DNase-seq DNASE_SE /scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_4.json Wed Jan 18 04:43:26 2023 +-----------------------------------------------------------------------------+ | NVIDIA-SMI 525.60.13 Driver Version: 525.60.13 CUDA Version: 12.0 | |-------------------------------+----------------------+----------------------+ | GPU Name Persistence-M| Bus-Id Disp.A | Volatile Uncorr. ECC | | Fan Temp Perf Pwr:Usage/Cap| Memory-Usage | GPU-Util Compute M. | | | | MIG M. | |===============================+======================+======================| | 0 NVIDIA GeForce ... On | 00000000:45:00.0 Off | N/A | | 30% 32C P8 20W / 315W | 1MiB / 24576MiB | 0% E. Process | | | | N/A | +-------------------------------+----------------------+----------------------+ +-----------------------------------------------------------------------------+ | Processes: | | GPU GI CI PID Type Process name GPU Memory | | ID ID Usage | |=============================================================================| | No running processes found | +-----------------------------------------------------------------------------+ No logfile supplied - creating one 2023-01-18_04-43-34: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/helpers/hyperparameters/find_chrombpnet_hyperparams.py \ --genome=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ --bigwig=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR275ICP//preprocessing/bigWigs/ENCSR275ICP.bigWig \ --peaks=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR275ICP//preprocessing/downloads/peaks.bed.gz \ --nonpeaks=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR275ICP//negatives_data/negatives_with_summit.bed \ --outlier_threshold=0.99 \ --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_4.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/HEPG2_DNASE_PE/fold_4/bias.h5 \ --output_dir=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR275ICP//chrombpnet_model_feb15_fold_4/ evaluating hyperparameters on the following chromosomes ['chr1', 'chr2', 'chr3', 'chr4', 'chr5', 'chr6', 'chr8', 'chr9', 'chr11', 'chr12', 'chr14', 'chr15', 'chr16', 'chr20', 'chr22', 'chrY', 'chr10', 'chr18'] Number of peaks input: 158211 Number of peaks filtered because the input/output is on the edge: 0 Number of peaks being used: 158211 Number of peaks input: 41789 Number of peaks filtered because the input/output is on the edge: 0 Number of peaks being used: 41789 Number of non peaks input: 156071 Number of non peaks filtered because the input/output is on the edge: 0 Number of non peaks being used: 156071 Number of non peaks input: 43928 Number of non peaks filtered because the input/output is on the edge: 0 Number of non peaks being used: 43928 Number of peaks after removing outliers: 156470 Number of nonpeaks after removing outliers: 138410 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 1/4326 [..............................] - ETA: 27:46:12 9/4326 [..............................] - ETA: 28s  17/4326 [..............................] - ETA: 28s 25/4326 [..............................] - ETA: 28s 33/4326 [..............................] - ETA: 28s 41/4326 [..............................] - ETA: 28s 49/4326 [..............................] - ETA: 27s 57/4326 [..............................] - ETA: 27s 65/4326 [..............................] - ETA: 27s 73/4326 [..............................] - ETA: 27s 81/4326 [..............................] - ETA: 27s 89/4326 [..............................] - ETA: 27s 97/4326 [..............................] - ETA: 27s 105/4326 [..............................] - ETA: 27s 113/4326 [..............................] - ETA: 27s 121/4326 [..............................] - ETA: 26s 129/4326 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4246/4326 [============================>.] - ETA: 0s 4254/4326 [============================>.] - ETA: 0s 4262/4326 [============================>.] - ETA: 0s 4270/4326 [============================>.] - ETA: 0s 4278/4326 [============================>.] - ETA: 0s 4286/4326 [============================>.] - ETA: 0s 4294/4326 [============================>.] - ETA: 0s 4302/4326 [============================>.] - ETA: 0s 4310/4326 [============================>.] - ETA: 0s 4318/4326 [============================>.] - ETA: 0s 4326/4326 [==============================] - ETA: 0s 4326/4326 [==============================] - 66s 10ms/step 2023-01-18_04-52-51: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/train.py \ --genome=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ --bigwig=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR275ICP//preprocessing/bigWigs/ENCSR275ICP.bigWig \ --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR275ICP//chrombpnet_model_feb15_fold_4//filtered.peaks.bed \ --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR275ICP//chrombpnet_model_feb15_fold_4//filtered.nonpeaks.bed \ --params=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR275ICP//chrombpnet_model_feb15_fold_4//chrombpnet_model_params.tsv \ --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR275ICP//chrombpnet_model_feb15_fold_4//chrombpnet \ --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_4.