount_predictions_loss: 0.3714 97/2423 [>.............................] - ETA: 21:51 - loss: 406.3531 - logits_profile_predictions_loss: 399.2964 - logcount_predictions_loss: 0.3714 98/2423 [>.............................] - ETA: 21:51 - loss: 406.3514 - logits_profile_predictions_loss: 399.2953 - logcount_predictions_loss: 0.3714 99/2423 [>.............................] - ETA: 21:50 - loss: 406.3519 - logits_profile_predictions_loss: 399.2965 - logcount_predictions_loss: 0.3713 100/2423 [>.............................] - ETA: 21:49 - loss: 406.3493 - 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[>.............................] - ETA: 21:45 - loss: 406.3995 - logits_profile_predictions_loss: 399.3495 - logcount_predictions_loss: 0.3711 108/2423 [>.............................] - ETA: 21:45 - loss: 406.4096 - logits_profile_predictions_loss: 399.3603 - logcount_predictions_loss: 0.3710 109/2423 [>.............................] - ETA: 21:44 - loss: 406.4195 - logits_profile_predictions_loss: 399.3709 - logcount_predictions_loss: 0.3710 110/2423 [>.............................] - ETA: 21:44 - loss: 406.4280 - logits_profile_predictions_loss: 399.3800 - logcount_predictions_loss: 0.3709 111/2423 [>.............................] - ETA: 21:43 - loss: 406.4369 - logits_profile_predictions_loss: 399.3892 - logcount_predictions_loss: 0.3709 112/2423 [>.............................] - ETA: 21:43 - loss: 406.4497 - logits_profile_predictions_loss: 399.4022 - logcount_predictions_loss: 0.3709 113/2423 [>.............................] - ETA: 21:42 - loss: 406.4611 - 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[>.............................] - ETA: 21:38 - loss: 406.5416 - logits_profile_predictions_loss: 399.4984 - logcount_predictions_loss: 0.3707 121/2423 [>.............................] - ETA: 21:37 - loss: 406.5521 - logits_profile_predictions_loss: 399.5096 - logcount_predictions_loss: 0.3707 122/2423 [>.............................] - ETA: 21:37 - loss: 406.5610 - logits_profile_predictions_loss: 399.5192 - logcount_predictions_loss: 0.3706 123/2423 [>.............................] - ETA: 21:36 - loss: 406.5707 - logits_profile_predictions_loss: 399.5296 - logcount_predictions_loss: 0.3706 124/2423 [>.............................] - ETA: 21:36 - loss: 406.5810 - logits_profile_predictions_loss: 399.5406 - logcount_predictions_loss: 0.3706 125/2423 [>.............................] - ETA: 21:35 - loss: 406.5896 - logits_profile_predictions_loss: 399.5496 - logcount_predictions_loss: 0.3705 126/2423 [>.............................] - ETA: 21:35 - loss: 406.5977 - 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[>.............................] - ETA: 21:31 - loss: 406.6530 - logits_profile_predictions_loss: 399.6149 - logcount_predictions_loss: 0.3704 134/2423 [>.............................] - ETA: 21:30 - loss: 406.6590 - logits_profile_predictions_loss: 399.6208 - logcount_predictions_loss: 0.3704 135/2423 [>.............................] - ETA: 21:30 - loss: 406.6639 - logits_profile_predictions_loss: 399.6253 - logcount_predictions_loss: 0.3705 136/2423 [>.............................] - ETA: 21:29 - loss: 406.6676 - logits_profile_predictions_loss: 399.6289 - logcount_predictions_loss: 0.3705 137/2423 [>.............................] - ETA: 21:28 - loss: 406.6691 - logits_profile_predictions_loss: 399.6302 - logcount_predictions_loss: 0.3705 138/2423 [>.............................] - ETA: 21:28 - loss: 406.6705 - logits_profile_predictions_loss: 399.6315 - logcount_predictions_loss: 0.3705 139/2423 [>.............................] - ETA: 21:27 - loss: 406.6718 - 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[====>.........................] - ETA: 18:57 - loss: 405.8351 - logits_profile_predictions_loss: 398.7772 - logcount_predictions_loss: 0.3715 407/2423 [====>.........................] - ETA: 18:56 - loss: 405.8359 - logits_profile_predictions_loss: 398.7779 - logcount_predictions_loss: 0.3715 408/2423 [====>.........................] - ETA: 18:55 - loss: 405.8367 - logits_profile_predictions_loss: 398.7786 - logcount_predictions_loss: 0.3715 409/2423 [====>.........................] - ETA: 18:55 - loss: 405.8379 - logits_profile_predictions_loss: 398.7796 - logcount_predictions_loss: 0.3715 410/2423 [====>.........................] - ETA: 18:54 - loss: 405.8392 - logits_profile_predictions_loss: 398.7807 - logcount_predictions_loss: 0.3715 411/2423 [====>.........................] - ETA: 18:54 - loss: 405.8404 - logits_profile_predictions_loss: 398.7817 - logcount_predictions_loss: 0.3715 412/2423 [====>.........................] - ETA: 18:53 - loss: 405.8415 - 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[============================>.] - ETA: 30s - loss: 407.7439 - logits_profile_predictions_loss: 400.5063 - logcount_predictions_loss: 0.3809 2370/2423 [============================>.] - ETA: 29s - loss: 407.7442 - logits_profile_predictions_loss: 400.5067 - logcount_predictions_loss: 0.3809 2371/2423 [============================>.] - ETA: 29s - loss: 407.7446 - logits_profile_predictions_loss: 400.5070 - logcount_predictions_loss: 0.3809 2372/2423 [============================>.] - ETA: 28s - loss: 407.7450 - logits_profile_predictions_loss: 400.5074 - logcount_predictions_loss: 0.3809 2373/2423 [============================>.] - ETA: 28s - loss: 407.7454 - logits_profile_predictions_loss: 400.5077 - logcount_predictions_loss: 0.3810 2374/2423 [============================>.] - ETA: 27s - loss: 407.7458 - logits_profile_predictions_loss: 400.5080 - logcount_predictions_loss: 0.3810 2375/2423 [============================>.] - ETA: 27s - loss: 407.7462 - logits_profile_predictions_loss: 400.5084 - logcount_predictions_loss: 0.3810 2376/2423 [============================>.] - ETA: 26s - loss: 407.7465 - logits_profile_predictions_loss: 400.5087 - logcount_predictions_loss: 0.3810 2377/2423 [============================>.] - ETA: 25s - loss: 407.7469 - logits_profile_predictions_loss: 400.5091 - logcount_predictions_loss: 0.3810 2378/2423 [============================>.] - ETA: 25s - loss: 407.7473 - logits_profile_predictions_loss: 400.5094 - logcount_predictions_loss: 0.3810 2379/2423 [============================>.] - ETA: 24s - loss: 407.7477 - logits_profile_predictions_loss: 400.5097 - logcount_predictions_loss: 0.3810 2380/2423 [============================>.] - ETA: 24s - loss: 407.7480 - logits_profile_predictions_loss: 400.5101 - logcount_predictions_loss: 0.3810 2381/2423 [============================>.] - ETA: 23s - loss: 407.7484 - logits_profile_predictions_loss: 400.5104 - logcount_predictions_loss: 0.3810 2382/2423 [============================>.] - ETA: 23s - loss: 407.7488 - logits_profile_predictions_loss: 400.5107 - logcount_predictions_loss: 0.3810 2383/2423 [============================>.] - ETA: 22s - loss: 407.7492 - logits_profile_predictions_loss: 400.5111 - logcount_predictions_loss: 0.3810 2384/2423 [============================>.] - ETA: 21s - loss: 407.7495 - logits_profile_predictions_loss: 400.5114 - logcount_predictions_loss: 0.3810 2385/2423 [============================>.] - ETA: 21s - loss: 407.7499 - logits_profile_predictions_loss: 400.5117 - logcount_predictions_loss: 0.3810 2386/2423 [============================>.] - ETA: 20s - loss: 407.7503 - logits_profile_predictions_loss: 400.5121 - logcount_predictions_loss: 0.3810 2387/2423 [============================>.] - ETA: 20s - loss: 407.7507 - logits_profile_predictions_loss: 400.5124 - logcount_predictions_loss: 0.3810 2388/2423 [============================>.] - ETA: 19s - loss: 407.7510 - logits_profile_predictions_loss: 400.5128 - logcount_predictions_loss: 0.3810 2389/2423 [============================>.] - ETA: 19s - loss: 407.7514 - logits_profile_predictions_loss: 400.5131 - logcount_predictions_loss: 0.3810 2390/2423 [============================>.] - ETA: 18s - loss: 407.7518 - logits_profile_predictions_loss: 400.5134 - logcount_predictions_loss: 0.3810 2391/2423 [============================>.] - ETA: 18s - loss: 407.7521 - logits_profile_predictions_loss: 400.5137 - logcount_predictions_loss: 0.3810 2392/2423 [============================>.] - ETA: 17s - loss: 407.7525 - logits_profile_predictions_loss: 400.5140 - logcount_predictions_loss: 0.3810 2393/2423 [============================>.] - ETA: 16s - loss: 407.7528 - logits_profile_predictions_loss: 400.5143 - logcount_predictions_loss: 0.3810 2394/2423 [============================>.] - ETA: 16s - loss: 407.7532 - logits_profile_predictions_loss: 400.5147 - logcount_predictions_loss: 0.3810 2395/2423 [============================>.] - ETA: 15s - loss: 407.7535 - logits_profile_predictions_loss: 400.5150 - logcount_predictions_loss: 0.3810 2396/2423 [============================>.] - ETA: 15s - loss: 407.7539 - logits_profile_predictions_loss: 400.5153 - logcount_predictions_loss: 0.3810 2397/2423 [============================>.] - ETA: 14s - loss: 407.7543 - logits_profile_predictions_loss: 400.5156 - logcount_predictions_loss: 0.3810 2398/2423 [============================>.] - ETA: 14s - loss: 407.7546 - logits_profile_predictions_loss: 400.5160 - logcount_predictions_loss: 0.3810 2399/2423 [============================>.] - ETA: 13s - loss: 407.7550 - logits_profile_predictions_loss: 400.5163 - logcount_predictions_loss: 0.3810 2400/2423 [============================>.] - ETA: 12s - loss: 407.7553 - logits_profile_predictions_loss: 400.5166 - logcount_predictions_loss: 0.3810 2401/2423 [============================>.] - ETA: 12s - loss: 407.7557 - logits_profile_predictions_loss: 400.5170 - logcount_predictions_loss: 0.3810 2402/2423 [============================>.] - ETA: 11s - loss: 407.7561 - logits_profile_predictions_loss: 400.5173 - logcount_predictions_loss: 0.3810 2403/2423 [============================>.] - ETA: 11s - loss: 407.7564 - logits_profile_predictions_loss: 400.5176 - logcount_predictions_loss: 0.3810 2404/2423 [============================>.] - ETA: 10s - loss: 407.7568 - logits_profile_predictions_loss: 400.5179 - logcount_predictions_loss: 0.3810 2405/2423 [============================>.] - ETA: 10s - loss: 407.7571 - logits_profile_predictions_loss: 400.5182 - logcount_predictions_loss: 0.3810 2406/2423 [============================>.] - ETA: 9s - loss: 407.7575 - logits_profile_predictions_loss: 400.5185 - logcount_predictions_loss: 0.3810  2407/2423 [============================>.] - ETA: 9s - loss: 407.7578 - logits_profile_predictions_loss: 400.5188 - logcount_predictions_loss: 0.3810 2408/2423 [============================>.] - ETA: 8s - loss: 407.7582 - logits_profile_predictions_loss: 400.5192 - logcount_predictions_loss: 0.3810 2409/2423 [============================>.] - ETA: 7s - loss: 407.7585 - logits_profile_predictions_loss: 400.5195 - logcount_predictions_loss: 0.3810 2410/2423 [============================>.] - ETA: 7s - loss: 407.7589 - logits_profile_predictions_loss: 400.5198 - logcount_predictions_loss: 0.3810 2411/2423 [============================>.] - ETA: 6s - loss: 407.7592 - logits_profile_predictions_loss: 400.5201 - logcount_predictions_loss: 0.3810 2412/2423 [============================>.] - ETA: 6s - loss: 407.7596 - logits_profile_predictions_loss: 400.5204 - logcount_predictions_loss: 0.3810 2413/2423 [============================>.] - ETA: 5s - loss: 407.7599 - logits_profile_predictions_loss: 400.5207 - logcount_predictions_loss: 0.3810 2414/2423 [============================>.] - ETA: 5s - loss: 407.7603 - logits_profile_predictions_loss: 400.5210 - logcount_predictions_loss: 0.3810 2415/2423 [============================>.] - ETA: 4s - loss: 407.7606 - logits_profile_predictions_loss: 400.5213 - logcount_predictions_loss: 0.3810 2416/2423 [============================>.] - ETA: 3s - loss: 407.7609 - logits_profile_predictions_loss: 400.5217 - logcount_predictions_loss: 0.3810 2417/2423 [============================>.] - ETA: 3s - loss: 407.7613 - logits_profile_predictions_loss: 400.5220 - logcount_predictions_loss: 0.3810 2418/2423 [============================>.] - ETA: 2s - loss: 407.7616 - logits_profile_predictions_loss: 400.5223 - logcount_predictions_loss: 0.3810 2419/2423 [============================>.] - ETA: 2s - loss: 407.7620 - logits_profile_predictions_loss: 400.5226 - logcount_predictions_loss: 0.3810 2420/2423 [============================>.] - ETA: 1s - loss: 407.7623 - logits_profile_predictions_loss: 400.5229 - logcount_predictions_loss: 0.3810 2421/2423 [============================>.] - ETA: 1s - loss: 407.7627 - logits_profile_predictions_loss: 400.5232 - logcount_predictions_loss: 0.3810 2422/2423 [============================>.] - ETA: 0s - loss: 407.7630 - logits_profile_predictions_loss: 400.5235 - logcount_predictions_loss: 0.3810 2423/2423 [==============================] - ETA: 0s - loss: 407.7633 - logits_profile_predictions_loss: 400.5238 - logcount_predictions_loss: 0.3810 2423/2423 [==============================] - 1421s 586ms/step - loss: 407.7637 - logits_profile_predictions_loss: 400.5241 - logcount_predictions_loss: 0.3810 - val_loss: 472.4262 - val_logits_profile_predictions_loss: 462.8785 - val_logcount_predictions_loss: 0.5025 Epoch 00010: val_loss did not improve from 471.13126 Epoch 11/50 1/2423 [..............................] - ETA: 23:31 - loss: 431.9297 - logits_profile_predictions_loss: 423.3961 - logcount_predictions_loss: 0.4491 2/2423 [..............................] - ETA: 22:46 - loss: 422.9594 - logits_profile_predictions_loss: 414.9209 - logcount_predictions_loss: 0.4231 3/2423 [..............................] - ETA: 22:43 - loss: 416.5077 - logits_profile_predictions_loss: 408.8508 - logcount_predictions_loss: 0.4030 4/2423 [..............................] - ETA: 22:43 - loss: 416.0082 - logits_profile_predictions_loss: 408.4547 - logcount_predictions_loss: 0.3976 5/2423 [..............................] - ETA: 22:42 - loss: 414.2674 - logits_profile_predictions_loss: 406.8442 - logcount_predictions_loss: 0.3907 6/2423 [..............................] - ETA: 22:42 - loss: 412.6537 - logits_profile_predictions_loss: 405.3663 - logcount_predictions_loss: 0.3835 7/2423 [..............................] - ETA: 22:41 - loss: 412.0160 - logits_profile_predictions_loss: 404.7359 - logcount_predictions_loss: 0.3832 8/2423 [..............................] - ETA: 22:41 - loss: 411.4650 - logits_profile_predictions_loss: 404.1839 - logcount_predictions_loss: 0.3832 9/2423 [..............................] - ETA: 22:40 - loss: 410.6645 - logits_profile_predictions_loss: 403.3850 - logcount_predictions_loss: 0.3831 10/2423 [..............................] - ETA: 22:40 - loss: 410.3258 - logits_profile_predictions_loss: 403.0501 - logcount_predictions_loss: 0.3829 11/2423 [..............................] - ETA: 22:39 - loss: 410.0123 - logits_profile_predictions_loss: 402.7536 - logcount_predictions_loss: 0.3820 12/2423 [..............................] - ETA: 22:38 - loss: 410.0479 - logits_profile_predictions_loss: 402.7968 - logcount_predictions_loss: 0.3816 13/2423 [..............................] - ETA: 22:38 - loss: 410.1171 - logits_profile_predictions_loss: 402.8833 - logcount_predictions_loss: 0.3807 14/2423 [..............................] - ETA: 22:37 - loss: 410.2616 - logits_profile_predictions_loss: 403.0402 - logcount_predictions_loss: 0.3801 15/2423 [..............................] - ETA: 22:36 - loss: 410.4143 - logits_profile_predictions_loss: 403.1973 - logcount_predictions_loss: 0.3798 16/2423 [..............................] - ETA: 22:36 - loss: 410.5904 - logits_profile_predictions_loss: 403.3760 - logcount_predictions_loss: 0.3797 17/2423 [..............................] - ETA: 22:35 - loss: 410.8289 - logits_profile_predictions_loss: 403.6150 - logcount_predictions_loss: 0.3797 18/2423 [..............................] - ETA: 22:35 - loss: 410.8850 - logits_profile_predictions_loss: 403.6689 - logcount_predictions_loss: 0.3798 19/2423 [..............................] - ETA: 22:34 - loss: 410.9013 - logits_profile_predictions_loss: 403.6856 - logcount_predictions_loss: 0.3798 20/2423 [..............................] - ETA: 22:34 - loss: 410.8635 - logits_profile_predictions_loss: 403.6534 - logcount_predictions_loss: 0.3795 21/2423 [..............................] - ETA: 22:33 - loss: 410.7874 - logits_profile_predictions_loss: 403.5790 - logcount_predictions_loss: 0.3794 22/2423 [..............................] - ETA: 22:33 - loss: 410.7835 - logits_profile_predictions_loss: 403.5745 - logcount_predictions_loss: 0.3794 23/2423 [..............................] - ETA: 22:32 - loss: 410.7404 - logits_profile_predictions_loss: 403.5301 - logcount_predictions_loss: 0.3795 24/2423 [..............................] - ETA: 22:32 - loss: 410.7861 - logits_profile_predictions_loss: 403.5769 - logcount_predictions_loss: 0.3794 25/2423 [..............................] - ETA: 22:31 - loss: 410.7860 - logits_profile_predictions_loss: 403.5788 - logcount_predictions_loss: 0.3793 26/2423 [..............................] - ETA: 22:30 - loss: 410.8143 - logits_profile_predictions_loss: 403.6076 - logcount_predictions_loss: 0.3793 27/2423 [..............................] - ETA: 22:30 - loss: 410.7917 - logits_profile_predictions_loss: 403.5834 - logcount_predictions_loss: 0.3794 28/2423 [..............................] - ETA: 22:29 - loss: 410.8491 - logits_profile_predictions_loss: 403.6403 - logcount_predictions_loss: 0.3794 29/2423 [..............................] - ETA: 22:29 - loss: 410.8706 - logits_profile_predictions_loss: 403.6605 - logcount_predictions_loss: 0.3795 30/2423 [..............................] - ETA: 22:28 - loss: 410.8877 - logits_profile_predictions_loss: 403.6722 - logcount_predictions_loss: 0.3798 31/2423 [..............................] - ETA: 22:28 - loss: 410.8831 - logits_profile_predictions_loss: 403.6655 - logcount_predictions_loss: 0.3799 32/2423 [..............................] - ETA: 22:27 - loss: 410.9120 - logits_profile_predictions_loss: 403.6916 - logcount_predictions_loss: 0.3800 33/2423 [..............................] - ETA: 22:26 - loss: 410.9259 - logits_profile_predictions_loss: 403.7053 - logcount_predictions_loss: 0.3800 34/2423 [..............................] - ETA: 22:26 - loss: 410.9376 - logits_profile_predictions_loss: 403.7154 - logcount_predictions_loss: 0.3801 35/2423 [..............................] - ETA: 22:25 - loss: 410.9231 - logits_profile_predictions_loss: 403.7021 - logcount_predictions_loss: 0.3801 36/2423 [..............................] - ETA: 22:25 - loss: 410.8963 - logits_profile_predictions_loss: 403.6786 - logcount_predictions_loss: 0.3799 37/2423 [..............................] - ETA: 22:24 - loss: 410.8588 - logits_profile_predictions_loss: 403.6430 - logcount_predictions_loss: 0.3798 38/2423 [..............................] - ETA: 22:23 - loss: 410.8143 - logits_profile_predictions_loss: 403.6009 - logcount_predictions_loss: 0.3797 39/2423 [..............................] - ETA: 22:23 - loss: 410.7604 - logits_profile_predictions_loss: 403.5496 - logcount_predictions_loss: 0.3795 40/2423 [..............................] - ETA: 22:22 - loss: 410.7039 - logits_profile_predictions_loss: 403.4966 - logcount_predictions_loss: 0.3793 41/2423 [..............................] - ETA: 22:22 - loss: 410.6076 - logits_profile_predictions_loss: 403.4045 - logcount_predictions_loss: 0.3791 42/2423 [..............................] - ETA: 22:21 - loss: 410.5011 - logits_profile_predictions_loss: 403.3019 - logcount_predictions_loss: 0.3789 43/2423 [..............................] - ETA: 22:21 - loss: 410.3836 - logits_profile_predictions_loss: 403.1881 - logcount_predictions_loss: 0.3787 44/2423 [..............................] - ETA: 22:20 - loss: 410.2636 - logits_profile_predictions_loss: 403.0716 - logcount_predictions_loss: 0.3785 45/2423 [..............................] - ETA: 22:19 - loss: 410.1675 - logits_profile_predictions_loss: 402.9794 - logcount_predictions_loss: 0.3783 46/2423 [..............................] - ETA: 22:19 - loss: 410.0791 - logits_profile_predictions_loss: 402.8954 - logcount_predictions_loss: 0.3781 47/2423 [..............................] - ETA: 22:18 - loss: 409.9654 - logits_profile_predictions_loss: 402.7855 - logcount_predictions_loss: 0.3779 48/2423 [..............................] - ETA: 22:18 - loss: 409.8511 - logits_profile_predictions_loss: 402.6748 - logcount_predictions_loss: 0.3777 49/2423 [..............................] - ETA: 22:17 - loss: 409.7578 - logits_profile_predictions_loss: 402.5850 - logcount_predictions_loss: 0.3775 50/2423 [..............................] - ETA: 22:17 - loss: 409.6688 - logits_profile_predictions_loss: 402.4994 - logcount_predictions_loss: 0.3773 51/2423 [..............................] - ETA: 22:16 - loss: 409.5756 - logits_profile_predictions_loss: 402.4091 - logcount_predictions_loss: 0.3772 52/2423 [..............................] - ETA: 22:16 - loss: 409.4998 - logits_profile_predictions_loss: 402.3367 - logcount_predictions_loss: 0.3770 53/2423 [..............................] - ETA: 22:15 - loss: 409.4282 - logits_profile_predictions_loss: 402.2682 - logcount_predictions_loss: 0.3768 54/2423 [..............................] - ETA: 22:14 - loss: 409.3551 - logits_profile_predictions_loss: 402.1982 - logcount_predictions_loss: 0.3767 55/2423 [..............................] - ETA: 22:14 - loss: 409.2756 - logits_profile_predictions_loss: 402.1219 - logcount_predictions_loss: 0.3765 56/2423 [..............................] - ETA: 22:13 - loss: 409.1893 - logits_profile_predictions_loss: 402.0383 - logcount_predictions_loss: 0.3764 57/2423 [..............................] - ETA: 22:13 - loss: 409.1052 - logits_profile_predictions_loss: 401.9564 - logcount_predictions_loss: 0.3763 58/2423 [..............................] - ETA: 22:12 - loss: 409.0200 - logits_profile_predictions_loss: 401.8727 - logcount_predictions_loss: 0.3762 59/2423 [..............................] - ETA: 22:12 - loss: 408.9529 - logits_profile_predictions_loss: 401.8069 - logcount_predictions_loss: 0.3761 60/2423 [..............................] - ETA: 22:11 - loss: 408.8932 - logits_profile_predictions_loss: 401.7491 - logcount_predictions_loss: 0.3760 61/2423 [..............................] - ETA: 22:11 - loss: 408.8345 - logits_profile_predictions_loss: 401.6925 - logcount_predictions_loss: 0.3759 62/2423 [..............................] - ETA: 22:10 - loss: 408.7759 - logits_profile_predictions_loss: 401.6360 - logcount_predictions_loss: 0.3758 63/2423 [..............................] - ETA: 22:09 - loss: 408.7132 - logits_profile_predictions_loss: 401.5754 - logcount_predictions_loss: 0.3757 64/2423 [..............................] - ETA: 22:09 - loss: 408.6521 - logits_profile_predictions_loss: 401.5167 - logcount_predictions_loss: 0.3755 65/2423 [..............................] - ETA: 22:08 - loss: 408.5916 - logits_profile_predictions_loss: 401.4585 - logcount_predictions_loss: 0.3754 66/2423 [..............................] - ETA: 22:08 - loss: 408.5349 - logits_profile_predictions_loss: 401.4043 - logcount_predictions_loss: 0.3753 67/2423 [..............................] - ETA: 22:07 - loss: 408.4696 - logits_profile_predictions_loss: 401.3417 - logcount_predictions_loss: 0.3751 68/2423 [..............................] - ETA: 22:07 - loss: 408.4129 - logits_profile_predictions_loss: 401.2879 - logcount_predictions_loss: 0.3750 69/2423 [..............................] - ETA: 22:06 - loss: 408.3514 - logits_profile_predictions_loss: 401.2288 - logcount_predictions_loss: 0.3749 70/2423 [..............................] - ETA: 22:06 - loss: 408.2907 - logits_profile_predictions_loss: 401.1700 - logcount_predictions_loss: 0.3748 71/2423 [..............................] - ETA: 22:05 - loss: 408.2385 - logits_profile_predictions_loss: 401.1194 - logcount_predictions_loss: 0.3747 72/2423 [..............................] - ETA: 22:05 - loss: 408.1926 - logits_profile_predictions_loss: 401.0746 - logcount_predictions_loss: 0.3746 73/2423 [..............................] - ETA: 22:04 - loss: 408.1455 - logits_profile_predictions_loss: 401.0290 - logcount_predictions_loss: 0.3746 74/2423 [..............................] - ETA: 22:03 - loss: 408.1071 - logits_profile_predictions_loss: 400.9922 - logcount_predictions_loss: 0.3745 75/2423 [..............................] - ETA: 22:03 - loss: 408.0708 - logits_profile_predictions_loss: 400.9571 - logcount_predictions_loss: 0.3744 76/2423 [..............................] - ETA: 22:02 - loss: 408.0317 - logits_profile_predictions_loss: 400.9193 - logcount_predictions_loss: 0.3743 77/2423 [..............................] - ETA: 22:02 - loss: 407.9839 - logits_profile_predictions_loss: 400.8727 - logcount_predictions_loss: 0.3743 78/2423 [..............................] - ETA: 22:01 - loss: 407.9437 - logits_profile_predictions_loss: 400.8334 - logcount_predictions_loss: 0.3742 79/2423 [..............................] - ETA: 22:01 - loss: 407.9051 - logits_profile_predictions_loss: 400.7960 - logcount_predictions_loss: 0.3742 80/2423 [..............................] - ETA: 22:00 - loss: 407.8647 - logits_profile_predictions_loss: 400.7567 - logcount_predictions_loss: 0.3741 81/2423 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[===>..........................] - ETA: 19:04 - loss: 406.5408 - logits_profile_predictions_loss: 399.7387 - logcount_predictions_loss: 0.3580 394/2423 [===>..........................] - ETA: 19:03 - loss: 406.5366 - logits_profile_predictions_loss: 399.7348 - logcount_predictions_loss: 0.3580 395/2423 [===>..........................] - ETA: 19:02 - loss: 406.5327 - logits_profile_predictions_loss: 399.7312 - logcount_predictions_loss: 0.3580 396/2423 [===>..........................] - ETA: 19:02 - loss: 406.5289 - logits_profile_predictions_loss: 399.7276 - logcount_predictions_loss: 0.3580 397/2423 [===>..........................] - ETA: 19:01 - loss: 406.5250 - logits_profile_predictions_loss: 399.7241 - logcount_predictions_loss: 0.3579 398/2423 [===>..........................] - ETA: 19:01 - loss: 406.5212 - logits_profile_predictions_loss: 399.7206 - logcount_predictions_loss: 0.3579 399/2423 [===>..........................] - ETA: 19:00 - loss: 406.5175 - 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[====>.........................] - ETA: 18:56 - loss: 406.4923 - logits_profile_predictions_loss: 399.6939 - logcount_predictions_loss: 0.3578 407/2423 [====>.........................] - ETA: 18:56 - loss: 406.4894 - logits_profile_predictions_loss: 399.6913 - logcount_predictions_loss: 0.3578 408/2423 [====>.........................] - ETA: 18:55 - loss: 406.4863 - logits_profile_predictions_loss: 399.6884 - logcount_predictions_loss: 0.3578 409/2423 [====>.........................] - ETA: 18:55 - loss: 406.4832 - logits_profile_predictions_loss: 399.6856 - logcount_predictions_loss: 0.3578 410/2423 [====>.........................] - ETA: 18:54 - loss: 406.4800 - logits_profile_predictions_loss: 399.6826 - logcount_predictions_loss: 0.3577 411/2423 [====>.........................] - ETA: 18:53 - loss: 406.4765 - logits_profile_predictions_loss: 399.6794 - logcount_predictions_loss: 0.3577 412/2423 [====>.........................] - ETA: 18:53 - loss: 406.4734 - 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[====>.........................] - ETA: 18:49 - loss: 406.4516 - logits_profile_predictions_loss: 399.6570 - logcount_predictions_loss: 0.3576 420/2423 [====>.........................] - ETA: 18:48 - loss: 406.4485 - logits_profile_predictions_loss: 399.6542 - logcount_predictions_loss: 0.3576 421/2423 [====>.........................] - ETA: 18:48 - loss: 406.4458 - logits_profile_predictions_loss: 399.6518 - logcount_predictions_loss: 0.3576 422/2423 [====>.........................] - ETA: 18:47 - loss: 406.4430 - logits_profile_predictions_loss: 399.6493 - logcount_predictions_loss: 0.3576 423/2423 [====>.........................] - ETA: 18:47 - loss: 406.4404 - logits_profile_predictions_loss: 399.6471 - logcount_predictions_loss: 0.3575 424/2423 [====>.........................] - ETA: 18:46 - loss: 406.4376 - logits_profile_predictions_loss: 399.6446 - logcount_predictions_loss: 0.3575 425/2423 [====>.........................] - ETA: 18:46 - loss: 406.4348 - 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[====>.........................] - ETA: 18:42 - loss: 406.4160 - logits_profile_predictions_loss: 399.6256 - logcount_predictions_loss: 0.3574 433/2423 [====>.........................] - ETA: 18:41 - loss: 406.4129 - logits_profile_predictions_loss: 399.6227 - logcount_predictions_loss: 0.3574 434/2423 [====>.........................] - ETA: 18:40 - loss: 406.4097 - logits_profile_predictions_loss: 399.6198 - logcount_predictions_loss: 0.3574 435/2423 [====>.........................] - ETA: 18:40 - loss: 406.4066 - logits_profile_predictions_loss: 399.6169 - logcount_predictions_loss: 0.3573 436/2423 [====>.........................] - ETA: 18:39 - loss: 406.4036 - logits_profile_predictions_loss: 399.6143 - logcount_predictions_loss: 0.3573 437/2423 [====>.........................] - ETA: 18:39 - loss: 406.4008 - logits_profile_predictions_loss: 399.6116 - logcount_predictions_loss: 0.3573 438/2423 [====>.........................] - ETA: 18:38 - loss: 406.3978 - 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[====>.........................] - ETA: 18:34 - loss: 406.3797 - logits_profile_predictions_loss: 399.5922 - logcount_predictions_loss: 0.3572 446/2423 [====>.........................] - ETA: 18:34 - loss: 406.3769 - logits_profile_predictions_loss: 399.5896 - logcount_predictions_loss: 0.3572 447/2423 [====>.........................] - ETA: 18:33 - loss: 406.3740 - logits_profile_predictions_loss: 399.5868 - logcount_predictions_loss: 0.3572 448/2423 [====>.........................] - ETA: 18:33 - loss: 406.3711 - logits_profile_predictions_loss: 399.5842 - logcount_predictions_loss: 0.3572 449/2423 [====>.........................] - ETA: 18:32 - loss: 406.3685 - logits_profile_predictions_loss: 399.5818 - logcount_predictions_loss: 0.3572 450/2423 [====>.........................] - ETA: 18:31 - loss: 406.3661 - logits_profile_predictions_loss: 399.5795 - logcount_predictions_loss: 0.3572 451/2423 [====>.........................] - ETA: 18:31 - loss: 406.3636 - logits_profile_predictions_loss: 399.5773 - logcount_predictions_loss: 0.3572 452/2423 [====>.........................] - ETA: 18:30 - loss: 406.3612 - logits_profile_predictions_loss: 399.5750 - logcount_predictions_loss: 0.3572 453/2423 [====>.........................] - ETA: 18:30 - loss: 406.3589 - logits_profile_predictions_loss: 399.5729 - logcount_predictions_loss: 0.3572 454/2423 [====>.........................] - ETA: 18:29 - loss: 406.3567 - logits_profile_predictions_loss: 399.5709 - logcount_predictions_loss: 0.3571 455/2423 [====>.........................] - ETA: 18:29 - loss: 406.3546 - logits_profile_predictions_loss: 399.5690 - logcount_predictions_loss: 0.3571 456/2423 [====>.........................] - ETA: 18:28 - loss: 406.3526 - logits_profile_predictions_loss: 399.5671 - logcount_predictions_loss: 0.3571 457/2423 [====>.........................] - ETA: 18:27 - loss: 406.3507 - logits_profile_predictions_loss: 399.5655 - logcount_predictions_loss: 0.3571 458/2423 [====>.........................] - ETA: 18:27 - loss: 406.3490 - logits_profile_predictions_loss: 399.5639 - logcount_predictions_loss: 0.3571 459/2423 [====>.........................] - ETA: 18:26 - loss: 406.3474 - logits_profile_predictions_loss: 399.5625 - logcount_predictions_loss: 0.3571 460/2423 [====>.........................] - ETA: 18:26 - loss: 406.3458 - logits_profile_predictions_loss: 399.5611 - logcount_predictions_loss: 0.3571 461/2423 [====>.........................] - ETA: 18:25 - loss: 406.3440 - logits_profile_predictions_loss: 399.5594 - logcount_predictions_loss: 0.3571 462/2423 [====>.........................] - ETA: 18:25 - loss: 406.3422 - logits_profile_predictions_loss: 399.5577 - logcount_predictions_loss: 0.3571 463/2423 [====>.........................] - ETA: 18:24 - loss: 406.3403 - logits_profile_predictions_loss: 399.5560 - logcount_predictions_loss: 0.3571 464/2423 [====>.........................] - ETA: 18:24 - loss: 406.3384 - logits_profile_predictions_loss: 399.5543 - logcount_predictions_loss: 0.3571 465/2423 [====>.........................] - ETA: 18:23 - loss: 406.3365 - logits_profile_predictions_loss: 399.5525 - logcount_predictions_loss: 0.3570 466/2423 [====>.........................] - ETA: 18:22 - loss: 406.3349 - logits_profile_predictions_loss: 399.5510 - logcount_predictions_loss: 0.3570 467/2423 [====>.........................] - ETA: 18:22 - loss: 406.3331 - logits_profile_predictions_loss: 399.5493 - logcount_predictions_loss: 0.3570 468/2423 [====>.........................] - ETA: 18:21 - loss: 406.3315 - logits_profile_predictions_loss: 399.5479 - logcount_predictions_loss: 0.3570 469/2423 [====>.........................] - ETA: 18:21 - loss: 406.3297 - logits_profile_predictions_loss: 399.5462 - logcount_predictions_loss: 0.3570 470/2423 [====>.........................] - ETA: 18:20 - loss: 406.3279 - logits_profile_predictions_loss: 399.5446 - logcount_predictions_loss: 0.3570 471/2423 [====>.........................] - ETA: 18:20 - loss: 406.3262 - logits_profile_predictions_loss: 399.5430 - logcount_predictions_loss: 0.3570 472/2423 [====>.........................] - ETA: 18:19 - loss: 406.3245 - logits_profile_predictions_loss: 399.5414 - logcount_predictions_loss: 0.3570 473/2423 [====>.........................] - ETA: 18:18 - loss: 406.3229 - logits_profile_predictions_loss: 399.5399 - logcount_predictions_loss: 0.3570 474/2423 [====>.........................] - ETA: 18:18 - loss: 406.3214 - logits_profile_predictions_loss: 399.5385 - logcount_predictions_loss: 0.3570 475/2423 [====>.........................] - ETA: 18:17 - loss: 406.3198 - logits_profile_predictions_loss: 399.5371 - logcount_predictions_loss: 0.3570 476/2423 [====>.........................] - ETA: 18:17 - loss: 406.3185 - logits_profile_predictions_loss: 399.5358 - logcount_predictions_loss: 0.3570 477/2423 [====>.........................] - ETA: 18:16 - loss: 406.3173 - logits_profile_predictions_loss: 399.5347 - logcount_predictions_loss: 0.3570 478/2423 [====>.........................] - ETA: 18:16 - loss: 406.3158 - logits_profile_predictions_loss: 399.5334 - logcount_predictions_loss: 0.3570 479/2423 [====>.........................] - ETA: 18:15 - loss: 406.3145 - logits_profile_predictions_loss: 399.5321 - logcount_predictions_loss: 0.3570 480/2423 [====>.........................] - ETA: 18:14 - loss: 406.3131 - logits_profile_predictions_loss: 399.5309 - logcount_predictions_loss: 0.3570 481/2423 [====>.........................] - ETA: 18:14 - loss: 406.3119 - logits_profile_predictions_loss: 399.5298 - logcount_predictions_loss: 0.3569 482/2423 [====>.........................] - ETA: 18:13 - loss: 406.3106 - logits_profile_predictions_loss: 399.5286 - logcount_predictions_loss: 0.3569 483/2423 [====>.........................] - ETA: 18:13 - loss: 406.3095 - logits_profile_predictions_loss: 399.5276 - logcount_predictions_loss: 0.3569 484/2423 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[============================>.] - ETA: 8s - loss: 406.4095 - logits_profile_predictions_loss: 399.5378 - logcount_predictions_loss: 0.3617 2409/2423 [============================>.] - ETA: 7s - loss: 406.4097 - logits_profile_predictions_loss: 399.5380 - logcount_predictions_loss: 0.3617 2410/2423 [============================>.] - ETA: 7s - loss: 406.4100 - logits_profile_predictions_loss: 399.5383 - logcount_predictions_loss: 0.3617 2411/2423 [============================>.] - ETA: 6s - loss: 406.4103 - logits_profile_predictions_loss: 399.5385 - logcount_predictions_loss: 0.3617 2412/2423 [============================>.] - ETA: 6s - loss: 406.4105 - logits_profile_predictions_loss: 399.5387 - logcount_predictions_loss: 0.3617 2413/2423 [============================>.] - ETA: 5s - loss: 406.4108 - logits_profile_predictions_loss: 399.5390 - logcount_predictions_loss: 0.3617 2414/2423 [============================>.] - ETA: 5s - loss: 406.4110 - logits_profile_predictions_loss: 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loss: 406.4129 - logits_profile_predictions_loss: 399.5410 - logcount_predictions_loss: 0.3617 2422/2423 [============================>.] - ETA: 0s - loss: 406.4132 - logits_profile_predictions_loss: 399.5412 - logcount_predictions_loss: 0.3617 2423/2423 [==============================] - ETA: 0s - loss: 406.4134 - logits_profile_predictions_loss: 399.5415 - logcount_predictions_loss: 0.3617 2423/2423 [==============================] - 1420s 586ms/step - loss: 406.4137 - logits_profile_predictions_loss: 399.5417 - logcount_predictions_loss: 0.3617 - val_loss: 472.7238 - val_logits_profile_predictions_loss: 462.6963 - val_logcount_predictions_loss: 0.5278 Epoch 00011: val_loss did not improve from 471.13126 Epoch 12/50 1/2423 [..............................] - ETA: 23:42 - loss: 391.1840 - logits_profile_predictions_loss: 383.9554 - logcount_predictions_loss: 0.3804 2/2423 [..............................] - ETA: 22:44 - loss: 391.7038 - logits_profile_predictions_loss: 384.6015 - 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393.4977 - logits_profile_predictions_loss: 387.1166 - logcount_predictions_loss: 0.3358 10/2423 [..............................] - ETA: 22:39 - loss: 394.2743 - logits_profile_predictions_loss: 387.9014 - logcount_predictions_loss: 0.3354 11/2423 [..............................] - ETA: 22:38 - loss: 395.2740 - logits_profile_predictions_loss: 388.9107 - logcount_predictions_loss: 0.3349 12/2423 [..............................] - ETA: 22:38 - loss: 396.1612 - logits_profile_predictions_loss: 389.8002 - logcount_predictions_loss: 0.3348 13/2423 [..............................] - ETA: 22:37 - loss: 396.6730 - logits_profile_predictions_loss: 390.3153 - logcount_predictions_loss: 0.3346 14/2423 [..............................] - ETA: 22:37 - loss: 396.9321 - logits_profile_predictions_loss: 390.5840 - logcount_predictions_loss: 0.3341 15/2423 [..............................] - ETA: 22:36 - loss: 397.0320 - logits_profile_predictions_loss: 390.6794 - logcount_predictions_loss: 0.3343 16/2423 [..............................] - ETA: 22:35 - loss: 397.0263 - logits_profile_predictions_loss: 390.6651 - logcount_predictions_loss: 0.3348 17/2423 [..............................] - ETA: 22:35 - loss: 397.2322 - logits_profile_predictions_loss: 390.8697 - logcount_predictions_loss: 0.3349 18/2423 [..............................] - ETA: 22:34 - loss: 397.3977 - logits_profile_predictions_loss: 391.0394 - logcount_predictions_loss: 0.3346 19/2423 [..............................] - ETA: 22:34 - loss: 397.5130 - logits_profile_predictions_loss: 391.1580 - logcount_predictions_loss: 0.3345 20/2423 [..............................] - ETA: 22:33 - loss: 397.5495 - logits_profile_predictions_loss: 391.1991 - logcount_predictions_loss: 0.3342 21/2423 [..............................] - ETA: 22:33 - loss: 397.5373 - logits_profile_predictions_loss: 391.1918 - logcount_predictions_loss: 0.3340 22/2423 [..............................] - ETA: 22:32 - loss: 397.5159 - logits_profile_predictions_loss: 391.1758 - logcount_predictions_loss: 0.3337 23/2423 [..............................] - ETA: 22:32 - loss: 397.4924 - logits_profile_predictions_loss: 391.1587 - logcount_predictions_loss: 0.3334 24/2423 [..............................] - ETA: 22:31 - loss: 397.5799 - logits_profile_predictions_loss: 391.2451 - logcount_predictions_loss: 0.3334 25/2423 [..............................] - ETA: 22:30 - loss: 397.6969 - logits_profile_predictions_loss: 391.3603 - logcount_predictions_loss: 0.3335 26/2423 [..............................] - ETA: 22:30 - loss: 397.7442 - logits_profile_predictions_loss: 391.4068 - logcount_predictions_loss: 0.3335 27/2423 [..............................] - ETA: 22:29 - loss: 397.7739 - logits_profile_predictions_loss: 391.4362 - logcount_predictions_loss: 0.3336 28/2423 [..............................] - ETA: 22:29 - loss: 397.8290 - logits_profile_predictions_loss: 391.4912 - logcount_predictions_loss: 0.3336 29/2423 [..............................] - ETA: 22:28 - loss: 397.8824 - logits_profile_predictions_loss: 391.5460 - logcount_predictions_loss: 0.3335 30/2423 [..............................] - ETA: 22:28 - loss: 397.9732 - logits_profile_predictions_loss: 391.6397 - logcount_predictions_loss: 0.3333 31/2423 [..............................] - ETA: 22:27 - loss: 398.0696 - logits_profile_predictions_loss: 391.7399 - logcount_predictions_loss: 0.3331 32/2423 [..............................] - ETA: 22:27 - loss: 398.2087 - logits_profile_predictions_loss: 391.8832 - logcount_predictions_loss: 0.3329 33/2423 [..............................] - ETA: 22:26 - loss: 398.3406 - logits_profile_predictions_loss: 392.0184 - logcount_predictions_loss: 0.3327 34/2423 [..............................] - ETA: 22:25 - loss: 398.4853 - logits_profile_predictions_loss: 392.1660 - logcount_predictions_loss: 0.3326 35/2423 [..............................] - ETA: 22:25 - loss: 398.6657 - logits_profile_predictions_loss: 392.3483 - logcount_predictions_loss: 0.3325 36/2423 [..............................] - ETA: 22:24 - loss: 398.8568 - logits_profile_predictions_loss: 392.5407 - logcount_predictions_loss: 0.3324 37/2423 [..............................] - ETA: 22:24 - loss: 399.0448 - logits_profile_predictions_loss: 392.7301 - logcount_predictions_loss: 0.3324 38/2423 [..............................] - ETA: 22:23 - loss: 399.2099 - logits_profile_predictions_loss: 392.8951 - logcount_predictions_loss: 0.3324 39/2423 [..............................] - ETA: 22:23 - loss: 399.3370 - logits_profile_predictions_loss: 393.0224 - logcount_predictions_loss: 0.3324 40/2423 [..............................] - ETA: 22:22 - loss: 399.4892 - logits_profile_predictions_loss: 393.1731 - logcount_predictions_loss: 0.3324 41/2423 [..............................] - ETA: 22:22 - loss: 399.6515 - logits_profile_predictions_loss: 393.3339 - logcount_predictions_loss: 0.3325 42/2423 [..............................] - ETA: 22:21 - loss: 399.8150 - logits_profile_predictions_loss: 393.4964 - logcount_predictions_loss: 0.3326 43/2423 [..............................] - ETA: 22:20 - loss: 400.0047 - logits_profile_predictions_loss: 393.6848 - logcount_predictions_loss: 0.3326 44/2423 [..............................] - ETA: 22:20 - loss: 400.1865 - logits_profile_predictions_loss: 393.8643 - logcount_predictions_loss: 0.3328 45/2423 [..............................] - ETA: 22:19 - loss: 400.3717 - logits_profile_predictions_loss: 394.0473 - logcount_predictions_loss: 0.3329 46/2423 [..............................] - ETA: 22:19 - loss: 400.5434 - logits_profile_predictions_loss: 394.2171 - logcount_predictions_loss: 0.3330 47/2423 [..............................] - ETA: 22:18 - loss: 400.7160 - logits_profile_predictions_loss: 394.3866 - logcount_predictions_loss: 0.3331 48/2423 [..............................] - ETA: 22:18 - loss: 400.8816 - logits_profile_predictions_loss: 394.5488 - logcount_predictions_loss: 0.3333 49/2423 [..............................] - ETA: 22:17 - loss: 401.0315 - logits_profile_predictions_loss: 394.6946 - logcount_predictions_loss: 0.3335 50/2423 [..............................] - ETA: 22:16 - loss: 401.1810 - logits_profile_predictions_loss: 394.8395 - logcount_predictions_loss: 0.3338 51/2423 [..............................] - ETA: 22:16 - loss: 401.3289 - logits_profile_predictions_loss: 394.9826 - logcount_predictions_loss: 0.3340 52/2423 [..............................] - ETA: 22:15 - loss: 401.4810 - logits_profile_predictions_loss: 395.1308 - logcount_predictions_loss: 0.3342 53/2423 [..............................] - ETA: 22:15 - loss: 401.6257 - logits_profile_predictions_loss: 395.2720 - logcount_predictions_loss: 0.3344 54/2423 [..............................] - ETA: 22:14 - loss: 401.7686 - logits_profile_predictions_loss: 395.4119 - logcount_predictions_loss: 0.3346 55/2423 [..............................] - ETA: 22:14 - loss: 401.9036 - logits_profile_predictions_loss: 395.5440 - logcount_predictions_loss: 0.3347 56/2423 [..............................] - ETA: 22:13 - loss: 402.0170 - logits_profile_predictions_loss: 395.6548 - logcount_predictions_loss: 0.3349 57/2423 [..............................] - ETA: 22:12 - loss: 402.1367 - logits_profile_predictions_loss: 395.7720 - logcount_predictions_loss: 0.3350 58/2423 [..............................] - ETA: 22:12 - loss: 402.2605 - logits_profile_predictions_loss: 395.8931 - logcount_predictions_loss: 0.3351 59/2423 [..............................] - ETA: 22:11 - loss: 402.3690 - logits_profile_predictions_loss: 395.9990 - logcount_predictions_loss: 0.3353 60/2423 [..............................] - ETA: 22:11 - loss: 402.4785 - logits_profile_predictions_loss: 396.1061 - logcount_predictions_loss: 0.3354 61/2423 [..............................] - ETA: 22:10 - loss: 402.5877 - logits_profile_predictions_loss: 396.2131 - logcount_predictions_loss: 0.3355 62/2423 [..............................] - ETA: 22:10 - loss: 402.6897 - logits_profile_predictions_loss: 396.3123 - logcount_predictions_loss: 0.3357 63/2423 [..............................] - ETA: 22:09 - loss: 402.7799 - logits_profile_predictions_loss: 396.3994 - logcount_predictions_loss: 0.3358 64/2423 [..............................] - ETA: 22:09 - loss: 402.8695 - logits_profile_predictions_loss: 396.4857 - logcount_predictions_loss: 0.3360 65/2423 [..............................] - ETA: 22:08 - loss: 402.9602 - logits_profile_predictions_loss: 396.5732 - logcount_predictions_loss: 0.3362 66/2423 [..............................] - ETA: 22:07 - loss: 403.0496 - logits_profile_predictions_loss: 396.6591 - logcount_predictions_loss: 0.3363 67/2423 [..............................] - ETA: 22:07 - loss: 403.1309 - logits_profile_predictions_loss: 396.7374 - logcount_predictions_loss: 0.3365 68/2423 [..............................] - ETA: 22:06 - loss: 403.2025 - logits_profile_predictions_loss: 396.8062 - logcount_predictions_loss: 0.3366 69/2423 [..............................] - ETA: 22:06 - loss: 403.2854 - logits_profile_predictions_loss: 396.8863 - logcount_predictions_loss: 0.3368 70/2423 [..............................] - ETA: 22:05 - loss: 403.3714 - logits_profile_predictions_loss: 396.9699 - logcount_predictions_loss: 0.3369 71/2423 [..............................] - ETA: 22:05 - loss: 403.4624 - logits_profile_predictions_loss: 397.0585 - logcount_predictions_loss: 0.3370 72/2423 [..............................] - ETA: 22:04 - loss: 403.5550 - logits_profile_predictions_loss: 397.1488 - logcount_predictions_loss: 0.3372 73/2423 [..............................] - ETA: 22:03 - loss: 403.6476 - logits_profile_predictions_loss: 397.2396 - logcount_predictions_loss: 0.3373 74/2423 [..............................] - ETA: 22:03 - loss: 403.7346 - logits_profile_predictions_loss: 397.3247 - logcount_predictions_loss: 0.3374 75/2423 [..............................] - ETA: 22:02 - loss: 403.8174 - logits_profile_predictions_loss: 397.4061 - logcount_predictions_loss: 0.3374 76/2423 [..............................] - ETA: 22:02 - loss: 403.9020 - logits_profile_predictions_loss: 397.4893 - logcount_predictions_loss: 0.3375 77/2423 [..............................] - ETA: 22:01 - loss: 403.9848 - logits_profile_predictions_loss: 397.5708 - logcount_predictions_loss: 0.3376 78/2423 [..............................] - ETA: 22:01 - loss: 404.0641 - logits_profile_predictions_loss: 397.6491 - logcount_predictions_loss: 0.3376 79/2423 [..............................] - ETA: 22:00 - loss: 404.1375 - logits_profile_predictions_loss: 397.7216 - logcount_predictions_loss: 0.3377 80/2423 [..............................] - ETA: 21:59 - loss: 404.2046 - logits_profile_predictions_loss: 397.7877 - logcount_predictions_loss: 0.3377 81/2423 [>.............................] - ETA: 21:59 - loss: 404.2644 - logits_profile_predictions_loss: 397.8465 - logcount_predictions_loss: 0.3378 82/2423 [>.............................] - ETA: 21:58 - loss: 404.3158 - logits_profile_predictions_loss: 397.8969 - logcount_predictions_loss: 0.3378 83/2423 [>.............................] - ETA: 21:58 - loss: 404.3713 - logits_profile_predictions_loss: 397.9511 - logcount_predictions_loss: 0.3379 84/2423 [>.............................] - ETA: 21:57 - loss: 404.4260 - logits_profile_predictions_loss: 398.0044 - logcount_predictions_loss: 0.3380 85/2423 [>.............................] - ETA: 21:57 - loss: 404.4811 - logits_profile_predictions_loss: 398.0580 - logcount_predictions_loss: 0.3381 86/2423 [>.............................] - ETA: 21:56 - loss: 404.5364 - logits_profile_predictions_loss: 398.1115 - logcount_predictions_loss: 0.3382 87/2423 [>.............................] - ETA: 21:55 - loss: 404.5850 - logits_profile_predictions_loss: 398.1584 - logcount_predictions_loss: 0.3382 88/2423 [>.............................] - ETA: 21:55 - loss: 404.6310 - logits_profile_predictions_loss: 398.2027 - logcount_predictions_loss: 0.3383 89/2423 [>.............................] - ETA: 21:54 - loss: 404.6729 - logits_profile_predictions_loss: 398.2431 - logcount_predictions_loss: 0.3384 90/2423 [>.............................] - ETA: 21:54 - loss: 404.7053 - logits_profile_predictions_loss: 398.2738 - logcount_predictions_loss: 0.3385 91/2423 [>.............................] - ETA: 21:53 - loss: 404.7360 - logits_profile_predictions_loss: 398.3028 - logcount_predictions_loss: 0.3386 92/2423 [>.............................] - ETA: 21:53 - loss: 404.7746 - logits_profile_predictions_loss: 398.3393 - logcount_predictions_loss: 0.3387 93/2423 [>.............................] - ETA: 21:52 - loss: 404.8088 - logits_profile_predictions_loss: 398.3717 - logcount_predictions_loss: 0.3388 94/2423 [>.............................] - ETA: 21:52 - loss: 404.8432 - logits_profile_predictions_loss: 398.4040 - logcount_predictions_loss: 0.3389 95/2423 [>.............................] - ETA: 21:51 - loss: 404.8815 - logits_profile_predictions_loss: 398.4402 - logcount_predictions_loss: 0.3390 96/2423 [>.............................] - ETA: 21:50 - loss: 404.9164 - logits_profile_predictions_loss: 398.4731 - logcount_predictions_loss: 0.3391 97/2423 [>.............................] - ETA: 21:50 - loss: 404.9488 - logits_profile_predictions_loss: 398.5039 - logcount_predictions_loss: 0.3392 98/2423 [>.............................] - ETA: 21:49 - loss: 404.9800 - logits_profile_predictions_loss: 398.5332 - logcount_predictions_loss: 0.3393 99/2423 [>.............................] - ETA: 21:49 - loss: 405.0062 - logits_profile_predictions_loss: 398.5575 - logcount_predictions_loss: 0.3394 100/2423 [>.............................] - ETA: 21:48 - loss: 405.0293 - logits_profile_predictions_loss: 398.5784 - logcount_predictions_loss: 0.3395 101/2423 [>.............................] - ETA: 21:48 - loss: 405.0485 - logits_profile_predictions_loss: 398.5958 - logcount_predictions_loss: 0.3396 102/2423 [>.............................] - ETA: 21:47 - loss: 405.0729 - logits_profile_predictions_loss: 398.6184 - logcount_predictions_loss: 0.3397 103/2423 [>.............................] - ETA: 21:46 - loss: 405.0970 - logits_profile_predictions_loss: 398.6407 - logcount_predictions_loss: 0.3398 104/2423 [>.............................] - ETA: 21:46 - loss: 405.1196 - logits_profile_predictions_loss: 398.6613 - logcount_predictions_loss: 0.3399 105/2423 [>.............................] - ETA: 21:45 - loss: 405.1423 - logits_profile_predictions_loss: 398.6820 - logcount_predictions_loss: 0.3400 106/2423 [>.............................] - ETA: 21:45 - loss: 405.1642 - logits_profile_predictions_loss: 398.7018 - logcount_predictions_loss: 0.3401 107/2423 [>.............................] - ETA: 21:44 - loss: 405.1880 - logits_profile_predictions_loss: 398.7233 - logcount_predictions_loss: 0.3402 108/2423 [>.............................] - ETA: 21:44 - loss: 405.2103 - logits_profile_predictions_loss: 398.7435 - logcount_predictions_loss: 0.3404 109/2423 [>.............................] - ETA: 21:43 - loss: 405.2282 - logits_profile_predictions_loss: 398.7595 - logcount_predictions_loss: 0.3405 110/2423 [>.............................] - ETA: 21:43 - loss: 405.2470 - logits_profile_predictions_loss: 398.7763 - logcount_predictions_loss: 0.3406 111/2423 [>.............................] - ETA: 21:42 - loss: 405.2639 - logits_profile_predictions_loss: 398.7912 - logcount_predictions_loss: 0.3407 112/2423 [>.............................] - ETA: 21:41 - loss: 405.2790 - logits_profile_predictions_loss: 398.8044 - logcount_predictions_loss: 0.3408 113/2423 [>.............................] - ETA: 21:41 - loss: 405.2941 - logits_profile_predictions_loss: 398.8177 - logcount_predictions_loss: 0.3409 114/2423 [>.............................] - ETA: 21:40 - loss: 405.3052 - logits_profile_predictions_loss: 398.8270 - logcount_predictions_loss: 0.3410 115/2423 [>.............................] - ETA: 21:40 - loss: 405.3152 - logits_profile_predictions_loss: 398.8353 - logcount_predictions_loss: 0.3410 116/2423 [>.............................] - ETA: 21:39 - loss: 405.3232 - logits_profile_predictions_loss: 398.8417 - logcount_predictions_loss: 0.3411 117/2423 [>.............................] - ETA: 21:39 - loss: 405.3302 - logits_profile_predictions_loss: 398.8471 - logcount_predictions_loss: 0.3412 118/2423 [>.............................] - ETA: 21:38 - loss: 405.3341 - logits_profile_predictions_loss: 398.8496 - logcount_predictions_loss: 0.3413 119/2423 [>.............................] - ETA: 21:37 - loss: 405.3326 - logits_profile_predictions_loss: 398.8465 - logcount_predictions_loss: 0.3414 120/2423 [>.............................] - ETA: 21:37 - loss: 405.3325 - logits_profile_predictions_loss: 398.8450 - logcount_predictions_loss: 0.3414 121/2423 [>.............................] - ETA: 21:36 - loss: 405.3328 - logits_profile_predictions_loss: 398.8440 - logcount_predictions_loss: 0.3415 122/2423 [>.............................] - ETA: 21:36 - loss: 405.3280 - logits_profile_predictions_loss: 398.8379 - logcount_predictions_loss: 0.3416 123/2423 [>.............................] - ETA: 21:35 - loss: 405.3247 - logits_profile_predictions_loss: 398.8335 - logcount_predictions_loss: 0.3416 124/2423 [>.............................] - ETA: 21:35 - loss: 405.3209 - logits_profile_predictions_loss: 398.8287 - logcount_predictions_loss: 0.3417 125/2423 [>.............................] - ETA: 21:34 - loss: 405.3188 - logits_profile_predictions_loss: 398.8257 - logcount_predictions_loss: 0.3417 126/2423 [>.............................] - ETA: 21:34 - loss: 405.3148 - logits_profile_predictions_loss: 398.8208 - logcount_predictions_loss: 0.3418 127/2423 [>.............................] - ETA: 21:33 - loss: 405.3105 - logits_profile_predictions_loss: 398.8156 - logcount_predictions_loss: 0.3418 128/2423 [>.............................] - ETA: 21:32 - loss: 405.3075 - logits_profile_predictions_loss: 398.8118 - logcount_predictions_loss: 0.3419 129/2423 [>.............................] - ETA: 21:32 - loss: 405.3081 - logits_profile_predictions_loss: 398.8116 - logcount_predictions_loss: 0.3419 130/2423 [>.............................] - ETA: 21:31 - loss: 405.3077 - logits_profile_predictions_loss: 398.8104 - logcount_predictions_loss: 0.3420 131/2423 [>.............................] - ETA: 21:31 - loss: 405.3079 - logits_profile_predictions_loss: 398.8100 - logcount_predictions_loss: 0.3420 132/2423 [>.............................] - ETA: 21:30 - loss: 405.3041 - logits_profile_predictions_loss: 398.8055 - logcount_predictions_loss: 0.3420 133/2423 [>.............................] - ETA: 21:30 - loss: 405.2998 - logits_profile_predictions_loss: 398.8006 - logcount_predictions_loss: 0.3421 134/2423 [>.............................] - ETA: 21:29 - loss: 405.2968 - logits_profile_predictions_loss: 398.7968 - logcount_predictions_loss: 0.3421 135/2423 [>.............................] - ETA: 21:28 - loss: 405.2922 - logits_profile_predictions_loss: 398.7913 - logcount_predictions_loss: 0.3422 136/2423 [>.............................] - ETA: 21:28 - loss: 405.2919 - logits_profile_predictions_loss: 398.7903 - logcount_predictions_loss: 0.3422 137/2423 [>.............................] - ETA: 21:27 - loss: 405.2914 - logits_profile_predictions_loss: 398.7890 - logcount_predictions_loss: 0.3422 138/2423 [>.............................] - ETA: 21:27 - loss: 405.2905 - logits_profile_predictions_loss: 398.7874 - logcount_predictions_loss: 0.3423 139/2423 [>.............................] - ETA: 21:26 - loss: 405.2914 - logits_profile_predictions_loss: 398.7876 - logcount_predictions_loss: 0.3423 140/2423 [>.............................] - ETA: 21:26 - loss: 405.2905 - logits_profile_predictions_loss: 398.7862 - logcount_predictions_loss: 0.3423 141/2423 [>.............................] - ETA: 21:25 - loss: 405.2892 - logits_profile_predictions_loss: 398.7844 - logcount_predictions_loss: 0.3424 142/2423 [>.............................] - ETA: 21:25 - loss: 405.2875 - logits_profile_predictions_loss: 398.7820 - logcount_predictions_loss: 0.3424 143/2423 [>.............................] - ETA: 21:24 - loss: 405.2855 - logits_profile_predictions_loss: 398.7794 - logcount_predictions_loss: 0.3424 144/2423 [>.............................] - ETA: 21:23 - loss: 405.2833 - logits_profile_predictions_loss: 398.7765 - logcount_predictions_loss: 0.3425 145/2423 [>.............................] - ETA: 21:23 - loss: 405.2816 - logits_profile_predictions_loss: 398.7742 - logcount_predictions_loss: 0.3425 146/2423 [>.............................] - ETA: 21:23 - loss: 405.2788 - logits_profile_predictions_loss: 398.7707 - logcount_predictions_loss: 0.3425 147/2423 [>.............................] - ETA: 21:22 - loss: 405.2767 - logits_profile_predictions_loss: 398.7678 - logcount_predictions_loss: 0.3426 148/2423 [>.............................] - ETA: 21:21 - loss: 405.2747 - logits_profile_predictions_loss: 398.7652 - logcount_predictions_loss: 0.3426 149/2423 [>.............................] - ETA: 21:21 - loss: 405.2729 - logits_profile_predictions_loss: 398.7627 - logcount_predictions_loss: 0.3426 150/2423 [>.............................] - ETA: 21:20 - loss: 405.2700 - logits_profile_predictions_loss: 398.7590 - logcount_predictions_loss: 0.3427 151/2423 [>.............................] - ETA: 21:20 - loss: 405.2663 - logits_profile_predictions_loss: 398.7545 - logcount_predictions_loss: 0.3427 152/2423 [>.............................] - ETA: 21:19 - loss: 405.2620 - 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[============================>.] - ETA: 30s - loss: 405.1315 - logits_profile_predictions_loss: 398.5417 - logcount_predictions_loss: 0.3468 2370/2423 [============================>.] - ETA: 29s - loss: 405.1319 - logits_profile_predictions_loss: 398.5421 - logcount_predictions_loss: 0.3468 2371/2423 [============================>.] - ETA: 29s - loss: 405.1323 - logits_profile_predictions_loss: 398.5425 - logcount_predictions_loss: 0.3468 2372/2423 [============================>.] - ETA: 28s - loss: 405.1327 - logits_profile_predictions_loss: 398.5429 - logcount_predictions_loss: 0.3468 2373/2423 [============================>.] - ETA: 28s - loss: 405.1331 - logits_profile_predictions_loss: 398.5433 - logcount_predictions_loss: 0.3468 2374/2423 [============================>.] - ETA: 27s - loss: 405.1335 - logits_profile_predictions_loss: 398.5437 - logcount_predictions_loss: 0.3468 2375/2423 [============================>.] - ETA: 27s - loss: 405.1339 - 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[============================>.] - ETA: 23s - loss: 405.1368 - logits_profile_predictions_loss: 398.5469 - logcount_predictions_loss: 0.3468 2383/2423 [============================>.] - ETA: 22s - loss: 405.1372 - logits_profile_predictions_loss: 398.5474 - logcount_predictions_loss: 0.3468 2384/2423 [============================>.] - ETA: 21s - loss: 405.1376 - logits_profile_predictions_loss: 398.5478 - logcount_predictions_loss: 0.3468 2385/2423 [============================>.] - ETA: 21s - loss: 405.1380 - logits_profile_predictions_loss: 398.5482 - logcount_predictions_loss: 0.3468 2386/2423 [============================>.] - ETA: 20s - loss: 405.1385 - logits_profile_predictions_loss: 398.5486 - logcount_predictions_loss: 0.3468 2387/2423 [============================>.] - ETA: 20s - loss: 405.1389 - logits_profile_predictions_loss: 398.5491 - logcount_predictions_loss: 0.3468 2388/2423 [============================>.] - ETA: 19s - loss: 405.1393 - logits_profile_predictions_loss: 398.5495 - logcount_predictions_loss: 0.3468 2389/2423 [============================>.] - ETA: 19s - loss: 405.1397 - logits_profile_predictions_loss: 398.5499 - logcount_predictions_loss: 0.3468 2390/2423 [============================>.] - ETA: 18s - loss: 405.1401 - logits_profile_predictions_loss: 398.5503 - logcount_predictions_loss: 0.3468 2391/2423 [============================>.] - ETA: 18s - loss: 405.1405 - logits_profile_predictions_loss: 398.5507 - logcount_predictions_loss: 0.3468 2392/2423 [============================>.] - ETA: 17s - loss: 405.1410 - logits_profile_predictions_loss: 398.5511 - logcount_predictions_loss: 0.3468 2393/2423 [============================>.] - ETA: 16s - loss: 405.1414 - logits_profile_predictions_loss: 398.5515 - logcount_predictions_loss: 0.3468 2394/2423 [============================>.] - ETA: 16s - loss: 405.1418 - logits_profile_predictions_loss: 398.5519 - logcount_predictions_loss: 0.3468 2395/2423 [============================>.] - ETA: 15s - loss: 405.1421 - logits_profile_predictions_loss: 398.5523 - logcount_predictions_loss: 0.3468 2396/2423 [============================>.] - ETA: 15s - loss: 405.1425 - logits_profile_predictions_loss: 398.5527 - logcount_predictions_loss: 0.3468 2397/2423 [============================>.] - ETA: 14s - loss: 405.1429 - logits_profile_predictions_loss: 398.5531 - logcount_predictions_loss: 0.3468 2398/2423 [============================>.] - ETA: 14s - loss: 405.1433 - logits_profile_predictions_loss: 398.5535 - logcount_predictions_loss: 0.3468 2399/2423 [============================>.] - ETA: 13s - loss: 405.1437 - logits_profile_predictions_loss: 398.5539 - logcount_predictions_loss: 0.3468 2400/2423 [============================>.] - ETA: 12s - loss: 405.1441 - logits_profile_predictions_loss: 398.5543 - logcount_predictions_loss: 0.3468 2401/2423 [============================>.] - ETA: 12s - loss: 405.1445 - logits_profile_predictions_loss: 398.5547 - logcount_predictions_loss: 0.3468 2402/2423 [============================>.] - ETA: 11s - loss: 405.1449 - logits_profile_predictions_loss: 398.5551 - logcount_predictions_loss: 0.3468 2403/2423 [============================>.] - ETA: 11s - loss: 405.1453 - logits_profile_predictions_loss: 398.5555 - logcount_predictions_loss: 0.3468 2404/2423 [============================>.] - ETA: 10s - loss: 405.1457 - logits_profile_predictions_loss: 398.5559 - logcount_predictions_loss: 0.3468 2405/2423 [============================>.] - ETA: 10s - loss: 405.1461 - logits_profile_predictions_loss: 398.5563 - logcount_predictions_loss: 0.3468 2406/2423 [============================>.] - ETA: 9s - loss: 405.1465 - logits_profile_predictions_loss: 398.5567 - logcount_predictions_loss: 0.3468  2407/2423 [============================>.] - ETA: 9s - loss: 405.1469 - logits_profile_predictions_loss: 398.5571 - logcount_predictions_loss: 0.3468 2408/2423 [============================>.] - ETA: 8s - loss: 405.1473 - logits_profile_predictions_loss: 398.5575 - logcount_predictions_loss: 0.3468 2409/2423 [============================>.] - ETA: 7s - loss: 405.1476 - logits_profile_predictions_loss: 398.5578 - logcount_predictions_loss: 0.3468 2410/2423 [============================>.] - ETA: 7s - loss: 405.1480 - logits_profile_predictions_loss: 398.5582 - logcount_predictions_loss: 0.3468 2411/2423 [============================>.] - ETA: 6s - loss: 405.1484 - logits_profile_predictions_loss: 398.5586 - logcount_predictions_loss: 0.3468 2412/2423 [============================>.] - ETA: 6s - loss: 405.1488 - logits_profile_predictions_loss: 398.5590 - logcount_predictions_loss: 0.3468 2413/2423 [============================>.] - ETA: 5s - loss: 405.1492 - logits_profile_predictions_loss: 398.5594 - logcount_predictions_loss: 0.3468 2414/2423 [============================>.] - ETA: 5s - loss: 405.1495 - logits_profile_predictions_loss: 398.5597 - logcount_predictions_loss: 0.3468 2415/2423 [============================>.] - ETA: 4s - loss: 405.1499 - logits_profile_predictions_loss: 398.5601 - logcount_predictions_loss: 0.3468 2416/2423 [============================>.] - ETA: 3s - loss: 405.1503 - logits_profile_predictions_loss: 398.5605 - logcount_predictions_loss: 0.3468 2417/2423 [============================>.] - ETA: 3s - loss: 405.1507 - logits_profile_predictions_loss: 398.5609 - logcount_predictions_loss: 0.3468 2418/2423 [============================>.] - ETA: 2s - loss: 405.1510 - logits_profile_predictions_loss: 398.5612 - logcount_predictions_loss: 0.3468 2419/2423 [============================>.] - ETA: 2s - loss: 405.1514 - logits_profile_predictions_loss: 398.5616 - logcount_predictions_loss: 0.3468 2420/2423 [============================>.] - ETA: 1s - loss: 405.1518 - logits_profile_predictions_loss: 398.5620 - logcount_predictions_loss: 0.3468 2421/2423 [============================>.] - ETA: 1s - loss: 405.1522 - logits_profile_predictions_loss: 398.5624 - logcount_predictions_loss: 0.3468 2422/2423 [============================>.] - ETA: 0s - loss: 405.1525 - logits_profile_predictions_loss: 398.5627 - logcount_predictions_loss: 0.3468 2423/2423 [==============================] - ETA: 0s - loss: 405.1529 - logits_profile_predictions_loss: 398.5631 - logcount_predictions_loss: 0.3468 2423/2423 [==============================] - 1421s 586ms/step - loss: 405.1533 - logits_profile_predictions_loss: 398.5635 - logcount_predictions_loss: 0.3468 - val_loss: 472.6419 - val_logits_profile_predictions_loss: 463.1035 - val_logcount_predictions_loss: 0.5020 Epoch 00012: val_loss did not improve from 471.13126 Epoch 13/50 1/2423 [..............................] - ETA: 23:26 - loss: 418.8932 - logits_profile_predictions_loss: 414.7523 - logcount_predictions_loss: 0.2179 2/2423 [..............................] - ETA: 22:42 - loss: 410.3938 - logits_profile_predictions_loss: 405.7407 - logcount_predictions_loss: 0.2449 3/2423 [..............................] - ETA: 22:42 - loss: 406.5146 - logits_profile_predictions_loss: 401.6591 - logcount_predictions_loss: 0.2556 4/2423 [..............................] - ETA: 22:41 - loss: 405.7254 - logits_profile_predictions_loss: 400.6418 - logcount_predictions_loss: 0.2676 5/2423 [..............................] - ETA: 22:41 - loss: 404.5883 - logits_profile_predictions_loss: 399.3843 - logcount_predictions_loss: 0.2739 6/2423 [..............................] - ETA: 22:40 - loss: 405.1295 - logits_profile_predictions_loss: 399.7928 - logcount_predictions_loss: 0.2809 7/2423 [..............................] - ETA: 22:39 - loss: 406.8089 - logits_profile_predictions_loss: 401.3317 - logcount_predictions_loss: 0.2883 8/2423 [..............................] - ETA: 22:39 - loss: 407.6993 - logits_profile_predictions_loss: 402.1263 - logcount_predictions_loss: 0.2933 9/2423 [..............................] - ETA: 22:38 - loss: 407.8785 - logits_profile_predictions_loss: 402.2265 - logcount_predictions_loss: 0.2975 10/2423 [..............................] - ETA: 22:37 - loss: 408.4208 - logits_profile_predictions_loss: 402.7195 - logcount_predictions_loss: 0.3001 11/2423 [..............................] - ETA: 22:37 - loss: 408.5024 - logits_profile_predictions_loss: 402.7688 - logcount_predictions_loss: 0.3018 12/2423 [..............................] - ETA: 22:36 - loss: 408.3686 - logits_profile_predictions_loss: 402.6108 - logcount_predictions_loss: 0.3030 13/2423 [..............................] - ETA: 22:36 - loss: 408.1862 - logits_profile_predictions_loss: 402.4150 - logcount_predictions_loss: 0.3037 14/2423 [..............................] - ETA: 22:35 - loss: 407.9697 - logits_profile_predictions_loss: 402.1685 - logcount_predictions_loss: 0.3053 15/2423 [..............................] - ETA: 22:35 - loss: 407.6808 - logits_profile_predictions_loss: 401.8597 - logcount_predictions_loss: 0.3064 16/2423 [..............................] - ETA: 22:34 - loss: 407.3293 - logits_profile_predictions_loss: 401.4891 - logcount_predictions_loss: 0.3074 17/2423 [..............................] - ETA: 22:33 - loss: 407.2015 - logits_profile_predictions_loss: 401.3386 - logcount_predictions_loss: 0.3086 18/2423 [..............................] - ETA: 22:33 - loss: 406.9833 - logits_profile_predictions_loss: 401.1085 - logcount_predictions_loss: 0.3092 19/2423 [..............................] - ETA: 22:32 - loss: 406.8703 - logits_profile_predictions_loss: 400.9843 - logcount_predictions_loss: 0.3098 20/2423 [..............................] - ETA: 22:32 - loss: 406.6193 - logits_profile_predictions_loss: 400.7244 - logcount_predictions_loss: 0.3103 21/2423 [..............................] - ETA: 22:31 - loss: 406.4078 - logits_profile_predictions_loss: 400.5070 - logcount_predictions_loss: 0.3106 22/2423 [..............................] - ETA: 22:31 - loss: 406.2026 - logits_profile_predictions_loss: 400.2970 - logcount_predictions_loss: 0.3108 23/2423 [..............................] - ETA: 22:30 - loss: 406.0952 - logits_profile_predictions_loss: 400.1856 - logcount_predictions_loss: 0.3110 24/2423 [..............................] - ETA: 22:29 - loss: 406.0445 - logits_profile_predictions_loss: 400.1324 - logcount_predictions_loss: 0.3112 25/2423 [..............................] - ETA: 22:29 - loss: 405.9669 - logits_profile_predictions_loss: 400.0528 - logcount_predictions_loss: 0.3113 26/2423 [..............................] - ETA: 22:28 - loss: 405.9560 - logits_profile_predictions_loss: 400.0417 - logcount_predictions_loss: 0.3113 27/2423 [..............................] - ETA: 22:28 - loss: 405.8757 - logits_profile_predictions_loss: 399.9629 - logcount_predictions_loss: 0.3112 28/2423 [..............................] - ETA: 22:27 - loss: 405.9109 - logits_profile_predictions_loss: 399.9988 - logcount_predictions_loss: 0.3112 29/2423 [..............................] - ETA: 22:27 - loss: 405.8923 - logits_profile_predictions_loss: 399.9818 - logcount_predictions_loss: 0.3111 30/2423 [..............................] - ETA: 22:26 - loss: 405.8693 - logits_profile_predictions_loss: 399.9597 - logcount_predictions_loss: 0.3110 31/2423 [..............................] - ETA: 22:25 - loss: 405.7944 - logits_profile_predictions_loss: 399.8856 - logcount_predictions_loss: 0.3110 32/2423 [..............................] - ETA: 22:25 - loss: 405.7765 - logits_profile_predictions_loss: 399.8697 - logcount_predictions_loss: 0.3109 33/2423 [..............................] - ETA: 22:24 - loss: 405.7804 - logits_profile_predictions_loss: 399.8750 - logcount_predictions_loss: 0.3108 34/2423 [..............................] - ETA: 22:24 - loss: 405.7842 - logits_profile_predictions_loss: 399.8799 - logcount_predictions_loss: 0.3108 35/2423 [..............................] - ETA: 22:23 - loss: 405.8341 - logits_profile_predictions_loss: 399.9289 - logcount_predictions_loss: 0.3108 36/2423 [..............................] - ETA: 22:23 - loss: 405.8840 - logits_profile_predictions_loss: 399.9777 - logcount_predictions_loss: 0.3109 37/2423 [..............................] - ETA: 22:22 - loss: 405.9123 - logits_profile_predictions_loss: 400.0044 - logcount_predictions_loss: 0.3109 38/2423 [..............................] - ETA: 22:22 - loss: 405.9805 - logits_profile_predictions_loss: 400.0721 - logcount_predictions_loss: 0.3110 39/2423 [..............................] - ETA: 22:21 - loss: 406.0292 - logits_profile_predictions_loss: 400.1203 - logcount_predictions_loss: 0.3110 40/2423 [..............................] - ETA: 22:20 - loss: 406.0786 - logits_profile_predictions_loss: 400.1697 - logcount_predictions_loss: 0.3110 41/2423 [..............................] - ETA: 22:20 - loss: 406.1132 - logits_profile_predictions_loss: 400.2048 - logcount_predictions_loss: 0.3110 42/2423 [..............................] - ETA: 22:19 - loss: 406.1293 - logits_profile_predictions_loss: 400.2223 - logcount_predictions_loss: 0.3109 43/2423 [..............................] - ETA: 22:19 - loss: 406.1402 - logits_profile_predictions_loss: 400.2352 - logcount_predictions_loss: 0.3108 44/2423 [..............................] - ETA: 22:18 - loss: 406.1535 - logits_profile_predictions_loss: 400.2509 - logcount_predictions_loss: 0.3107 45/2423 [..............................] - ETA: 22:18 - loss: 406.1623 - logits_profile_predictions_loss: 400.2624 - logcount_predictions_loss: 0.3105 46/2423 [..............................] - ETA: 22:17 - loss: 406.1874 - logits_profile_predictions_loss: 400.2902 - logcount_predictions_loss: 0.3104 47/2423 [..............................] - ETA: 22:17 - loss: 406.2318 - logits_profile_predictions_loss: 400.3380 - logcount_predictions_loss: 0.3102 48/2423 [..............................] - ETA: 22:17 - loss: 406.2796 - logits_profile_predictions_loss: 400.3891 - logcount_predictions_loss: 0.3100 49/2423 [..............................] - ETA: 22:16 - loss: 406.3209 - logits_profile_predictions_loss: 400.4340 - logcount_predictions_loss: 0.3098 50/2423 [..............................] - ETA: 22:15 - loss: 406.3427 - logits_profile_predictions_loss: 400.4591 - logcount_predictions_loss: 0.3097 51/2423 [..............................] - ETA: 22:15 - loss: 406.3604 - logits_profile_predictions_loss: 400.4794 - logcount_predictions_loss: 0.3095 52/2423 [..............................] - ETA: 22:14 - loss: 406.3588 - logits_profile_predictions_loss: 400.4802 - logcount_predictions_loss: 0.3094 53/2423 [..............................] - ETA: 22:14 - loss: 406.3557 - logits_profile_predictions_loss: 400.4794 - logcount_predictions_loss: 0.3093 54/2423 [..............................] - ETA: 22:13 - loss: 406.3628 - logits_profile_predictions_loss: 400.4881 - logcount_predictions_loss: 0.3092 55/2423 [..............................] - ETA: 22:13 - loss: 406.3657 - logits_profile_predictions_loss: 400.4931 - logcount_predictions_loss: 0.3091 56/2423 [..............................] - ETA: 22:12 - loss: 406.3644 - logits_profile_predictions_loss: 400.4938 - logcount_predictions_loss: 0.3090 57/2423 [..............................] - ETA: 22:11 - loss: 406.3617 - logits_profile_predictions_loss: 400.4932 - logcount_predictions_loss: 0.3089 58/2423 [..............................] - ETA: 22:11 - loss: 406.3528 - logits_profile_predictions_loss: 400.4867 - logcount_predictions_loss: 0.3087 59/2423 [..............................] - ETA: 22:10 - loss: 406.3452 - logits_profile_predictions_loss: 400.4820 - logcount_predictions_loss: 0.3086 60/2423 [..............................] - ETA: 22:10 - loss: 406.3314 - logits_profile_predictions_loss: 400.4709 - logcount_predictions_loss: 0.3084 61/2423 [..............................] - ETA: 22:09 - loss: 406.3176 - logits_profile_predictions_loss: 400.4598 - logcount_predictions_loss: 0.3083 62/2423 [..............................] - ETA: 22:09 - loss: 406.3098 - logits_profile_predictions_loss: 400.4548 - logcount_predictions_loss: 0.3082 63/2423 [..............................] - ETA: 22:08 - loss: 406.3135 - logits_profile_predictions_loss: 400.4615 - logcount_predictions_loss: 0.3080 64/2423 [..............................] - ETA: 22:07 - loss: 406.3143 - logits_profile_predictions_loss: 400.4650 - logcount_predictions_loss: 0.3079 65/2423 [..............................] - ETA: 22:07 - loss: 406.3080 - logits_profile_predictions_loss: 400.4614 - logcount_predictions_loss: 0.3077 66/2423 [..............................] - ETA: 22:06 - loss: 406.3123 - logits_profile_predictions_loss: 400.4684 - logcount_predictions_loss: 0.3076 67/2423 [..............................] - ETA: 22:06 - loss: 406.3147 - logits_profile_predictions_loss: 400.4734 - logcount_predictions_loss: 0.3074 68/2423 [..............................] - ETA: 22:05 - loss: 406.3189 - logits_profile_predictions_loss: 400.4804 - logcount_predictions_loss: 0.3073 69/2423 [..............................] - ETA: 22:05 - loss: 406.3174 - logits_profile_predictions_loss: 400.4814 - logcount_predictions_loss: 0.3072 70/2423 [..............................] - ETA: 22:04 - loss: 406.3103 - logits_profile_predictions_loss: 400.4769 - logcount_predictions_loss: 0.3070 71/2423 [..............................] - ETA: 22:03 - loss: 406.2939 - logits_profile_predictions_loss: 400.4631 - logcount_predictions_loss: 0.3069 72/2423 [..............................] - ETA: 22:03 - loss: 406.2698 - logits_profile_predictions_loss: 400.4417 - logcount_predictions_loss: 0.3067 73/2423 [..............................] - ETA: 22:02 - loss: 406.2467 - logits_profile_predictions_loss: 400.4211 - logcount_predictions_loss: 0.3066 74/2423 [..............................] - ETA: 22:02 - loss: 406.2286 - logits_profile_predictions_loss: 400.4053 - logcount_predictions_loss: 0.3065 75/2423 [..............................] - ETA: 22:01 - loss: 406.2174 - logits_profile_predictions_loss: 400.3963 - logcount_predictions_loss: 0.3064 76/2423 [..............................] - ETA: 22:01 - loss: 406.2103 - logits_profile_predictions_loss: 400.3911 - logcount_predictions_loss: 0.3063 77/2423 [..............................] - ETA: 22:00 - loss: 406.2097 - logits_profile_predictions_loss: 400.3926 - logcount_predictions_loss: 0.3062 78/2423 [..............................] - ETA: 21:59 - loss: 406.2033 - logits_profile_predictions_loss: 400.3882 - logcount_predictions_loss: 0.3061 79/2423 [..............................] - ETA: 21:59 - loss: 406.1920 - logits_profile_predictions_loss: 400.3790 - logcount_predictions_loss: 0.3060 80/2423 [..............................] - ETA: 21:58 - loss: 406.1807 - logits_profile_predictions_loss: 400.3697 - logcount_predictions_loss: 0.3058 81/2423 [>.............................] - ETA: 21:58 - loss: 406.1596 - logits_profile_predictions_loss: 400.3505 - logcount_predictions_loss: 0.3057 82/2423 [>.............................] - ETA: 21:57 - loss: 406.1318 - logits_profile_predictions_loss: 400.3246 - logcount_predictions_loss: 0.3056 83/2423 [>.............................] - ETA: 21:57 - loss: 406.1040 - logits_profile_predictions_loss: 400.2987 - logcount_predictions_loss: 0.3055 84/2423 [>.............................] - ETA: 21:56 - loss: 406.0727 - logits_profile_predictions_loss: 400.2691 - logcount_predictions_loss: 0.3055 85/2423 [>.............................] - ETA: 21:55 - loss: 406.0406 - logits_profile_predictions_loss: 400.2387 - logcount_predictions_loss: 0.3054 86/2423 [>.............................] - ETA: 21:55 - loss: 406.0076 - logits_profile_predictions_loss: 400.2076 - logcount_predictions_loss: 0.3053 87/2423 [>.............................] - ETA: 21:54 - loss: 405.9745 - 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[===>..........................] - ETA: 19:02 - loss: 401.7583 - logits_profile_predictions_loss: 396.1387 - logcount_predictions_loss: 0.2958 394/2423 [===>..........................] - ETA: 19:02 - loss: 401.7539 - logits_profile_predictions_loss: 396.1345 - logcount_predictions_loss: 0.2957 395/2423 [===>..........................] - ETA: 19:01 - loss: 401.7494 - logits_profile_predictions_loss: 396.1303 - logcount_predictions_loss: 0.2957 396/2423 [===>..........................] - ETA: 19:01 - loss: 401.7447 - logits_profile_predictions_loss: 396.1260 - logcount_predictions_loss: 0.2957 397/2423 [===>..........................] - ETA: 19:00 - loss: 401.7400 - logits_profile_predictions_loss: 396.1216 - logcount_predictions_loss: 0.2957 398/2423 [===>..........................] - ETA: 19:00 - loss: 401.7357 - logits_profile_predictions_loss: 396.1176 - logcount_predictions_loss: 0.2957 399/2423 [===>..........................] - ETA: 18:59 - loss: 401.7314 - 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[====>.........................] - ETA: 18:55 - loss: 401.7010 - logits_profile_predictions_loss: 396.0853 - logcount_predictions_loss: 0.2956 407/2423 [====>.........................] - ETA: 18:55 - loss: 401.6968 - logits_profile_predictions_loss: 396.0815 - logcount_predictions_loss: 0.2955 408/2423 [====>.........................] - ETA: 18:54 - loss: 401.6930 - logits_profile_predictions_loss: 396.0780 - logcount_predictions_loss: 0.2955 409/2423 [====>.........................] - ETA: 18:53 - loss: 401.6892 - logits_profile_predictions_loss: 396.0744 - logcount_predictions_loss: 0.2955 410/2423 [====>.........................] - ETA: 18:53 - loss: 401.6853 - logits_profile_predictions_loss: 396.0708 - logcount_predictions_loss: 0.2955 411/2423 [====>.........................] - ETA: 18:52 - loss: 401.6814 - logits_profile_predictions_loss: 396.0672 - logcount_predictions_loss: 0.2955 412/2423 [====>.........................] - ETA: 18:52 - loss: 401.6775 - 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[====>.........................] - ETA: 18:48 - loss: 401.6496 - logits_profile_predictions_loss: 396.0378 - logcount_predictions_loss: 0.2953 420/2423 [====>.........................] - ETA: 18:47 - loss: 401.6457 - logits_profile_predictions_loss: 396.0343 - logcount_predictions_loss: 0.2953 421/2423 [====>.........................] - ETA: 18:47 - loss: 401.6420 - logits_profile_predictions_loss: 396.0308 - logcount_predictions_loss: 0.2953 422/2423 [====>.........................] - ETA: 18:46 - loss: 401.6382 - logits_profile_predictions_loss: 396.0273 - logcount_predictions_loss: 0.2953 423/2423 [====>.........................] - ETA: 18:46 - loss: 401.6347 - logits_profile_predictions_loss: 396.0241 - logcount_predictions_loss: 0.2953 424/2423 [====>.........................] - ETA: 18:45 - loss: 401.6315 - logits_profile_predictions_loss: 396.0212 - logcount_predictions_loss: 0.2953 425/2423 [====>.........................] - ETA: 18:45 - loss: 401.6283 - 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[====>.........................] - ETA: 18:41 - loss: 401.6044 - logits_profile_predictions_loss: 395.9963 - logcount_predictions_loss: 0.2952 433/2423 [====>.........................] - ETA: 18:40 - loss: 401.6009 - logits_profile_predictions_loss: 395.9931 - logcount_predictions_loss: 0.2951 434/2423 [====>.........................] - ETA: 18:39 - loss: 401.5975 - logits_profile_predictions_loss: 395.9900 - logcount_predictions_loss: 0.2951 435/2423 [====>.........................] - ETA: 18:39 - loss: 401.5945 - logits_profile_predictions_loss: 395.9873 - logcount_predictions_loss: 0.2951 436/2423 [====>.........................] - ETA: 18:38 - loss: 401.5915 - logits_profile_predictions_loss: 395.9846 - logcount_predictions_loss: 0.2951 437/2423 [====>.........................] - ETA: 18:38 - loss: 401.5885 - logits_profile_predictions_loss: 395.9818 - logcount_predictions_loss: 0.2951 438/2423 [====>.........................] - ETA: 18:37 - loss: 401.5853 - 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[====>.........................] - ETA: 18:33 - loss: 401.5618 - logits_profile_predictions_loss: 395.9573 - logcount_predictions_loss: 0.2950 446/2423 [====>.........................] - ETA: 18:33 - loss: 401.5588 - logits_profile_predictions_loss: 395.9546 - logcount_predictions_loss: 0.2950 447/2423 [====>.........................] - ETA: 18:32 - loss: 401.5558 - logits_profile_predictions_loss: 395.9518 - logcount_predictions_loss: 0.2949 448/2423 [====>.........................] - ETA: 18:32 - loss: 401.5526 - logits_profile_predictions_loss: 395.9490 - logcount_predictions_loss: 0.2949 449/2423 [====>.........................] - ETA: 18:31 - loss: 401.5494 - logits_profile_predictions_loss: 395.9460 - logcount_predictions_loss: 0.2949 450/2423 [====>.........................] - ETA: 18:30 - loss: 401.5461 - logits_profile_predictions_loss: 395.9429 - logcount_predictions_loss: 0.2949 451/2423 [====>.........................] - ETA: 18:30 - loss: 401.5428 - 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[====>.........................] - ETA: 18:26 - loss: 401.5196 - logits_profile_predictions_loss: 395.9186 - logcount_predictions_loss: 0.2948 459/2423 [====>.........................] - ETA: 18:25 - loss: 401.5165 - logits_profile_predictions_loss: 395.9157 - logcount_predictions_loss: 0.2948 460/2423 [====>.........................] - ETA: 18:25 - loss: 401.5135 - logits_profile_predictions_loss: 395.9131 - logcount_predictions_loss: 0.2948 461/2423 [====>.........................] - ETA: 18:24 - loss: 401.5105 - logits_profile_predictions_loss: 395.9103 - logcount_predictions_loss: 0.2947 462/2423 [====>.........................] - ETA: 18:24 - loss: 401.5076 - logits_profile_predictions_loss: 395.9076 - logcount_predictions_loss: 0.2947 463/2423 [====>.........................] - ETA: 18:23 - loss: 401.5047 - logits_profile_predictions_loss: 395.9050 - logcount_predictions_loss: 0.2947 464/2423 [====>.........................] - ETA: 18:23 - loss: 401.5020 - 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[====>.........................] - ETA: 18:19 - loss: 401.4811 - logits_profile_predictions_loss: 395.8835 - logcount_predictions_loss: 0.2946 472/2423 [====>.........................] - ETA: 18:18 - loss: 401.4779 - logits_profile_predictions_loss: 395.8806 - logcount_predictions_loss: 0.2946 473/2423 [====>.........................] - ETA: 18:17 - loss: 401.4746 - logits_profile_predictions_loss: 395.8776 - logcount_predictions_loss: 0.2946 474/2423 [====>.........................] - ETA: 18:17 - loss: 401.4714 - logits_profile_predictions_loss: 395.8746 - logcount_predictions_loss: 0.2946 475/2423 [====>.........................] - ETA: 18:16 - loss: 401.4681 - logits_profile_predictions_loss: 395.8716 - logcount_predictions_loss: 0.2945 476/2423 [====>.........................] - ETA: 18:16 - loss: 401.4647 - logits_profile_predictions_loss: 395.8684 - logcount_predictions_loss: 0.2945 477/2423 [====>.........................] - ETA: 18:15 - loss: 401.4616 - 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[====>.........................] - ETA: 18:11 - loss: 401.4387 - logits_profile_predictions_loss: 395.8446 - logcount_predictions_loss: 0.2944 485/2423 [=====>........................] - ETA: 18:11 - loss: 401.4353 - logits_profile_predictions_loss: 395.8415 - logcount_predictions_loss: 0.2944 486/2423 [=====>........................] - ETA: 18:10 - loss: 401.4317 - logits_profile_predictions_loss: 395.8382 - logcount_predictions_loss: 0.2944 487/2423 [=====>........................] - ETA: 18:10 - loss: 401.4284 - logits_profile_predictions_loss: 395.8351 - logcount_predictions_loss: 0.2944 488/2423 [=====>........................] - ETA: 18:09 - loss: 401.4250 - logits_profile_predictions_loss: 395.8320 - logcount_predictions_loss: 0.2944 489/2423 [=====>........................] - ETA: 18:08 - loss: 401.4215 - logits_profile_predictions_loss: 395.8287 - logcount_predictions_loss: 0.2943 490/2423 [=====>........................] - ETA: 18:08 - loss: 401.4180 - 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[============================>.] - ETA: 8s - loss: 400.8149 - logits_profile_predictions_loss: 395.4006 - logcount_predictions_loss: 0.2850 2409/2423 [============================>.] - ETA: 7s - loss: 400.8147 - logits_profile_predictions_loss: 395.4004 - logcount_predictions_loss: 0.2850 2410/2423 [============================>.] - ETA: 7s - loss: 400.8146 - logits_profile_predictions_loss: 395.4003 - logcount_predictions_loss: 0.2850 2411/2423 [============================>.] - ETA: 6s - loss: 400.8144 - logits_profile_predictions_loss: 395.4002 - logcount_predictions_loss: 0.2849 2412/2423 [============================>.] - ETA: 6s - loss: 400.8142 - logits_profile_predictions_loss: 395.4001 - logcount_predictions_loss: 0.2849 2413/2423 [============================>.] - ETA: 5s - loss: 400.8141 - logits_profile_predictions_loss: 395.4000 - logcount_predictions_loss: 0.2849 2414/2423 [============================>.] - ETA: 5s - loss: 400.8139 - logits_profile_predictions_loss: 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loss: 400.8127 - logits_profile_predictions_loss: 395.3991 - logcount_predictions_loss: 0.2849 2422/2423 [============================>.] - ETA: 0s - loss: 400.8126 - logits_profile_predictions_loss: 395.3990 - logcount_predictions_loss: 0.2849 2423/2423 [==============================] - ETA: 0s - loss: 400.8124 - logits_profile_predictions_loss: 395.3989 - logcount_predictions_loss: 0.2849 2423/2423 [==============================] - 1419s 586ms/step - loss: 400.8122 - logits_profile_predictions_loss: 395.3988 - logcount_predictions_loss: 0.2849 - val_loss: 472.4111 - val_logits_profile_predictions_loss: 462.2067 - val_logcount_predictions_loss: 0.5371 Epoch 00013: val_loss did not improve from 471.13126 Epoch 14/50 1/2423 [..............................] - ETA: 23:25 - loss: 432.1817 - logits_profile_predictions_loss: 424.2685 - logcount_predictions_loss: 0.4165 2/2423 [..............................] - ETA: 22:44 - loss: 416.4305 - logits_profile_predictions_loss: 409.0934 - 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[====>.........................] - ETA: 18:57 - loss: 399.9322 - logits_profile_predictions_loss: 395.0657 - logcount_predictions_loss: 0.2561 407/2423 [====>.........................] - ETA: 18:56 - loss: 399.9265 - logits_profile_predictions_loss: 395.0602 - logcount_predictions_loss: 0.2561 408/2423 [====>.........................] - ETA: 18:56 - loss: 399.9208 - logits_profile_predictions_loss: 395.0548 - logcount_predictions_loss: 0.2561 409/2423 [====>.........................] - ETA: 18:55 - loss: 399.9154 - logits_profile_predictions_loss: 395.0497 - logcount_predictions_loss: 0.2561 410/2423 [====>.........................] - ETA: 18:55 - loss: 399.9101 - logits_profile_predictions_loss: 395.0446 - logcount_predictions_loss: 0.2561 411/2423 [====>.........................] - ETA: 18:54 - loss: 399.9049 - logits_profile_predictions_loss: 395.0396 - logcount_predictions_loss: 0.2561 412/2423 [====>.........................] - ETA: 18:53 - loss: 399.8996 - 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[====>.........................] - ETA: 18:49 - loss: 399.8625 - logits_profile_predictions_loss: 394.9990 - logcount_predictions_loss: 0.2560 420/2423 [====>.........................] - ETA: 18:49 - loss: 399.8571 - logits_profile_predictions_loss: 394.9939 - logcount_predictions_loss: 0.2560 421/2423 [====>.........................] - ETA: 18:48 - loss: 399.8516 - logits_profile_predictions_loss: 394.9885 - logcount_predictions_loss: 0.2559 422/2423 [====>.........................] - ETA: 18:48 - loss: 399.8459 - logits_profile_predictions_loss: 394.9831 - logcount_predictions_loss: 0.2559 423/2423 [====>.........................] - ETA: 18:47 - loss: 399.8405 - logits_profile_predictions_loss: 394.9779 - logcount_predictions_loss: 0.2559 424/2423 [====>.........................] - ETA: 18:47 - loss: 399.8349 - logits_profile_predictions_loss: 394.9725 - logcount_predictions_loss: 0.2559 425/2423 [====>.........................] - ETA: 18:46 - loss: 399.8295 - 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[====>.........................] - ETA: 18:13 - loss: 399.5410 - logits_profile_predictions_loss: 394.6891 - logcount_predictions_loss: 0.2554 485/2423 [=====>........................] - ETA: 18:12 - loss: 399.5363 - logits_profile_predictions_loss: 394.6847 - logcount_predictions_loss: 0.2553 486/2423 [=====>........................] - ETA: 18:12 - loss: 399.5315 - logits_profile_predictions_loss: 394.6801 - logcount_predictions_loss: 0.2553 487/2423 [=====>........................] - ETA: 18:11 - loss: 399.5268 - logits_profile_predictions_loss: 394.6755 - logcount_predictions_loss: 0.2553 488/2423 [=====>........................] - ETA: 18:11 - loss: 399.5221 - logits_profile_predictions_loss: 394.6710 - logcount_predictions_loss: 0.2553 489/2423 [=====>........................] - ETA: 18:10 - loss: 399.5176 - logits_profile_predictions_loss: 394.6667 - logcount_predictions_loss: 0.2553 490/2423 [=====>........................] - ETA: 18:09 - loss: 399.5132 - 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[============================>.] - ETA: 23s - loss: 398.0981 - logits_profile_predictions_loss: 393.3043 - logcount_predictions_loss: 0.2523 2383/2423 [============================>.] - ETA: 22s - loss: 398.0980 - logits_profile_predictions_loss: 393.3041 - logcount_predictions_loss: 0.2523 2384/2423 [============================>.] - ETA: 21s - loss: 398.0978 - logits_profile_predictions_loss: 393.3039 - logcount_predictions_loss: 0.2523 2385/2423 [============================>.] - ETA: 21s - loss: 398.0976 - logits_profile_predictions_loss: 393.3038 - logcount_predictions_loss: 0.2523 2386/2423 [============================>.] - ETA: 20s - loss: 398.0974 - logits_profile_predictions_loss: 393.3036 - logcount_predictions_loss: 0.2523 2387/2423 [============================>.] - ETA: 20s - loss: 398.0973 - logits_profile_predictions_loss: 393.3035 - logcount_predictions_loss: 0.2523 2388/2423 [============================>.] - ETA: 19s - loss: 398.0971 - 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[============================>.] - ETA: 15s - loss: 398.0958 - logits_profile_predictions_loss: 393.3021 - logcount_predictions_loss: 0.2523 2396/2423 [============================>.] - ETA: 15s - loss: 398.0956 - logits_profile_predictions_loss: 393.3019 - logcount_predictions_loss: 0.2523 2397/2423 [============================>.] - ETA: 14s - loss: 398.0954 - logits_profile_predictions_loss: 393.3017 - logcount_predictions_loss: 0.2523 2398/2423 [============================>.] - ETA: 14s - loss: 398.0951 - logits_profile_predictions_loss: 393.3015 - logcount_predictions_loss: 0.2523 2399/2423 [============================>.] - ETA: 13s - loss: 398.0949 - logits_profile_predictions_loss: 393.3014 - logcount_predictions_loss: 0.2523 2400/2423 [============================>.] - ETA: 12s - loss: 398.0947 - logits_profile_predictions_loss: 393.3012 - logcount_predictions_loss: 0.2523 2401/2423 [============================>.] - ETA: 12s - loss: 398.0945 - 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[============================>.] - ETA: 8s - loss: 398.0932 - logits_profile_predictions_loss: 393.2997 - logcount_predictions_loss: 0.2523 2409/2423 [============================>.] - ETA: 7s - loss: 398.0930 - logits_profile_predictions_loss: 393.2996 - logcount_predictions_loss: 0.2523 2410/2423 [============================>.] - ETA: 7s - loss: 398.0928 - logits_profile_predictions_loss: 393.2994 - logcount_predictions_loss: 0.2523 2411/2423 [============================>.] - ETA: 6s - loss: 398.0926 - logits_profile_predictions_loss: 393.2992 - logcount_predictions_loss: 0.2523 2412/2423 [============================>.] - ETA: 6s - loss: 398.0925 - logits_profile_predictions_loss: 393.2991 - logcount_predictions_loss: 0.2523 2413/2423 [============================>.] - ETA: 5s - loss: 398.0923 - logits_profile_predictions_loss: 393.2989 - logcount_predictions_loss: 0.2523 2414/2423 [============================>.] - ETA: 5s - loss: 398.0921 - logits_profile_predictions_loss: 393.2988 - logcount_predictions_loss: 0.2523 2415/2423 [============================>.] - ETA: 4s - loss: 398.0919 - logits_profile_predictions_loss: 393.2986 - logcount_predictions_loss: 0.2523 2416/2423 [============================>.] - ETA: 3s - loss: 398.0918 - logits_profile_predictions_loss: 393.2984 - logcount_predictions_loss: 0.2523 2417/2423 [============================>.] - ETA: 3s - loss: 398.0916 - logits_profile_predictions_loss: 393.2983 - logcount_predictions_loss: 0.2523 2418/2423 [============================>.] - ETA: 2s - loss: 398.0914 - logits_profile_predictions_loss: 393.2981 - logcount_predictions_loss: 0.2523 2419/2423 [============================>.] - ETA: 2s - loss: 398.0913 - logits_profile_predictions_loss: 393.2980 - logcount_predictions_loss: 0.2523 2420/2423 [============================>.] - ETA: 1s - loss: 398.0911 - logits_profile_predictions_loss: 393.2979 - logcount_predictions_loss: 0.2523 2421/2423 [============================>.] - ETA: 1s - loss: 398.0909 - logits_profile_predictions_loss: 393.2977 - logcount_predictions_loss: 0.2523 2422/2423 [============================>.] - ETA: 0s - loss: 398.0908 - logits_profile_predictions_loss: 393.2976 - logcount_predictions_loss: 0.2523 2423/2423 [==============================] - ETA: 0s - loss: 398.0906 - logits_profile_predictions_loss: 393.2974 - logcount_predictions_loss: 0.2523 2423/2423 [==============================] - 1421s 587ms/step - loss: 398.0904 - logits_profile_predictions_loss: 393.2973 - logcount_predictions_loss: 0.2523 - val_loss: 470.9487 - val_logits_profile_predictions_loss: 461.5773 - val_logcount_predictions_loss: 0.4932 Epoch 00014: val_loss improved from 471.13126 to 470.94873, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR524CPZ//chrombpnet_model_feb15_fold_1/chrombpnet.h5 Epoch 15/50 1/2423 [..............................] - ETA: 23:28 - loss: 408.4186 - logits_profile_predictions_loss: 402.4557 - logcount_predictions_loss: 0.3138 2/2423 [..............................] - ETA: 22:45 - loss: 403.8909 - logits_profile_predictions_loss: 398.5698 - logcount_predictions_loss: 0.2801 3/2423 [..............................] - ETA: 22:43 - loss: 399.7145 - logits_profile_predictions_loss: 394.5812 - logcount_predictions_loss: 0.2702 4/2423 [..............................] - ETA: 22:42 - loss: 395.3623 - logits_profile_predictions_loss: 390.4161 - logcount_predictions_loss: 0.2603 5/2423 [..............................] - ETA: 22:42 - loss: 393.8419 - logits_profile_predictions_loss: 388.9492 - logcount_predictions_loss: 0.2575 6/2423 [..............................] - ETA: 22:41 - loss: 393.0804 - logits_profile_predictions_loss: 388.2158 - logcount_predictions_loss: 0.2560 7/2423 [..............................] - ETA: 22:41 - loss: 392.5285 - logits_profile_predictions_loss: 387.7211 - logcount_predictions_loss: 0.2530 8/2423 [..............................] - ETA: 22:40 - loss: 391.8857 - logits_profile_predictions_loss: 387.0891 - logcount_predictions_loss: 0.2525 9/2423 [..............................] - ETA: 22:40 - loss: 392.3019 - logits_profile_predictions_loss: 387.5362 - logcount_predictions_loss: 0.2508 10/2423 [..............................] - ETA: 22:39 - loss: 393.1781 - logits_profile_predictions_loss: 388.4405 - logcount_predictions_loss: 0.2493 11/2423 [..............................] - ETA: 22:39 - loss: 393.8416 - logits_profile_predictions_loss: 389.1255 - logcount_predictions_loss: 0.2482 12/2423 [..............................] - ETA: 22:38 - loss: 394.2876 - logits_profile_predictions_loss: 389.5886 - logcount_predictions_loss: 0.2473 13/2423 [..............................] - ETA: 22:37 - loss: 394.4666 - logits_profile_predictions_loss: 389.7863 - logcount_predictions_loss: 0.2463 14/2423 [..............................] - ETA: 22:37 - loss: 394.8926 - logits_profile_predictions_loss: 390.2303 - logcount_predictions_loss: 0.2454 15/2423 [..............................] - ETA: 22:36 - loss: 395.2353 - logits_profile_predictions_loss: 390.5894 - logcount_predictions_loss: 0.2445 16/2423 [..............................] - ETA: 22:36 - loss: 395.4832 - logits_profile_predictions_loss: 390.8526 - logcount_predictions_loss: 0.2437 17/2423 [..............................] - ETA: 22:35 - loss: 395.6543 - logits_profile_predictions_loss: 391.0396 - logcount_predictions_loss: 0.2429 18/2423 [..............................] - ETA: 22:35 - loss: 395.7295 - logits_profile_predictions_loss: 391.1262 - logcount_predictions_loss: 0.2423 19/2423 [..............................] - ETA: 22:34 - loss: 395.7554 - logits_profile_predictions_loss: 391.1649 - logcount_predictions_loss: 0.2416 20/2423 [..............................] - ETA: 22:34 - loss: 395.8313 - logits_profile_predictions_loss: 391.2490 - logcount_predictions_loss: 0.2412 21/2423 [..............................] - ETA: 22:33 - loss: 395.8590 - logits_profile_predictions_loss: 391.2849 - logcount_predictions_loss: 0.2407 22/2423 [..............................] - ETA: 22:32 - loss: 395.8729 - logits_profile_predictions_loss: 391.3070 - logcount_predictions_loss: 0.2403 23/2423 [..............................] - ETA: 22:32 - loss: 395.9197 - logits_profile_predictions_loss: 391.3643 - logcount_predictions_loss: 0.2398 24/2423 [..............................] - ETA: 22:31 - loss: 395.9102 - logits_profile_predictions_loss: 391.3604 - logcount_predictions_loss: 0.2395 25/2423 [..............................] - ETA: 22:31 - loss: 395.8759 - logits_profile_predictions_loss: 391.3318 - logcount_predictions_loss: 0.2392 26/2423 [..............................] - ETA: 22:30 - loss: 395.8534 - logits_profile_predictions_loss: 391.3124 - logcount_predictions_loss: 0.2390 27/2423 [..............................] - ETA: 22:30 - loss: 395.8493 - logits_profile_predictions_loss: 391.3119 - logcount_predictions_loss: 0.2388 28/2423 [..............................] - ETA: 22:29 - loss: 395.7905 - logits_profile_predictions_loss: 391.2570 - logcount_predictions_loss: 0.2386 29/2423 [..............................] - ETA: 22:28 - loss: 395.7205 - logits_profile_predictions_loss: 391.1902 - logcount_predictions_loss: 0.2384 30/2423 [..............................] - ETA: 22:28 - loss: 395.6620 - logits_profile_predictions_loss: 391.1335 - logcount_predictions_loss: 0.2383 31/2423 [..............................] - ETA: 22:27 - loss: 395.6418 - logits_profile_predictions_loss: 391.1151 - logcount_predictions_loss: 0.2382 32/2423 [..............................] - ETA: 22:27 - loss: 395.6690 - logits_profile_predictions_loss: 391.1454 - logcount_predictions_loss: 0.2381 33/2423 [..............................] - ETA: 22:26 - loss: 395.6859 - logits_profile_predictions_loss: 391.1659 - logcount_predictions_loss: 0.2379 34/2423 [..............................] - ETA: 22:26 - loss: 395.7329 - 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[..............................] - ETA: 22:22 - loss: 396.0558 - logits_profile_predictions_loss: 391.5507 - logcount_predictions_loss: 0.2371 42/2423 [..............................] - ETA: 22:21 - loss: 396.0639 - logits_profile_predictions_loss: 391.5589 - logcount_predictions_loss: 0.2371 43/2423 [..............................] - ETA: 22:20 - loss: 396.0615 - logits_profile_predictions_loss: 391.5565 - logcount_predictions_loss: 0.2371 44/2423 [..............................] - ETA: 22:20 - loss: 396.0519 - logits_profile_predictions_loss: 391.5474 - logcount_predictions_loss: 0.2371 45/2423 [..............................] - ETA: 22:19 - loss: 396.0454 - logits_profile_predictions_loss: 391.5418 - logcount_predictions_loss: 0.2370 46/2423 [..............................] - ETA: 22:19 - loss: 396.0456 - logits_profile_predictions_loss: 391.5433 - logcount_predictions_loss: 0.2370 47/2423 [..............................] - ETA: 22:18 - loss: 396.0596 - 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[..............................] - ETA: 22:14 - loss: 396.1501 - logits_profile_predictions_loss: 391.6603 - logcount_predictions_loss: 0.2363 55/2423 [..............................] - ETA: 22:14 - loss: 396.1554 - logits_profile_predictions_loss: 391.6671 - logcount_predictions_loss: 0.2362 56/2423 [..............................] - ETA: 22:13 - loss: 396.1540 - logits_profile_predictions_loss: 391.6671 - logcount_predictions_loss: 0.2362 57/2423 [..............................] - ETA: 22:12 - loss: 396.1388 - logits_profile_predictions_loss: 391.6535 - logcount_predictions_loss: 0.2361 58/2423 [..............................] - ETA: 22:12 - loss: 396.1240 - logits_profile_predictions_loss: 391.6397 - logcount_predictions_loss: 0.2360 59/2423 [..............................] - ETA: 22:11 - loss: 396.1093 - logits_profile_predictions_loss: 391.6258 - logcount_predictions_loss: 0.2360 60/2423 [..............................] - ETA: 22:11 - loss: 396.1044 - 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[..............................] - ETA: 22:07 - loss: 396.0922 - logits_profile_predictions_loss: 391.6183 - logcount_predictions_loss: 0.2355 68/2423 [..............................] - ETA: 22:06 - loss: 396.0822 - logits_profile_predictions_loss: 391.6095 - logcount_predictions_loss: 0.2354 69/2423 [..............................] - ETA: 22:06 - loss: 396.0736 - logits_profile_predictions_loss: 391.6020 - logcount_predictions_loss: 0.2353 70/2423 [..............................] - ETA: 22:05 - loss: 396.0698 - logits_profile_predictions_loss: 391.5993 - logcount_predictions_loss: 0.2353 71/2423 [..............................] - ETA: 22:05 - loss: 396.0706 - logits_profile_predictions_loss: 391.6012 - logcount_predictions_loss: 0.2352 72/2423 [..............................] - ETA: 22:04 - loss: 396.0692 - logits_profile_predictions_loss: 391.6011 - logcount_predictions_loss: 0.2352 73/2423 [..............................] - ETA: 22:03 - loss: 396.0678 - 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[..............................] - ETA: 22:00 - loss: 396.0844 - logits_profile_predictions_loss: 391.6300 - logcount_predictions_loss: 0.2344 81/2423 [>.............................] - ETA: 21:59 - loss: 396.0976 - logits_profile_predictions_loss: 391.6452 - logcount_predictions_loss: 0.2343 82/2423 [>.............................] - ETA: 21:58 - loss: 396.1076 - logits_profile_predictions_loss: 391.6575 - logcount_predictions_loss: 0.2342 83/2423 [>.............................] - ETA: 21:58 - loss: 396.1152 - logits_profile_predictions_loss: 391.6674 - logcount_predictions_loss: 0.2341 84/2423 [>.............................] - ETA: 21:57 - loss: 396.1209 - logits_profile_predictions_loss: 391.6752 - logcount_predictions_loss: 0.2340 85/2423 [>.............................] - ETA: 21:57 - loss: 396.1258 - logits_profile_predictions_loss: 391.6822 - logcount_predictions_loss: 0.2339 86/2423 [>.............................] - ETA: 21:56 - loss: 396.1271 - 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[====>.........................] - ETA: 18:50 - loss: 395.4280 - logits_profile_predictions_loss: 391.0525 - logcount_predictions_loss: 0.2303 419/2423 [====>.........................] - ETA: 18:49 - loss: 395.4251 - logits_profile_predictions_loss: 391.0497 - logcount_predictions_loss: 0.2303 420/2423 [====>.........................] - ETA: 18:49 - loss: 395.4224 - logits_profile_predictions_loss: 391.0470 - logcount_predictions_loss: 0.2303 421/2423 [====>.........................] - ETA: 18:48 - loss: 395.4198 - logits_profile_predictions_loss: 391.0444 - logcount_predictions_loss: 0.2303 422/2423 [====>.........................] - ETA: 18:48 - loss: 395.4173 - logits_profile_predictions_loss: 391.0420 - logcount_predictions_loss: 0.2303 423/2423 [====>.........................] - ETA: 18:47 - loss: 395.4147 - logits_profile_predictions_loss: 391.0394 - logcount_predictions_loss: 0.2303 424/2423 [====>.........................] - ETA: 18:46 - loss: 395.4122 - 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[====>.........................] - ETA: 18:28 - loss: 395.3499 - logits_profile_predictions_loss: 390.9755 - logcount_predictions_loss: 0.2302 458/2423 [====>.........................] - ETA: 18:27 - loss: 395.3477 - logits_profile_predictions_loss: 390.9733 - logcount_predictions_loss: 0.2302 459/2423 [====>.........................] - ETA: 18:27 - loss: 395.3457 - logits_profile_predictions_loss: 390.9713 - logcount_predictions_loss: 0.2302 460/2423 [====>.........................] - ETA: 18:26 - loss: 395.3436 - logits_profile_predictions_loss: 390.9693 - logcount_predictions_loss: 0.2302 461/2423 [====>.........................] - ETA: 18:26 - loss: 395.3417 - logits_profile_predictions_loss: 390.9674 - logcount_predictions_loss: 0.2302 462/2423 [====>.........................] - ETA: 18:25 - loss: 395.3396 - logits_profile_predictions_loss: 390.9654 - logcount_predictions_loss: 0.2302 463/2423 [====>.........................] - ETA: 18:25 - loss: 395.3377 - 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[====>.........................] - ETA: 18:21 - loss: 395.3267 - logits_profile_predictions_loss: 390.9528 - logcount_predictions_loss: 0.2302 471/2423 [====>.........................] - ETA: 18:20 - loss: 395.3253 - logits_profile_predictions_loss: 390.9515 - logcount_predictions_loss: 0.2302 472/2423 [====>.........................] - ETA: 18:19 - loss: 395.3240 - logits_profile_predictions_loss: 390.9502 - logcount_predictions_loss: 0.2302 473/2423 [====>.........................] - ETA: 18:19 - loss: 395.3226 - logits_profile_predictions_loss: 390.9489 - logcount_predictions_loss: 0.2302 474/2423 [====>.........................] - ETA: 18:18 - loss: 395.3212 - logits_profile_predictions_loss: 390.9475 - logcount_predictions_loss: 0.2302 475/2423 [====>.........................] - ETA: 18:18 - loss: 395.3197 - logits_profile_predictions_loss: 390.9461 - logcount_predictions_loss: 0.2302 476/2423 [====>.........................] - ETA: 18:17 - loss: 395.3184 - 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[====>.........................] - ETA: 18:13 - loss: 395.3087 - logits_profile_predictions_loss: 390.9354 - logcount_predictions_loss: 0.2302 484/2423 [====>.........................] - ETA: 18:13 - loss: 395.3075 - logits_profile_predictions_loss: 390.9343 - logcount_predictions_loss: 0.2302 485/2423 [=====>........................] - ETA: 18:12 - loss: 395.3062 - logits_profile_predictions_loss: 390.9330 - logcount_predictions_loss: 0.2302 486/2423 [=====>........................] - ETA: 18:12 - loss: 395.3048 - logits_profile_predictions_loss: 390.9317 - logcount_predictions_loss: 0.2302 487/2423 [=====>........................] - ETA: 18:11 - loss: 395.3034 - logits_profile_predictions_loss: 390.9303 - logcount_predictions_loss: 0.2302 488/2423 [=====>........................] - ETA: 18:10 - loss: 395.3019 - logits_profile_predictions_loss: 390.9289 - logcount_predictions_loss: 0.2302 489/2423 [=====>........................] - ETA: 18:10 - loss: 395.3005 - 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[============================>.] - ETA: 38s - loss: 395.3384 - logits_profile_predictions_loss: 391.0061 - logcount_predictions_loss: 0.2280 2356/2423 [============================>.] - ETA: 37s - loss: 395.3386 - logits_profile_predictions_loss: 391.0063 - logcount_predictions_loss: 0.2280 2357/2423 [============================>.] - ETA: 37s - loss: 395.3388 - logits_profile_predictions_loss: 391.0065 - logcount_predictions_loss: 0.2280 2358/2423 [============================>.] - ETA: 36s - loss: 395.3389 - logits_profile_predictions_loss: 391.0067 - logcount_predictions_loss: 0.2280 2359/2423 [============================>.] - ETA: 36s - loss: 395.3391 - logits_profile_predictions_loss: 391.0068 - logcount_predictions_loss: 0.2280 2360/2423 [============================>.] - ETA: 35s - loss: 395.3393 - logits_profile_predictions_loss: 391.0070 - logcount_predictions_loss: 0.2280 2361/2423 [============================>.] - ETA: 34s - loss: 395.3394 - 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[============================>.] - ETA: 31s - loss: 395.3406 - logits_profile_predictions_loss: 391.0083 - logcount_predictions_loss: 0.2280 2369/2423 [============================>.] - ETA: 30s - loss: 395.3407 - logits_profile_predictions_loss: 391.0084 - logcount_predictions_loss: 0.2280 2370/2423 [============================>.] - ETA: 29s - loss: 395.3408 - logits_profile_predictions_loss: 391.0086 - logcount_predictions_loss: 0.2280 2371/2423 [============================>.] - ETA: 29s - loss: 395.3410 - logits_profile_predictions_loss: 391.0087 - logcount_predictions_loss: 0.2280 2372/2423 [============================>.] - ETA: 28s - loss: 395.3411 - logits_profile_predictions_loss: 391.0088 - logcount_predictions_loss: 0.2280 2373/2423 [============================>.] - ETA: 28s - loss: 395.3413 - logits_profile_predictions_loss: 391.0090 - logcount_predictions_loss: 0.2280 2374/2423 [============================>.] - ETA: 27s - loss: 395.3414 - 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[============================>.] - ETA: 23s - loss: 395.3425 - logits_profile_predictions_loss: 391.0102 - logcount_predictions_loss: 0.2280 2382/2423 [============================>.] - ETA: 23s - loss: 395.3427 - logits_profile_predictions_loss: 391.0104 - logcount_predictions_loss: 0.2280 2383/2423 [============================>.] - ETA: 22s - loss: 395.3428 - logits_profile_predictions_loss: 391.0105 - logcount_predictions_loss: 0.2280 2384/2423 [============================>.] - ETA: 21s - loss: 395.3430 - logits_profile_predictions_loss: 391.0107 - logcount_predictions_loss: 0.2280 2385/2423 [============================>.] - ETA: 21s - loss: 395.3431 - logits_profile_predictions_loss: 391.0108 - logcount_predictions_loss: 0.2280 2386/2423 [============================>.] - ETA: 20s - loss: 395.3433 - logits_profile_predictions_loss: 391.0110 - logcount_predictions_loss: 0.2280 2387/2423 [============================>.] - ETA: 20s - loss: 395.3434 - 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[============================>.] - ETA: 16s - loss: 395.3445 - logits_profile_predictions_loss: 391.0122 - logcount_predictions_loss: 0.2280 2395/2423 [============================>.] - ETA: 15s - loss: 395.3446 - logits_profile_predictions_loss: 391.0123 - logcount_predictions_loss: 0.2280 2396/2423 [============================>.] - ETA: 15s - loss: 395.3448 - logits_profile_predictions_loss: 391.0125 - logcount_predictions_loss: 0.2280 2397/2423 [============================>.] - ETA: 14s - loss: 395.3449 - logits_profile_predictions_loss: 391.0126 - logcount_predictions_loss: 0.2280 2398/2423 [============================>.] - ETA: 14s - loss: 395.3451 - logits_profile_predictions_loss: 391.0128 - logcount_predictions_loss: 0.2280 2399/2423 [============================>.] - ETA: 13s - loss: 395.3452 - logits_profile_predictions_loss: 391.0129 - logcount_predictions_loss: 0.2280 2400/2423 [============================>.] - ETA: 12s - loss: 395.3454 - 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[============================>.] - ETA: 9s - loss: 395.3465 - logits_profile_predictions_loss: 391.0142 - logcount_predictions_loss: 0.2280 2408/2423 [============================>.] - ETA: 8s - loss: 395.3467 - logits_profile_predictions_loss: 391.0143 - logcount_predictions_loss: 0.2280 2409/2423 [============================>.] - ETA: 7s - loss: 395.3468 - logits_profile_predictions_loss: 391.0145 - logcount_predictions_loss: 0.2280 2410/2423 [============================>.] - ETA: 7s - loss: 395.3470 - logits_profile_predictions_loss: 391.0147 - logcount_predictions_loss: 0.2280 2411/2423 [============================>.] - ETA: 6s - loss: 395.3471 - logits_profile_predictions_loss: 391.0148 - logcount_predictions_loss: 0.2280 2412/2423 [============================>.] - ETA: 6s - loss: 395.3473 - logits_profile_predictions_loss: 391.0150 - logcount_predictions_loss: 0.2280 2413/2423 [============================>.] - ETA: 5s - loss: 395.3475 - logits_profile_predictions_loss: 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loss: 395.3486 - logits_profile_predictions_loss: 391.0163 - logcount_predictions_loss: 0.2280 2421/2423 [============================>.] - ETA: 1s - loss: 395.3488 - logits_profile_predictions_loss: 391.0164 - logcount_predictions_loss: 0.2280 2422/2423 [============================>.] - ETA: 0s - loss: 395.3489 - logits_profile_predictions_loss: 391.0166 - logcount_predictions_loss: 0.2280 2423/2423 [==============================] - ETA: 0s - loss: 395.3491 - logits_profile_predictions_loss: 391.0168 - logcount_predictions_loss: 0.2280 2423/2423 [==============================] - 1421s 587ms/step - loss: 395.3493 - logits_profile_predictions_loss: 391.0169 - logcount_predictions_loss: 0.2280 - val_loss: 472.3711 - val_logits_profile_predictions_loss: 462.7278 - val_logcount_predictions_loss: 0.5075 Epoch 00015: val_loss did not improve from 470.94873 Epoch 16/50 1/2423 [..............................] - ETA: 23:20 - loss: 414.5329 - logits_profile_predictions_loss: 408.3433 - logcount_predictions_loss: 0.3258 2/2423 [..............................] - ETA: 22:46 - loss: 416.0521 - logits_profile_predictions_loss: 410.4272 - logcount_predictions_loss: 0.2960 3/2423 [..............................] - ETA: 22:44 - loss: 408.2554 - logits_profile_predictions_loss: 403.0117 - logcount_predictions_loss: 0.2760 4/2423 [..............................] - ETA: 22:42 - loss: 404.0360 - logits_profile_predictions_loss: 398.9916 - logcount_predictions_loss: 0.2655 5/2423 [..............................] - ETA: 22:42 - loss: 400.0333 - logits_profile_predictions_loss: 395.1526 - logcount_predictions_loss: 0.2569 6/2423 [..............................] - ETA: 22:41 - loss: 397.0393 - logits_profile_predictions_loss: 392.2768 - logcount_predictions_loss: 0.2507 7/2423 [..............................] - ETA: 22:40 - loss: 395.3116 - logits_profile_predictions_loss: 390.6353 - logcount_predictions_loss: 0.2461 8/2423 [..............................] - ETA: 22:40 - loss: 394.3491 - logits_profile_predictions_loss: 389.7444 - logcount_predictions_loss: 0.2424 9/2423 [..............................] - ETA: 22:39 - loss: 393.8473 - logits_profile_predictions_loss: 389.3153 - logcount_predictions_loss: 0.2385 10/2423 [..............................] - ETA: 22:39 - loss: 393.2380 - logits_profile_predictions_loss: 388.7752 - logcount_predictions_loss: 0.2349 11/2423 [..............................] - ETA: 22:38 - loss: 392.7663 - logits_profile_predictions_loss: 388.3580 - logcount_predictions_loss: 0.2320 12/2423 [..............................] - ETA: 22:38 - loss: 392.4094 - logits_profile_predictions_loss: 388.0495 - logcount_predictions_loss: 0.2295 13/2423 [..............................] - ETA: 22:37 - loss: 392.3143 - logits_profile_predictions_loss: 387.9970 - logcount_predictions_loss: 0.2272 14/2423 [..............................] - ETA: 22:37 - loss: 392.2990 - logits_profile_predictions_loss: 388.0178 - logcount_predictions_loss: 0.2253 15/2423 [..............................] - ETA: 22:36 - loss: 392.2629 - logits_profile_predictions_loss: 388.0146 - logcount_predictions_loss: 0.2236 16/2423 [..............................] - ETA: 22:36 - loss: 392.1612 - logits_profile_predictions_loss: 387.9433 - logcount_predictions_loss: 0.2220 17/2423 [..............................] - ETA: 22:35 - loss: 391.9752 - logits_profile_predictions_loss: 387.7834 - logcount_predictions_loss: 0.2206 18/2423 [..............................] - ETA: 22:34 - loss: 391.7421 - logits_profile_predictions_loss: 387.5701 - logcount_predictions_loss: 0.2196 19/2423 [..............................] - ETA: 22:34 - loss: 391.5258 - logits_profile_predictions_loss: 387.3731 - logcount_predictions_loss: 0.2186 20/2423 [..............................] - ETA: 22:33 - loss: 391.3442 - logits_profile_predictions_loss: 387.2080 - logcount_predictions_loss: 0.2177 21/2423 [..............................] - ETA: 22:32 - loss: 391.1119 - logits_profile_predictions_loss: 386.9887 - logcount_predictions_loss: 0.2170 22/2423 [..............................] - ETA: 22:32 - loss: 390.9199 - logits_profile_predictions_loss: 386.8105 - logcount_predictions_loss: 0.2163 23/2423 [..............................] - ETA: 22:31 - loss: 390.7440 - logits_profile_predictions_loss: 386.6449 - logcount_predictions_loss: 0.2157 24/2423 [..............................] - ETA: 22:31 - loss: 390.6559 - logits_profile_predictions_loss: 386.5647 - logcount_predictions_loss: 0.2153 25/2423 [..............................] - ETA: 22:30 - loss: 390.6344 - logits_profile_predictions_loss: 386.5510 - logcount_predictions_loss: 0.2149 26/2423 [..............................] - ETA: 22:30 - loss: 390.6480 - logits_profile_predictions_loss: 386.5723 - logcount_predictions_loss: 0.2145 27/2423 [..............................] - ETA: 22:29 - loss: 390.6780 - logits_profile_predictions_loss: 386.6097 - logcount_predictions_loss: 0.2141 28/2423 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[..............................] - ETA: 22:07 - loss: 390.3026 - logits_profile_predictions_loss: 386.2312 - logcount_predictions_loss: 0.2143 68/2423 [..............................] - ETA: 22:06 - loss: 390.2899 - logits_profile_predictions_loss: 386.2171 - logcount_predictions_loss: 0.2144 69/2423 [..............................] - ETA: 22:06 - loss: 390.2784 - logits_profile_predictions_loss: 386.2045 - logcount_predictions_loss: 0.2144 70/2423 [..............................] - ETA: 22:05 - loss: 390.2624 - logits_profile_predictions_loss: 386.1869 - logcount_predictions_loss: 0.2145 71/2423 [..............................] - ETA: 22:05 - loss: 390.2540 - logits_profile_predictions_loss: 386.1771 - logcount_predictions_loss: 0.2146 72/2423 [..............................] - ETA: 22:04 - loss: 390.2428 - logits_profile_predictions_loss: 386.1646 - logcount_predictions_loss: 0.2146 73/2423 [..............................] - ETA: 22:03 - loss: 390.2299 - 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[>.............................] - ETA: 21:16 - loss: 390.0035 - logits_profile_predictions_loss: 385.8701 - logcount_predictions_loss: 0.2175 159/2423 [>.............................] - ETA: 21:15 - loss: 390.0105 - logits_profile_predictions_loss: 385.8766 - logcount_predictions_loss: 0.2176 160/2423 [>.............................] - ETA: 21:15 - loss: 390.0186 - logits_profile_predictions_loss: 385.8842 - logcount_predictions_loss: 0.2176 161/2423 [>.............................] - ETA: 21:14 - loss: 390.0263 - logits_profile_predictions_loss: 385.8915 - logcount_predictions_loss: 0.2176 162/2423 [=>............................] - ETA: 21:13 - loss: 390.0354 - logits_profile_predictions_loss: 385.9002 - logcount_predictions_loss: 0.2176 163/2423 [=>............................] - ETA: 21:13 - loss: 390.0451 - logits_profile_predictions_loss: 385.9094 - logcount_predictions_loss: 0.2177 164/2423 [=>............................] - ETA: 21:12 - loss: 390.0535 - 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[=>............................] - ETA: 21:08 - loss: 390.1107 - logits_profile_predictions_loss: 385.9710 - logcount_predictions_loss: 0.2179 172/2423 [=>............................] - ETA: 21:08 - loss: 390.1171 - logits_profile_predictions_loss: 385.9769 - logcount_predictions_loss: 0.2179 173/2423 [=>............................] - ETA: 21:07 - loss: 390.1237 - logits_profile_predictions_loss: 385.9830 - logcount_predictions_loss: 0.2179 174/2423 [=>............................] - ETA: 21:07 - loss: 390.1303 - logits_profile_predictions_loss: 385.9890 - logcount_predictions_loss: 0.2180 175/2423 [=>............................] - ETA: 21:06 - loss: 390.1378 - logits_profile_predictions_loss: 385.9960 - logcount_predictions_loss: 0.2180 176/2423 [=>............................] - ETA: 21:06 - loss: 390.1467 - logits_profile_predictions_loss: 386.0045 - logcount_predictions_loss: 0.2180 177/2423 [=>............................] - ETA: 21:05 - loss: 390.1549 - 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logits_profile_predictions_loss: 386.1010 - logcount_predictions_loss: 0.2183 191/2423 [=>............................] - ETA: 20:57 - loss: 390.2558 - logits_profile_predictions_loss: 386.1087 - logcount_predictions_loss: 0.2183 192/2423 [=>............................] - ETA: 20:57 - loss: 390.2622 - logits_profile_predictions_loss: 386.1149 - logcount_predictions_loss: 0.2183 193/2423 [=>............................] - ETA: 20:56 - loss: 390.2678 - logits_profile_predictions_loss: 386.1203 - logcount_predictions_loss: 0.2183 194/2423 [=>............................] - ETA: 20:56 - loss: 390.2733 - logits_profile_predictions_loss: 386.1256 - logcount_predictions_loss: 0.2183 195/2423 [=>............................] - ETA: 20:55 - loss: 390.2789 - logits_profile_predictions_loss: 386.1310 - logcount_predictions_loss: 0.2183 196/2423 [=>............................] - ETA: 20:54 - loss: 390.2844 - logits_profile_predictions_loss: 386.1362 - logcount_predictions_loss: 0.2183 197/2423 [=>............................] - ETA: 20:54 - loss: 390.2900 - logits_profile_predictions_loss: 386.1417 - logcount_predictions_loss: 0.2183 198/2423 [=>............................] - ETA: 20:53 - loss: 390.2952 - logits_profile_predictions_loss: 386.1467 - logcount_predictions_loss: 0.2183 199/2423 [=>............................] - ETA: 20:53 - loss: 390.3002 - logits_profile_predictions_loss: 386.1516 - logcount_predictions_loss: 0.2183 200/2423 [=>............................] - ETA: 20:52 - loss: 390.3054 - logits_profile_predictions_loss: 386.1567 - logcount_predictions_loss: 0.2184 201/2423 [=>............................] - ETA: 20:52 - loss: 390.3106 - logits_profile_predictions_loss: 386.1616 - logcount_predictions_loss: 0.2184 202/2423 [=>............................] - ETA: 20:51 - loss: 390.3161 - logits_profile_predictions_loss: 386.1670 - logcount_predictions_loss: 0.2184 203/2423 [=>............................] - ETA: 20:51 - loss: 390.3212 - logits_profile_predictions_loss: 386.1719 - logcount_predictions_loss: 0.2184 204/2423 [=>............................] - ETA: 20:50 - loss: 390.3258 - logits_profile_predictions_loss: 386.1762 - logcount_predictions_loss: 0.2184 205/2423 [=>............................] - ETA: 20:50 - loss: 390.3303 - logits_profile_predictions_loss: 386.1805 - logcount_predictions_loss: 0.2184 206/2423 [=>............................] - ETA: 20:49 - loss: 390.3349 - logits_profile_predictions_loss: 386.1850 - logcount_predictions_loss: 0.2184 207/2423 [=>............................] - ETA: 20:48 - loss: 390.3398 - logits_profile_predictions_loss: 386.1896 - logcount_predictions_loss: 0.2184 208/2423 [=>............................] - ETA: 20:48 - loss: 390.3434 - logits_profile_predictions_loss: 386.1930 - logcount_predictions_loss: 0.2184 209/2423 [=>............................] - ETA: 20:47 - loss: 390.3475 - logits_profile_predictions_loss: 386.1970 - logcount_predictions_loss: 0.2185 210/2423 [=>............................] - ETA: 20:47 - loss: 390.3512 - logits_profile_predictions_loss: 386.2004 - logcount_predictions_loss: 0.2185 211/2423 [=>............................] - ETA: 20:46 - loss: 390.3538 - logits_profile_predictions_loss: 386.2029 - logcount_predictions_loss: 0.2185 212/2423 [=>............................] - ETA: 20:46 - loss: 390.3568 - logits_profile_predictions_loss: 386.2057 - logcount_predictions_loss: 0.2185 213/2423 [=>............................] - ETA: 20:45 - loss: 390.3595 - logits_profile_predictions_loss: 386.2083 - logcount_predictions_loss: 0.2185 214/2423 [=>............................] - ETA: 20:45 - loss: 390.3629 - logits_profile_predictions_loss: 386.2115 - logcount_predictions_loss: 0.2185 215/2423 [=>............................] - ETA: 20:44 - loss: 390.3668 - logits_profile_predictions_loss: 386.2152 - logcount_predictions_loss: 0.2185 216/2423 [=>............................] - ETA: 20:43 - loss: 390.3714 - 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[=>............................] - ETA: 20:40 - loss: 390.4113 - logits_profile_predictions_loss: 386.2584 - logcount_predictions_loss: 0.2186 224/2423 [=>............................] - ETA: 20:39 - loss: 390.4176 - logits_profile_predictions_loss: 386.2646 - logcount_predictions_loss: 0.2186 225/2423 [=>............................] - ETA: 20:38 - loss: 390.4234 - logits_profile_predictions_loss: 386.2703 - logcount_predictions_loss: 0.2186 226/2423 [=>............................] - ETA: 20:38 - loss: 390.4284 - logits_profile_predictions_loss: 386.2752 - logcount_predictions_loss: 0.2186 227/2423 [=>............................] - ETA: 20:37 - loss: 390.4345 - logits_profile_predictions_loss: 386.2812 - logcount_predictions_loss: 0.2186 228/2423 [=>............................] - ETA: 20:37 - loss: 390.4407 - logits_profile_predictions_loss: 386.2872 - logcount_predictions_loss: 0.2186 229/2423 [=>............................] - ETA: 20:36 - loss: 390.4464 - 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[=>............................] - ETA: 20:32 - loss: 390.4806 - logits_profile_predictions_loss: 386.3267 - logcount_predictions_loss: 0.2186 237/2423 [=>............................] - ETA: 20:32 - loss: 390.4849 - logits_profile_predictions_loss: 386.3310 - logcount_predictions_loss: 0.2186 238/2423 [=>............................] - ETA: 20:31 - loss: 390.4892 - logits_profile_predictions_loss: 386.3352 - logcount_predictions_loss: 0.2186 239/2423 [=>............................] - ETA: 20:31 - loss: 390.4927 - logits_profile_predictions_loss: 386.3387 - logcount_predictions_loss: 0.2186 240/2423 [=>............................] - ETA: 20:30 - loss: 390.4964 - logits_profile_predictions_loss: 386.3423 - logcount_predictions_loss: 0.2186 241/2423 [=>............................] - ETA: 20:29 - loss: 390.5000 - logits_profile_predictions_loss: 386.3459 - logcount_predictions_loss: 0.2186 242/2423 [=>............................] - ETA: 20:29 - loss: 390.5032 - 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[==>...........................] - ETA: 20:25 - loss: 390.5172 - logits_profile_predictions_loss: 386.3627 - logcount_predictions_loss: 0.2187 250/2423 [==>...........................] - ETA: 20:24 - loss: 390.5198 - logits_profile_predictions_loss: 386.3652 - logcount_predictions_loss: 0.2187 251/2423 [==>...........................] - ETA: 20:24 - loss: 390.5225 - logits_profile_predictions_loss: 386.3679 - logcount_predictions_loss: 0.2187 252/2423 [==>...........................] - ETA: 20:23 - loss: 390.5257 - logits_profile_predictions_loss: 386.3709 - logcount_predictions_loss: 0.2187 253/2423 [==>...........................] - ETA: 20:23 - loss: 390.5290 - logits_profile_predictions_loss: 386.3741 - logcount_predictions_loss: 0.2187 254/2423 [==>...........................] - ETA: 20:22 - loss: 390.5333 - logits_profile_predictions_loss: 386.3783 - logcount_predictions_loss: 0.2187 255/2423 [==>...........................] - ETA: 20:22 - loss: 390.5383 - 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[==>...........................] - ETA: 20:10 - loss: 390.6806 - logits_profile_predictions_loss: 386.5233 - logcount_predictions_loss: 0.2188 276/2423 [==>...........................] - ETA: 20:10 - loss: 390.6889 - logits_profile_predictions_loss: 386.5315 - logcount_predictions_loss: 0.2188 277/2423 [==>...........................] - ETA: 20:09 - loss: 390.6974 - logits_profile_predictions_loss: 386.5399 - logcount_predictions_loss: 0.2188 278/2423 [==>...........................] - ETA: 20:09 - loss: 390.7053 - logits_profile_predictions_loss: 386.5476 - logcount_predictions_loss: 0.2188 279/2423 [==>...........................] - ETA: 20:08 - loss: 390.7134 - logits_profile_predictions_loss: 386.5556 - logcount_predictions_loss: 0.2188 280/2423 [==>...........................] - ETA: 20:08 - loss: 390.7216 - logits_profile_predictions_loss: 386.5636 - logcount_predictions_loss: 0.2188 281/2423 [==>...........................] - ETA: 20:07 - loss: 390.7291 - 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[==>...........................] - ETA: 20:03 - loss: 390.7773 - logits_profile_predictions_loss: 386.6180 - logcount_predictions_loss: 0.2189 289/2423 [==>...........................] - ETA: 20:03 - loss: 390.7844 - logits_profile_predictions_loss: 386.6250 - logcount_predictions_loss: 0.2189 290/2423 [==>...........................] - ETA: 20:02 - loss: 390.7919 - logits_profile_predictions_loss: 386.6323 - logcount_predictions_loss: 0.2189 291/2423 [==>...........................] - ETA: 20:02 - loss: 390.7993 - logits_profile_predictions_loss: 386.6396 - logcount_predictions_loss: 0.2189 292/2423 [==>...........................] - ETA: 20:01 - loss: 390.8062 - logits_profile_predictions_loss: 386.6464 - logcount_predictions_loss: 0.2189 293/2423 [==>...........................] - ETA: 20:00 - loss: 390.8129 - logits_profile_predictions_loss: 386.6530 - logcount_predictions_loss: 0.2189 294/2423 [==>...........................] - ETA: 20:00 - loss: 390.8198 - 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[==>...........................] - ETA: 19:56 - loss: 390.8724 - logits_profile_predictions_loss: 386.7116 - logcount_predictions_loss: 0.2190 302/2423 [==>...........................] - ETA: 19:55 - loss: 390.8794 - logits_profile_predictions_loss: 386.7186 - logcount_predictions_loss: 0.2190 303/2423 [==>...........................] - ETA: 19:55 - loss: 390.8868 - logits_profile_predictions_loss: 386.7258 - logcount_predictions_loss: 0.2190 304/2423 [==>...........................] - ETA: 19:54 - loss: 390.8937 - logits_profile_predictions_loss: 386.7327 - logcount_predictions_loss: 0.2190 305/2423 [==>...........................] - ETA: 19:54 - loss: 390.9003 - logits_profile_predictions_loss: 386.7392 - logcount_predictions_loss: 0.2190 306/2423 [==>...........................] - ETA: 19:53 - loss: 390.9062 - logits_profile_predictions_loss: 386.7450 - logcount_predictions_loss: 0.2190 307/2423 [==>...........................] - ETA: 19:53 - loss: 390.9121 - 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[===>..........................] - ETA: 19:27 - loss: 391.1617 - logits_profile_predictions_loss: 386.9966 - logcount_predictions_loss: 0.2192 354/2423 [===>..........................] - ETA: 19:26 - loss: 391.1668 - logits_profile_predictions_loss: 387.0018 - logcount_predictions_loss: 0.2192 355/2423 [===>..........................] - ETA: 19:26 - loss: 391.1716 - logits_profile_predictions_loss: 387.0066 - logcount_predictions_loss: 0.2192 356/2423 [===>..........................] - ETA: 19:25 - loss: 391.1760 - logits_profile_predictions_loss: 387.0110 - logcount_predictions_loss: 0.2192 357/2423 [===>..........................] - ETA: 19:24 - loss: 391.1804 - logits_profile_predictions_loss: 387.0155 - logcount_predictions_loss: 0.2192 358/2423 [===>..........................] - ETA: 19:24 - loss: 391.1845 - logits_profile_predictions_loss: 387.0196 - logcount_predictions_loss: 0.2192 359/2423 [===>..........................] - ETA: 19:23 - loss: 391.1889 - 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[===>..........................] - ETA: 19:19 - loss: 391.2201 - logits_profile_predictions_loss: 387.0553 - logcount_predictions_loss: 0.2192 367/2423 [===>..........................] - ETA: 19:19 - loss: 391.2245 - logits_profile_predictions_loss: 387.0598 - logcount_predictions_loss: 0.2192 368/2423 [===>..........................] - ETA: 19:18 - loss: 391.2291 - logits_profile_predictions_loss: 387.0644 - logcount_predictions_loss: 0.2192 369/2423 [===>..........................] - ETA: 19:18 - loss: 391.2332 - logits_profile_predictions_loss: 387.0686 - logcount_predictions_loss: 0.2192 370/2423 [===>..........................] - ETA: 19:17 - loss: 391.2371 - logits_profile_predictions_loss: 387.0725 - logcount_predictions_loss: 0.2192 371/2423 [===>..........................] - ETA: 19:16 - loss: 391.2408 - logits_profile_predictions_loss: 387.0762 - logcount_predictions_loss: 0.2192 372/2423 [===>..........................] - ETA: 19:16 - loss: 391.2445 - 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[===>..........................] - ETA: 19:12 - loss: 391.2709 - logits_profile_predictions_loss: 387.1067 - logcount_predictions_loss: 0.2192 380/2423 [===>..........................] - ETA: 19:11 - loss: 391.2745 - logits_profile_predictions_loss: 387.1104 - logcount_predictions_loss: 0.2192 381/2423 [===>..........................] - ETA: 19:11 - loss: 391.2782 - logits_profile_predictions_loss: 387.1141 - logcount_predictions_loss: 0.2192 382/2423 [===>..........................] - ETA: 19:10 - loss: 391.2820 - logits_profile_predictions_loss: 387.1180 - logcount_predictions_loss: 0.2192 383/2423 [===>..........................] - ETA: 19:10 - loss: 391.2857 - logits_profile_predictions_loss: 387.1217 - logcount_predictions_loss: 0.2192 384/2423 [===>..........................] - ETA: 19:09 - loss: 391.2893 - logits_profile_predictions_loss: 387.1254 - logcount_predictions_loss: 0.2192 385/2423 [===>..........................] - ETA: 19:09 - loss: 391.2925 - 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[===>..........................] - ETA: 19:05 - loss: 391.3122 - logits_profile_predictions_loss: 387.1486 - logcount_predictions_loss: 0.2191 393/2423 [===>..........................] - ETA: 19:04 - loss: 391.3152 - logits_profile_predictions_loss: 387.1517 - logcount_predictions_loss: 0.2191 394/2423 [===>..........................] - ETA: 19:04 - loss: 391.3180 - logits_profile_predictions_loss: 387.1546 - logcount_predictions_loss: 0.2191 395/2423 [===>..........................] - ETA: 19:03 - loss: 391.3209 - logits_profile_predictions_loss: 387.1574 - logcount_predictions_loss: 0.2191 396/2423 [===>..........................] - ETA: 19:02 - loss: 391.3235 - logits_profile_predictions_loss: 387.1601 - logcount_predictions_loss: 0.2191 397/2423 [===>..........................] - ETA: 19:02 - loss: 391.3260 - logits_profile_predictions_loss: 387.1626 - logcount_predictions_loss: 0.2191 398/2423 [===>..........................] - ETA: 19:01 - loss: 391.3283 - 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[====>.........................] - ETA: 18:57 - loss: 391.3421 - logits_profile_predictions_loss: 387.1791 - logcount_predictions_loss: 0.2191 406/2423 [====>.........................] - ETA: 18:57 - loss: 391.3438 - logits_profile_predictions_loss: 387.1809 - logcount_predictions_loss: 0.2191 407/2423 [====>.........................] - ETA: 18:56 - loss: 391.3453 - logits_profile_predictions_loss: 387.1824 - logcount_predictions_loss: 0.2191 408/2423 [====>.........................] - ETA: 18:56 - loss: 391.3466 - logits_profile_predictions_loss: 387.1838 - logcount_predictions_loss: 0.2191 409/2423 [====>.........................] - ETA: 18:55 - loss: 391.3478 - logits_profile_predictions_loss: 387.1851 - logcount_predictions_loss: 0.2191 410/2423 [====>.........................] - ETA: 18:55 - loss: 391.3494 - logits_profile_predictions_loss: 387.1867 - logcount_predictions_loss: 0.2191 411/2423 [====>.........................] - ETA: 18:54 - loss: 391.3507 - 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[====>.........................] - ETA: 18:50 - loss: 391.3623 - logits_profile_predictions_loss: 387.2003 - logcount_predictions_loss: 0.2191 419/2423 [====>.........................] - ETA: 18:50 - loss: 391.3638 - logits_profile_predictions_loss: 387.2018 - logcount_predictions_loss: 0.2191 420/2423 [====>.........................] - ETA: 18:49 - loss: 391.3652 - logits_profile_predictions_loss: 387.2033 - logcount_predictions_loss: 0.2190 421/2423 [====>.........................] - ETA: 18:48 - loss: 391.3664 - logits_profile_predictions_loss: 387.2046 - logcount_predictions_loss: 0.2190 422/2423 [====>.........................] - ETA: 18:48 - loss: 391.3678 - logits_profile_predictions_loss: 387.2061 - logcount_predictions_loss: 0.2190 423/2423 [====>.........................] - ETA: 18:47 - loss: 391.3691 - logits_profile_predictions_loss: 387.2074 - logcount_predictions_loss: 0.2190 424/2423 [====>.........................] - ETA: 18:47 - loss: 391.3704 - 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[====>.........................] - ETA: 18:43 - loss: 391.3817 - logits_profile_predictions_loss: 387.2209 - logcount_predictions_loss: 0.2190 432/2423 [====>.........................] - ETA: 18:42 - loss: 391.3834 - logits_profile_predictions_loss: 387.2227 - logcount_predictions_loss: 0.2190 433/2423 [====>.........................] - ETA: 18:42 - loss: 391.3851 - logits_profile_predictions_loss: 387.2245 - logcount_predictions_loss: 0.2190 434/2423 [====>.........................] - ETA: 18:41 - loss: 391.3867 - logits_profile_predictions_loss: 387.2262 - logcount_predictions_loss: 0.2190 435/2423 [====>.........................] - ETA: 18:41 - loss: 391.3884 - logits_profile_predictions_loss: 387.2280 - logcount_predictions_loss: 0.2190 436/2423 [====>.........................] - ETA: 18:40 - loss: 391.3900 - logits_profile_predictions_loss: 387.2297 - logcount_predictions_loss: 0.2190 437/2423 [====>.........................] - ETA: 18:40 - loss: 391.3919 - 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[=====>........................] - ETA: 18:06 - loss: 391.5158 - logits_profile_predictions_loss: 387.3615 - logcount_predictions_loss: 0.2186 497/2423 [=====>........................] - ETA: 18:06 - loss: 391.5176 - logits_profile_predictions_loss: 387.3634 - logcount_predictions_loss: 0.2186 498/2423 [=====>........................] - ETA: 18:05 - loss: 391.5196 - logits_profile_predictions_loss: 387.3655 - logcount_predictions_loss: 0.2186 499/2423 [=====>........................] - ETA: 18:05 - loss: 391.5216 - logits_profile_predictions_loss: 387.3675 - logcount_predictions_loss: 0.2186 500/2423 [=====>........................] - ETA: 18:04 - loss: 391.5234 - logits_profile_predictions_loss: 387.3695 - logcount_predictions_loss: 0.2186 501/2423 [=====>........................] - ETA: 18:04 - loss: 391.5253 - logits_profile_predictions_loss: 387.3714 - logcount_predictions_loss: 0.2186 502/2423 [=====>........................] - ETA: 18:03 - loss: 391.5271 - 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logits_profile_predictions_loss: 389.0730 - logcount_predictions_loss: 0.2165 2388/2423 [============================>.] - ETA: 19s - loss: 393.1876 - logits_profile_predictions_loss: 389.0735 - logcount_predictions_loss: 0.2165 2389/2423 [============================>.] - ETA: 19s - loss: 393.1880 - logits_profile_predictions_loss: 389.0739 - logcount_predictions_loss: 0.2165 2390/2423 [============================>.] - ETA: 18s - loss: 393.1885 - logits_profile_predictions_loss: 389.0744 - logcount_predictions_loss: 0.2165 2391/2423 [============================>.] - ETA: 18s - loss: 393.1890 - logits_profile_predictions_loss: 389.0749 - logcount_predictions_loss: 0.2165 2392/2423 [============================>.] - ETA: 17s - loss: 393.1895 - logits_profile_predictions_loss: 389.0753 - logcount_predictions_loss: 0.2165 2393/2423 [============================>.] - ETA: 16s - loss: 393.1899 - logits_profile_predictions_loss: 389.0758 - logcount_predictions_loss: 0.2165 2394/2423 [============================>.] - ETA: 16s - loss: 393.1904 - logits_profile_predictions_loss: 389.0763 - logcount_predictions_loss: 0.2165 2395/2423 [============================>.] - ETA: 15s - loss: 393.1909 - logits_profile_predictions_loss: 389.0768 - logcount_predictions_loss: 0.2165 2396/2423 [============================>.] - ETA: 15s - loss: 393.1913 - logits_profile_predictions_loss: 389.0772 - logcount_predictions_loss: 0.2165 2397/2423 [============================>.] - ETA: 14s - loss: 393.1918 - logits_profile_predictions_loss: 389.0777 - logcount_predictions_loss: 0.2165 2398/2423 [============================>.] - ETA: 14s - loss: 393.1922 - logits_profile_predictions_loss: 389.0781 - logcount_predictions_loss: 0.2165 2399/2423 [============================>.] - ETA: 13s - loss: 393.1927 - logits_profile_predictions_loss: 389.0786 - logcount_predictions_loss: 0.2165 2400/2423 [============================>.] - ETA: 12s - loss: 393.1931 - logits_profile_predictions_loss: 389.0790 - logcount_predictions_loss: 0.2165 2401/2423 [============================>.] - ETA: 12s - loss: 393.1936 - logits_profile_predictions_loss: 389.0795 - logcount_predictions_loss: 0.2165 2402/2423 [============================>.] - ETA: 11s - loss: 393.1940 - logits_profile_predictions_loss: 389.0799 - logcount_predictions_loss: 0.2165 2403/2423 [============================>.] - ETA: 11s - loss: 393.1944 - logits_profile_predictions_loss: 389.0804 - logcount_predictions_loss: 0.2165 2404/2423 [============================>.] - ETA: 10s - loss: 393.1949 - logits_profile_predictions_loss: 389.0808 - logcount_predictions_loss: 0.2165 2405/2423 [============================>.] - ETA: 10s - loss: 393.1953 - logits_profile_predictions_loss: 389.0813 - logcount_predictions_loss: 0.2165 2406/2423 [============================>.] - ETA: 9s - loss: 393.1958 - logits_profile_predictions_loss: 389.0817 - logcount_predictions_loss: 0.2165  2407/2423 [============================>.] - ETA: 9s - loss: 393.1962 - logits_profile_predictions_loss: 389.0822 - logcount_predictions_loss: 0.2165 2408/2423 [============================>.] - ETA: 8s - loss: 393.1967 - logits_profile_predictions_loss: 389.0826 - logcount_predictions_loss: 0.2165 2409/2423 [============================>.] - ETA: 7s - loss: 393.1971 - logits_profile_predictions_loss: 389.0831 - logcount_predictions_loss: 0.2165 2410/2423 [============================>.] - ETA: 7s - loss: 393.1975 - logits_profile_predictions_loss: 389.0835 - logcount_predictions_loss: 0.2165 2411/2423 [============================>.] - ETA: 6s - loss: 393.1980 - logits_profile_predictions_loss: 389.0840 - logcount_predictions_loss: 0.2165 2412/2423 [============================>.] - ETA: 6s - loss: 393.1984 - logits_profile_predictions_loss: 389.0844 - logcount_predictions_loss: 0.2165 2413/2423 [============================>.] - ETA: 5s - loss: 393.1989 - logits_profile_predictions_loss: 389.0849 - logcount_predictions_loss: 0.2165 2414/2423 [============================>.] - ETA: 5s - loss: 393.1993 - logits_profile_predictions_loss: 389.0854 - logcount_predictions_loss: 0.2165 2415/2423 [============================>.] - ETA: 4s - loss: 393.1998 - logits_profile_predictions_loss: 389.0858 - logcount_predictions_loss: 0.2165 2416/2423 [============================>.] - ETA: 3s - loss: 393.2002 - logits_profile_predictions_loss: 389.0863 - logcount_predictions_loss: 0.2165 2417/2423 [============================>.] - ETA: 3s - loss: 393.2007 - logits_profile_predictions_loss: 389.0867 - logcount_predictions_loss: 0.2165 2418/2423 [============================>.] - ETA: 2s - loss: 393.2011 - logits_profile_predictions_loss: 389.0872 - logcount_predictions_loss: 0.2165 2419/2423 [============================>.] - ETA: 2s - loss: 393.2016 - logits_profile_predictions_loss: 389.0876 - logcount_predictions_loss: 0.2165 2420/2423 [============================>.] - ETA: 1s - loss: 393.2020 - logits_profile_predictions_loss: 389.0881 - logcount_predictions_loss: 0.2165 2421/2423 [============================>.] - ETA: 1s - loss: 393.2025 - logits_profile_predictions_loss: 389.0886 - logcount_predictions_loss: 0.2165 2422/2423 [============================>.] - ETA: 0s - loss: 393.2030 - logits_profile_predictions_loss: 389.0890 - logcount_predictions_loss: 0.2165 2423/2423 [==============================] - ETA: 0s - loss: 393.2034 - logits_profile_predictions_loss: 389.0895 - logcount_predictions_loss: 0.2165 2423/2423 [==============================] - 1421s 587ms/step - loss: 393.2039 - logits_profile_predictions_loss: 389.0899 - logcount_predictions_loss: 0.2165 - val_loss: 472.5631 - val_logits_profile_predictions_loss: 462.8481 - val_logcount_predictions_loss: 0.5113 Epoch 00016: val_loss did not improve from 470.94873 Epoch 17/50 1/2423 [..............................] - ETA: 23:37 - loss: 342.7901 - logits_profile_predictions_loss: 337.4790 - logcount_predictions_loss: 0.2795 2/2423 [..............................] - ETA: 22:42 - loss: 358.3743 - logits_profile_predictions_loss: 353.7329 - logcount_predictions_loss: 0.2443 3/2423 [..............................] - ETA: 22:42 - loss: 364.7172 - logits_profile_predictions_loss: 360.2738 - logcount_predictions_loss: 0.2339 4/2423 [..............................] - ETA: 22:42 - loss: 369.3609 - logits_profile_predictions_loss: 364.9870 - logcount_predictions_loss: 0.2302 5/2423 [..............................] - ETA: 22:42 - loss: 373.5344 - logits_profile_predictions_loss: 369.2422 - logcount_predictions_loss: 0.2259 6/2423 [..............................] - ETA: 22:41 - loss: 376.1085 - logits_profile_predictions_loss: 371.8659 - logcount_predictions_loss: 0.2233 7/2423 [..............................] - ETA: 22:41 - loss: 378.3187 - logits_profile_predictions_loss: 374.1323 - logcount_predictions_loss: 0.2203 8/2423 [..............................] - ETA: 22:41 - loss: 380.2768 - logits_profile_predictions_loss: 376.1409 - logcount_predictions_loss: 0.2177 9/2423 [..............................] - ETA: 22:40 - loss: 381.9429 - logits_profile_predictions_loss: 377.8450 - logcount_predictions_loss: 0.2157 10/2423 [..............................] - ETA: 22:39 - loss: 383.0555 - logits_profile_predictions_loss: 378.9845 - logcount_predictions_loss: 0.2143 11/2423 [..............................] - ETA: 22:38 - loss: 383.7297 - logits_profile_predictions_loss: 379.6936 - logcount_predictions_loss: 0.2124 12/2423 [..............................] - ETA: 22:38 - loss: 384.2994 - logits_profile_predictions_loss: 380.2913 - logcount_predictions_loss: 0.2110 13/2423 [..............................] - ETA: 22:37 - loss: 384.8933 - logits_profile_predictions_loss: 380.9088 - logcount_predictions_loss: 0.2097 14/2423 [..............................] - ETA: 