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': '69.8', 'filters': '512', 'n_dil_layers': '8', 'bias_model_path': '/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR275ICP//chrombpnet_model_feb15_fold_4/bias_model_scaled.h5', 'inputlen': '2114', 'outputlen': '1000', 'max_jitter': '500', 'chr_fold_path': '/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_4.json', 'negative_sampling_ratio': '0.1'} got the model loading peaks... got split:train for bed regions:(142534, 10) loading nonpeaks... got split:train for bed regions:(126208, 10) loading peaks... got split:valid for bed regions:(13936, 10) loading nonpeaks... got split:valid for bed regions:(12202, 10) Epoch 1/50 1/2450 [..............................] - ETA: 109:16:16 - loss: 2021.2725 - logits_profile_predictions_loss: 1818.4470 - logcount_predictions_loss: 2.9058 2/2450 [..............................] - ETA: 12:52 - loss: 3951.8684 - logits_profile_predictions_loss: 1763.9497 - logcount_predictions_loss: 31.3455  3/2450 [..............................] - ETA: 12:42 - loss: 4118.4681 - logits_profile_predictions_loss: 1714.3070 - logcount_predictions_loss: 34.4436 4/2450 [..............................] - ETA: 12:38 - loss: 4022.5552 - logits_profile_predictions_loss: 1677.8789 - logcount_predictions_loss: 33.5914 5/2450 [..............................] - ETA: 12:36 - loss: 3886.9304 - logits_profile_predictions_loss: 1657.1204 - logcount_predictions_loss: 31.9457 6/2450 [..............................] - ETA: 12:35 - loss: 3751.5559 - logits_profile_predictions_loss: 1642.6569 - logcount_predictions_loss: 30.2135 7/2450 [..............................] - ETA: 12:33 - loss: 3625.1438 - logits_profile_predictions_loss: 1629.9250 - logcount_predictions_loss: 28.5848 8/2450 [..............................] - ETA: 12:31 - loss: 3515.7889 - logits_profile_predictions_loss: 1622.8965 - logcount_predictions_loss: 27.1188 9/2450 [..............................] - ETA: 12:30 - loss: 3419.1459 - logits_profile_predictions_loss: 1617.8143 - logcount_predictions_loss: 25.8070 10/2450 [..............................] - ETA: 12:29 - loss: 3333.4312 - logits_profile_predictions_loss: 1613.9512 - logcount_predictions_loss: 24.6344 11/2450 [..............................] - ETA: 12:28 - loss: 3257.5328 - logits_profile_predictions_loss: 1611.4408 - logcount_predictions_loss: 23.5830 12/2450 [..............................] - ETA: 12:27 - loss: 3191.8771 - logits_profile_predictions_loss: 1611.6010 - logcount_predictions_loss: 22.6401 13/2450 [..............................] - ETA: 12:26 - loss: 3131.5502 - logits_profile_predictions_loss: 1610.9396 - logcount_predictions_loss: 21.7853 14/2450 [..............................] - ETA: 12:26 - loss: 3075.7695 - logits_profile_predictions_loss: 1609.4520 - logcount_predictions_loss: 21.0074 15/2450 [..............................] - ETA: 12:25 - loss: 3024.5741 - logits_profile_predictions_loss: 1607.8667 - logcount_predictions_loss: 20.2967 16/2450 [..............................] - ETA: 12:25 - loss: 2977.4658 - logits_profile_predictions_loss: 1606.2477 - logcount_predictions_loss: 19.6450 17/2450 [..............................] - ETA: 12:24 - loss: 2933.8308 - logits_profile_predictions_loss: 1604.5163 - logcount_predictions_loss: 19.0446 18/2450 [..............................] - ETA: 12:24 - loss: 2893.1670 - logits_profile_predictions_loss: 1602.6248 - logcount_predictions_loss: 18.4891 19/2450 [..............................] - ETA: 12:23 - loss: 2854.6874 - logits_profile_predictions_loss: 1600.1612 - logcount_predictions_loss: 17.9732 20/2450 [..............................] - ETA: 12:22 - loss: 2819.2122 - logits_profile_predictions_loss: 1598.1151 - logcount_predictions_loss: 17.4942 21/2450 [..............................] - ETA: 12:22 - loss: 2786.5796 - logits_profile_predictions_loss: 1596.5176 - logcount_predictions_loss: 17.0496 22/2450 [..............................] - ETA: 12:21 - loss: 2755.9250 - logits_profile_predictions_loss: 1594.8742 - logcount_predictions_loss: 16.6340 23/2450 [..............................] - ETA: 12:21 - loss: 2726.9983 - logits_profile_predictions_loss: 1593.1578 - logcount_predictions_loss: 16.2441 24/2450 [..............................] - ETA: 12:21 - loss: 2699.8828 - logits_profile_predictions_loss: 1591.6181 - logcount_predictions_loss: 15.8777 25/2450 [..............................] - ETA: 12:20 - loss: 2674.6000 - logits_profile_predictions_loss: 1590.3653 - logcount_predictions_loss: 15.5334 26/2450 [..............................] - ETA: 12:20 - loss: 2650.7373 - logits_profile_predictions_loss: 1589.1529 - logcount_predictions_loss: 15.2089 27/2450 [..............................] - ETA: 12:19 - loss: 2628.6480 - logits_profile_predictions_loss: 1588.3985 - logcount_predictions_loss: 14.9033 28/2450 [..............................] - ETA: 12:19 - loss: 2607.7974 - logits_profile_predictions_loss: 1587.7260 - logcount_predictions_loss: 14.6142 29/2450 [..............................] - ETA: 12:19 - loss: 2588.0138 - logits_profile_predictions_loss: 1587.0624 - logcount_predictions_loss: 14.3403 30/2450 [..............................] - ETA: 12:18 - loss: 2568.9255 - logits_profile_predictions_loss: 1586.1624 - logcount_predictions_loss: 14.0797 31/2450 [..............................] - ETA: 12:18 - loss: 2550.8657 - logits_profile_predictions_loss: 1585.3666 - logcount_predictions_loss: 13.8324 32/2450 [..............................] - ETA: 12:17 - loss: 2533.8282 - logits_profile_predictions_loss: 1584.7441 - logcount_predictions_loss: 13.5972 33/2450 [..............................] - ETA: 12:17 - loss: 2517.3997 - logits_profile_predictions_loss: 1583.9787 - logcount_predictions_loss: 13.3728 34/2450 [..............................] - ETA: 12:17 - loss: 2501.5008 - logits_profile_predictions_loss: 1583.0623 - logcount_predictions_loss: 13.1581 35/2450 [..............................] - ETA: 12:16 - loss: 2486.0754 - logits_profile_predictions_loss: 1581.9764 - logcount_predictions_loss: 12.9527 36/2450 [..............................] - ETA: 12:16 - loss: 2471.0951 - logits_profile_predictions_loss: 1580.7352 - logcount_predictions_loss: 12.7559 37/2450 [..............................] - ETA: 12:16 - loss: 2456.8232 - logits_profile_predictions_loss: 1579.6035 - logcount_predictions_loss: 12.5676 38/2450 [..............................] - ETA: 12:15 - loss: 2442.8918 - logits_profile_predictions_loss: 1578.3074 - logcount_predictions_loss: 12.3866 39/2450 [..............................] - ETA: 12:15 - loss: 2429.3834 - logits_profile_predictions_loss: 1576.9423 - logcount_predictions_loss: 12.2126 40/2450 [..............................] - ETA: 12:15 - loss: 2416.4513 - logits_profile_predictions_loss: 1575.6583 - logcount_predictions_loss: 12.0457 41/2450 [..............................] - ETA: 12:14 - loss: 2404.0179 - logits_profile_predictions_loss: 1574.4234 - logcount_predictions_loss: 11.8853 42/2450 [..............................] - ETA: 12:14 - loss: 2391.9681 - logits_profile_predictions_loss: 1573.1665 - logcount_predictions_loss: 11.7307 43/2450 [..............................] - ETA: 12:14 - loss: 2380.5620 - logits_profile_predictions_loss: 1572.1310 - logcount_predictions_loss: 11.5821 44/2450 [..............................] - ETA: 12:13 - loss: 2369.6484 - logits_profile_predictions_loss: 1571.1957 - logcount_predictions_loss: 11.4392 45/2450 [..............................] - ETA: 12:13 - loss: 2359.0779 - logits_profile_predictions_loss: 1570.2528 - logcount_predictions_loss: 11.3012 46/2450 [..............................] - ETA: 12:13 - loss: 2348.9470 - logits_profile_predictions_loss: 1569.4045 - logcount_predictions_loss: 11.1682 47/2450 [..............................] - ETA: 12:12 - loss: 2339.1637 - logits_profile_predictions_loss: 1568.5773 - logcount_predictions_loss: 11.0399 48/2450 [..............................] - ETA: 12:12 - loss: 2329.7831 - logits_profile_predictions_loss: 1567.8403 - logcount_predictions_loss: 10.9161 49/2450 [..............................] - ETA: 12:12 - loss: 2320.6729 - logits_profile_predictions_loss: 1567.0934 - logcount_predictions_loss: 10.7963 50/2450 [..............................] - ETA: 12:12 - loss: 2311.8228 - logits_profile_predictions_loss: 1566.3332 - logcount_predictions_loss: 10.6804 51/2450 [..............................] - ETA: 12:11 - loss: 2303.1924 - logits_profile_predictions_loss: 1565.5430 - logcount_predictions_loss: 10.5680 52/2450 [..............................] - ETA: 12:11 - loss: 2294.9156 - logits_profile_predictions_loss: 1564.8499 - logcount_predictions_loss: 10.4594 53/2450 [..............................] - ETA: 12:11 - loss: 2286.9370 - logits_profile_predictions_loss: 