22:37 - loss: 385.3577 - logits_profile_predictions_loss: 381.3991 - logcount_predictions_loss: 0.2083 15/2423 [..............................] - ETA: 22:36 - loss: 385.7633 - logits_profile_predictions_loss: 381.8237 - logcount_predictions_loss: 0.2073 16/2423 [..............................] - ETA: 22:36 - loss: 386.1228 - logits_profile_predictions_loss: 382.1975 - logcount_predictions_loss: 0.2066 17/2423 [..............................] - ETA: 22:35 - loss: 386.3110 - logits_profile_predictions_loss: 382.3960 - logcount_predictions_loss: 0.2061 18/2423 [..............................] - ETA: 22:35 - loss: 386.3719 - logits_profile_predictions_loss: 382.4688 - logcount_predictions_loss: 0.2054 19/2423 [..............................] - ETA: 22:34 - loss: 386.4031 - logits_profile_predictions_loss: 382.5084 - logcount_predictions_loss: 0.2050 20/2423 [..............................] - ETA: 22:33 - loss: 386.5469 - logits_profile_predictions_loss: 382.6596 - logcount_predictions_loss: 0.2046 21/2423 [..............................] - ETA: 22:33 - loss: 386.7534 - logits_profile_predictions_loss: 382.8755 - logcount_predictions_loss: 0.2041 22/2423 [..............................] - ETA: 22:32 - loss: 386.9407 - logits_profile_predictions_loss: 383.0692 - logcount_predictions_loss: 0.2038 23/2423 [..............................] - ETA: 22:32 - loss: 387.1563 - logits_profile_predictions_loss: 383.2924 - logcount_predictions_loss: 0.2034 24/2423 [..............................] - ETA: 22:31 - loss: 387.3689 - logits_profile_predictions_loss: 383.5118 - logcount_predictions_loss: 0.2030 25/2423 [..............................] - ETA: 22:31 - loss: 387.5843 - logits_profile_predictions_loss: 383.7324 - logcount_predictions_loss: 0.2027 26/2423 [..............................] - ETA: 22:30 - loss: 387.8020 - logits_profile_predictions_loss: 383.9554 - logcount_predictions_loss: 0.2025 27/2423 [..............................] - ETA: 22:30 - loss: 388.0524 - logits_profile_predictions_loss: 384.2109 - logcount_predictions_loss: 0.2022 28/2423 [..............................] - ETA: 22:29 - loss: 388.2705 - logits_profile_predictions_loss: 384.4347 - logcount_predictions_loss: 0.2019 29/2423 [..............................] - ETA: 22:28 - loss: 388.4714 - logits_profile_predictions_loss: 384.6421 - logcount_predictions_loss: 0.2015 30/2423 [..............................] - ETA: 22:28 - loss: 388.6408 - logits_profile_predictions_loss: 384.8186 - logcount_predictions_loss: 0.2012 31/2423 [..............................] - ETA: 22:28 - loss: 388.8190 - logits_profile_predictions_loss: 385.0029 - logcount_predictions_loss: 0.2009 32/2423 [..............................] - ETA: 22:27 - loss: 388.9427 - logits_profile_predictions_loss: 385.1331 - logcount_predictions_loss: 0.2005 33/2423 [..............................] - ETA: 22:26 - loss: 389.0178 - logits_profile_predictions_loss: 385.2147 - logcount_predictions_loss: 0.2002 34/2423 [..............................] - ETA: 22:26 - loss: 389.0884 - logits_profile_predictions_loss: 385.2926 - logcount_predictions_loss: 0.1998 35/2423 [..............................] - ETA: 22:25 - loss: 389.1277 - logits_profile_predictions_loss: 385.3391 - logcount_predictions_loss: 0.1994 36/2423 [..............................] - ETA: 22:25 - loss: 389.1644 - logits_profile_predictions_loss: 385.3815 - logcount_predictions_loss: 0.1991 37/2423 [..............................] - ETA: 22:24 - loss: 389.2091 - logits_profile_predictions_loss: 385.4316 - logcount_predictions_loss: 0.1988 38/2423 [..............................] - ETA: 22:24 - loss: 389.2728 - logits_profile_predictions_loss: 385.5010 - logcount_predictions_loss: 0.1985 39/2423 [..............................] - ETA: 22:23 - loss: 389.3382 - logits_profile_predictions_loss: 385.5725 - logcount_predictions_loss: 0.1982 40/2423 [..............................] - ETA: 22:23 - loss: 389.3846 - logits_profile_predictions_loss: 385.6253 - logcount_predictions_loss: 0.1979 41/2423 [..............................] - ETA: 22:22 - loss: 389.4118 - logits_profile_predictions_loss: 385.6589 - logcount_predictions_loss: 0.1975 42/2423 [..............................] - ETA: 22:21 - loss: 389.4690 - logits_profile_predictions_loss: 385.7218 - logcount_predictions_loss: 0.1972 43/2423 [..............................] - ETA: 22:21 - loss: 389.5143 - logits_profile_predictions_loss: 385.7720 - logcount_predictions_loss: 0.1970 44/2423 [..............................] - ETA: 22:20 - loss: 389.5637 - logits_profile_predictions_loss: 385.8259 - logcount_predictions_loss: 0.1967 45/2423 [..............................] - ETA: 22:20 - loss: 389.6231 - logits_profile_predictions_loss: 385.8889 - logcount_predictions_loss: 0.1965 46/2423 [..............................] - ETA: 22:19 - loss: 389.6572 - logits_profile_predictions_loss: 385.9269 - logcount_predictions_loss: 0.1963 47/2423 [..............................] - ETA: 22:19 - loss: 389.6810 - logits_profile_predictions_loss: 385.9543 - logcount_predictions_loss: 0.1961 48/2423 [..............................] - ETA: 22:18 - loss: 389.7216 - logits_profile_predictions_loss: 385.9989 - logcount_predictions_loss: 0.1959 49/2423 [..............................] - ETA: 22:17 - loss: 389.7631 - logits_profile_predictions_loss: 386.0441 - logcount_predictions_loss: 0.1957 50/2423 [..............................] - ETA: 22:17 - loss: 389.8089 - logits_profile_predictions_loss: 386.0930 - logcount_predictions_loss: 0.1956 51/2423 [..............................] - ETA: 22:16 - loss: 389.8687 - logits_profile_predictions_loss: 386.1559 - logcount_predictions_loss: 0.1954 52/2423 [..............................] - ETA: 22:16 - loss: 389.9126 - logits_profile_predictions_loss: 386.2024 - logcount_predictions_loss: 0.1953 53/2423 [..............................] - ETA: 22:15 - loss: 389.9793 - logits_profile_predictions_loss: 386.2720 - logcount_predictions_loss: 0.1951 54/2423 [..............................] - ETA: 22:15 - loss: 390.0305 - logits_profile_predictions_loss: 386.3265 - logcount_predictions_loss: 0.1949 55/2423 [..............................] - ETA: 22:14 - loss: 390.0815 - logits_profile_predictions_loss: 386.3812 - logcount_predictions_loss: 0.1948 56/2423 [..............................] - ETA: 22:14 - loss: 390.1361 - logits_profile_predictions_loss: 386.4390 - logcount_predictions_loss: 0.1946 57/2423 [..............................] - ETA: 22:13 - loss: 390.1925 - logits_profile_predictions_loss: 386.4988 - logcount_predictions_loss: 0.1944 58/2423 [..............................] - ETA: 22:12 - loss: 390.2490 - logits_profile_predictions_loss: 386.5582 - logcount_predictions_loss: 0.1943 59/2423 [..............................] - ETA: 22:12 - loss: 390.3057 - logits_profile_predictions_loss: 386.6175 - logcount_predictions_loss: 0.1941 60/2423 [..............................] - ETA: 22:11 - loss: 390.3492 - logits_profile_predictions_loss: 386.6634 - logcount_predictions_loss: 0.1940 61/2423 [..............................] - ETA: 22:11 - loss: 390.3819 - logits_profile_predictions_loss: 386.6985 - logcount_predictions_loss: 0.1939 62/2423 [..............................] - ETA: 22:10 - loss: 390.4074 - logits_profile_predictions_loss: 386.7260 - logcount_predictions_loss: 0.1938 63/2423 [..............................] - ETA: 22:10 - loss: 390.4337 - logits_profile_predictions_loss: 386.7544 - logcount_predictions_loss: 0.1936 64/2423 [..............................] - ETA: 22:09 - loss: 390.4646 - logits_profile_predictions_loss: 386.7870 - logcount_predictions_loss: 0.1936 65/2423 [..............................] - ETA: 22:08 - loss: 390.4976 - logits_profile_predictions_loss: 386.8215 - logcount_predictions_loss: 0.1935 66/2423 [..............................] - ETA: 22:08 - loss: 390.5349 - logits_profile_predictions_loss: 386.8600 - logcount_predictions_loss: 0.1934 67/2423 [..............................] - ETA: 22:07 - loss: 390.5812 - logits_profile_predictions_loss: 386.9075 - logcount_predictions_loss: 0.1934 68/2423 [..............................] - ETA: 22:07 - loss: 390.6189 - logits_profile_predictions_loss: 386.9463 - logcount_predictions_loss: 0.1933 69/2423 [..............................] - ETA: 22:06 - loss: 390.6586 - logits_profile_predictions_loss: 386.9871 - logcount_predictions_loss: 0.1932 70/2423 [..............................] - ETA: 22:06 - loss: 390.6962 - logits_profile_predictions_loss: 387.0257 - logcount_predictions_loss: 0.1932 71/2423 [..............................] - ETA: 22:05 - loss: 390.7227 - logits_profile_predictions_loss: 387.0532 - logcount_predictions_loss: 0.1931 72/2423 [..............................] - ETA: 22:04 - loss: 390.7491 - logits_profile_predictions_loss: 387.0806 - logcount_predictions_loss: 0.1931 73/2423 [..............................] - ETA: 22:04 - loss: 390.7676 - logits_profile_predictions_loss: 387.1002 - logcount_predictions_loss: 0.1930 74/2423 [..............................] - ETA: 22:03 - loss: 390.7839 - logits_profile_predictions_loss: 387.1177 - logcount_predictions_loss: 0.1930 75/2423 [..............................] - ETA: 22:03 - loss: 390.7913 - logits_profile_predictions_loss: 387.1260 - logcount_predictions_loss: 0.1929 76/2423 [..............................] - ETA: 22:02 - loss: 390.8054 - logits_profile_predictions_loss: 387.1412 - logcount_predictions_loss: 0.1929 77/2423 [..............................] - ETA: 22:02 - loss: 390.8162 - logits_profile_predictions_loss: 387.1525 - logcount_predictions_loss: 0.1928 78/2423 [..............................] - ETA: 22:01 - loss: 390.8259 - logits_profile_predictions_loss: 387.1625 - logcount_predictions_loss: 0.1928 79/2423 [..............................] - ETA: 22:01 - loss: 390.8373 - logits_profile_predictions_loss: 387.1744 - logcount_predictions_loss: 0.1928 80/2423 [..............................] - ETA: 22:00 - loss: 390.8482 - logits_profile_predictions_loss: 387.1855 - logcount_predictions_loss: 0.1928 81/2423 [>.............................] - ETA: 21:59 - loss: 390.8593 - logits_profile_predictions_loss: 387.1968 - logcount_predictions_loss: 0.1928 82/2423 [>.............................] - ETA: 21:59 - loss: 390.8737 - logits_profile_predictions_loss: 387.2114 - logcount_predictions_loss: 0.1928 83/2423 [>.............................] - ETA: 21:58 - loss: 390.8857 - logits_profile_predictions_loss: 387.2237 - logcount_predictions_loss: 0.1927 84/2423 [>.............................] - ETA: 21:58 - loss: 390.8945 - logits_profile_predictions_loss: 387.2325 - logcount_predictions_loss: 0.1927 85/2423 [>.............................] - ETA: 21:57 - loss: 390.8990 - logits_profile_predictions_loss: 387.2370 - logcount_predictions_loss: 0.1927 86/2423 [>.............................] - ETA: 21:57 - loss: 390.8958 - logits_profile_predictions_loss: 387.2336 - logcount_predictions_loss: 0.1927 87/2423 [>.............................] - ETA: 21:56 - loss: 390.8861 - logits_profile_predictions_loss: 387.2239 - logcount_predictions_loss: 0.1927 88/2423 [>.............................] - ETA: 21:56 - loss: 390.8751 - logits_profile_predictions_loss: 387.2129 - logcount_predictions_loss: 0.1927 89/2423 [>.............................] - ETA: 21:55 - loss: 390.8691 - logits_profile_predictions_loss: 387.2069 - logcount_predictions_loss: 0.1927 90/2423 [>.............................] - ETA: 21:54 - loss: 390.8634 - logits_profile_predictions_loss: 387.2013 - logcount_predictions_loss: 0.1927 91/2423 [>.............................] - ETA: 21:54 - loss: 390.8560 - logits_profile_predictions_loss: 387.1940 - logcount_predictions_loss: 0.1927 92/2423 [>.............................] - ETA: 21:53 - loss: 390.8437 - logits_profile_predictions_loss: 387.1816 - logcount_predictions_loss: 0.1927 93/2423 [>.............................] - ETA: 21:53 - loss: 390.8300 - logits_profile_predictions_loss: 387.1678 - logcount_predictions_loss: 0.1927 94/2423 [>.............................] - ETA: 21:52 - loss: 390.8181 - logits_profile_predictions_loss: 387.1557 - logcount_predictions_loss: 0.1928 95/2423 [>.............................] - ETA: 21:52 - loss: 390.8046 - logits_profile_predictions_loss: 387.1422 - logcount_predictions_loss: 0.1928 96/2423 [>.............................] - ETA: 21:51 - loss: 390.7949 - logits_profile_predictions_loss: 387.1323 - logcount_predictions_loss: 0.1928 97/2423 [>.............................] - ETA: 21:50 - loss: 390.7883 - logits_profile_predictions_loss: 387.1255 - logcount_predictions_loss: 0.1928 98/2423 [>.............................] - ETA: 21:50 - loss: 390.7842 - logits_profile_predictions_loss: 387.1211 - logcount_predictions_loss: 0.1928 99/2423 [>.............................] - ETA: 21:49 - loss: 390.7853 - logits_profile_predictions_loss: 387.1221 - logcount_predictions_loss: 0.1928 100/2423 [>.............................] - ETA: 21:49 - loss: 390.7842 - logits_profile_predictions_loss: 387.1206 - logcount_predictions_loss: 0.1928 101/2423 [>.............................] - ETA: 21:48 - loss: 390.7816 - logits_profile_predictions_loss: 387.1177 - logcount_predictions_loss: 0.1928 102/2423 [>.............................] - ETA: 21:48 - loss: 390.7794 - logits_profile_predictions_loss: 387.1152 - logcount_predictions_loss: 0.1929 103/2423 [>.............................] - ETA: 21:47 - loss: 390.7764 - logits_profile_predictions_loss: 387.1120 - logcount_predictions_loss: 0.1929 104/2423 [>.............................] - ETA: 21:46 - loss: 390.7725 - logits_profile_predictions_loss: 387.1080 - logcount_predictions_loss: 0.1929 105/2423 [>.............................] - ETA: 21:46 - loss: 390.7674 - logits_profile_predictions_loss: 387.1028 - logcount_predictions_loss: 0.1929 106/2423 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[>.............................] - ETA: 21:16 - loss: 390.7596 - logits_profile_predictions_loss: 387.0841 - logcount_predictions_loss: 0.1934 159/2423 [>.............................] - ETA: 21:16 - loss: 390.7499 - logits_profile_predictions_loss: 387.0742 - logcount_predictions_loss: 0.1935 160/2423 [>.............................] - ETA: 21:15 - loss: 390.7415 - logits_profile_predictions_loss: 387.0657 - logcount_predictions_loss: 0.1935 161/2423 [>.............................] - ETA: 21:14 - loss: 390.7327 - logits_profile_predictions_loss: 387.0568 - logcount_predictions_loss: 0.1935 162/2423 [=>............................] - ETA: 21:14 - loss: 390.7236 - logits_profile_predictions_loss: 387.0476 - logcount_predictions_loss: 0.1935 163/2423 [=>............................] - ETA: 21:13 - loss: 390.7149 - logits_profile_predictions_loss: 387.0388 - logcount_predictions_loss: 0.1935 164/2423 [=>............................] - ETA: 21:13 - loss: 390.7056 - 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[====>.........................] - ETA: 18:35 - loss: 390.1349 - logits_profile_predictions_loss: 386.4322 - logcount_predictions_loss: 0.1949 445/2423 [====>.........................] - ETA: 18:34 - loss: 390.1371 - logits_profile_predictions_loss: 386.4343 - logcount_predictions_loss: 0.1949 446/2423 [====>.........................] - ETA: 18:34 - loss: 390.1393 - logits_profile_predictions_loss: 386.4365 - logcount_predictions_loss: 0.1949 447/2423 [====>.........................] - ETA: 18:33 - loss: 390.1413 - logits_profile_predictions_loss: 386.4386 - logcount_predictions_loss: 0.1949 448/2423 [====>.........................] - ETA: 18:33 - loss: 390.1434 - logits_profile_predictions_loss: 386.4407 - logcount_predictions_loss: 0.1949 449/2423 [====>.........................] - ETA: 18:32 - loss: 390.1454 - logits_profile_predictions_loss: 386.4427 - logcount_predictions_loss: 0.1949 450/2423 [====>.........................] - ETA: 18:32 - loss: 390.1473 - 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[====>.........................] - ETA: 18:28 - loss: 390.1605 - logits_profile_predictions_loss: 386.4577 - logcount_predictions_loss: 0.1949 458/2423 [====>.........................] - ETA: 18:27 - loss: 390.1623 - logits_profile_predictions_loss: 386.4595 - logcount_predictions_loss: 0.1949 459/2423 [====>.........................] - ETA: 18:27 - loss: 390.1642 - logits_profile_predictions_loss: 386.4614 - logcount_predictions_loss: 0.1949 460/2423 [====>.........................] - ETA: 18:26 - loss: 390.1662 - logits_profile_predictions_loss: 386.4634 - logcount_predictions_loss: 0.1949 461/2423 [====>.........................] - ETA: 18:25 - loss: 390.1681 - logits_profile_predictions_loss: 386.4653 - logcount_predictions_loss: 0.1949 462/2423 [====>.........................] - ETA: 18:25 - loss: 390.1700 - logits_profile_predictions_loss: 386.4672 - logcount_predictions_loss: 0.1949 463/2423 [====>.........................] - ETA: 18:24 - loss: 390.1717 - 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[====>.........................] - ETA: 18:20 - loss: 390.1876 - logits_profile_predictions_loss: 386.4846 - logcount_predictions_loss: 0.1949 471/2423 [====>.........................] - ETA: 18:20 - loss: 390.1900 - logits_profile_predictions_loss: 386.4870 - logcount_predictions_loss: 0.1949 472/2423 [====>.........................] - ETA: 18:19 - loss: 390.1927 - logits_profile_predictions_loss: 386.4896 - logcount_predictions_loss: 0.1949 473/2423 [====>.........................] - ETA: 18:19 - loss: 390.1955 - logits_profile_predictions_loss: 386.4924 - logcount_predictions_loss: 0.1949 474/2423 [====>.........................] - ETA: 18:18 - loss: 390.1984 - logits_profile_predictions_loss: 386.4953 - logcount_predictions_loss: 0.1949 475/2423 [====>.........................] - ETA: 18:18 - loss: 390.2014 - logits_profile_predictions_loss: 386.4982 - logcount_predictions_loss: 0.1949 476/2423 [====>.........................] - ETA: 18:17 - loss: 390.2041 - 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[====>.........................] - ETA: 18:13 - loss: 390.2265 - logits_profile_predictions_loss: 386.5230 - logcount_predictions_loss: 0.1949 484/2423 [====>.........................] - ETA: 18:12 - loss: 390.2297 - logits_profile_predictions_loss: 386.5262 - logcount_predictions_loss: 0.1949 485/2423 [=====>........................] - ETA: 18:12 - loss: 390.2329 - logits_profile_predictions_loss: 386.5293 - logcount_predictions_loss: 0.1949 486/2423 [=====>........................] - ETA: 18:11 - loss: 390.2360 - logits_profile_predictions_loss: 386.5324 - logcount_predictions_loss: 0.1949 487/2423 [=====>........................] - ETA: 18:11 - loss: 390.2392 - logits_profile_predictions_loss: 386.5355 - logcount_predictions_loss: 0.1949 488/2423 [=====>........................] - ETA: 18:10 - loss: 390.2425 - logits_profile_predictions_loss: 386.5387 - logcount_predictions_loss: 0.1949 489/2423 [=====>........................] - ETA: 18:10 - loss: 390.2455 - 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[=====>........................] - ETA: 18:06 - loss: 390.2661 - logits_profile_predictions_loss: 386.5620 - logcount_predictions_loss: 0.1950 497/2423 [=====>........................] - ETA: 18:05 - loss: 390.2691 - logits_profile_predictions_loss: 386.5650 - logcount_predictions_loss: 0.1950 498/2423 [=====>........................] - ETA: 18:05 - loss: 390.2722 - logits_profile_predictions_loss: 386.5680 - logcount_predictions_loss: 0.1950 499/2423 [=====>........................] - ETA: 18:04 - loss: 390.2752 - logits_profile_predictions_loss: 386.5709 - logcount_predictions_loss: 0.1950 500/2423 [=====>........................] - ETA: 18:03 - loss: 390.2781 - logits_profile_predictions_loss: 386.5738 - logcount_predictions_loss: 0.1950 501/2423 [=====>........................] - ETA: 18:03 - loss: 390.2813 - logits_profile_predictions_loss: 386.5770 - logcount_predictions_loss: 0.1950 502/2423 [=====>........................] - ETA: 18:02 - loss: 390.2847 - 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[=====>........................] - ETA: 17:58 - loss: 390.3076 - logits_profile_predictions_loss: 386.6029 - logcount_predictions_loss: 0.1950 510/2423 [=====>........................] - ETA: 17:58 - loss: 390.3108 - logits_profile_predictions_loss: 386.6061 - logcount_predictions_loss: 0.1950 511/2423 [=====>........................] - ETA: 17:57 - loss: 390.3140 - logits_profile_predictions_loss: 386.6093 - logcount_predictions_loss: 0.1950 512/2423 [=====>........................] - ETA: 17:57 - loss: 390.3173 - logits_profile_predictions_loss: 386.6125 - logcount_predictions_loss: 0.1950 513/2423 [=====>........................] - ETA: 17:56 - loss: 390.3206 - logits_profile_predictions_loss: 386.6157 - logcount_predictions_loss: 0.1950 514/2423 [=====>........................] - ETA: 17:56 - loss: 390.3239 - logits_profile_predictions_loss: 386.6190 - logcount_predictions_loss: 0.1950 515/2423 [=====>........................] - ETA: 17:55 - loss: 390.3270 - 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[============================>.] - ETA: 16s - loss: 392.4565 - logits_profile_predictions_loss: 388.6730 - logcount_predictions_loss: 0.1991 2395/2423 [============================>.] - ETA: 15s - loss: 392.4568 - logits_profile_predictions_loss: 388.6732 - logcount_predictions_loss: 0.1991 2396/2423 [============================>.] - ETA: 15s - loss: 392.4570 - logits_profile_predictions_loss: 388.6735 - logcount_predictions_loss: 0.1991 2397/2423 [============================>.] - ETA: 14s - loss: 392.4573 - logits_profile_predictions_loss: 388.6737 - logcount_predictions_loss: 0.1991 2398/2423 [============================>.] - ETA: 14s - loss: 392.4576 - logits_profile_predictions_loss: 388.6739 - logcount_predictions_loss: 0.1992 2399/2423 [============================>.] - ETA: 13s - loss: 392.4578 - logits_profile_predictions_loss: 388.6742 - logcount_predictions_loss: 0.1992 2400/2423 [============================>.] - ETA: 12s - loss: 392.4581 - logits_profile_predictions_loss: 388.6744 - logcount_predictions_loss: 0.1992 2401/2423 [============================>.] - ETA: 12s - loss: 392.4583 - logits_profile_predictions_loss: 388.6746 - logcount_predictions_loss: 0.1992 2402/2423 [============================>.] - ETA: 11s - loss: 392.4586 - logits_profile_predictions_loss: 388.6749 - logcount_predictions_loss: 0.1992 2403/2423 [============================>.] - ETA: 11s - loss: 392.4588 - logits_profile_predictions_loss: 388.6751 - logcount_predictions_loss: 0.1992 2404/2423 [============================>.] - ETA: 10s - loss: 392.4591 - logits_profile_predictions_loss: 388.6753 - logcount_predictions_loss: 0.1992 2405/2423 [============================>.] - ETA: 10s - loss: 392.4593 - logits_profile_predictions_loss: 388.6756 - logcount_predictions_loss: 0.1992 2406/2423 [============================>.] - ETA: 9s - loss: 392.4596 - logits_profile_predictions_loss: 388.6758 - logcount_predictions_loss: 0.1992  2407/2423 [============================>.] - ETA: 9s - loss: 392.4598 - logits_profile_predictions_loss: 388.6760 - logcount_predictions_loss: 0.1992 2408/2423 [============================>.] - ETA: 8s - loss: 392.4601 - logits_profile_predictions_loss: 388.6763 - logcount_predictions_loss: 0.1992 2409/2423 [============================>.] - ETA: 7s - loss: 392.4604 - logits_profile_predictions_loss: 388.6765 - logcount_predictions_loss: 0.1992 2410/2423 [============================>.] - ETA: 7s - loss: 392.4606 - logits_profile_predictions_loss: 388.6768 - logcount_predictions_loss: 0.1992 2411/2423 [============================>.] - ETA: 6s - loss: 392.4609 - logits_profile_predictions_loss: 388.6770 - logcount_predictions_loss: 0.1992 2412/2423 [============================>.] - ETA: 6s - loss: 392.4612 - logits_profile_predictions_loss: 388.6773 - logcount_predictions_loss: 0.1992 2413/2423 [============================>.] - ETA: 5s - loss: 392.4615 - logits_profile_predictions_loss: 388.6776 - logcount_predictions_loss: 0.1992 2414/2423 [============================>.] - ETA: 5s - loss: 392.4617 - logits_profile_predictions_loss: 388.6778 - logcount_predictions_loss: 0.1992 2415/2423 [============================>.] - ETA: 4s - loss: 392.4620 - logits_profile_predictions_loss: 388.6781 - logcount_predictions_loss: 0.1992 2416/2423 [============================>.] - ETA: 3s - loss: 392.4623 - logits_profile_predictions_loss: 388.6783 - logcount_predictions_loss: 0.1992 2417/2423 [============================>.] - ETA: 3s - loss: 392.4626 - logits_profile_predictions_loss: 388.6786 - logcount_predictions_loss: 0.1992 2418/2423 [============================>.] - ETA: 2s - loss: 392.4628 - logits_profile_predictions_loss: 388.6789 - logcount_predictions_loss: 0.1992 2419/2423 [============================>.] - ETA: 2s - loss: 392.4631 - logits_profile_predictions_loss: 388.6791 - logcount_predictions_loss: 0.1992 2420/2423 [============================>.] - ETA: 1s - loss: 392.4634 - logits_profile_predictions_loss: 388.6794 - logcount_predictions_loss: 0.1992 2421/2423 [============================>.] - ETA: 1s - loss: 392.4637 - logits_profile_predictions_loss: 388.6796 - logcount_predictions_loss: 0.1992 2422/2423 [============================>.] - ETA: 0s - loss: 392.4640 - logits_profile_predictions_loss: 388.6799 - logcount_predictions_loss: 0.1992 2423/2423 [==============================] - ETA: 0s - loss: 392.4642 - logits_profile_predictions_loss: 388.6802 - logcount_predictions_loss: 0.1992 2423/2423 [==============================] - 1420s 586ms/step - loss: 392.4645 - logits_profile_predictions_loss: 388.6804 - logcount_predictions_loss: 0.1992 - val_loss: 473.2934 - val_logits_profile_predictions_loss: 463.5104 - val_logcount_predictions_loss: 0.5149 Epoch 00017: val_loss did not improve from 470.94873 Epoch 18/50 1/2423 [..............................] - ETA: 23:23 - loss: 395.5860 - logits_profile_predictions_loss: 391.6920 - logcount_predictions_loss: 0.2049 2/2423 [..............................] - ETA: 22:41 - loss: 396.1909 - logits_profile_predictions_loss: 392.4427 - logcount_predictions_loss: 0.1973 3/2423 [..............................] - ETA: 22:41 - loss: 388.9918 - logits_profile_predictions_loss: 385.2241 - logcount_predictions_loss: 0.1983 4/2423 [..............................] - ETA: 22:40 - loss: 386.8462 - logits_profile_predictions_loss: 382.9184 - logcount_predictions_loss: 0.2067 5/2423 [..............................] - ETA: 22:40 - loss: 385.4930 - logits_profile_predictions_loss: 381.4872 - logcount_predictions_loss: 0.2108 6/2423 [..............................] - ETA: 22:39 - loss: 383.5207 - logits_profile_predictions_loss: 379.4980 - logcount_predictions_loss: 0.2117 7/2423 [..............................] - ETA: 22:38 - loss: 382.4531 - logits_profile_predictions_loss: 378.4284 - logcount_predictions_loss: 0.2118 8/2423 [..............................] - ETA: 22:38 - loss: 382.4134 - logits_profile_predictions_loss: 378.3736 - logcount_predictions_loss: 0.2126 9/2423 [..............................] - ETA: 22:37 - loss: 382.7639 - logits_profile_predictions_loss: 378.7327 - logcount_predictions_loss: 0.2122 10/2423 [..............................] - ETA: 22:37 - loss: 382.8989 - logits_profile_predictions_loss: 378.8769 - logcount_predictions_loss: 0.2117 11/2423 [..............................] - ETA: 22:36 - loss: 383.3201 - logits_profile_predictions_loss: 379.3110 - logcount_predictions_loss: 0.2110 12/2423 [..............................] - ETA: 22:36 - loss: 383.4579 - logits_profile_predictions_loss: 379.4486 - logcount_predictions_loss: 0.2110 13/2423 [..............................] - ETA: 22:36 - loss: 383.3953 - logits_profile_predictions_loss: 379.3863 - logcount_predictions_loss: 0.2110 14/2423 [..............................] - ETA: 22:36 - loss: 383.1726 - logits_profile_predictions_loss: 379.1682 - logcount_predictions_loss: 0.2108 15/2423 [..............................] - ETA: 22:35 - loss: 382.9912 - logits_profile_predictions_loss: 378.9941 - logcount_predictions_loss: 0.2104 16/2423 [..............................] - ETA: 22:35 - loss: 382.8389 - logits_profile_predictions_loss: 378.8469 - logcount_predictions_loss: 0.2101 17/2423 [..............................] - ETA: 22:34 - loss: 382.6686 - logits_profile_predictions_loss: 378.6791 - logcount_predictions_loss: 0.2100 18/2423 [..............................] - ETA: 22:33 - loss: 382.4271 - logits_profile_predictions_loss: 378.4434 - logcount_predictions_loss: 0.2097 19/2423 [..............................] - ETA: 22:33 - loss: 382.2483 - logits_profile_predictions_loss: 378.2735 - logcount_predictions_loss: 0.2092 20/2423 [..............................] - ETA: 22:32 - loss: 382.0121 - logits_profile_predictions_loss: 378.0467 - logcount_predictions_loss: 0.2087 21/2423 [..............................] - ETA: 22:32 - loss: 381.7959 - logits_profile_predictions_loss: 377.8394 - logcount_predictions_loss: 0.2082 22/2423 [..............................] - ETA: 22:31 - loss: 381.6044 - logits_profile_predictions_loss: 377.6566 - logcount_predictions_loss: 0.2078 23/2423 [..............................] - ETA: 22:31 - loss: 381.4934 - logits_profile_predictions_loss: 377.5543 - logcount_predictions_loss: 0.2073 24/2423 [..............................] - ETA: 22:30 - loss: 381.3868 - logits_profile_predictions_loss: 377.4542 - logcount_predictions_loss: 0.2070 25/2423 [..............................] - ETA: 22:30 - loss: 381.3549 - logits_profile_predictions_loss: 377.4301 - logcount_predictions_loss: 0.2066 26/2423 [..............................] - ETA: 22:29 - loss: 381.3166 - logits_profile_predictions_loss: 377.3990 - logcount_predictions_loss: 0.2062 27/2423 [..............................] - ETA: 22:29 - loss: 381.3515 - logits_profile_predictions_loss: 377.4406 - logcount_predictions_loss: 0.2058 28/2423 [..............................] - ETA: 22:29 - loss: 381.3841 - logits_profile_predictions_loss: 377.4785 - logcount_predictions_loss: 0.2056 29/2423 [..............................] - ETA: 22:28 - loss: 381.4623 - logits_profile_predictions_loss: 377.5624 - logcount_predictions_loss: 0.2053 30/2423 [..............................] - ETA: 22:28 - loss: 381.5584 - logits_profile_predictions_loss: 377.6635 - logcount_predictions_loss: 0.2050 31/2423 [..............................] - ETA: 22:27 - loss: 381.6616 - logits_profile_predictions_loss: 377.7725 - logcount_predictions_loss: 0.2047 32/2423 [..............................] - ETA: 22:27 - loss: 381.7288 - logits_profile_predictions_loss: 377.8454 - logcount_predictions_loss: 0.2044 33/2423 [..............................] - ETA: 22:26 - loss: 381.7893 - logits_profile_predictions_loss: 377.9119 - logcount_predictions_loss: 0.2041 34/2423 [..............................] - ETA: 22:25 - loss: 381.8714 - logits_profile_predictions_loss: 378.0005 - logcount_predictions_loss: 0.2037 35/2423 [..............................] - ETA: 22:25 - loss: 381.9422 - logits_profile_predictions_loss: 378.0773 - logcount_predictions_loss: 0.2034 36/2423 [..............................] - ETA: 22:24 - loss: 382.0052 - logits_profile_predictions_loss: 378.1458 - logcount_predictions_loss: 0.2031 37/2423 [..............................] - ETA: 22:24 - loss: 382.0612 - logits_profile_predictions_loss: 378.2076 - logcount_predictions_loss: 0.2028 38/2423 [..............................] - ETA: 22:23 - loss: 382.1015 - logits_profile_predictions_loss: 378.2534 - logcount_predictions_loss: 0.2025 39/2423 [..............................] - ETA: 22:23 - loss: 382.1477 - logits_profile_predictions_loss: 378.3037 - logcount_predictions_loss: 0.2023 40/2423 [..............................] - ETA: 22:22 - loss: 382.1803 - logits_profile_predictions_loss: 378.3405 - logcount_predictions_loss: 0.2021 41/2423 [..............................] - ETA: 22:21 - loss: 382.1758 - logits_profile_predictions_loss: 378.3403 - logcount_predictions_loss: 0.2019 42/2423 [..............................] - ETA: 22:21 - loss: 382.1816 - logits_profile_predictions_loss: 378.3503 - logcount_predictions_loss: 0.2016 43/2423 [..............................] - ETA: 22:20 - loss: 382.2133 - logits_profile_predictions_loss: 378.3864 - logcount_predictions_loss: 0.2014 44/2423 [..............................] - ETA: 22:20 - loss: 382.2260 - logits_profile_predictions_loss: 378.4034 - logcount_predictions_loss: 0.2012 45/2423 [..............................] - ETA: 22:19 - loss: 382.2321 - logits_profile_predictions_loss: 378.4135 - logcount_predictions_loss: 0.2010 46/2423 [..............................] - ETA: 22:19 - loss: 382.2442 - logits_profile_predictions_loss: 378.4291 - logcount_predictions_loss: 0.2008 47/2423 [..............................] - ETA: 22:18 - loss: 382.2596 - logits_profile_predictions_loss: 378.4478 - logcount_predictions_loss: 0.2006 48/2423 [..............................] - ETA: 22:17 - loss: 382.2745 - logits_profile_predictions_loss: 378.4660 - logcount_predictions_loss: 0.2004 49/2423 [..............................] - ETA: 22:17 - loss: 382.2942 - logits_profile_predictions_loss: 378.4887 - logcount_predictions_loss: 0.2003 50/2423 [..............................] - ETA: 22:16 - loss: 382.3381 - logits_profile_predictions_loss: 378.5360 - logcount_predictions_loss: 0.2001 51/2423 [..............................] - ETA: 22:16 - loss: 382.3817 - logits_profile_predictions_loss: 378.5819 - logcount_predictions_loss: 0.2000 52/2423 [..............................] - ETA: 22:15 - loss: 382.4331 - logits_profile_predictions_loss: 378.6357 - logcount_predictions_loss: 0.1999 53/2423 [..............................] - ETA: 22:14 - loss: 382.4696 - logits_profile_predictions_loss: 378.6741 - logcount_predictions_loss: 0.1998 54/2423 [..............................] - ETA: 22:14 - loss: 382.4958 - logits_profile_predictions_loss: 378.7024 - logcount_predictions_loss: 0.1997 55/2423 [..............................] - ETA: 22:13 - loss: 382.5173 - logits_profile_predictions_loss: 378.7259 - logcount_predictions_loss: 0.1996 56/2423 [..............................] - ETA: 22:13 - loss: 382.5472 - logits_profile_predictions_loss: 378.7576 - logcount_predictions_loss: 0.1995 57/2423 [..............................] - ETA: 22:12 - loss: 382.5813 - logits_profile_predictions_loss: 378.7937 - logcount_predictions_loss: 0.1993 58/2423 [..............................] - ETA: 22:12 - loss: 382.6162 - logits_profile_predictions_loss: 378.8307 - logcount_predictions_loss: 0.1992 59/2423 [..............................] - ETA: 22:11 - loss: 382.6474 - logits_profile_predictions_loss: 378.8639 - logcount_predictions_loss: 0.1991 60/2423 [..............................] - ETA: 22:11 - loss: 382.6771 - logits_profile_predictions_loss: 378.8959 - logcount_predictions_loss: 0.1990 61/2423 [..............................] - ETA: 22:10 - loss: 382.7031 - logits_profile_predictions_loss: 378.9243 - logcount_predictions_loss: 0.1989 62/2423 [..............................] - ETA: 22:10 - loss: 382.7311 - logits_profile_predictions_loss: 378.9547 - logcount_predictions_loss: 0.1988 63/2423 [..............................] - ETA: 22:09 - loss: 382.7634 - logits_profile_predictions_loss: 378.9894 - logcount_predictions_loss: 0.1986 64/2423 [..............................] - ETA: 22:08 - loss: 382.7943 - logits_profile_predictions_loss: 379.0222 - logcount_predictions_loss: 0.1985 65/2423 [..............................] - ETA: 22:08 - loss: 382.8262 - logits_profile_predictions_loss: 379.0561 - logcount_predictions_loss: 0.1984 66/2423 [..............................] - ETA: 22:07 - loss: 382.8666 - logits_profile_predictions_loss: 379.0985 - logcount_predictions_loss: 0.1983 67/2423 [..............................] - ETA: 22:07 - loss: 382.8984 - logits_profile_predictions_loss: 379.1325 - logcount_predictions_loss: 0.1982 68/2423 [..............................] - ETA: 22:06 - loss: 382.9233 - logits_profile_predictions_loss: 379.1593 - logcount_predictions_loss: 0.1981 69/2423 [..............................] - ETA: 22:06 - loss: 382.9504 - logits_profile_predictions_loss: 379.1883 - logcount_predictions_loss: 0.1980 70/2423 [..............................] - ETA: 22:05 - loss: 382.9620 - logits_profile_predictions_loss: 379.2016 - logcount_predictions_loss: 0.1979 71/2423 [..............................] - ETA: 22:04 - loss: 382.9748 - logits_profile_predictions_loss: 379.2161 - logcount_predictions_loss: 0.1978 72/2423 [..............................] - ETA: 22:04 - loss: 382.9889 - logits_profile_predictions_loss: 379.2318 - logcount_predictions_loss: 0.1977 73/2423 [..............................] - ETA: 22:03 - loss: 383.0010 - logits_profile_predictions_loss: 379.2455 - logcount_predictions_loss: 0.1977 74/2423 [..............................] - ETA: 22:03 - loss: 383.0092 - logits_profile_predictions_loss: 379.2554 - logcount_predictions_loss: 0.1976 75/2423 [..............................] - ETA: 22:02 - loss: 383.0191 - logits_profile_predictions_loss: 379.2669 - logcount_predictions_loss: 0.1975 76/2423 [..............................] - ETA: 22:02 - loss: 383.0315 - logits_profile_predictions_loss: 379.2809 - logcount_predictions_loss: 0.1974 77/2423 [..............................] - ETA: 22:01 - loss: 383.0475 - logits_profile_predictions_loss: 379.2984 - logcount_predictions_loss: 0.1973 78/2423 [..............................] - ETA: 22:00 - loss: 383.0689 - logits_profile_predictions_loss: 379.3214 - logcount_predictions_loss: 0.1972 79/2423 [..............................] - ETA: 22:00 - loss: 383.0842 - logits_profile_predictions_loss: 379.3384 - logcount_predictions_loss: 0.1971 80/2423 [..............................] - ETA: 21:59 - loss: 383.1019 - logits_profile_predictions_loss: 379.3578 - logcount_predictions_loss: 0.1971 81/2423 [>.............................] - ETA: 21:59 - loss: 383.1116 - logits_profile_predictions_loss: 379.3691 - logcount_predictions_loss: 0.1970 82/2423 [>.............................] - ETA: 21:58 - loss: 383.1184 - logits_profile_predictions_loss: 379.3777 - logcount_predictions_loss: 0.1969 83/2423 [>.............................] - ETA: 21:58 - loss: 383.1268 - logits_profile_predictions_loss: 379.3880 - logcount_predictions_loss: 0.1968 84/2423 [>.............................] - ETA: 21:57 - loss: 383.1324 - logits_profile_predictions_loss: 379.3953 - logcount_predictions_loss: 0.1967 85/2423 [>.............................] - ETA: 21:56 - loss: 383.1361 - logits_profile_predictions_loss: 379.4008 - logcount_predictions_loss: 0.1966 86/2423 [>.............................] - ETA: 21:56 - loss: 383.1365 - logits_profile_predictions_loss: 379.4028 - logcount_predictions_loss: 0.1965 87/2423 [>.............................] - ETA: 21:55 - loss: 383.1502 - logits_profile_predictions_loss: 379.4184 - logcount_predictions_loss: 0.1964 88/2423 [>.............................] - ETA: 21:55 - loss: 383.1586 - logits_profile_predictions_loss: 379.4287 - logcount_predictions_loss: 0.1963 89/2423 [>.............................] - ETA: 21:54 - loss: 383.1662 - logits_profile_predictions_loss: 379.4382 - logcount_predictions_loss: 0.1962 90/2423 [>.............................] - ETA: 21:54 - loss: 383.1728 - logits_profile_predictions_loss: 379.4466 - logcount_predictions_loss: 0.1961 91/2423 [>.............................] - ETA: 21:53 - loss: 383.1734 - logits_profile_predictions_loss: 379.4488 - logcount_predictions_loss: 0.1960 92/2423 [>.............................] - ETA: 21:52 - loss: 383.1760 - logits_profile_predictions_loss: 379.4530 - logcount_predictions_loss: 0.1959 93/2423 [>.............................] - ETA: 21:52 - loss: 383.1757 - logits_profile_predictions_loss: 379.4542 - logcount_predictions_loss: 0.1959 94/2423 [>.............................] - ETA: 21:51 - loss: 383.1785 - logits_profile_predictions_loss: 379.4586 - logcount_predictions_loss: 0.1958 95/2423 [>.............................] - ETA: 21:51 - loss: 383.1842 - logits_profile_predictions_loss: 379.4658 - logcount_predictions_loss: 0.1957 96/2423 [>.............................] - ETA: 21:50 - loss: 383.1947 - logits_profile_predictions_loss: 379.4779 - logcount_predictions_loss: 0.1956 97/2423 [>.............................] - ETA: 21:50 - loss: 383.2019 - logits_profile_predictions_loss: 379.4866 - logcount_predictions_loss: 0.1955 98/2423 [>.............................] - ETA: 21:49 - loss: 383.2074 - logits_profile_predictions_loss: 379.4937 - logcount_predictions_loss: 0.1955 99/2423 [>.............................] - ETA: 21:48 - loss: 383.2141 - logits_profile_predictions_loss: 379.5019 - logcount_predictions_loss: 0.1954 100/2423 [>.............................] - ETA: 21:48 - loss: 383.2208 - logits_profile_predictions_loss: 379.5102 - logcount_predictions_loss: 0.1953 101/2423 [>.............................] - ETA: 21:47 - loss: 383.2266 - logits_profile_predictions_loss: 379.5176 - logcount_predictions_loss: 0.1952 102/2423 [>.............................] - ETA: 21:47 - loss: 383.2306 - logits_profile_predictions_loss: 379.5231 - logcount_predictions_loss: 0.1951 103/2423 [>.............................] - ETA: 21:46 - loss: 383.2344 - logits_profile_predictions_loss: 379.5283 - logcount_predictions_loss: 0.1951 104/2423 [>.............................] - ETA: 21:46 - loss: 383.2409 - logits_profile_predictions_loss: 379.5360 - logcount_predictions_loss: 0.1950 105/2423 [>.............................] - ETA: 21:45 - loss: 383.2476 - logits_profile_predictions_loss: 379.5439 - logcount_predictions_loss: 0.1949 106/2423 [>.............................] - ETA: 21:44 - loss: 383.2592 - logits_profile_predictions_loss: 379.5566 - logcount_predictions_loss: 0.1949 107/2423 [>.............................] - ETA: 21:44 - loss: 383.2725 - logits_profile_predictions_loss: 379.5711 - logcount_predictions_loss: 0.1948 108/2423 [>.............................] - ETA: 21:43 - loss: 383.2893 - logits_profile_predictions_loss: 379.5890 - logcount_predictions_loss: 0.1948 109/2423 [>.............................] - ETA: 21:43 - loss: 383.3053 - logits_profile_predictions_loss: 379.6062 - logcount_predictions_loss: 0.1947 110/2423 [>.............................] - ETA: 21:42 - loss: 383.3210 - logits_profile_predictions_loss: 379.6231 - logcount_predictions_loss: 0.1946 111/2423 [>.............................] - ETA: 21:42 - loss: 383.3389 - logits_profile_predictions_loss: 379.6420 - logcount_predictions_loss: 0.1946 112/2423 [>.............................] - ETA: 21:41 - loss: 383.3551 - 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logits_profile_predictions_loss: 382.4069 - logcount_predictions_loss: 0.1880 347/2423 [===>..........................] - ETA: 19:29 - loss: 385.9844 - logits_profile_predictions_loss: 382.4135 - logcount_predictions_loss: 0.1879 348/2423 [===>..........................] - ETA: 19:28 - loss: 385.9906 - logits_profile_predictions_loss: 382.4201 - logcount_predictions_loss: 0.1879 349/2423 [===>..........................] - ETA: 19:28 - loss: 385.9970 - logits_profile_predictions_loss: 382.4268 - logcount_predictions_loss: 0.1879 350/2423 [===>..........................] - ETA: 19:27 - loss: 386.0031 - logits_profile_predictions_loss: 382.4333 - logcount_predictions_loss: 0.1879 351/2423 [===>..........................] - ETA: 19:27 - loss: 386.0091 - logits_profile_predictions_loss: 382.4397 - logcount_predictions_loss: 0.1879 352/2423 [===>..........................] - ETA: 19:26 - loss: 386.0151 - logits_profile_predictions_loss: 382.4461 - logcount_predictions_loss: 0.1878 353/2423 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logits_profile_predictions_loss: 382.4860 - logcount_predictions_loss: 0.1877 360/2423 [===>..........................] - ETA: 19:22 - loss: 386.0573 - logits_profile_predictions_loss: 382.4913 - logcount_predictions_loss: 0.1877 361/2423 [===>..........................] - ETA: 19:21 - loss: 386.0622 - logits_profile_predictions_loss: 382.4966 - logcount_predictions_loss: 0.1877 362/2423 [===>..........................] - ETA: 19:21 - loss: 386.0669 - logits_profile_predictions_loss: 382.5017 - logcount_predictions_loss: 0.1876 363/2423 [===>..........................] - ETA: 19:20 - loss: 386.0714 - logits_profile_predictions_loss: 382.5066 - logcount_predictions_loss: 0.1876 364/2423 [===>..........................] - ETA: 19:19 - loss: 386.0758 - logits_profile_predictions_loss: 382.5114 - logcount_predictions_loss: 0.1876 365/2423 [===>..........................] - ETA: 19:19 - loss: 386.0800 - logits_profile_predictions_loss: 382.5160 - logcount_predictions_loss: 0.1876 366/2423 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logits_profile_predictions_loss: 382.5463 - logcount_predictions_loss: 0.1874 373/2423 [===>..........................] - ETA: 19:14 - loss: 386.1114 - logits_profile_predictions_loss: 382.5504 - logcount_predictions_loss: 0.1874 374/2423 [===>..........................] - ETA: 19:14 - loss: 386.1151 - logits_profile_predictions_loss: 382.5544 - logcount_predictions_loss: 0.1874 375/2423 [===>..........................] - ETA: 19:13 - loss: 386.1190 - logits_profile_predictions_loss: 382.5587 - logcount_predictions_loss: 0.1874 376/2423 [===>..........................] - ETA: 19:13 - loss: 386.1226 - logits_profile_predictions_loss: 382.5627 - logcount_predictions_loss: 0.1874 377/2423 [===>..........................] - ETA: 19:12 - loss: 386.1264 - logits_profile_predictions_loss: 382.5669 - logcount_predictions_loss: 0.1873 378/2423 [===>..........................] - ETA: 19:11 - loss: 386.1304 - logits_profile_predictions_loss: 382.5712 - logcount_predictions_loss: 0.1873 379/2423 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[====>.........................] - ETA: 18:27 - loss: 386.4788 - logits_profile_predictions_loss: 382.9456 - logcount_predictions_loss: 0.1860 458/2423 [====>.........................] - ETA: 18:26 - loss: 386.4840 - logits_profile_predictions_loss: 382.9511 - logcount_predictions_loss: 0.1859 459/2423 [====>.........................] - ETA: 18:26 - loss: 386.4892 - logits_profile_predictions_loss: 382.9565 - logcount_predictions_loss: 0.1859 460/2423 [====>.........................] - ETA: 18:25 - loss: 386.4944 - logits_profile_predictions_loss: 382.9620 - logcount_predictions_loss: 0.1859 461/2423 [====>.........................] - ETA: 18:25 - loss: 386.4995 - logits_profile_predictions_loss: 382.9673 - logcount_predictions_loss: 0.1859 462/2423 [====>.........................] - ETA: 18:24 - loss: 386.5047 - logits_profile_predictions_loss: 382.9728 - logcount_predictions_loss: 0.1859 463/2423 [====>.........................] - ETA: 18:24 - loss: 386.5099 - 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[====>.........................] - ETA: 18:20 - loss: 386.5421 - logits_profile_predictions_loss: 383.0123 - logcount_predictions_loss: 0.1858 471/2423 [====>.........................] - ETA: 18:19 - loss: 386.5467 - logits_profile_predictions_loss: 383.0172 - logcount_predictions_loss: 0.1858 472/2423 [====>.........................] - ETA: 18:19 - loss: 386.5513 - logits_profile_predictions_loss: 383.0220 - logcount_predictions_loss: 0.1858 473/2423 [====>.........................] - ETA: 18:18 - loss: 386.5559 - logits_profile_predictions_loss: 383.0269 - logcount_predictions_loss: 0.1857 474/2423 [====>.........................] - ETA: 18:17 - loss: 386.5605 - logits_profile_predictions_loss: 383.0317 - logcount_predictions_loss: 0.1857 475/2423 [====>.........................] - ETA: 18:17 - loss: 386.5651 - logits_profile_predictions_loss: 383.0366 - logcount_predictions_loss: 0.1857 476/2423 [====>.........................] - ETA: 18:16 - loss: 386.5694 - 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[=====>........................] - ETA: 18:05 - loss: 386.6565 - logits_profile_predictions_loss: 383.1332 - logcount_predictions_loss: 0.1854 497/2423 [=====>........................] - ETA: 18:04 - loss: 386.6604 - logits_profile_predictions_loss: 383.1373 - logcount_predictions_loss: 0.1854 498/2423 [=====>........................] - ETA: 18:04 - loss: 386.6643 - logits_profile_predictions_loss: 383.1414 - logcount_predictions_loss: 0.1854 499/2423 [=====>........................] - ETA: 18:03 - loss: 386.6683 - logits_profile_predictions_loss: 383.1457 - logcount_predictions_loss: 0.1854 500/2423 [=====>........................] - ETA: 18:03 - loss: 386.6723 - logits_profile_predictions_loss: 383.1500 - logcount_predictions_loss: 0.1854 501/2423 [=====>........................] - ETA: 18:02 - loss: 386.6766 - logits_profile_predictions_loss: 383.1545 - logcount_predictions_loss: 0.1854 502/2423 [=====>........................] - ETA: 18:02 - loss: 386.6810 - 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[=====>........................] - ETA: 17:58 - loss: 386.7135 - logits_profile_predictions_loss: 383.1933 - logcount_predictions_loss: 0.1853 510/2423 [=====>........................] - ETA: 17:57 - loss: 386.7182 - logits_profile_predictions_loss: 383.1983 - logcount_predictions_loss: 0.1853 511/2423 [=====>........................] - ETA: 17:57 - loss: 386.7230 - logits_profile_predictions_loss: 383.2034 - logcount_predictions_loss: 0.1852 512/2423 [=====>........................] - ETA: 17:56 - loss: 386.7279 - logits_profile_predictions_loss: 383.2085 - logcount_predictions_loss: 0.1852 513/2423 [=====>........................] - ETA: 17:55 - loss: 386.7328 - logits_profile_predictions_loss: 383.2137 - logcount_predictions_loss: 0.1852 514/2423 [=====>........................] - ETA: 17:55 - loss: 386.7377 - logits_profile_predictions_loss: 383.2188 - logcount_predictions_loss: 0.1852 515/2423 [=====>........................] - ETA: 17:54 - loss: 386.7425 - 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[===========================>..] - ETA: 45s - loss: 389.3325 - logits_profile_predictions_loss: 385.9577 - logcount_predictions_loss: 0.1776 2343/2423 [============================>.] - ETA: 45s - loss: 389.3330 - logits_profile_predictions_loss: 385.9583 - logcount_predictions_loss: 0.1776 2344/2423 [============================>.] - ETA: 44s - loss: 389.3336 - logits_profile_predictions_loss: 385.9589 - logcount_predictions_loss: 0.1776 2345/2423 [============================>.] - ETA: 43s - loss: 389.3342 - logits_profile_predictions_loss: 385.9595 - logcount_predictions_loss: 0.1776 2346/2423 [============================>.] - ETA: 43s - loss: 389.3348 - logits_profile_predictions_loss: 385.9601 - logcount_predictions_loss: 0.1776 2347/2423 [============================>.] - ETA: 42s - loss: 389.3354 - logits_profile_predictions_loss: 385.9607 - logcount_predictions_loss: 0.1776 2348/2423 [============================>.] - ETA: 42s - loss: 389.3359 - 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[============================>.] - ETA: 38s - loss: 389.3400 - logits_profile_predictions_loss: 385.9655 - logcount_predictions_loss: 0.1776 2356/2423 [============================>.] - ETA: 37s - loss: 389.3405 - logits_profile_predictions_loss: 385.9661 - logcount_predictions_loss: 0.1776 2357/2423 [============================>.] - ETA: 37s - loss: 389.3411 - logits_profile_predictions_loss: 385.9667 - logcount_predictions_loss: 0.1776 2358/2423 [============================>.] - ETA: 36s - loss: 389.3417 - logits_profile_predictions_loss: 385.9673 - logcount_predictions_loss: 0.1776 2359/2423 [============================>.] - ETA: 36s - loss: 389.3423 - logits_profile_predictions_loss: 385.9679 - logcount_predictions_loss: 0.1776 2360/2423 [============================>.] - ETA: 35s - loss: 389.3428 - logits_profile_predictions_loss: 385.9685 - logcount_predictions_loss: 0.1776 2361/2423 [============================>.] - ETA: 34s - loss: 389.3434 - 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[============================>.] - ETA: 30s - loss: 389.3471 - logits_profile_predictions_loss: 385.9729 - logcount_predictions_loss: 0.1776 2369/2423 [============================>.] - ETA: 30s - loss: 389.3477 - logits_profile_predictions_loss: 385.9735 - logcount_predictions_loss: 0.1776 2370/2423 [============================>.] - ETA: 29s - loss: 389.3482 - logits_profile_predictions_loss: 385.9740 - logcount_predictions_loss: 0.1776 2371/2423 [============================>.] - ETA: 29s - loss: 389.3487 - logits_profile_predictions_loss: 385.9746 - logcount_predictions_loss: 0.1776 2372/2423 [============================>.] - ETA: 28s - loss: 389.3492 - logits_profile_predictions_loss: 385.9751 - logcount_predictions_loss: 0.1776 2373/2423 [============================>.] - ETA: 28s - loss: 389.3497 - logits_profile_predictions_loss: 385.9756 - logcount_predictions_loss: 0.1776 2374/2423 [============================>.] - ETA: 27s - loss: 389.3502 - logits_profile_predictions_loss: 385.9762 - logcount_predictions_loss: 0.1776 2375/2423 [============================>.] - ETA: 27s - loss: 389.3507 - logits_profile_predictions_loss: 385.9767 - logcount_predictions_loss: 0.1776 2376/2423 [============================>.] - ETA: 26s - loss: 389.3512 - logits_profile_predictions_loss: 385.9772 - logcount_predictions_loss: 0.1776 2377/2423 [============================>.] - ETA: 25s - loss: 389.3517 - logits_profile_predictions_loss: 385.9777 - logcount_predictions_loss: 0.1776 2378/2423 [============================>.] - ETA: 25s - loss: 389.3522 - logits_profile_predictions_loss: 385.9782 - logcount_predictions_loss: 0.1776 2379/2423 [============================>.] - ETA: 24s - loss: 389.3527 - logits_profile_predictions_loss: 385.9788 - logcount_predictions_loss: 0.1776 2380/2423 [============================>.] - ETA: 24s - loss: 389.3532 - logits_profile_predictions_loss: 385.9793 - logcount_predictions_loss: 0.1776 2381/2423 [============================>.] - ETA: 23s - loss: 389.3537 - logits_profile_predictions_loss: 385.9798 - logcount_predictions_loss: 0.1776 2382/2423 [============================>.] - ETA: 23s - loss: 389.3542 - logits_profile_predictions_loss: 385.9803 - logcount_predictions_loss: 0.1776 2383/2423 [============================>.] - ETA: 22s - loss: 389.3547 - logits_profile_predictions_loss: 385.9808 - logcount_predictions_loss: 0.1776 2384/2423 [============================>.] - ETA: 21s - loss: 389.3552 - logits_profile_predictions_loss: 385.9813 - logcount_predictions_loss: 0.1776 2385/2423 [============================>.] - ETA: 21s - loss: 389.3556 - logits_profile_predictions_loss: 385.9818 - logcount_predictions_loss: 0.1776 2386/2423 [============================>.] - ETA: 20s - loss: 389.3561 - logits_profile_predictions_loss: 385.9823 - logcount_predictions_loss: 0.1776 2387/2423 [============================>.] - ETA: 20s - loss: 389.3566 - 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[============================>.] - ETA: 16s - loss: 389.3600 - logits_profile_predictions_loss: 385.9863 - logcount_predictions_loss: 0.1776 2395/2423 [============================>.] - ETA: 15s - loss: 389.3604 - logits_profile_predictions_loss: 385.9868 - logcount_predictions_loss: 0.1776 2396/2423 [============================>.] - ETA: 15s - loss: 389.3609 - logits_profile_predictions_loss: 385.9873 - logcount_predictions_loss: 0.1776 2397/2423 [============================>.] - ETA: 14s - loss: 389.3614 - logits_profile_predictions_loss: 385.9878 - logcount_predictions_loss: 0.1776 2398/2423 [============================>.] - ETA: 14s - loss: 389.3619 - logits_profile_predictions_loss: 385.9883 - logcount_predictions_loss: 0.1776 2399/2423 [============================>.] - ETA: 13s - loss: 389.3624 - logits_profile_predictions_loss: 385.9888 - logcount_predictions_loss: 0.1776 2400/2423 [============================>.] - ETA: 12s - loss: 389.3628 - logits_profile_predictions_loss: 385.9893 - logcount_predictions_loss: 0.1776 2401/2423 [============================>.] - ETA: 12s - loss: 389.3633 - logits_profile_predictions_loss: 385.9898 - logcount_predictions_loss: 0.1776 2402/2423 [============================>.] - ETA: 11s - loss: 389.3638 - logits_profile_predictions_loss: 385.9903 - logcount_predictions_loss: 0.1776 2403/2423 [============================>.] - ETA: 11s - loss: 389.3643 - logits_profile_predictions_loss: 385.9908 - logcount_predictions_loss: 0.1776 2404/2423 [============================>.] - ETA: 10s - loss: 389.3647 - logits_profile_predictions_loss: 385.9913 - logcount_predictions_loss: 0.1776 2405/2423 [============================>.] - ETA: 10s - loss: 389.3652 - logits_profile_predictions_loss: 385.9918 - logcount_predictions_loss: 0.1776 2406/2423 [============================>.] - ETA: 9s - loss: 389.3657 - logits_profile_predictions_loss: 385.9923 - logcount_predictions_loss: 0.1776  2407/2423 [============================>.] - ETA: 9s - loss: 389.3662 - logits_profile_predictions_loss: 385.9928 - logcount_predictions_loss: 0.1776 2408/2423 [============================>.] - ETA: 8s - loss: 389.3666 - logits_profile_predictions_loss: 385.9932 - logcount_predictions_loss: 0.1776 2409/2423 [============================>.] - ETA: 7s - loss: 389.3671 - logits_profile_predictions_loss: 385.9937 - logcount_predictions_loss: 0.1776 2410/2423 [============================>.] - ETA: 7s - loss: 389.3676 - logits_profile_predictions_loss: 385.9942 - logcount_predictions_loss: 0.1775 2411/2423 [============================>.] - ETA: 6s - loss: 389.3680 - logits_profile_predictions_loss: 385.9947 - logcount_predictions_loss: 0.1775 2412/2423 [============================>.] - ETA: 6s - loss: 389.3685 - logits_profile_predictions_loss: 385.9952 - logcount_predictions_loss: 0.1775 2413/2423 [============================>.] - ETA: 5s - loss: 389.3690 - logits_profile_predictions_loss: 385.9957 - logcount_predictions_loss: 0.1775 2414/2423 [============================>.] - ETA: 5s - loss: 389.3695 - logits_profile_predictions_loss: 385.9962 - logcount_predictions_loss: 0.1775 2415/2423 [============================>.] - ETA: 4s - loss: 389.3699 - logits_profile_predictions_loss: 385.9967 - logcount_predictions_loss: 0.1775 2416/2423 [============================>.] - ETA: 3s - loss: 389.3704 - logits_profile_predictions_loss: 385.9972 - logcount_predictions_loss: 0.1775 2417/2423 [============================>.] - ETA: 3s - loss: 389.3709 - logits_profile_predictions_loss: 385.9977 - logcount_predictions_loss: 0.1775 2418/2423 [============================>.] - ETA: 2s - loss: 389.3714 - logits_profile_predictions_loss: 385.9982 - logcount_predictions_loss: 0.1775 2419/2423 [============================>.] - ETA: 2s - loss: 389.3719 - logits_profile_predictions_loss: 385.9987 - logcount_predictions_loss: 0.1775 2420/2423 [============================>.] - ETA: 1s - loss: 389.3723 - logits_profile_predictions_loss: 385.9992 - logcount_predictions_loss: 0.1775 2421/2423 [============================>.] - ETA: 1s - loss: 389.3728 - logits_profile_predictions_loss: 385.9997 - logcount_predictions_loss: 0.1775 2422/2423 [============================>.] - ETA: 0s - loss: 389.3733 - logits_profile_predictions_loss: 386.0002 - logcount_predictions_loss: 0.1775 2423/2423 [==============================] - ETA: 0s - loss: 389.3738 - logits_profile_predictions_loss: 386.0007 - logcount_predictions_loss: 0.1775 2423/2423 [==============================] - 1420s 586ms/step - loss: 389.3742 - logits_profile_predictions_loss: 386.0012 - logcount_predictions_loss: 0.1775 - val_loss: 473.3959 - val_logits_profile_predictions_loss: 463.6602 - val_logcount_predictions_loss: 0.5124 Epoch 00018: val_loss did not improve from 470.94873 Epoch 19/50 1/2423 [..............................] - ETA: 23:35 - loss: 412.9651 - logits_profile_predictions_loss: 410.5893 - logcount_predictions_loss: 0.1250 2/2423 [..............................] - ETA: 22:42 - loss: 405.2344 - logits_profile_predictions_loss: 402.7938 - logcount_predictions_loss: 0.1284 3/2423 [..............................] - ETA: 22:42 - loss: 399.5813 - logits_profile_predictions_loss: 397.0402 - logcount_predictions_loss: 0.1337 4/2423 [..............................] - ETA: 22:41 - loss: 396.8890 - logits_profile_predictions_loss: 394.3129 - logcount_predictions_loss: 0.1356 5/2423 [..............................] - ETA: 22:41 - loss: 394.6730 - logits_profile_predictions_loss: 392.0688 - logcount_predictions_loss: 0.1371 6/2423 [..............................] - ETA: 22:40 - loss: 392.4944 - logits_profile_predictions_loss: 389.8326 - logcount_predictions_loss: 0.1401 7/2423 [..............................] - ETA: 22:39 - loss: 390.9625 - logits_profile_predictions_loss: 388.2575 - logcount_predictions_loss: 0.1424 8/2423 [..............................] - ETA: 22:39 - loss: 389.8030 - logits_profile_predictions_loss: 387.0799 - logcount_predictions_loss: 0.1433 9/2423 [..............................] - ETA: 22:38 - loss: 389.5392 - logits_profile_predictions_loss: 386.7918 - logcount_predictions_loss: 0.1446 10/2423 [..............................] - ETA: 22:38 - loss: 389.3741 - logits_profile_predictions_loss: 386.6179 - logcount_predictions_loss: 0.1451 11/2423 [..............................] - ETA: 22:37 - loss: 389.0585 - logits_profile_predictions_loss: 386.3017 - logcount_predictions_loss: 0.1451 12/2423 [..............................] - ETA: 22:37 - loss: 389.0409 - logits_profile_predictions_loss: 386.2936 - logcount_predictions_loss: 0.1446 13/2423 [..............................] - ETA: 22:36 - loss: 388.8662 - logits_profile_predictions_loss: 386.1290 - logcount_predictions_loss: 0.1441 14/2423 [..............................] - ETA: 22:36 - loss: 388.5744 - logits_profile_predictions_loss: 385.8421 - logcount_predictions_loss: 0.1438 15/2423 [..............................] - ETA: 22:35 - loss: 388.3368 - logits_profile_predictions_loss: 385.6118 - logcount_predictions_loss: 0.1434 16/2423 [..............................] - ETA: 22:34 - loss: 387.9959 - logits_profile_predictions_loss: 385.2769 - logcount_predictions_loss: 0.1431 17/2423 [..............................] - ETA: 22:34 - loss: 387.7714 - logits_profile_predictions_loss: 385.0580 - logcount_predictions_loss: 0.1428 18/2423 [..............................] - ETA: 22:33 - loss: 387.5123 - logits_profile_predictions_loss: 384.8003 - logcount_predictions_loss: 0.1427 19/2423 [..............................] - ETA: 22:33 - loss: 387.2180 - logits_profile_predictions_loss: 384.5027 - logcount_predictions_loss: 0.1429 20/2423 [..............................] - ETA: 22:32 - loss: 386.9442 - logits_profile_predictions_loss: 384.2256 - logcount_predictions_loss: 0.1431 21/2423 [..............................] - ETA: 22:32 - loss: 386.7138 - logits_profile_predictions_loss: 383.9919 - logcount_predictions_loss: 0.1433 22/2423 [..............................] - ETA: 22:31 - loss: 386.4596 - logits_profile_predictions_loss: 383.7343 - logcount_predictions_loss: 0.1434 23/2423 [..............................] - ETA: 22:31 - loss: 386.3100 - logits_profile_predictions_loss: 383.5808 - logcount_predictions_loss: 0.1436 24/2423 [..............................] - ETA: 22:30 - loss: 386.2753 - logits_profile_predictions_loss: 383.5419 - logcount_predictions_loss: 0.1439 25/2423 [..............................] - ETA: 22:30 - loss: 386.2377 - logits_profile_predictions_loss: 383.4991 - logcount_predictions_loss: 0.1441 26/2423 [..............................] - ETA: 22:29 - loss: 386.2412 - logits_profile_predictions_loss: 383.4979 - logcount_predictions_loss: 0.1444 27/2423 [..............................] - ETA: 22:29 - loss: 386.2513 - logits_profile_predictions_loss: 383.5025 - logcount_predictions_loss: 0.1447 28/2423 [..............................] - ETA: 22:28 - loss: 386.2798 - logits_profile_predictions_loss: 383.5246 - logcount_predictions_loss: 0.1450 29/2423 [..............................] - ETA: 22:28 - loss: 386.3184 - logits_profile_predictions_loss: 383.5557 - logcount_predictions_loss: 0.1454 30/2423 [..............................] - ETA: 22:27 - loss: 386.3656 - logits_profile_predictions_loss: 383.5958 - logcount_predictions_loss: 0.1458 31/2423 [..............................] - ETA: 22:26 - loss: 386.4212 - logits_profile_predictions_loss: 383.6448 - logcount_predictions_loss: 0.1461 32/2423 [..............................] - ETA: 22:26 - loss: 386.4599 - logits_profile_predictions_loss: 383.6771 - logcount_predictions_loss: 0.1465 33/2423 [..............................] - ETA: 22:25 - loss: 386.5034 - logits_profile_predictions_loss: 383.7149 - logcount_predictions_loss: 0.1468 34/2423 [..............................] - ETA: 22:25 - loss: 386.4968 - logits_profile_predictions_loss: 383.7037 - logcount_predictions_loss: 0.1470 35/2423 [..............................] - ETA: 22:24 - loss: 386.5571 - logits_profile_predictions_loss: 383.7598 - logcount_predictions_loss: 0.1472 36/2423 [..............................] - ETA: 22:24 - loss: 386.6147 - logits_profile_predictions_loss: 383.8141 - logcount_predictions_loss: 0.1474 37/2423 [..............................] - ETA: 22:23 - loss: 386.6872 - logits_profile_predictions_loss: 383.8821 - logcount_predictions_loss: 0.1476 38/2423 [..............................] - ETA: 22:22 - loss: 386.7430 - logits_profile_predictions_loss: 383.9338 - logcount_predictions_loss: 0.1479 39/2423 [..............................] - ETA: 22:22 - loss: 386.8029 - logits_profile_predictions_loss: 383.9898 - logcount_predictions_loss: 0.1481 40/2423 [..............................] - ETA: 22:21 - loss: 386.8329 - logits_profile_predictions_loss: 384.0162 - logcount_predictions_loss: 0.1482 41/2423 [..............................] - ETA: 22:21 - loss: 386.8580 - logits_profile_predictions_loss: 384.0376 - logcount_predictions_loss: 0.1484 42/2423 [..............................] - ETA: 22:20 - loss: 386.8630 - logits_profile_predictions_loss: 384.0394 - logcount_predictions_loss: 0.1486 43/2423 [..............................] - ETA: 22:20 - loss: 386.8619 - logits_profile_predictions_loss: 384.0351 - logcount_predictions_loss: 0.1488 44/2423 [..............................] - ETA: 22:19 - loss: 386.8719 - logits_profile_predictions_loss: 384.0421 - logcount_predictions_loss: 0.1489 45/2423 [..............................] - ETA: 22:19 - loss: 386.8841 - logits_profile_predictions_loss: 384.0517 - logcount_predictions_loss: 0.1491 46/2423 [..............................] - ETA: 22:18 - loss: 386.9138 - logits_profile_predictions_loss: 384.0791 - logcount_predictions_loss: 0.1492 47/2423 [..............................] - ETA: 22:17 - loss: 386.9394 - 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[..............................] - ETA: 22:14 - loss: 387.0123 - logits_profile_predictions_loss: 384.1619 - logcount_predictions_loss: 0.1500 55/2423 [..............................] - ETA: 22:13 - loss: 387.0440 - logits_profile_predictions_loss: 384.1918 - logcount_predictions_loss: 0.1501 56/2423 [..............................] - ETA: 22:12 - loss: 387.0782 - logits_profile_predictions_loss: 384.2239 - logcount_predictions_loss: 0.1502 57/2423 [..............................] - ETA: 22:12 - loss: 387.1191 - logits_profile_predictions_loss: 384.2631 - logcount_predictions_loss: 0.1503 58/2423 [..............................] - ETA: 22:11 - loss: 387.1367 - logits_profile_predictions_loss: 384.2786 - logcount_predictions_loss: 0.1504 59/2423 [..............................] - ETA: 22:11 - loss: 387.1383 - logits_profile_predictions_loss: 384.2773 - logcount_predictions_loss: 0.1506 60/2423 [..............................] - ETA: 22:10 - loss: 387.1250 - 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logits_profile_predictions_loss: 384.4990 - logcount_predictions_loss: 0.1524 74/2423 [..............................] - ETA: 22:03 - loss: 387.4178 - logits_profile_predictions_loss: 384.5211 - logcount_predictions_loss: 0.1525 75/2423 [..............................] - ETA: 22:02 - loss: 387.4357 - logits_profile_predictions_loss: 384.5372 - logcount_predictions_loss: 0.1526 76/2423 [..............................] - ETA: 22:01 - loss: 387.4481 - logits_profile_predictions_loss: 384.5479 - logcount_predictions_loss: 0.1526 77/2423 [..............................] - ETA: 22:01 - loss: 387.4587 - logits_profile_predictions_loss: 384.5568 - logcount_predictions_loss: 0.1527 78/2423 [..............................] - ETA: 22:00 - loss: 387.4725 - logits_profile_predictions_loss: 384.5688 - logcount_predictions_loss: 0.1528 79/2423 [..............................] - ETA: 22:00 - loss: 387.4848 - logits_profile_predictions_loss: 384.5796 - logcount_predictions_loss: 0.1529 80/2423 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logits_profile_predictions_loss: 385.5999 - logcount_predictions_loss: 0.1584 178/2423 [=>............................] - ETA: 21:05 - loss: 388.6233 - logits_profile_predictions_loss: 385.6128 - logcount_predictions_loss: 0.1584 179/2423 [=>............................] - ETA: 21:04 - loss: 388.6350 - logits_profile_predictions_loss: 385.6241 - logcount_predictions_loss: 0.1585 180/2423 [=>............................] - ETA: 21:04 - loss: 388.6472 - logits_profile_predictions_loss: 385.6358 - logcount_predictions_loss: 0.1585 181/2423 [=>............................] - ETA: 21:03 - loss: 388.6597 - logits_profile_predictions_loss: 385.6479 - logcount_predictions_loss: 0.1585 182/2423 [=>............................] - ETA: 21:02 - loss: 388.6715 - logits_profile_predictions_loss: 385.6594 - logcount_predictions_loss: 0.1585 183/2423 [=>............................] - ETA: 21:02 - loss: 388.6815 - logits_profile_predictions_loss: 385.6690 - logcount_predictions_loss: 0.1585 184/2423 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logits_profile_predictions_loss: 385.7300 - logcount_predictions_loss: 0.1587 191/2423 [=>............................] - ETA: 20:57 - loss: 388.7502 - logits_profile_predictions_loss: 385.7349 - logcount_predictions_loss: 0.1587 192/2423 [=>............................] - ETA: 20:57 - loss: 388.7544 - logits_profile_predictions_loss: 385.7387 - logcount_predictions_loss: 0.1587 193/2423 [=>............................] - ETA: 20:56 - loss: 388.7591 - logits_profile_predictions_loss: 385.7430 - logcount_predictions_loss: 0.1587 194/2423 [=>............................] - ETA: 20:56 - loss: 388.7633 - logits_profile_predictions_loss: 385.7469 - logcount_predictions_loss: 0.1588 195/2423 [=>............................] - ETA: 20:55 - loss: 388.7698 - logits_profile_predictions_loss: 385.7530 - logcount_predictions_loss: 0.1588 196/2423 [=>............................] - ETA: 20:55 - loss: 388.7761 - logits_profile_predictions_loss: 385.7589 - logcount_predictions_loss: 0.1588 197/2423 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logits_profile_predictions_loss: 385.8018 - logcount_predictions_loss: 0.1590 204/2423 [=>............................] - ETA: 20:50 - loss: 388.8265 - logits_profile_predictions_loss: 385.8058 - logcount_predictions_loss: 0.1590 205/2423 [=>............................] - ETA: 20:49 - loss: 388.8301 - logits_profile_predictions_loss: 385.8091 - logcount_predictions_loss: 0.1590 206/2423 [=>............................] - ETA: 20:49 - loss: 388.8329 - logits_profile_predictions_loss: 385.8114 - logcount_predictions_loss: 0.1590 207/2423 [=>............................] - ETA: 20:48 - loss: 388.8353 - logits_profile_predictions_loss: 385.8134 - logcount_predictions_loss: 0.1590 208/2423 [=>............................] - ETA: 20:48 - loss: 388.8368 - logits_profile_predictions_loss: 385.8145 - logcount_predictions_loss: 0.1591 209/2423 [=>............................] - ETA: 20:47 - loss: 388.8387 - logits_profile_predictions_loss: 385.8160 - logcount_predictions_loss: 0.1591 210/2423 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logits_profile_predictions_loss: 385.8281 - logcount_predictions_loss: 0.1592 217/2423 [=>............................] - ETA: 20:43 - loss: 388.8576 - logits_profile_predictions_loss: 385.8319 - logcount_predictions_loss: 0.1592 218/2423 [=>............................] - ETA: 20:42 - loss: 388.8608 - logits_profile_predictions_loss: 385.8348 - logcount_predictions_loss: 0.1593 219/2423 [=>............................] - ETA: 20:42 - loss: 388.8633 - logits_profile_predictions_loss: 385.8370 - logcount_predictions_loss: 0.1593 220/2423 [=>............................] - ETA: 20:41 - loss: 388.8652 - logits_profile_predictions_loss: 385.8385 - logcount_predictions_loss: 0.1593 221/2423 [=>............................] - ETA: 20:41 - loss: 388.8666 - logits_profile_predictions_loss: 385.8395 - logcount_predictions_loss: 0.1593 222/2423 [=>............................] - ETA: 20:40 - loss: 388.8681 - logits_profile_predictions_loss: 385.8407 - logcount_predictions_loss: 0.1593 223/2423 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[==>...........................] - ETA: 20:10 - loss: 388.9768 - logits_profile_predictions_loss: 385.9310 - logcount_predictions_loss: 0.1603 276/2423 [==>...........................] - ETA: 20:10 - loss: 388.9777 - logits_profile_predictions_loss: 385.9317 - logcount_predictions_loss: 0.1603 277/2423 [==>...........................] - ETA: 20:09 - loss: 388.9788 - logits_profile_predictions_loss: 385.9325 - logcount_predictions_loss: 0.1603 278/2423 [==>...........................] - ETA: 20:08 - loss: 388.9799 - logits_profile_predictions_loss: 385.9334 - logcount_predictions_loss: 0.1603 279/2423 [==>...........................] - ETA: 20:08 - loss: 388.9810 - logits_profile_predictions_loss: 385.9343 - logcount_predictions_loss: 0.1603 280/2423 [==>...........................] - ETA: 20:07 - loss: 388.9819 - logits_profile_predictions_loss: 385.9349 - logcount_predictions_loss: 0.1604 281/2423 [==>...........................] - ETA: 20:07 - loss: 388.9831 - 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[==>...........................] - ETA: 20:03 - loss: 388.9897 - logits_profile_predictions_loss: 385.9406 - logcount_predictions_loss: 0.1605 289/2423 [==>...........................] - ETA: 20:02 - loss: 388.9892 - logits_profile_predictions_loss: 385.9398 - logcount_predictions_loss: 0.1605 290/2423 [==>...........................] - ETA: 20:02 - loss: 388.9890 - logits_profile_predictions_loss: 385.9393 - logcount_predictions_loss: 0.1605 291/2423 [==>...........................] - ETA: 20:01 - loss: 388.9888 - logits_profile_predictions_loss: 385.9387 - logcount_predictions_loss: 0.1605 292/2423 [==>...........................] - ETA: 20:01 - loss: 388.9889 - logits_profile_predictions_loss: 385.9386 - logcount_predictions_loss: 0.1605 293/2423 [==>...........................] - ETA: 20:00 - loss: 388.9884 - logits_profile_predictions_loss: 385.9378 - logcount_predictions_loss: 0.1606 294/2423 [==>...........................] - ETA: 19:59 - loss: 388.9877 - 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[==>...........................] - ETA: 19:55 - loss: 388.9831 - logits_profile_predictions_loss: 385.9304 - logcount_predictions_loss: 0.1607 302/2423 [==>...........................] - ETA: 19:55 - loss: 388.9821 - logits_profile_predictions_loss: 