1564.2160 - logcount_predictions_loss: 10.3542 54/2450 [..............................] - ETA: 12:10 - loss: 2279.1619 - logits_profile_predictions_loss: 1563.5657 - logcount_predictions_loss: 10.2521 55/2450 [..............................] - ETA: 12:10 - loss: 2271.6737 - logits_profile_predictions_loss: 1562.9754 - logcount_predictions_loss: 10.1533 56/2450 [..............................] - ETA: 12:10 - loss: 2264.4076 - logits_profile_predictions_loss: 1562.4054 - logcount_predictions_loss: 10.0573 57/2450 [..............................] - ETA: 12:09 - loss: 2257.3987 - logits_profile_predictions_loss: 1561.8903 - logcount_predictions_loss: 9.9643  58/2450 [..............................] - ETA: 12:09 - loss: 2250.5457 - logits_profile_predictions_loss: 1561.3522 - logcount_predictions_loss: 9.8738 59/2450 [..............................] - ETA: 12:09 - loss: 2243.8117 - logits_profile_predictions_loss: 1560.7677 - logcount_predictions_loss: 9.7857 60/2450 [..............................] - ETA: 12:09 - loss: 2237.3861 - logits_profile_predictions_loss: 1560.3016 - logcount_predictions_loss: 9.7004 61/2450 [..............................] - ETA: 12:08 - loss: 2231.0248 - 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logcount_predictions_loss: 3.1074 2426/2450 [============================>.] - ETA: 8s - loss: 1651.9772 - logits_profile_predictions_loss: 1435.0978 - logcount_predictions_loss: 3.1072 2427/2450 [============================>.] - ETA: 8s - loss: 1651.9327 - logits_profile_predictions_loss: 1435.0728 - logcount_predictions_loss: 3.1069 2428/2450 [============================>.] - ETA: 8s - loss: 1651.8881 - logits_profile_predictions_loss: 1435.0478 - logcount_predictions_loss: 3.1066 2429/2450 [============================>.] - ETA: 7s - loss: 1651.8436 - logits_profile_predictions_loss: 1435.0228 - logcount_predictions_loss: 3.1063 2430/2450 [============================>.] - ETA: 7s - loss: 1651.7991 - logits_profile_predictions_loss: 1434.9979 - logcount_predictions_loss: 3.1060 2431/2450 [============================>.] - ETA: 7s - loss: 1651.7546 - logits_profile_predictions_loss: 1434.9729 - logcount_predictions_loss: 3.1058 2432/2450 [============================>.] - ETA: 6s - 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logcount_predictions_loss: 3.1038 2439/2450 [============================>.] - ETA: 4s - loss: 1651.3982 - logits_profile_predictions_loss: 1434.7733 - logcount_predictions_loss: 3.1035 2440/2450 [============================>.] - ETA: 3s - loss: 1651.3536 - logits_profile_predictions_loss: 1434.7483 - logcount_predictions_loss: 3.1032 2441/2450 [============================>.] - ETA: 3s - loss: 1651.3090 - logits_profile_predictions_loss: 1434.7234 - logcount_predictions_loss: 3.1029 2442/2450 [============================>.] - ETA: 2s - loss: 1651.2645 - logits_profile_predictions_loss: 1434.6985 - logcount_predictions_loss: 3.1027 2443/2450 [============================>.] - ETA: 2s - loss: 1651.2199 - logits_profile_predictions_loss: 1434.6735 - logcount_predictions_loss: 3.1024 2444/2450 [============================>.] - ETA: 2s - loss: 1651.1753 - logits_profile_predictions_loss: 1434.6486 - logcount_predictions_loss: 3.1021 2445/2450 [============================>.] - ETA: 1s - loss: 1651.1306 - logits_profile_predictions_loss: 1434.6236 - logcount_predictions_loss: 3.1018 2446/2450 [============================>.] - ETA: 1s - loss: 1651.0860 - logits_profile_predictions_loss: 1434.5986 - logcount_predictions_loss: 3.1015 2447/2450 [============================>.] - ETA: 1s - loss: 1651.0413 - logits_profile_predictions_loss: 1434.5736 - logcount_predictions_loss: 3.1013 2448/2450 [============================>.] - ETA: 0s - loss: 1650.9966 - logits_profile_predictions_loss: 1434.5486 - logcount_predictions_loss: 3.1010 2449/2450 [============================>.] - ETA: 0s - loss: 1650.9519 - logits_profile_predictions_loss: 1434.5236 - logcount_predictions_loss: 3.1007 2450/2450 [==============================] - ETA: 0s - loss: 1650.9071 - logits_profile_predictions_loss: 1434.4985 - logcount_predictions_loss: 3.1004 2450/2450 [==============================] - 1195s 422ms/step - loss: 1650.8624 - logits_profile_predictions_loss: 1434.4735 - logcount_predictions_loss: 3.1001 - val_loss: 1321.2297 - val_logits_profile_predictions_loss: 1292.0386 - val_logcount_predictions_loss: 0.4182 Epoch 00001: val_loss improved from inf to 1321.22974, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR275ICP//chrombpnet_model_feb15_fold_4/chrombpnet.h5 Epoch 2/50 1/2450 [..............................] - ETA: 12:47 - loss: 1230.7930 - logits_profile_predictions_loss: 1200.6002 - logcount_predictions_loss: 0.4326 2/2450 [..............................] - ETA: 12:17 - loss: 1273.4137 - logits_profile_predictions_loss: 1242.6437 - logcount_predictions_loss: 0.4408 3/2450 [..............................] - ETA: 12:17 - loss: 1324.4738 - logits_profile_predictions_loss: 1292.9976 - logcount_predictions_loss: 0.4509 4/2450 [..............................] - ETA: 12:18 - loss: 1341.6151 - logits_profile_predictions_loss: 1310.6500 - logcount_predictions_loss: 0.4436 5/2450 [..............................] - ETA: 12:18 - loss: 1343.7876 - logits_profile_predictions_loss: 1313.3761 - logcount_predictions_loss: 0.4357 6/2450 [..............................] - ETA: 12:18 - loss: 1340.7659 - logits_profile_predictions_loss: 1310.4083 - logcount_predictions_loss: 0.4349 7/2450 [..............................] - ETA: 12:18 - loss: 1337.0322 - logits_profile_predictions_loss: 1306.8347 - logcount_predictions_loss: 0.4326 8/2450 [..............................] - ETA: 12:18 - loss: 1333.0488 - logits_profile_predictions_loss: 1303.0211 - logcount_predictions_loss: 0.4302 9/2450 [..............................] - ETA: 12:18 - loss: 1333.0450 - logits_profile_predictions_loss: 1302.9473 - logcount_predictions_loss: 0.4312 10/2450 [..............................] - ETA: 12:18 - loss: 1332.4426 - logits_profile_predictions_loss: 1302.2045 - logcount_predictions_loss: 0.4332 11/2450 [..............................] - ETA: 12:18 - loss: 1332.9122 - logits_profile_predictions_loss: 1302.4303 - logcount_predictions_loss: 0.4367 12/2450 [..............................] - ETA: 12:17 - loss: 1332.3286 - logits_profile_predictions_loss: 1301.6957 - logcount_predictions_loss: 0.4389 13/2450 [..............................] - ETA: 12:17 - loss: 1331.4487 - logits_profile_predictions_loss: 1300.7014 - logcount_predictions_loss: 0.4405 14/2450 [..............................] - ETA: 12:17 - loss: 1330.5195 - logits_profile_predictions_loss: 1299.6552 - logcount_predictions_loss: 0.4422 15/2450 [..............................] - ETA: 12:17 - loss: 1329.0171 - logits_profile_predictions_loss: 1298.0749 - logcount_predictions_loss: 0.4433 16/2450 [..............................] - ETA: 12:17 - loss: 1327.8638 - logits_profile_predictions_loss: 1296.8742 - logcount_predictions_loss: 0.4440 17/2450 [..............................] - ETA: 12:16 - loss: 1326.9258 - logits_profile_predictions_loss: 1295.8602 - logcount_predictions_loss: 0.4451 18/2450 [..............................] - ETA: 12:16 - loss: 1326.0436 - logits_profile_predictions_loss: 1294.8958 - logcount_predictions_loss: 0.4462 19/2450 [..............................] - ETA: 12:16 - loss: 1325.4718 - logits_profile_predictions_loss: 1294.2320 - logcount_predictions_loss: 0.4476 20/2450 [..............................] - ETA: 12:15 - loss: 1324.7992 - logits_profile_predictions_loss: 1293.4840 - logcount_predictions_loss: 0.4486 21/2450 [..............................] - ETA: 12:15 - loss: 1324.8397 - logits_profile_predictions_loss: 1293.4376 - logcount_predictions_loss: 0.4499 22/2450 [..............................] - ETA: 12:15 - loss: 1324.7065 - logits_profile_predictions_loss: 1293.2266 - logcount_predictions_loss: 0.4510 23/2450 [..............................] - ETA: 12:15 - loss: 1324.5664 - logits_profile_predictions_loss: 1293.0399 - logcount_predictions_loss: 0.4517 24/2450 [..............................] - ETA: 12:14 - loss: 1324.3905 - logits_profile_predictions_loss: 1292.8275 - 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1326.6722 - logits_profile_predictions_loss: 1294.4863 - logcount_predictions_loss: 0.4611 412/2450 [====>.........................] - ETA: 10:23 - loss: 1326.6675 - logits_profile_predictions_loss: 1294.4818 - logcount_predictions_loss: 0.4611 413/2450 [====>.........................] - ETA: 10:23 - loss: 1326.6626 - logits_profile_predictions_loss: 1294.4771 - logcount_predictions_loss: 0.4611 414/2450 [====>.........................] - ETA: 10:23 - loss: 1326.6587 - logits_profile_predictions_loss: 1294.4733 - logcount_predictions_loss: 0.4611 415/2450 [====>.........................] - ETA: 10:22 - loss: 1326.6551 - logits_profile_predictions_loss: 1294.4699 - logcount_predictions_loss: 0.4611 416/2450 [====>.........................] - ETA: 10:22 - loss: 1326.6523 - logits_profile_predictions_loss: 1294.4672 - logcount_predictions_loss: 0.4611 417/2450 [====>.........................] - ETA: 10:22 - loss: 1326.6487 - logits_profile_predictions_loss: 1294.4637 - 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logcount_predictions_loss: 0.4360 2445/2450 [============================>.] - ETA: 1s - loss: 1319.1842 - logits_profile_predictions_loss: 1288.7520 - logcount_predictions_loss: 0.4360 2446/2450 [============================>.] - ETA: 1s - loss: 1319.1801 - logits_profile_predictions_loss: 1288.7486 - logcount_predictions_loss: 0.4360 2447/2450 [============================>.] - ETA: 0s - loss: 1319.1760 - logits_profile_predictions_loss: 1288.7452 - logcount_predictions_loss: 0.4360 2448/2450 [============================>.] - ETA: 0s - loss: 1319.1720 - logits_profile_predictions_loss: 1288.7418 - logcount_predictions_loss: 0.4360 2449/2450 [============================>.] - ETA: 0s - loss: 1319.1679 - logits_profile_predictions_loss: 1288.7384 - logcount_predictions_loss: 0.4360 2450/2450 [==============================] - ETA: 0s - loss: 1319.1638 - logits_profile_predictions_loss: 1288.7350 - logcount_predictions_loss: 0.4360 2450/2450 [==============================] - 782s 319ms/step - loss: 1319.1597 - logits_profile_predictions_loss: 1288.7316 - logcount_predictions_loss: 0.4359 - val_loss: 1284.8682 - val_logits_profile_predictions_loss: 1261.9342 - val_logcount_predictions_loss: 0.3286 Epoch 00002: val_loss improved from 1321.22974 to 1284.86816, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR275ICP//chrombpnet_model_feb15_fold_4/chrombpnet.h5 Epoch 3/50 1/2450 [..............................] - ETA: 13:00 - loss: 1352.6896 - logits_profile_predictions_loss: 1321.6016 - logcount_predictions_loss: 0.4454 2/2450 [..............................] - ETA: 12:24 - loss: 1327.0842 - logits_profile_predictions_loss: 1292.5750 - logcount_predictions_loss: 0.4944 3/2450 [..............................] - ETA: 12:24 - loss: 1309.9292 - logits_profile_predictions_loss: 1275.9696 - logcount_predictions_loss: 0.4865 4/2450 [..............................] - ETA: 12:24 - loss: 1301.9818 - logits_profile_predictions_loss: 1268.4153 - logcount_predictions_loss: 0.4809 5/2450 [..............................] - ETA: 12:24 - loss: 1298.7611 - logits_profile_predictions_loss: 1265.9735 - logcount_predictions_loss: 0.4697 6/2450 [..............................] - ETA: 12:24 - loss: 1294.2298 - logits_profile_predictions_loss: 1262.0959 - logcount_predictions_loss: 0.4604 7/2450 [..............................] - ETA: 12:24 - loss: 1290.7196 - logits_profile_predictions_loss: 1258.4507 - logcount_predictions_loss: 0.4623 8/2450 [..............................] - ETA: 12:24 - loss: 1288.1538 - logits_profile_predictions_loss: 1255.8267 - logcount_predictions_loss: 0.4631 9/2450 [..............................] - ETA: 12:24 - loss: 1286.7695 - logits_profile_predictions_loss: 1254.4876 - logcount_predictions_loss: 0.4625 10/2450 [..............................] - ETA: 12:23 - loss: 1284.3790 - logits_profile_predictions_loss: 1252.1454 - logcount_predictions_loss: 0.4618 11/2450 [..............................] - ETA: 12:26 - loss: 1281.8097 - logits_profile_predictions_loss: 1249.5892 - logcount_predictions_loss: 0.4616 12/2450 [..............................] - ETA: 12:25 - loss: 1280.2551 - logits_profile_predictions_loss: 1248.1304 - logcount_predictions_loss: 0.4602 13/2450 [..............................] - ETA: 12:25 - loss: 1279.4059 - logits_profile_predictions_loss: 1247.3475 - logcount_predictions_loss: 0.4593 14/2450 [..............................] - ETA: 12:24 - loss: 1279.7000 - logits_profile_predictions_loss: 1247.6870 - logcount_predictions_loss: 0.4586 15/2450 [..............................] - ETA: 12:24 - loss: 1280.1234 - logits_profile_predictions_loss: 1248.1653 - logcount_predictions_loss: 0.4579 16/2450 [..............................] - ETA: 12:24 - loss: 1280.5566 - logits_profile_predictions_loss: 1248.6634 - logcount_predictions_loss: 0.4569 17/2450 [..............................] - ETA: 12:23 - loss: 1280.9653 - logits_profile_predictions_loss: 1249.1414 - logcount_predictions_loss: 0.4559 18/2450 [..............................] - ETA: 12:23 - loss: 1281.2730 - logits_profile_predictions_loss: 1249.5106 - logcount_predictions_loss: 0.4550 19/2450 [..............................] - ETA: 12:23 - loss: 1281.5691 - logits_profile_predictions_loss: 1249.8812 - logcount_predictions_loss: 0.4540 20/2450 [..............................] - ETA: 12:22 - loss: 1281.7071 - logits_profile_predictions_loss: 1250.0918 - logcount_predictions_loss: 0.4529 21/2450 [..............................] - ETA: 12:22 - loss: 1282.2734 - logits_profile_predictions_loss: 1250.7353 - logcount_predictions_loss: 0.4518 22/2450 [..............................] - ETA: 12:21 - loss: 1282.8490 - logits_profile_predictions_loss: 