385.9292 - logcount_predictions_loss: 0.1607 303/2423 [==>...........................] - ETA: 19:54 - loss: 388.9808 - logits_profile_predictions_loss: 385.9276 - logcount_predictions_loss: 0.1607 304/2423 [==>...........................] - ETA: 19:54 - loss: 388.9800 - logits_profile_predictions_loss: 385.9265 - logcount_predictions_loss: 0.1607 305/2423 [==>...........................] - ETA: 19:53 - loss: 388.9793 - logits_profile_predictions_loss: 385.9255 - logcount_predictions_loss: 0.1607 306/2423 [==>...........................] - ETA: 19:53 - loss: 388.9783 - logits_profile_predictions_loss: 385.9243 - logcount_predictions_loss: 0.1607 307/2423 [==>...........................] - ETA: 19:52 - loss: 388.9770 - 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[==>...........................] - ETA: 19:48 - loss: 388.9624 - logits_profile_predictions_loss: 385.9065 - logcount_predictions_loss: 0.1608 315/2423 [==>...........................] - ETA: 19:48 - loss: 388.9598 - logits_profile_predictions_loss: 385.9036 - logcount_predictions_loss: 0.1608 316/2423 [==>...........................] - ETA: 19:47 - loss: 388.9576 - logits_profile_predictions_loss: 385.9012 - logcount_predictions_loss: 0.1609 317/2423 [==>...........................] - ETA: 19:47 - loss: 388.9550 - logits_profile_predictions_loss: 385.8983 - logcount_predictions_loss: 0.1609 318/2423 [==>...........................] - ETA: 19:46 - loss: 388.9520 - logits_profile_predictions_loss: 385.8952 - logcount_predictions_loss: 0.1609 319/2423 [==>...........................] - ETA: 19:45 - loss: 388.9489 - logits_profile_predictions_loss: 385.8918 - logcount_predictions_loss: 0.1609 320/2423 [==>...........................] - ETA: 19:45 - loss: 388.9457 - logits_profile_predictions_loss: 385.8885 - logcount_predictions_loss: 0.1609 321/2423 [==>...........................] - ETA: 19:44 - loss: 388.9430 - logits_profile_predictions_loss: 385.8856 - logcount_predictions_loss: 0.1609 322/2423 [==>...........................] - ETA: 19:44 - loss: 388.9401 - logits_profile_predictions_loss: 385.8825 - logcount_predictions_loss: 0.1609 323/2423 [==>...........................] - ETA: 19:43 - loss: 388.9371 - logits_profile_predictions_loss: 385.8793 - logcount_predictions_loss: 0.1609 324/2423 [===>..........................] - ETA: 19:43 - loss: 388.9348 - logits_profile_predictions_loss: 385.8768 - logcount_predictions_loss: 0.1609 325/2423 [===>..........................] - ETA: 19:42 - loss: 388.9320 - logits_profile_predictions_loss: 385.8738 - logcount_predictions_loss: 0.1610 326/2423 [===>..........................] - ETA: 19:42 - loss: 388.9293 - logits_profile_predictions_loss: 385.8709 - logcount_predictions_loss: 0.1610 327/2423 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logits_profile_predictions_loss: 385.8485 - logcount_predictions_loss: 0.1610 334/2423 [===>..........................] - ETA: 19:37 - loss: 388.9051 - logits_profile_predictions_loss: 385.8453 - logcount_predictions_loss: 0.1610 335/2423 [===>..........................] - ETA: 19:36 - loss: 388.9020 - logits_profile_predictions_loss: 385.8420 - logcount_predictions_loss: 0.1610 336/2423 [===>..........................] - ETA: 19:36 - loss: 388.8988 - logits_profile_predictions_loss: 385.8386 - logcount_predictions_loss: 0.1611 337/2423 [===>..........................] - ETA: 19:35 - loss: 388.8956 - logits_profile_predictions_loss: 385.8352 - logcount_predictions_loss: 0.1611 338/2423 [===>..........................] - ETA: 19:35 - loss: 388.8924 - logits_profile_predictions_loss: 385.8319 - logcount_predictions_loss: 0.1611 339/2423 [===>..........................] - ETA: 19:34 - loss: 388.8895 - logits_profile_predictions_loss: 385.8288 - logcount_predictions_loss: 0.1611 340/2423 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logits_profile_predictions_loss: 385.8034 - logcount_predictions_loss: 0.1611 347/2423 [===>..........................] - ETA: 19:30 - loss: 388.8621 - logits_profile_predictions_loss: 385.7999 - logcount_predictions_loss: 0.1612 348/2423 [===>..........................] - ETA: 19:29 - loss: 388.8586 - logits_profile_predictions_loss: 385.7963 - logcount_predictions_loss: 0.1612 349/2423 [===>..........................] - ETA: 19:29 - loss: 388.8552 - logits_profile_predictions_loss: 385.7927 - logcount_predictions_loss: 0.1612 350/2423 [===>..........................] - ETA: 19:28 - loss: 388.8519 - logits_profile_predictions_loss: 385.7893 - logcount_predictions_loss: 0.1612 351/2423 [===>..........................] - ETA: 19:27 - loss: 388.8485 - logits_profile_predictions_loss: 385.7858 - logcount_predictions_loss: 0.1612 352/2423 [===>..........................] - ETA: 19:27 - loss: 388.8451 - logits_profile_predictions_loss: 385.7822 - logcount_predictions_loss: 0.1612 353/2423 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logits_profile_predictions_loss: 385.7584 - logcount_predictions_loss: 0.1613 360/2423 [===>..........................] - ETA: 19:22 - loss: 388.8193 - logits_profile_predictions_loss: 385.7553 - logcount_predictions_loss: 0.1613 361/2423 [===>..........................] - ETA: 19:22 - loss: 388.8165 - logits_profile_predictions_loss: 385.7523 - logcount_predictions_loss: 0.1613 362/2423 [===>..........................] - ETA: 19:21 - loss: 388.8138 - logits_profile_predictions_loss: 385.7494 - logcount_predictions_loss: 0.1613 363/2423 [===>..........................] - ETA: 19:21 - loss: 388.8117 - logits_profile_predictions_loss: 385.7471 - logcount_predictions_loss: 0.1613 364/2423 [===>..........................] - ETA: 19:20 - loss: 388.8098 - logits_profile_predictions_loss: 385.7451 - logcount_predictions_loss: 0.1613 365/2423 [===>..........................] - ETA: 19:20 - loss: 388.8078 - logits_profile_predictions_loss: 385.7430 - logcount_predictions_loss: 0.1613 366/2423 [===>..........................] - ETA: 19:19 - loss: 388.8058 - logits_profile_predictions_loss: 385.7408 - logcount_predictions_loss: 0.1613 367/2423 [===>..........................] - ETA: 19:19 - loss: 388.8037 - logits_profile_predictions_loss: 385.7386 - logcount_predictions_loss: 0.1613 368/2423 [===>..........................] - ETA: 19:18 - loss: 388.8018 - logits_profile_predictions_loss: 385.7366 - logcount_predictions_loss: 0.1613 369/2423 [===>..........................] - ETA: 19:17 - loss: 388.8000 - logits_profile_predictions_loss: 385.7346 - logcount_predictions_loss: 0.1613 370/2423 [===>..........................] - ETA: 19:17 - loss: 388.7982 - logits_profile_predictions_loss: 385.7327 - logcount_predictions_loss: 0.1613 371/2423 [===>..........................] - ETA: 19:16 - loss: 388.7964 - logits_profile_predictions_loss: 385.7308 - logcount_predictions_loss: 0.1613 372/2423 [===>..........................] - ETA: 19:16 - loss: 388.7945 - logits_profile_predictions_loss: 385.7288 - logcount_predictions_loss: 0.1613 373/2423 [===>..........................] - ETA: 19:15 - loss: 388.7928 - logits_profile_predictions_loss: 385.7269 - logcount_predictions_loss: 0.1614 374/2423 [===>..........................] - ETA: 19:15 - loss: 388.7908 - logits_profile_predictions_loss: 385.7248 - logcount_predictions_loss: 0.1614 375/2423 [===>..........................] - ETA: 19:14 - loss: 388.7889 - logits_profile_predictions_loss: 385.7228 - logcount_predictions_loss: 0.1614 376/2423 [===>..........................] - ETA: 19:13 - loss: 388.7873 - logits_profile_predictions_loss: 385.7211 - logcount_predictions_loss: 0.1614 377/2423 [===>..........................] - ETA: 19:13 - loss: 388.7855 - logits_profile_predictions_loss: 385.7191 - logcount_predictions_loss: 0.1614 378/2423 [===>..........................] - ETA: 19:12 - loss: 388.7838 - logits_profile_predictions_loss: 385.7174 - logcount_predictions_loss: 0.1614 379/2423 [===>..........................] - ETA: 19:12 - loss: 388.7822 - logits_profile_predictions_loss: 385.7156 - logcount_predictions_loss: 0.1614 380/2423 [===>..........................] - ETA: 19:11 - loss: 388.7807 - logits_profile_predictions_loss: 385.7140 - logcount_predictions_loss: 0.1614 381/2423 [===>..........................] - ETA: 19:11 - loss: 388.7791 - logits_profile_predictions_loss: 385.7123 - logcount_predictions_loss: 0.1614 382/2423 [===>..........................] - ETA: 19:10 - loss: 388.7774 - logits_profile_predictions_loss: 385.7104 - logcount_predictions_loss: 0.1614 383/2423 [===>..........................] - ETA: 19:10 - loss: 388.7758 - logits_profile_predictions_loss: 385.7087 - logcount_predictions_loss: 0.1614 384/2423 [===>..........................] - ETA: 19:09 - loss: 388.7745 - logits_profile_predictions_loss: 385.7073 - logcount_predictions_loss: 0.1614 385/2423 [===>..........................] - ETA: 19:08 - loss: 388.7730 - logits_profile_predictions_loss: 385.7057 - logcount_predictions_loss: 0.1614 386/2423 [===>..........................] - ETA: 19:08 - loss: 388.7716 - logits_profile_predictions_loss: 385.7041 - logcount_predictions_loss: 0.1614 387/2423 [===>..........................] - ETA: 19:07 - loss: 388.7703 - logits_profile_predictions_loss: 385.7027 - logcount_predictions_loss: 0.1614 388/2423 [===>..........................] - ETA: 19:07 - loss: 388.7694 - logits_profile_predictions_loss: 385.7016 - logcount_predictions_loss: 0.1615 389/2423 [===>..........................] - ETA: 19:06 - loss: 388.7687 - logits_profile_predictions_loss: 385.7008 - logcount_predictions_loss: 0.1615 390/2423 [===>..........................] - ETA: 19:06 - loss: 388.7679 - logits_profile_predictions_loss: 385.6999 - logcount_predictions_loss: 0.1615 391/2423 [===>..........................] - ETA: 19:05 - loss: 388.7670 - logits_profile_predictions_loss: 385.6988 - logcount_predictions_loss: 0.1615 392/2423 [===>..........................] - ETA: 19:04 - loss: 388.7658 - logits_profile_predictions_loss: 385.6976 - logcount_predictions_loss: 0.1615 393/2423 [===>..........................] - ETA: 19:04 - loss: 388.7646 - logits_profile_predictions_loss: 385.6962 - logcount_predictions_loss: 0.1615 394/2423 [===>..........................] - ETA: 19:03 - loss: 388.7634 - logits_profile_predictions_loss: 385.6949 - logcount_predictions_loss: 0.1615 395/2423 [===>..........................] - ETA: 19:03 - loss: 388.7621 - logits_profile_predictions_loss: 385.6934 - logcount_predictions_loss: 0.1615 396/2423 [===>..........................] - ETA: 19:02 - loss: 388.7613 - logits_profile_predictions_loss: 385.6924 - logcount_predictions_loss: 0.1615 397/2423 [===>..........................] - ETA: 19:02 - loss: 388.7605 - logits_profile_predictions_loss: 385.6914 - logcount_predictions_loss: 0.1615 398/2423 [===>..........................] - ETA: 19:01 - loss: 388.7598 - logits_profile_predictions_loss: 385.6905 - logcount_predictions_loss: 0.1615 399/2423 [===>..........................] - ETA: 19:00 - loss: 388.7591 - logits_profile_predictions_loss: 385.6897 - logcount_predictions_loss: 0.1615 400/2423 [===>..........................] - ETA: 19:00 - loss: 388.7586 - logits_profile_predictions_loss: 385.6891 - logcount_predictions_loss: 0.1615 401/2423 [===>..........................] - ETA: 18:59 - loss: 388.7582 - logits_profile_predictions_loss: 385.6885 - logcount_predictions_loss: 0.1616 402/2423 [===>..........................] - ETA: 18:59 - loss: 388.7579 - logits_profile_predictions_loss: 385.6881 - logcount_predictions_loss: 0.1616 403/2423 [===>..........................] - ETA: 18:58 - loss: 388.7577 - logits_profile_predictions_loss: 385.6877 - logcount_predictions_loss: 0.1616 404/2423 [====>.........................] - ETA: 18:58 - loss: 388.7576 - logits_profile_predictions_loss: 385.6874 - logcount_predictions_loss: 0.1616 405/2423 [====>.........................] - ETA: 18:57 - loss: 388.7574 - logits_profile_predictions_loss: 385.6870 - logcount_predictions_loss: 0.1616 406/2423 [====>.........................] - ETA: 18:57 - loss: 388.7572 - logits_profile_predictions_loss: 385.6867 - logcount_predictions_loss: 0.1616 407/2423 [====>.........................] - ETA: 18:56 - loss: 388.7571 - logits_profile_predictions_loss: 385.6865 - logcount_predictions_loss: 0.1616 408/2423 [====>.........................] - ETA: 18:55 - loss: 388.7572 - logits_profile_predictions_loss: 385.6864 - logcount_predictions_loss: 0.1616 409/2423 [====>.........................] - ETA: 18:55 - loss: 388.7575 - logits_profile_predictions_loss: 385.6866 - logcount_predictions_loss: 0.1616 410/2423 [====>.........................] - ETA: 18:54 - loss: 388.7582 - logits_profile_predictions_loss: 385.6871 - logcount_predictions_loss: 0.1616 411/2423 [====>.........................] - ETA: 18:54 - loss: 388.7589 - logits_profile_predictions_loss: 385.6877 - logcount_predictions_loss: 0.1616 412/2423 [====>.........................] - ETA: 18:53 - loss: 388.7597 - logits_profile_predictions_loss: 385.6884 - logcount_predictions_loss: 0.1616 413/2423 [====>.........................] - ETA: 18:53 - loss: 388.7605 - logits_profile_predictions_loss: 385.6891 - logcount_predictions_loss: 0.1617 414/2423 [====>.........................] - ETA: 18:52 - loss: 388.7612 - logits_profile_predictions_loss: 385.6896 - logcount_predictions_loss: 0.1617 415/2423 [====>.........................] - ETA: 18:51 - loss: 388.7619 - logits_profile_predictions_loss: 385.6901 - logcount_predictions_loss: 0.1617 416/2423 [====>.........................] - ETA: 18:51 - loss: 388.7626 - logits_profile_predictions_loss: 385.6907 - logcount_predictions_loss: 0.1617 417/2423 [====>.........................] - ETA: 18:50 - loss: 388.7630 - logits_profile_predictions_loss: 385.6910 - logcount_predictions_loss: 0.1617 418/2423 [====>.........................] - ETA: 18:50 - loss: 388.7636 - logits_profile_predictions_loss: 385.6915 - logcount_predictions_loss: 0.1617 419/2423 [====>.........................] - ETA: 18:49 - loss: 388.7645 - logits_profile_predictions_loss: 385.6922 - logcount_predictions_loss: 0.1617 420/2423 [====>.........................] - ETA: 18:49 - loss: 388.7650 - logits_profile_predictions_loss: 385.6926 - logcount_predictions_loss: 0.1617 421/2423 [====>.........................] - ETA: 18:48 - loss: 388.7652 - logits_profile_predictions_loss: 385.6926 - logcount_predictions_loss: 0.1617 422/2423 [====>.........................] - ETA: 18:48 - loss: 388.7656 - logits_profile_predictions_loss: 385.6929 - logcount_predictions_loss: 0.1617 423/2423 [====>.........................] - ETA: 18:47 - loss: 388.7659 - logits_profile_predictions_loss: 385.6931 - logcount_predictions_loss: 0.1617 424/2423 [====>.........................] - ETA: 18:46 - loss: 388.7661 - logits_profile_predictions_loss: 385.6931 - logcount_predictions_loss: 0.1617 425/2423 [====>.........................] - ETA: 18:46 - loss: 388.7663 - logits_profile_predictions_loss: 385.6932 - logcount_predictions_loss: 0.1617 426/2423 [====>.........................] - ETA: 18:45 - loss: 388.7665 - logits_profile_predictions_loss: 385.6933 - logcount_predictions_loss: 0.1617 427/2423 [====>.........................] - ETA: 18:45 - loss: 388.7666 - logits_profile_predictions_loss: 385.6932 - logcount_predictions_loss: 0.1617 428/2423 [====>.........................] - ETA: 18:44 - loss: 388.7669 - logits_profile_predictions_loss: 385.6934 - logcount_predictions_loss: 0.1618 429/2423 [====>.........................] - ETA: 18:44 - loss: 388.7674 - logits_profile_predictions_loss: 385.6938 - logcount_predictions_loss: 0.1618 430/2423 [====>.........................] - ETA: 18:43 - loss: 388.7679 - logits_profile_predictions_loss: 385.6941 - logcount_predictions_loss: 0.1618 431/2423 [====>.........................] - ETA: 18:42 - loss: 388.7683 - logits_profile_predictions_loss: 385.6945 - logcount_predictions_loss: 0.1618 432/2423 [====>.........................] - ETA: 18:42 - loss: 388.7688 - logits_profile_predictions_loss: 385.6948 - logcount_predictions_loss: 0.1618 433/2423 [====>.........................] - ETA: 18:41 - loss: 388.7690 - logits_profile_predictions_loss: 385.6949 - logcount_predictions_loss: 0.1618 434/2423 [====>.........................] - ETA: 18:41 - loss: 388.7692 - logits_profile_predictions_loss: 385.6950 - logcount_predictions_loss: 0.1618 435/2423 [====>.........................] - ETA: 18:40 - loss: 388.7694 - logits_profile_predictions_loss: 385.6951 - logcount_predictions_loss: 0.1618 436/2423 [====>.........................] - ETA: 18:40 - loss: 388.7695 - logits_profile_predictions_loss: 385.6951 - logcount_predictions_loss: 0.1618 437/2423 [====>.........................] - ETA: 18:39 - loss: 388.7694 - logits_profile_predictions_loss: 385.6949 - logcount_predictions_loss: 0.1618 438/2423 [====>.........................] - ETA: 18:38 - loss: 388.7693 - logits_profile_predictions_loss: 385.6947 - logcount_predictions_loss: 0.1618 439/2423 [====>.........................] - ETA: 18:38 - loss: 388.7693 - logits_profile_predictions_loss: 385.6945 - logcount_predictions_loss: 0.1618 440/2423 [====>.........................] - ETA: 18:37 - loss: 388.7694 - logits_profile_predictions_loss: 385.6945 - logcount_predictions_loss: 0.1618 441/2423 [====>.........................] - ETA: 18:37 - loss: 388.7696 - logits_profile_predictions_loss: 385.6946 - logcount_predictions_loss: 0.1618 442/2423 [====>.........................] - ETA: 18:36 - loss: 388.7697 - logits_profile_predictions_loss: 385.6946 - logcount_predictions_loss: 0.1618 443/2423 [====>.........................] - ETA: 18:36 - loss: 388.7697 - logits_profile_predictions_loss: 385.6944 - logcount_predictions_loss: 0.1618 444/2423 [====>.........................] - ETA: 18:35 - loss: 388.7697 - logits_profile_predictions_loss: 385.6944 - logcount_predictions_loss: 0.1619 445/2423 [====>.........................] - ETA: 18:35 - loss: 388.7696 - logits_profile_predictions_loss: 385.6942 - logcount_predictions_loss: 0.1619 446/2423 [====>.........................] - ETA: 18:34 - loss: 388.7696 - logits_profile_predictions_loss: 385.6940 - logcount_predictions_loss: 0.1619 447/2423 [====>.........................] - ETA: 18:33 - loss: 388.7697 - logits_profile_predictions_loss: 385.6939 - logcount_predictions_loss: 0.1619 448/2423 [====>.........................] - ETA: 18:33 - loss: 388.7697 - logits_profile_predictions_loss: 385.6939 - logcount_predictions_loss: 0.1619 449/2423 [====>.........................] - ETA: 18:32 - loss: 388.7698 - logits_profile_predictions_loss: 385.6938 - logcount_predictions_loss: 0.1619 450/2423 [====>.........................] - ETA: 18:32 - loss: 388.7701 - logits_profile_predictions_loss: 385.6940 - logcount_predictions_loss: 0.1619 451/2423 [====>.........................] - ETA: 18:31 - loss: 388.7704 - logits_profile_predictions_loss: 385.6941 - logcount_predictions_loss: 0.1619 452/2423 [====>.........................] - ETA: 18:31 - loss: 388.7704 - logits_profile_predictions_loss: 385.6940 - logcount_predictions_loss: 0.1619 453/2423 [====>.........................] - ETA: 18:30 - loss: 388.7705 - logits_profile_predictions_loss: 385.6940 - logcount_predictions_loss: 0.1619 454/2423 [====>.........................] - ETA: 18:29 - loss: 388.7704 - logits_profile_predictions_loss: 385.6938 - logcount_predictions_loss: 0.1619 455/2423 [====>.........................] - ETA: 18:29 - loss: 388.7701 - logits_profile_predictions_loss: 385.6933 - logcount_predictions_loss: 0.1619 456/2423 [====>.........................] - ETA: 18:28 - loss: 388.7701 - logits_profile_predictions_loss: 385.6932 - logcount_predictions_loss: 0.1619 457/2423 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[=====>........................] - ETA: 17:51 - loss: 388.7763 - logits_profile_predictions_loss: 385.6927 - logcount_predictions_loss: 0.1623 523/2423 [=====>........................] - ETA: 17:51 - loss: 388.7775 - logits_profile_predictions_loss: 385.6938 - logcount_predictions_loss: 0.1623 524/2423 [=====>........................] - ETA: 17:50 - loss: 388.7787 - logits_profile_predictions_loss: 385.6949 - logcount_predictions_loss: 0.1623 525/2423 [=====>........................] - ETA: 17:49 - loss: 388.7797 - logits_profile_predictions_loss: 385.6958 - logcount_predictions_loss: 0.1623 526/2423 [=====>........................] - ETA: 17:49 - loss: 388.7806 - logits_profile_predictions_loss: 385.6966 - logcount_predictions_loss: 0.1623 527/2423 [=====>........................] - ETA: 17:48 - loss: 388.7817 - logits_profile_predictions_loss: 385.6975 - logcount_predictions_loss: 0.1623 528/2423 [=====>........................] - ETA: 17:48 - loss: 388.7826 - 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[============================>.] - ETA: 9s - loss: 388.7668 - logits_profile_predictions_loss: 385.6293 - logcount_predictions_loss: 0.1651 2408/2423 [============================>.] - ETA: 8s - loss: 388.7669 - logits_profile_predictions_loss: 385.6293 - logcount_predictions_loss: 0.1651 2409/2423 [============================>.] - ETA: 7s - loss: 388.7669 - logits_profile_predictions_loss: 385.6293 - logcount_predictions_loss: 0.1651 2410/2423 [============================>.] - ETA: 7s - loss: 388.7669 - logits_profile_predictions_loss: 385.6294 - logcount_predictions_loss: 0.1651 2411/2423 [============================>.] - ETA: 6s - loss: 388.7670 - logits_profile_predictions_loss: 385.6294 - logcount_predictions_loss: 0.1651 2412/2423 [============================>.] - ETA: 6s - loss: 388.7670 - logits_profile_predictions_loss: 385.6294 - logcount_predictions_loss: 0.1651 2413/2423 [============================>.] - ETA: 5s - loss: 388.7671 - logits_profile_predictions_loss: 385.6295 - logcount_predictions_loss: 0.1651 2414/2423 [============================>.] - ETA: 5s - loss: 388.7671 - logits_profile_predictions_loss: 385.6295 - logcount_predictions_loss: 0.1651 2415/2423 [============================>.] - ETA: 4s - loss: 388.7672 - logits_profile_predictions_loss: 385.6296 - logcount_predictions_loss: 0.1651 2416/2423 [============================>.] - ETA: 3s - loss: 388.7672 - logits_profile_predictions_loss: 385.6296 - logcount_predictions_loss: 0.1651 2417/2423 [============================>.] - ETA: 3s - loss: 388.7673 - logits_profile_predictions_loss: 385.6296 - logcount_predictions_loss: 0.1651 2418/2423 [============================>.] - ETA: 2s - loss: 388.7673 - logits_profile_predictions_loss: 385.6297 - logcount_predictions_loss: 0.1651 2419/2423 [============================>.] - ETA: 2s - loss: 388.7674 - logits_profile_predictions_loss: 385.6297 - logcount_predictions_loss: 0.1651 2420/2423 [============================>.] - ETA: 1s - loss: 388.7674 - logits_profile_predictions_loss: 385.6298 - logcount_predictions_loss: 0.1651 2421/2423 [============================>.] - ETA: 1s - loss: 388.7675 - logits_profile_predictions_loss: 385.6298 - logcount_predictions_loss: 0.1651 2422/2423 [============================>.] - ETA: 0s - loss: 388.7675 - logits_profile_predictions_loss: 385.6299 - logcount_predictions_loss: 0.1651 2423/2423 [==============================] - ETA: 0s - loss: 388.7676 - logits_profile_predictions_loss: 385.6299 - logcount_predictions_loss: 0.1651 2423/2423 [==============================] - 1421s 586ms/step - loss: 388.7676 - logits_profile_predictions_loss: 385.6300 - logcount_predictions_loss: 0.1651 - val_loss: 474.1746 - val_logits_profile_predictions_loss: 464.4278 - val_logcount_predictions_loss: 0.5130 Epoch 00019: val_loss did not improve from 470.94873 Restoring model weights from the end of the best epoch. Epoch 00019: early stopping save model save model without bias 2022-09-21_20-07-18: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/predict.py \ --genome=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ --bigwig=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/ATAC//ENCSR524CPZ//preprocessing/bigWigs/ENCSR524CPZ.bigWig \ --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR524CPZ//chrombpnet_model_feb15_fold_1//filtered.peaks.bed \ --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR524CPZ//chrombpnet_model_feb15_fold_1//filtered.nonpeaks.bed \ --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_1.json \ --inputlen=2114 \ --outputlen=1000 \ --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR524CPZ//chrombpnet_model_feb15_fold_1//chrombpnet \ --batch_size=256 \ --model_h5=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR524CPZ//chrombpnet_model_feb15_fold_1//chrombpnet.h5 got the model loading peaks... got split:test for bed regions:(41746, 10) loading nonpeaks... got split:test for bed regions:(39435, 10) 0/318 100/318 200/318 300/318 2022-09-21_20-14-09: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/predict.py \ --genome=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ --bigwig=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/ATAC//ENCSR524CPZ//preprocessing/bigWigs/ENCSR524CPZ.bigWig \ --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR524CPZ//chrombpnet_model_feb15_fold_1//filtered.peaks.bed \ --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR524CPZ//chrombpnet_model_feb15_fold_1//filtered.nonpeaks.bed \ --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_1.json \ --inputlen=2114 \ --outputlen=1000 \ --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR524CPZ//chrombpnet_model_feb15_fold_1//chrombpnet_wo_bias \ --batch_size=256 \ --model_h5=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR524CPZ//chrombpnet_model_feb15_fold_1//chrombpnet_wo_bias.h5 got the model loading peaks... got split:test for bed regions:(41746, 10) loading nonpeaks... got split:test for bed regions:(39435, 10) 0/318 100/318 200/318 300/318 2022-09-21_20-20-35: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/predict.py \ --genome=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ --bigwig=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/ATAC//ENCSR524CPZ//preprocessing/bigWigs/ENCSR524CPZ.bigWig \ --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR524CPZ//chrombpnet_model_feb15_fold_1//filtered.peaks.bed \ --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR524CPZ//chrombpnet_model_feb15_fold_1//filtered.nonpeaks.bed \ --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_1.json \ --inputlen=2114 \ --outputlen=1000 \ --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR524CPZ//chrombpnet_model_feb15_fold_1//bias \ --batch_size=256 \ --model_h5=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR524CPZ//chrombpnet_model_feb15_fold_1//bias_model_scaled.h5 got the model loading peaks... got split:test for bed regions:(41746, 10) loading nonpeaks... got split:test for bed regions:(39435, 10) 0/318 100/318 200/318 300/318 2022-09-21_20-23-23: mkdir /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR524CPZ//chrombpnet_model_feb15_fold_1//footprints 2022-09-21_20-23-23: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/evaluation/marginal_footprints/marginal_footprinting.py \ -g /scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ -r /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR524CPZ//chrombpnet_model_feb15_fold_1//filtered.nonpeaks.bed \ -chr chr1 \ -m /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR524CPZ//chrombpnet_model_feb15_fold_1//chrombpnet_wo_bias.h5 \ -bs 512 \ -o /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR524CPZ//chrombpnet_model_feb15_fold_1//footprints/corrected \ -pwm_f src/evaluation/marginal_footprints/motif_to_pwm.tsv \ -mo tn5_1,tn5_2,tn5_3,tn5_4,tn5_5 MOTIF_NAME MOTIF_PWM_FWD 0 tn5_1 GCACAGTACAGAGCTG 1 tn5_2 GTGCACAGTTCTAGAGTGTGCAG 2 tn5_3 CCTCTACACTGTGCAGAA 3 tn5_4 GCACAGTTCTAGACTGTGCAG 4 tn5_5 CTGCACAGTGTAGAGTTGTGC 5 dnase_1 TTTACAAGTCCA 6 dnase_2 TGTACTTACGAA 7 NRF1 GCGCATGCGC 8 AP1 CGATATGACTCATCCC 9 CTCF TTGGCCACTAGGGGGCGCTAT 10 ETS CCGAAAGCGGAAGTGAGAC 11 SP1 AAGGGGGCGGGGCCTAA 12 RUNX CCCTAACCACAGCCC 13 NFKB GCAAGGGAAATTCCCCAGG 14 GATA+TAL GGCTGGGGGGGGCAGATAAGGCC 15 TAL GGCTGGG 16 NFYB CCAGCCAATCAGAGC 17 GABPA GAAACCGGAAGTGGCC 18 BACH1+MAFK AACTGCTGAGTCATCCCG 19 NRF1 CCCCGCGCATGCGCAGTGC 20 HNF4G CCGTTGGACTTTGGACCCTG got the model Model: "model_1" __________________________________________________________________________________________________ Layer (type) Output Shape Param # Connected to ================================================================================================== sequence (InputLayer) [(None, 2114, 4)] 0 __________________________________________________________________________________________________ wo_bias_bpnet_1st_conv (Conv1D) (None, 2094, 512) 43520 sequence[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_1conv (Conv1D) (None, 2090, 512) 786944 wo_bias_bpnet_1st_conv[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_1crop (Cropping1D (None, 2090, 512) 0 wo_bias_bpnet_1st_conv[0][0] __________________________________________________________________________________________________ add (Add) (None, 2090, 512) 0 wo_bias_bpnet_1conv[0][0] wo_bias_bpnet_1crop[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_2conv (Conv1D) (None, 2082, 512) 786944 add[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_2crop (Cropping1D (None, 2082, 512) 0 add[0][0] __________________________________________________________________________________________________ add_1 (Add) (None, 2082, 512) 0 wo_bias_bpnet_2conv[0][0] wo_bias_bpnet_2crop[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_3conv (Conv1D) (None, 2066, 512) 786944 add_1[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_3crop (Cropping1D (None, 2066, 512) 0 add_1[0][0] __________________________________________________________________________________________________ add_2 (Add) (None, 2066, 512) 0 wo_bias_bpnet_3conv[0][0] wo_bias_bpnet_3crop[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_4conv (Conv1D) (None, 2034, 512) 786944 add_2[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_4crop (Cropping1D (None, 2034, 512) 0 add_2[0][0] __________________________________________________________________________________________________ add_3 (Add) (None, 2034, 512) 0 wo_bias_bpnet_4conv[0][0] wo_bias_bpnet_4crop[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_5conv (Conv1D) (None, 1970, 512) 786944 add_3[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_5crop (Cropping1D (None, 1970, 512) 0 add_3[0][0] __________________________________________________________________________________________________ add_4 (Add) (None, 1970, 512) 0 wo_bias_bpnet_5conv[0][0] wo_bias_bpnet_5crop[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_6conv (Conv1D) (None, 1842, 512) 786944 add_4[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_6crop (Cropping1D (None, 1842, 512) 0 add_4[0][0] __________________________________________________________________________________________________ add_5 (Add) (None, 1842, 512) 0 wo_bias_bpnet_6conv[0][0] wo_bias_bpnet_6crop[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_7conv (Conv1D) (None, 1586, 512) 786944 add_5[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_7crop (Cropping1D (None, 1586, 512) 0 add_5[0][0] __________________________________________________________________________________________________ add_6 (Add) (None, 1586, 512) 0 wo_bias_bpnet_7conv[0][0] wo_bias_bpnet_7crop[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_8conv (Conv1D) (None, 1074, 512) 786944 add_6[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_8crop (Cropping1D (None, 1074, 512) 0 add_6[0][0] __________________________________________________________________________________________________ add_7 (Add) (None, 1074, 512) 0 wo_bias_bpnet_8conv[0][0] wo_bias_bpnet_8crop[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_prof_out_precrop (None, 1000, 1) 38401 add_7[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_logitt_before_fla (None, 1000, 1) 0 wo_bias_bpnet_prof_out_precrop[0] __________________________________________________________________________________________________ gap (GlobalAveragePooling1D) (None, 512) 0 add_7[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_logits_profile_pr (None, 1000) 0 wo_bias_bpnet_logitt_before_flatt __________________________________________________________________________________________________ wo_bias_bpnet_logcount_predicti (None, 1) 513 gap[0][0] ================================================================================================== Total params: 6,377,986 Trainable params: 6,377,986 Non-trainable params: 0 __________________________________________________________________________________________________ inferred model inputlen: 2114 inferred model outputlen: 1000 inserting motif: tn5_1 GCACAGTACAGAGCTG 1/37 [..............................] - ETA: 5:12 3/37 [=>............................] - ETA: 27s  4/37 [==>...........................] - ETA: 34s 5/37 [===>..........................] - ETA: 37s 6/37 [===>..........................] - ETA: 39s 7/37 [====>.........................] - ETA: 39s 8/37 [=====>........................] - ETA: 39s 9/37 [======>.......................] - ETA: 38s 10/37 [=======>......................] - ETA: 37s 11/37 [=======>......................] - ETA: 36s 12/37 [========>.....................] - ETA: 35s 13/37 [=========>....................] - ETA: 34s 14/37 [==========>...................] - ETA: 33s 15/37 [===========>..................] - ETA: 32s 16/37 [===========>..................] - ETA: 30s 17/37 [============>.................] - ETA: 29s 18/37 [=============>................] - ETA: 28s 19/37 [==============>...............] - ETA: 26s 20/37 [===============>..............] - ETA: 25s 21/37 [================>.............] - ETA: 23s 22/37 [================>.............] - ETA: 22s 23/37 [=================>............] - ETA: 20s 24/37 [==================>...........] - ETA: 19s 25/37 [===================>..........] - ETA: 18s 26/37 [====================>.........] - ETA: 16s 27/37 [====================>.........] - ETA: 15s 28/37 [=====================>........] - ETA: 13s 29/37 [======================>.......] - ETA: 12s 30/37 [=======================>......] - ETA: 10s 31/37 [========================>.....] - ETA: 9s  32/37 [========================>.....] - ETA: 7s 33/37 [=========================>....] - ETA: 6s 34/37 [==========================>...] - ETA: 4s 35/37 [===========================>..] - ETA: 3s 36/37 [============================>.] - ETA: 1s 37/37 [==============================] - ETA: 0s 37/37 [==============================] - 67s 2s/step 1/37 [..............................] - ETA: 0s 2/37 [>.............................] - ETA: 54s 3/37 [=>............................] - ETA: 53s 4/37 [==>...........................] - ETA: 51s 5/37 [===>..........................] - ETA: 50s 6/37 [===>..........................] - ETA: 48s 7/37 [====>.........................] - ETA: 47s 8/37 [=====>........................] - ETA: 45s 9/37 [======>.......................] - ETA: 43s 10/37 [=======>......................] - ETA: 42s 11/37 [=======>......................] - ETA: 40s 12/37 [========>.....................] - ETA: 39s 13/37 [=========>....................] - ETA: 37s 14/37 [==========>...................] - ETA: 36s 15/37 [===========>..................] - ETA: 34s 16/37 [===========>..................] - ETA: 32s 17/37 [============>.................] - ETA: 31s 18/37 [=============>................] - ETA: 29s 19/37 [==============>...............] - ETA: 28s 20/37 [===============>..............] - ETA: 26s 21/37 [================>.............] - ETA: 25s 22/37 [================>.............] - ETA: 23s 23/37 [=================>............] - ETA: 21s 24/37 [==================>...........] - ETA: 20s 25/37 [===================>..........] - ETA: 18s 26/37 [====================>.........] - ETA: 17s 27/37 [====================>.........] - ETA: 15s 28/37 [=====================>........] - ETA: 14s 29/37 [======================>.......] - ETA: 12s 30/37 [=======================>......] - ETA: 10s 31/37 [========================>.....] - ETA: 9s  32/37 [========================>.....] - ETA: 7s 33/37 [=========================>....] - ETA: 6s 34/37 [==========================>...] - ETA: 4s 35/37 [===========================>..] - ETA: 3s 36/37 [============================>.] - ETA: 1s 37/37 [==============================] - ETA: 0s 37/37 [==============================] - 57s 2s/step inserting motif: tn5_2 GTGCACAGTTCTAGAGTGTGCAG 1/37 [..............................] - ETA: 0s 2/37 [>.............................] - ETA: 54s 3/37 [=>............................] - ETA: 53s 4/37 [==>...........................] - ETA: 51s 5/37 [===>..........................] - ETA: 50s 6/37 [===>..........................] - ETA: 48s 7/37 [====>.........................] - ETA: 47s 8/37 [=====>........................] - ETA: 45s 9/37 [======>.......................] - ETA: 43s 10/37 [=======>......................] - ETA: 42s 11/37 [=======>......................] - ETA: 40s 12/37 [========>.....................] - ETA: 39s 13/37 [=========>....................] - ETA: 37s 14/37 [==========>...................] - ETA: 36s 15/37 [===========>..................] - ETA: 34s 16/37 [===========>..................] - ETA: 32s 17/37 [============>.................] - ETA: 31s 18/37 [=============>................] - ETA: 29s 19/37 [==============>...............] - ETA: 28s 20/37 [===============>..............] - ETA: 26s 21/37 [================>.............] - ETA: 25s 22/37 [================>.............] - ETA: 23s 23/37 [=================>............] - ETA: 21s 24/37 [==================>...........] - ETA: 20s 25/37 [===================>..........] - ETA: 18s 26/37 [====================>.........] - ETA: 17s 27/37 [====================>.........] - ETA: 15s 28/37 [=====================>........] - ETA: 14s 29/37 [======================>.......] - ETA: 12s 30/37 [=======================>......] - ETA: 10s 31/37 [========================>.....] - ETA: 9s  32/37 [========================>.....] - ETA: 7s 33/37 [=========================>....] - ETA: 6s 34/37 [==========================>...] - ETA: 4s 35/37 [===========================>..] - ETA: 3s 36/37 [============================>.] - ETA: 1s 37/37 [==============================] - ETA: 0s 37/37 [==============================] - 57s 2s/step 1/37 [..............................] - ETA: 0s 2/37 [>.............................] - ETA: 54s 3/37 [=>............................] - ETA: 53s 4/37 [==>...........................] - ETA: 51s 5/37 [===>..........................] - ETA: 50s 6/37 [===>..........................] - ETA: 48s 7/37 [====>.........................] - ETA: 47s 8/37 [=====>........................] - ETA: 45s 9/37 [======>.......................] - ETA: 43s 10/37 [=======>......................] - ETA: 42s 11/37 [=======>......................] - ETA: 40s 12/37 [========>.....................] - ETA: 39s 13/37 [=========>....................] - ETA: 37s 14/37 [==========>...................] - ETA: 36s 15/37 [===========>..................] - ETA: 34s 16/37 [===========>..................] - ETA: 32s 17/37 [============>.................] - ETA: 31s 18/37 [=============>................] - ETA: 29s 19/37 [==============>...............] - ETA: 28s 20/37 [===============>..............] - ETA: 26s 21/37 [================>.............] - ETA: 25s 22/37 [================>.............] - ETA: 23s 23/37 [=================>............] - ETA: 21s 24/37 [==================>...........] - ETA: 20s 25/37 [===================>..........] - ETA: 18s 26/37 [====================>.........] - ETA: 17s 27/37 [====================>.........] - ETA: 15s 28/37 [=====================>........] - ETA: 14s 29/37 [======================>.......] - ETA: 12s 30/37 [=======================>......] - ETA: 10s 31/37 [========================>.....] - ETA: 9s  32/37 [========================>.....] - ETA: 7s 33/37 [=========================>....] - ETA: 6s 34/37 [==========================>...] - ETA: 4s 35/37 [===========================>..] - ETA: 3s 36/37 [============================>.] - ETA: 1s 37/37 [==============================] - ETA: 0s 37/37 [==============================] - 57s 2s/step inserting motif: tn5_3 CCTCTACACTGTGCAGAA 1/37 [..............................] - ETA: 0s 2/37 [>.............................] - ETA: 54s 3/37 [=>............................] - ETA: 53s 4/37 [==>...........................] - ETA: 51s 5/37 [===>..........................] - ETA: 50s 6/37 [===>..........................] - ETA: 48s 7/37 [====>.........................] - ETA: 47s 8/37 [=====>........................] - ETA: 45s 9/37 [======>.......................] - ETA: 43s 10/37 [=======>......................] - ETA: 42s 11/37 [=======>......................] - ETA: 40s 12/37 [========>.....................] - ETA: 39s 13/37 [=========>....................] - ETA: 37s 14/37 [==========>...................] - ETA: 36s 15/37 [===========>..................] - ETA: 34s 16/37 [===========>..................] - ETA: 32s 17/37 [============>.................] - ETA: 31s 18/37 [=============>................] - ETA: 29s 19/37 [==============>...............] - ETA: 28s 20/37 [===============>..............] - ETA: 26s 21/37 [================>.............] - ETA: 25s 22/37 [================>.............] - ETA: 23s 23/37 [=================>............] - ETA: 21s 24/37 [==================>...........] - ETA: 20s 25/37 [===================>..........] - ETA: 18s 26/37 [====================>.........] - ETA: 17s 27/37 [====================>.........] - ETA: 15s 28/37 [=====================>........] - ETA: 14s 29/37 [======================>.......] - ETA: 12s 30/37 [=======================>......] - ETA: 10s 31/37 [========================>.....] - ETA: 9s  32/37 [========================>.....] - ETA: 7s 33/37 [=========================>....] - ETA: 6s 34/37 [==========================>...] - ETA: 4s 35/37 [===========================>..] - ETA: 3s 36/37 [============================>.] - ETA: 1s 37/37 [==============================] - ETA: 0s 37/37 [==============================] - 57s 2s/step 1/37 [..............................] - ETA: 0s 2/37 [>.............................] - ETA: 54s 3/37 [=>............................] - ETA: 53s 4/37 [==>...........................] - ETA: 51s 5/37 [===>..........................] - ETA: 50s 6/37 [===>..........................] - ETA: 48s 7/37 [====>.........................] - ETA: 47s 8/37 [=====>........................] - ETA: 45s 9/37 [======>.......................] - ETA: 43s 10/37 [=======>......................] - ETA: 42s 11/37 [=======>......................] - ETA: 40s 12/37 [========>.....................] - ETA: 39s 13/37 [=========>....................] - ETA: 37s 14/37 [==========>...................] - ETA: 36s 15/37 [===========>..................] - ETA: 34s 16/37 [===========>..................] - ETA: 32s 17/37 [============>.................] - ETA: 31s 18/37 [=============>................] - ETA: 29s 19/37 [==============>...............] - ETA: 28s 20/37 [===============>..............] - ETA: 26s 21/37 [================>.............] - ETA: 25s 22/37 [================>.............] - ETA: 23s 23/37 [=================>............] - ETA: 21s 24/37 [==================>...........] - ETA: 20s 25/37 [===================>..........] - ETA: 18s 26/37 [====================>.........] - ETA: 17s 27/37 [====================>.........] - ETA: 15s 28/37 [=====================>........] - ETA: 14s 29/37 [======================>.......] - ETA: 12s 30/37 [=======================>......] - ETA: 10s 31/37 [========================>.....] - ETA: 9s  32/37 [========================>.....] - ETA: 7s 33/37 [=========================>....] - ETA: 6s 34/37 [==========================>...] - ETA: 4s 35/37 [===========================>..] - ETA: 3s 36/37 [============================>.] - ETA: 1s 37/37 [==============================] - ETA: 0s 37/37 [==============================] - 57s 2s/step inserting motif: tn5_4 GCACAGTTCTAGACTGTGCAG 1/37 [..............................] - ETA: 0s 2/37 [>.............................] - ETA: 54s 3/37 [=>............................] - ETA: 53s 4/37 [==>...........................] - ETA: 51s 5/37 [===>..........................] - ETA: 50s 6/37 [===>..........................] - ETA: 48s 7/37 [====>.........................] - ETA: 46s 8/37 [=====>........................] - ETA: 45s 9/37 [======>.......................] - ETA: 43s 10/37 [=======>......................] - ETA: 42s 11/37 [=======>......................] - ETA: 40s 12/37 [========>.....................] - ETA: 39s 13/37 [=========>....................] - ETA: 37s 14/37 [==========>...................] - ETA: 36s 15/37 [===========>..................] - ETA: 34s 16/37 [===========>..................] - ETA: 32s 17/37 [============>.................] - ETA: 31s 18/37 [=============>................] - ETA: 29s 19/37 [==============>...............] - ETA: 28s 20/37 [===============>..............] - ETA: 26s 21/37 [================>.............] - ETA: 25s 22/37 [================>.............] - ETA: 23s 23/37 [=================>............] - ETA: 21s 24/37 [==================>...........] - ETA: 20s 25/37 [===================>..........] - ETA: 18s 26/37 [====================>.........] - ETA: 17s 27/37 [====================>.........] - ETA: 15s 28/37 [=====================>........] - ETA: 14s 29/37 [======================>.......] - ETA: 12s 30/37 [=======================>......] - ETA: 10s 31/37 [========================>.....] - ETA: 9s  32/37 [========================>.....] - ETA: 7s 33/37 [=========================>....] - ETA: 6s 34/37 [==========================>...] - ETA: 4s 35/37 [===========================>..] - ETA: 3s 36/37 [============================>.] - ETA: 1s 37/37 [==============================] - ETA: 0s 37/37 [==============================] - 57s 2s/step 1/37 [..............................] - ETA: 0s 2/37 [>.............................] - ETA: 54s 3/37 [=>............................] - ETA: 53s 4/37 [==>...........................] - ETA: 51s 5/37 [===>..........................] - ETA: 50s 6/37 [===>..........................] - ETA: 48s 7/37 [====>.........................] - ETA: 47s 8/37 [=====>........................] - ETA: 45s 9/37 [======>.......................] - ETA: 43s 10/37 [=======>......................] - ETA: 42s 11/37 [=======>......................] - ETA: 40s 12/37 [========>.....................] - ETA: 39s 13/37 [=========>....................] - ETA: 37s 14/37 [==========>...................] - ETA: 36s 15/37 [===========>..................] - ETA: 34s 16/37 [===========>..................] - ETA: 32s 17/37 [============>.................] - ETA: 31s 18/37 [=============>................] - ETA: 29s 19/37 [==============>...............] - ETA: 28s 20/37 [===============>..............] - ETA: 26s 21/37 [================>.............] - ETA: 25s 22/37 [================>.............] - ETA: 23s 23/37 [=================>............] - ETA: 21s 24/37 [==================>...........] - ETA: 20s 25/37 [===================>..........] - ETA: 18s 26/37 [====================>.........] - ETA: 17s 27/37 [====================>.........] - ETA: 15s 28/37 [=====================>........] - ETA: 14s 29/37 [======================>.......] - ETA: 12s 30/37 [=======================>......] - ETA: 10s 31/37 [========================>.....] - ETA: 9s  32/37 [========================>.....] - ETA: 7s 33/37 [=========================>....] - ETA: 6s 34/37 [==========================>...] - ETA: 4s 35/37 [===========================>..] - ETA: 3s 36/37 [============================>.] - ETA: 1s 37/37 [==============================] - ETA: 0s 37/37 [==============================] - 57s 2s/step inserting motif: tn5_5 CTGCACAGTGTAGAGTTGTGC 1/37 [..............................] - ETA: 0s 2/37 [>.............................] - ETA: 54s 3/37 [=>............................] - ETA: 53s 4/37 [==>...........................] - ETA: 51s 5/37 [===>..........................] - ETA: 50s 6/37 [===>..........................] - ETA: 48s 7/37 [====>.........................] - ETA: 47s 8/37 [=====>........................] - ETA: 45s 9/37 [======>.......................] - ETA: 43s 10/37 [=======>......................] - ETA: 42s 11/37 [=======>......................] - ETA: 40s 12/37 [========>.....................] - ETA: 39s 13/37 [=========>....................] - ETA: 37s 14/37 [==========>...................] - ETA: 36s 15/37 [===========>..................] - ETA: 34s 16/37 [===========>..................] - ETA: 32s 17/37 [============>.................] - ETA: 31s 18/37 [=============>................] - ETA: 29s 19/37 [==============>...............] - ETA: 28s 20/37 [===============>..............] - ETA: 26s 21/37 [================>.............] - ETA: 25s 22/37 [================>.............] - ETA: 23s 23/37 [=================>............] - ETA: 21s 24/37 [==================>...........] - ETA: 20s 25/37 [===================>..........] - ETA: 18s 26/37 [====================>.........] - ETA: 17s 27/37 [====================>.........] - ETA: 15s 28/37 [=====================>........] - ETA: 14s 29/37 [======================>.......] - ETA: 12s 30/37 [=======================>......] - ETA: 10s 31/37 [========================>.....] - ETA: 9s  32/37 [========================>.....] - ETA: 7s 33/37 [=========================>....] - ETA: 6s 34/37 [==========================>...] - ETA: 4s 35/37 [===========================>..] - ETA: 3s 36/37 [============================>.] - ETA: 1s 37/37 [==============================] - ETA: 0s 37/37 [==============================] - 57s 2s/step 1/37 [..............................] - ETA: 0s 2/37 [>.............................] - ETA: 54s 3/37 [=>............................] - ETA: 53s 4/37 [==>...........................] - ETA: 51s 5/37 [===>..........................] - ETA: 50s 6/37 [===>..........................] - ETA: 48s 7/37 [====>.........................] - ETA: 46s 8/37 [=====>........................] - ETA: 45s 9/37 [======>.......................] - ETA: 43s 10/37 [=======>......................] - ETA: 42s 11/37 [=======>......................] - ETA: 40s 12/37 [========>.....................] - ETA: 39s 13/37 [=========>....................] - ETA: 37s 14/37 [==========>...................] - ETA: 36s 15/37 [===========>..................] - ETA: 34s 16/37 [===========>..................] - ETA: 32s 17/37 [============>.................] - ETA: 31s 18/37 [=============>................] - ETA: 29s 19/37 [==============>...............] - ETA: 28s 20/37 [===============>..............] - ETA: 26s 21/37 [================>.............] - ETA: 25s 22/37 [================>.............] - ETA: 23s 23/37 [=================>............] - ETA: 21s 24/37 [==================>...........] - ETA: 20s 25/37 [===================>..........] - ETA: 18s 26/37 [====================>.........] - ETA: 17s 27/37 [====================>.........] - ETA: 15s 28/37 [=====================>........] - ETA: 14s 29/37 [======================>.......] - ETA: 12s 30/37 [=======================>......] - ETA: 10s 31/37 [========================>.....] - ETA: 9s  32/37 [========================>.....] - ETA: 7s 33/37 [=========================>....] - ETA: 6s 34/37 [==========================>...] - ETA: 4s 35/37 [===========================>..] - ETA: 3s 36/37 [============================>.] - ETA: 1s 37/37 [==============================] - ETA: 0s 37/37 [==============================] - 57s 2s/step Saving marginal footprints 2022-09-21_20-33-30: mkdir /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR524CPZ//chrombpnet_model_feb15_fold_1//footprints 2022-09-21_20-33-30: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/evaluation/marginal_footprints/marginal_footprinting.py \ -g /scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ -r /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR524CPZ//chrombpnet_model_feb15_fold_1//filtered.nonpeaks.bed \ -chr chr1 \ -m /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR524CPZ//chrombpnet_model_feb15_fold_1//bias_model_scaled.h5 \ -bs 512 \ -o /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR524CPZ//chrombpnet_model_feb15_fold_1//footprints/bias \ -pwm_f src/evaluation/marginal_footprints/motif_to_pwm.tsv \ -mo tn5_1,tn5_2,tn5_3,tn5_4,tn5_5 MOTIF_NAME MOTIF_PWM_FWD 0 tn5_1 GCACAGTACAGAGCTG 1 tn5_2 GTGCACAGTTCTAGAGTGTGCAG 2 tn5_3 CCTCTACACTGTGCAGAA 3 tn5_4 GCACAGTTCTAGACTGTGCAG 4 tn5_5 CTGCACAGTGTAGAGTTGTGC 5 dnase_1 TTTACAAGTCCA 6 dnase_2 TGTACTTACGAA 7 NRF1 GCGCATGCGC 8 AP1 CGATATGACTCATCCC 9 CTCF TTGGCCACTAGGGGGCGCTAT 10 ETS CCGAAAGCGGAAGTGAGAC 11 SP1 AAGGGGGCGGGGCCTAA 12 RUNX CCCTAACCACAGCCC 13 NFKB GCAAGGGAAATTCCCCAGG 14 GATA+TAL GGCTGGGGGGGGCAGATAAGGCC 15 TAL GGCTGGG 16 NFYB CCAGCCAATCAGAGC 17 GABPA GAAACCGGAAGTGGCC 18 BACH1+MAFK AACTGCTGAGTCATCCCG 19 NRF1 CCCCGCGCATGCGCAGTGC 20 HNF4G CCGTTGGACTTTGGACCCTG got the model Model: "model" __________________________________________________________________________________________________ Layer (type) Output Shape Param # Connected to ================================================================================================== sequence (InputLayer) [(None, 2114, 4)] 0 __________________________________________________________________________________________________ bpnet_1st_conv (Conv1D) (None, 2094, 128) 10880 sequence[0][0] __________________________________________________________________________________________________ bpnet_1conv (Conv1D) (None, 2090, 128) 49280 bpnet_1st_conv[0][0] __________________________________________________________________________________________________ bpnet_1crop (Cropping1D) (None, 2090, 128) 0 bpnet_1st_conv[0][0] __________________________________________________________________________________________________ add (Add) (None, 2090, 128) 0 bpnet_1conv[0][0] bpnet_1crop[0][0] __________________________________________________________________________________________________ bpnet_2conv (Conv1D) (None, 2082, 128) 49280 add[0][0] __________________________________________________________________________________________________ bpnet_2crop (Cropping1D) (None, 2082, 128) 0 add[0][0] __________________________________________________________________________________________________ add_1 (Add) (None, 2082, 128) 0 bpnet_2conv[0][0] bpnet_2crop[0][0] __________________________________________________________________________________________________ bpnet_3conv (Conv1D) (None, 2066, 128) 49280 add_1[0][0] __________________________________________________________________________________________________ bpnet_3crop (Cropping1D) (None, 2066, 128) 0 add_1[0][0] __________________________________________________________________________________________________ add_2 (Add) (None, 2066, 128) 0 bpnet_3conv[0][0] bpnet_3crop[0][0] __________________________________________________________________________________________________ bpnet_4conv (Conv1D) (None, 2034, 128) 49280 add_2[0][0] __________________________________________________________________________________________________ bpnet_4crop (Cropping1D) (None, 2034, 128) 0 add_2[0][0] __________________________________________________________________________________________________ add_3 (Add) (None, 2034, 128) 0 bpnet_4conv[0][0] bpnet_4crop[0][0] __________________________________________________________________________________________________ prof_out_precrop (Conv1D) (None, 1960, 1) 9601 add_3[0][0] __________________________________________________________________________________________________ logits_profile_predictions_pref (None, 1000, 1) 0 prof_out_precrop[0][0] __________________________________________________________________________________________________ gap (GlobalAveragePooling1D) (None, 128) 0 add_3[0][0] __________________________________________________________________________________________________ logits_profile_predictions (Fla (None, 1000) 0 logits_profile_predictions_prefla __________________________________________________________________________________________________ logcount_predictions (Dense) (None, 1) 129 gap[0][0] ================================================================================================== Total params: 217,730 Trainable params: 217,730 Non-trainable params: 0 __________________________________________________________________________________________________ inferred model inputlen: 2114 inferred model outputlen: 1000 inserting motif: tn5_1 GCACAGTACAGAGCTG 1/37 [..............................] - ETA: 1:38 3/37 [=>............................] - ETA: 2s  4/37 [==>...........................] - ETA: 2s 5/37 [===>..........................] - ETA: 3s 6/37 [===>..........................] - ETA: 3s 7/37 [====>.........................] - ETA: 3s 8/37 [=====>........................] - ETA: 3s 9/37 [======>.......................] - ETA: 3s 10/37 [=======>......................] - ETA: 3s 11/37 [=======>......................] - ETA: 2s 12/37 [========>.....................] - ETA: 2s 13/37 [=========>....................] - ETA: 2s 14/37 [==========>...................] - ETA: 2s 15/37 [===========>..................] - ETA: 2s 16/37 [===========>..................] - ETA: 2s 17/37 [============>.................] - ETA: 2s 18/37 [=============>................] - ETA: 2s 19/37 [==============>...............] - ETA: 2s 20/37 [===============>..............] - ETA: 2s 21/37 [================>.............] - ETA: 1s 22/37 [================>.............] - ETA: 1s 23/37 [=================>............] - ETA: 1s 24/37 [==================>...........] - ETA: 1s 25/37 [===================>..........] - ETA: 1s 26/37 [====================>.........] - ETA: 1s 27/37 [====================>.........] - ETA: 1s 28/37 [=====================>........] - ETA: 1s 29/37 [======================>.......] - ETA: 0s 30/37 [=======================>......] - ETA: 0s 31/37 [========================>.....] - ETA: 0s 32/37 [========================>.....] - ETA: 0s 33/37 [=========================>....] - ETA: 0s 34/37 [==========================>...] - ETA: 0s 35/37 [===========================>..] - ETA: 0s 36/37 [============================>.] - ETA: 0s 37/37 [==============================] - ETA: 0s 37/37 [==============================] - 7s 130ms/step 1/37 [..............................] - ETA: 0s 2/37 [>.............................] - ETA: 4s 3/37 [=>............................] - ETA: 4s 4/37 [==>...........................] - ETA: 4s 5/37 [===>..........................] - ETA: 3s 6/37 [===>..........................] - ETA: 3s 7/37 [====>.........................] - ETA: 3s 8/37 [=====>........................] - ETA: 3s 9/37 [======>.......................] - ETA: 3s 10/37 [=======>......................] - ETA: 3s 11/37 [=======>......................] - ETA: 3s 12/37 [========>.....................] - ETA: 3s 13/37 [=========>....................] - ETA: 2s 14/37 [==========>...................] - ETA: 2s 15/37 [===========>..................] - ETA: 2s 16/37 [===========>..................] - ETA: 2s 17/37 [============>.................] - ETA: 2s 18/37 [=============>................] - ETA: 2s 19/37 [==============>...............] - ETA: 2s 20/37 [===============>..............] - ETA: 2s 21/37 [================>.............] - ETA: 1s 22/37 [================>.............] - ETA: 1s 23/37 [=================>............] - ETA: 1s 24/37 [==================>...........] - ETA: 1s 25/37 [===================>..........] - ETA: 1s 26/37 [====================>.........] - ETA: 1s 27/37 [====================>.........] - ETA: 1s 28/37 [=====================>........] - ETA: 1s 29/37 [======================>.......] - ETA: 0s 30/37 [=======================>......] - ETA: 0s 31/37 [========================>.....] - ETA: 0s 32/37 [========================>.....] - ETA: 0s 33/37 [=========================>....] - ETA: 0s 34/37 [==========================>...] - ETA: 0s 35/37 [===========================>..] - ETA: 0s 36/37 [============================>.] - ETA: 0s 37/37 [==============================] - ETA: 0s 37/37 [==============================] - 5s 125ms/step inserting motif: tn5_2 GTGCACAGTTCTAGAGTGTGCAG 1/37 [..............................] - ETA: 0s 2/37 [>.............................] - ETA: 4s 3/37 [=>............................] - ETA: 4s 4/37 [==>...........................] - ETA: 4s 5/37 [===>..........................] - ETA: 3s 6/37 [===>..........................] - ETA: 3s 7/37 [====>.........................] - ETA: 3s 8/37 [=====>........................] - ETA: 3s 9/37 [======>.......................] - ETA: 3s 10/37 [=======>......................] - ETA: 3s 11/37 [=======>......................] - ETA: 3s 12/37 [========>.....................] - ETA: 3s 13/37 [=========>....................] - ETA: 2s 14/37 [==========>...................] - ETA: 2s 15/37 [===========>..................] - ETA: 2s 16/37 [===========>..................] - ETA: 2s 17/37 [============>.................] - ETA: 2s 18/37 [=============>................] - ETA: 2s 19/37 [==============>...............] - ETA: 2s 20/37 [===============>..............] - ETA: 2s 21/37 [================>.............] - ETA: 1s 22/37 [================>.............] - ETA: 1s 23/37 [=================>............] - ETA: 1s 24/37 [==================>...........] - ETA: 1s 25/37 [===================>..........] - ETA: 1s 26/37 [====================>.........] - ETA: 1s 27/37 [====================>.........] - ETA: 1s 28/37 [=====================>........] - ETA: 1s 29/37 [======================>.......] - ETA: 0s 30/37 [=======================>......] - ETA: 0s 31/37 [========================>.....] - ETA: 0s 32/37 [========================>.....] - ETA: 0s 33/37 [=========================>....] - ETA: 0s 34/37 [==========================>...] - ETA: 0s 35/37 [===========================>..] - ETA: 0s 36/37 [============================>.] - ETA: 0s 37/37 [==============================] - ETA: 0s 37/37 [==============================] - 5s 125ms/step 1/37 [..............................] - ETA: 0s 2/37 [>.............................] - ETA: 4s 3/37 [=>............................] - ETA: 4s 4/37 [==>...........................] - ETA: 4s 5/37 [===>..........................] - ETA: 3s 6/37 [===>..........................] - ETA: 3s 7/37 [====>.........................] - ETA: 3s 8/37 [=====>........................] - ETA: 3s 9/37 [======>.......................] - ETA: 3s 10/37 [=======>......................] - ETA: 3s 11/37 [=======>......................] - ETA: 3s 12/37 [========>.....................] - ETA: 3s 13/37 [=========>....................] - ETA: 2s 14/37 [==========>...................] - ETA: 2s 15/37 [===========>..................] - ETA: 2s 16/37 [===========>..................] - ETA: 2s 17/37 [============>.................] - ETA: 2s 18/37 [=============>................] - ETA: 2s 19/37 [==============>...............] - ETA: 2s 20/37 [===============>..............] - ETA: 2s 21/37 [================>.............] - ETA: 1s 22/37 [================>.............] - ETA: 1s 23/37 [=================>............] - ETA: 1s 24/37 [==================>...........] - ETA: 1s 25/37 [===================>..........] - ETA: 1s 26/37 [====================>.........] - ETA: 1s 27/37 [====================>.........] - ETA: 1s 28/37 [=====================>........] - ETA: 1s 29/37 [======================>.......] - ETA: 0s 30/37 [=======================>......] - ETA: 0s 31/37 [========================>.....] - ETA: 0s 32/37 [========================>.....] - ETA: 0s 33/37 [=========================>....] - ETA: 0s 34/37 [==========================>...] - ETA: 0s 35/37 [===========================>..] - ETA: 0s 36/37 [============================>.] - ETA: 0s 37/37 [==============================] - ETA: 0s 37/37 [==============================] - 5s 125ms/step inserting motif: tn5_3 CCTCTACACTGTGCAGAA 1/37 [..............................] - ETA: 0s 2/37 [>.............................] - ETA: 4s 3/37 [=>............................] - ETA: 4s 4/37 [==>...........................] - ETA: 4s 5/37 [===>..........................] - ETA: 3s 6/37 [===>..........................] - ETA: 3s 7/37 [====>.........................] - ETA: 3s 8/37 [=====>........................] - ETA: 3s 9/37 [======>.......................] - ETA: 3s 10/37 [=======>......................] - ETA: 3s 11/37 [=======>......................] - ETA: 3s 12/37 [========>.....................] - ETA: 3s 13/37 [=========>....................] - ETA: 2s 14/37 [==========>...................] - ETA: 2s 15/37 [===========>..................] - ETA: 2s 16/37 [===========>..................] - ETA: 2s 17/37 [============>.................] - ETA: 2s 18/37 [=============>................] - ETA: 2s 19/37 [==============>...............] - ETA: 2s 20/37 [===============>..............] - ETA: 2s 21/37 [================>.............] - ETA: 1s 22/37 [================>.............] - ETA: 1s 23/37 [=================>............] - ETA: 1s 24/37 [==================>...........] - ETA: 1s 25/37 [===================>..........] - ETA: 1s 26/37 [====================>.........] - ETA: 1s 27/37 [====================>.........] - ETA: 1s 28/37 [=====================>........] - ETA: 1s 29/37 [======================>.......] - ETA: 0s 30/37 [=======================>......] - ETA: 0s 31/37 [========================>.....] - ETA: 0s 32/37 [========================>.....] - ETA: 0s 33/37 [=========================>....] - ETA: 0s 34/37 [==========================>...] - ETA: 0s 35/37 [===========================>..] - ETA: 0s 36/37 [============================>.] - ETA: 0s 37/37 [==============================] - ETA: 0s 37/37 [==============================] - 5s 125ms/step 1/37 [..............................] - ETA: 0s 2/37 [>.............................] - ETA: 4s 3/37 [=>............................] - ETA: 4s 4/37 [==>...........................] - ETA: 4s 5/37 [===>..........................] - ETA: 3s 6/37 [===>..........................] - ETA: 3s 7/37 [====>.........................] - ETA: 3s 8/37 [=====>........................] - ETA: 3s 9/37 [======>.......................] - ETA: 3s 10/37 [=======>......................] - ETA: 3s 11/37 [=======>......................] - ETA: 3s 12/37 [========>.....................] - ETA: 3s 13/37 [=========>....................] - ETA: 2s 14/37 [==========>...................] - ETA: 2s 15/37 [===========>..................] - ETA: 2s 16/37 [===========>..................] - ETA: 2s 17/37 [============>.................] - ETA: 2s 18/37 [=============>................] - ETA: 2s 19/37 [==============>...............] - ETA: 2s 20/37 [===============>..............] - ETA: 2s 21/37 [================>.............] - ETA: 2s 22/37 [================>.............] - ETA: 1s 23/37 [=================>............] - ETA: 1s 24/37 [==================>...........] - ETA: 1s 25/37 [===================>..........] - ETA: 1s 26/37 [====================>.........] - ETA: 1s 27/37 [====================>.........] - ETA: 1s 28/37 [=====================>........] - ETA: 1s 29/37 [======================>.......] - ETA: 0s 30/37 [=======================>......] - ETA: 0s 31/37 [========================>.....] - ETA: 0s 32/37 [========================>.....] - ETA: 0s 33/37 [=========================>....] - ETA: 0s 34/37 [==========================>...] - ETA: 0s 35/37 [===========================>..] - ETA: 0s 36/37 [============================>.] - ETA: 0s 37/37 [==============================] - ETA: 0s 37/37 [==============================] - 5s 125ms/step inserting motif: tn5_4 GCACAGTTCTAGACTGTGCAG 1/37 [..............................] - ETA: 0s 2/37 [>.............................] - ETA: 4s 3/37 [=>............................] - ETA: 4s 4/37 [==>...........................] - ETA: 4s 5/37 [===>..........................] - ETA: 3s 6/37 [===>..........................] - ETA: 3s 7/37 [====>.........................] - ETA: 3s 8/37 [=====>........................] - ETA: 3s 9/37 [======>.......................] - ETA: 3s 10/37 [=======>......................] - ETA: 3s 11/37 [=======>......................] - ETA: 3s 12/37 [========>.....................] - ETA: 3s 13/37 [=========>....................] - ETA: 2s 14/37 [==========>...................] - ETA: 2s 15/37 [===========>..................] - ETA: 2s 16/37 [===========>..................] - ETA: 2s 17/37 [============>.................] - ETA: 2s 18/37 [=============>................] - ETA: 2s 19/37 [==============>...............] - ETA: 2s 20/37 [===============>..............] - ETA: 2s 21/37 [================>.............] - ETA: 1s 22/37 [================>.............] - ETA: 1s 23/37 [=================>............] - ETA: 1s 24/37 [==================>...........] - ETA: 1s 25/37 [===================>..........] - ETA: 1s 26/37 [====================>.........] - ETA: 1s 27/37 [====================>.........] - ETA: 1s 28/37 [=====================>........] - ETA: 1s 29/37 [======================>.......] - ETA: 0s 30/37 [=======================>......] - ETA: 0s 31/37 [========================>.....] - ETA: 0s 32/37 [========================>.....] - ETA: 0s 33/37 [=========================>....] - ETA: 0s 34/37 [==========================>...] - ETA: 0s 35/37 [===========================>..] - ETA: 0s 36/37 [============================>.] - ETA: 0s 37/37 [==============================] - ETA: 0s 37/37 [==============================] - 5s 125ms/step 1/37 [..............................] - ETA: 0s 2/37 [>.............................] - ETA: 4s 3/37 [=>............................] - ETA: 4s 4/37 [==>...........................] - ETA: 4s 5/37 [===>..........................] - ETA: 3s 6/37 [===>..........................] - ETA: 3s 7/37 [====>.........................] - ETA: 3s 8/37 [=====>........................] - ETA: 3s 9/37 [======>.......................] - ETA: 3s 10/37 [=======>......................] - ETA: 3s 11/37 [=======>......................] - ETA: 3s 12/37 [========>.....................] - ETA: 3s 13/37 [=========>....................] - ETA: 2s 14/37 [==========>...................] - ETA: 2s 15/37 [===========>..................] - ETA: 2s 16/37 [===========>..................] - ETA: 2s 17/37 [============>.................] - ETA: 2s 18/37 [=============>................] - ETA: 2s 19/37 [==============>...............] - ETA: 2s 20/37 [===============>..............] - ETA: 2s 21/37 [================>.............] - ETA: 1s 22/37 [================>.............] - ETA: 1s 23/37 [=================>............] - ETA: 1s 24/37 [==================>...........] - ETA: 1s 25/37 [===================>..........] - ETA: 1s 26/37 [====================>.........] - ETA: 1s 27/37 [====================>.........] - ETA: 1s 28/37 [=====================>........] - ETA: 1s 29/37 [======================>.......] - ETA: 0s 30/37 [=======================>......] - ETA: 0s 31/37 [========================>.....] - ETA: 0s 32/37 [========================>.....] - ETA: 0s 33/37 [=========================>....] - ETA: 0s 34/37 [==========================>...] - ETA: 0s 35/37 [===========================>..] - ETA: 0s 36/37 [============================>.] - ETA: 0s 37/37 [==============================] - ETA: 0s 37/37 [==============================] - 5s 125ms/step inserting motif: tn5_5 CTGCACAGTGTAGAGTTGTGC 1/37 [..............................] - ETA: 0s 2/37 [>.............................] - ETA: 4s 3/37 [=>............................] - ETA: 4s 4/37 [==>...........................] - ETA: 4s 5/37 [===>..........................] - ETA: 3s 6/37 [===>..........................] - ETA: 3s 7/37 [====>.........................] - ETA: 3s 8/37 [=====>........................] - ETA: 3s 9/37 [======>.......................] - ETA: 3s 10/37 [=======>......................] - ETA: 3s 11/37 [=======>......................] - ETA: 3s 12/37 [========>.....................] - ETA: 3s 13/37 [=========>....................] - ETA: 2s 14/37 [==========>...................] - ETA: 2s 15/37 [===========>..................] - ETA: 2s 16/37 [===========>..................] - ETA: 2s 17/37 [============>.................] - ETA: 2s 18/37 [=============>................] - ETA: 2s 19/37 [==============>...............] - ETA: 2s 20/37 [===============>..............] - ETA: 2s 21/37 [================>.............] - ETA: 1s 22/37 [================>.............] - ETA: 1s 23/37 [=================>............] - ETA: 1s 24/37 [==================>...........] - ETA: 1s 25/37 [===================>..........] - ETA: 1s 26/37 [====================>.........] - ETA: 1s 27/37 [====================>.........] - ETA: 1s 28/37 [=====================>........] - ETA: 1s 29/37 [======================>.......] - ETA: 0s 30/37 [=======================>......] - ETA: 0s 31/37 [========================>.....] - ETA: 0s 32/37 [========================>.....] - ETA: 0s 33/37 [=========================>....] - ETA: 0s 34/37 [==========================>...] - ETA: 0s 35/37 [===========================>..] - ETA: 0s 36/37 [============================>.] - ETA: 0s 37/37 [==============================] - ETA: 0s 37/37 [==============================] - 5s 125ms/step 1/37 [..............................] - ETA: 0s 2/37 [>.............................] - ETA: 4s 3/37 [=>............................] - ETA: 4s 4/37 [==>...........................] - ETA: 4s 5/37 [===>..........................] - ETA: 3s 6/37 [===>..........................] - ETA: 3s 7/37 [====>.........................] - ETA: 3s 8/37 [=====>........................] - ETA: 3s 9/37 [======>.......................] - ETA: 3s 10/37 [=======>......................] - ETA: 3s 11/37 [=======>......................] - ETA: 3s 12/37 [========>.....................] - ETA: 3s 13/37 [=========>....................] - ETA: 2s 14/37 [==========>...................] - ETA: 2s 15/37 [===========>..................] - ETA: 2s 16/37 [===========>..................] - ETA: 2s 17/37 [============>.................] - ETA: 2s 18/37 [=============>................] - ETA: 2s 19/37 [==============>...............] - ETA: 2s 20/37 [===============>..............] - ETA: 2s 21/37 [================>.............] - ETA: 1s 22/37 [================>.............] - ETA: 1s 23/37 [=================>............] - ETA: 1s 24/37 [==================>...........] - ETA: 1s 25/37 [===================>..........] - ETA: 1s 26/37 [====================>.........] - ETA: 1s 27/37 [====================>.........] - ETA: 1s 28/37 [=====================>........] - ETA: 1s 29/37 [======================>.......] - ETA: 0s 30/37 [=======================>......] - ETA: 0s 31/37 [========================>.....] - ETA: 0s 32/37 [========================>.....] - ETA: 0s 33/37 [=========================>....] - ETA: 0s 34/37 [==========================>...] - ETA: 0s 35/37 [===========================>..] - ETA: 0s 36/37 [============================>.] - ETA: 0s 37/37 [==============================] - ETA: 0s 37/37 [==============================] - 5s 125ms/step Saving marginal footprints