1251.3920 - logcount_predictions_loss: 0.4507 23/2450 [..............................] - ETA: 12:21 - loss: 1283.8203 - logits_profile_predictions_loss: 1252.4261 - logcount_predictions_loss: 0.4498 24/2450 [..............................] - ETA: 12:21 - loss: 1284.9224 - logits_profile_predictions_loss: 1253.5886 - logcount_predictions_loss: 0.4489 25/2450 [..............................] - ETA: 12:20 - loss: 1285.6906 - logits_profile_predictions_loss: 1254.4013 - logcount_predictions_loss: 0.4483 26/2450 [..............................] - ETA: 12:20 - loss: 1286.8509 - logits_profile_predictions_loss: 1255.6169 - logcount_predictions_loss: 0.4475 27/2450 [..............................] - ETA: 12:20 - loss: 1288.1986 - logits_profile_predictions_loss: 1257.0310 - logcount_predictions_loss: 0.4465 28/2450 [..............................] - ETA: 12:20 - loss: 1289.3234 - logits_profile_predictions_loss: 1258.2356 - logcount_predictions_loss: 0.4454 29/2450 [..............................] - ETA: 12:19 - loss: 1290.1067 - logits_profile_predictions_loss: 1259.0997 - logcount_predictions_loss: 0.4442 30/2450 [..............................] - ETA: 12:19 - loss: 1290.8406 - logits_profile_predictions_loss: 1259.9116 - logcount_predictions_loss: 0.4431 31/2450 [..............................] - ETA: 12:19 - loss: 1291.6291 - logits_profile_predictions_loss: 1260.7719 - logcount_predictions_loss: 0.4421 32/2450 [..............................] - ETA: 12:18 - loss: 1292.3381 - logits_profile_predictions_loss: 1261.5525 - logcount_predictions_loss: 0.4411 33/2450 [..............................] - ETA: 12:18 - loss: 1292.8893 - logits_profile_predictions_loss: 1262.1798 - logcount_predictions_loss: 0.4400 34/2450 [..............................] - ETA: 12:18 - loss: 1293.3743 - logits_profile_predictions_loss: 1262.7443 - logcount_predictions_loss: 0.4388 35/2450 [..............................] - ETA: 12:17 - loss: 1293.7389 - logits_profile_predictions_loss: 1263.1872 - logcount_predictions_loss: 0.4377 36/2450 [..............................] - ETA: 12:17 - loss: 1294.0261 - logits_profile_predictions_loss: 1263.5544 - logcount_predictions_loss: 0.4366 37/2450 [..............................] - ETA: 12:17 - loss: 1294.2800 - logits_profile_predictions_loss: 1263.8866 - logcount_predictions_loss: 0.4354 38/2450 [..............................] - ETA: 12:16 - loss: 1294.5715 - logits_profile_predictions_loss: 1264.2529 - logcount_predictions_loss: 0.4344 39/2450 [..............................] - ETA: 12:16 - loss: 1294.8228 - logits_profile_predictions_loss: 1264.5800 - logcount_predictions_loss: 0.4333 40/2450 [..............................] - ETA: 12:16 - loss: 1294.9525 - logits_profile_predictions_loss: 1264.7775 - logcount_predictions_loss: 0.4323 41/2450 [..............................] - ETA: 12:16 - loss: 1295.1253 - logits_profile_predictions_loss: 1265.0150 - logcount_predictions_loss: 0.4314 42/2450 [..............................] - ETA: 12:15 - loss: 1295.3485 - logits_profile_predictions_loss: 1265.3047 - logcount_predictions_loss: 0.4304 43/2450 [..............................] - ETA: 12:15 - loss: 1295.6347 - logits_profile_predictions_loss: 1265.6501 - 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logcount_predictions_loss: 0.4202 57/2450 [..............................] - ETA: 12:11 - loss: 1298.6212 - logits_profile_predictions_loss: 1269.3349 - logcount_predictions_loss: 0.4196 58/2450 [..............................] - ETA: 12:10 - loss: 1298.8551 - logits_profile_predictions_loss: 1269.6087 - logcount_predictions_loss: 0.4190 59/2450 [..............................] - ETA: 12:10 - loss: 1299.0677 - logits_profile_predictions_loss: 1269.8586 - logcount_predictions_loss: 0.4185 60/2450 [..............................] - ETA: 12:10 - loss: 1299.2446 - logits_profile_predictions_loss: 1270.0727 - logcount_predictions_loss: 0.4179 61/2450 [..............................] - ETA: 12:10 - loss: 1299.3701 - logits_profile_predictions_loss: 1270.2371 - logcount_predictions_loss: 0.4174 62/2450 [..............................] - ETA: 12:09 - loss: 1299.4861 - logits_profile_predictions_loss: 1270.3904 - logcount_predictions_loss: 0.4168 63/2450 [..............................] - ETA: 12:09 - loss: 1299.5940 - logits_profile_predictions_loss: 1270.5366 - logcount_predictions_loss: 0.4163 64/2450 [..............................] - ETA: 12:09 - loss: 1299.6786 - logits_profile_predictions_loss: 1270.6596 - logcount_predictions_loss: 0.4157 65/2450 [..............................] - ETA: 12:08 - loss: 1299.7555 - logits_profile_predictions_loss: 1270.7759 - logcount_predictions_loss: 0.4152 66/2450 [..............................] - ETA: 12:08 - loss: 1299.8024 - logits_profile_predictions_loss: 1270.8625 - logcount_predictions_loss: 0.4146 67/2450 [..............................] - ETA: 12:08 - loss: 1299.8350 - logits_profile_predictions_loss: 1270.9342 - logcount_predictions_loss: 0.4141 68/2450 [..............................] - ETA: 12:07 - loss: 1299.8447 - logits_profile_predictions_loss: 1270.9819 - logcount_predictions_loss: 0.4135 69/2450 [..............................] - ETA: 12:07 - loss: 1299.8221 - logits_profile_predictions_loss: 1270.9962 - 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12:05 - loss: 1299.4249 - logits_profile_predictions_loss: 1270.8508 - logcount_predictions_loss: 0.4094 77/2450 [..............................] - ETA: 12:05 - loss: 1299.3312 - logits_profile_predictions_loss: 1270.7910 - logcount_predictions_loss: 0.4089 78/2450 [..............................] - ETA: 12:04 - loss: 1299.2541 - logits_profile_predictions_loss: 1270.7453 - logcount_predictions_loss: 0.4084 79/2450 [..............................] - ETA: 12:04 - loss: 1299.1939 - logits_profile_predictions_loss: 1270.7162 - logcount_predictions_loss: 0.4080 80/2450 [..............................] - ETA: 12:04 - loss: 1299.1313 - logits_profile_predictions_loss: 1270.6845 - logcount_predictions_loss: 0.4075 81/2450 [..............................] - ETA: 12:04 - loss: 1299.0698 - logits_profile_predictions_loss: 1270.6528 - logcount_predictions_loss: 0.4071 82/2450 [>.............................] - ETA: 12:03 - loss: 1299.0075 - logits_profile_predictions_loss: 1270.6202 - logcount_predictions_loss: 0.4067 83/2450 [>.............................] - ETA: 12:03 - loss: 1298.9557 - logits_profile_predictions_loss: 1270.5956 - logcount_predictions_loss: 0.4063 84/2450 [>.............................] - ETA: 12:03 - loss: 1298.8809 - logits_profile_predictions_loss: 1270.5477 - logcount_predictions_loss: 0.4059 85/2450 [>.............................] - ETA: 12:02 - loss: 1298.8127 - logits_profile_predictions_loss: 1270.5055 - logcount_predictions_loss: 0.4055 86/2450 [>.............................] - ETA: 12:02 - loss: 1298.7662 - logits_profile_predictions_loss: 1270.4844 - logcount_predictions_loss: 0.4052 87/2450 [>.............................] - ETA: 12:02 - loss: 1298.7289 - logits_profile_predictions_loss: 1270.4714 - logcount_predictions_loss: 0.4048 88/2450 [>.............................] - ETA: 12:01 - loss: 1298.6803 - logits_profile_predictions_loss: 1270.4475 - logcount_predictions_loss: 0.4045 89/2450 [>.............................] - ETA: 12:01 - loss: 1298.6295 - logits_profile_predictions_loss: 1270.4221 - logcount_predictions_loss: 0.4041 90/2450 [>.............................] - ETA: 12:01 - loss: 1298.5856 - logits_profile_predictions_loss: 1270.4031 - logcount_predictions_loss: 0.4038 91/2450 [>.............................] - ETA: 12:01 - loss: 1298.5497 - logits_profile_predictions_loss: 1270.3929 - logcount_predictions_loss: 0.4034 92/2450 [>.............................] - ETA: 12:00 - loss: 1298.5119 - logits_profile_predictions_loss: 1270.3808 - logcount_predictions_loss: 0.4030 93/2450 [>.............................] - ETA: 12:00 - loss: 1298.4784 - logits_profile_predictions_loss: 1270.3721 - logcount_predictions_loss: 0.4027 94/2450 [>.............................] - ETA: 12:00 - loss: 1298.4622 - logits_profile_predictions_loss: 1270.3809 - logcount_predictions_loss: 0.4023 95/2450 [>.............................] - ETA: 11:59 - loss: 1298.4354 - logits_profile_predictions_loss: 1270.3788 - 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ETA: 11:57 - loss: 1298.2025 - logits_profile_predictions_loss: 1270.3170 - logcount_predictions_loss: 0.3995 103/2450 [>.............................] - ETA: 11:57 - loss: 1298.1726 - logits_profile_predictions_loss: 1270.3113 - logcount_predictions_loss: 0.3992 104/2450 [>.............................] - ETA: 11:57 - loss: 1298.1387 - logits_profile_predictions_loss: 1270.3014 - logcount_predictions_loss: 0.3988 105/2450 [>.............................] - ETA: 11:56 - loss: 1298.1114 - logits_profile_predictions_loss: 1270.2977 - logcount_predictions_loss: 0.3985 106/2450 [>.............................] - ETA: 11:56 - loss: 1298.0799 - logits_profile_predictions_loss: 1270.2900 - logcount_predictions_loss: 0.3981 107/2450 [>.............................] - ETA: 11:56 - loss: 1298.0499 - logits_profile_predictions_loss: 1270.2838 - logcount_predictions_loss: 0.3978 108/2450 [>.............................] - ETA: 11:55 - loss: 1298.0213 - logits_profile_predictions_loss: 1270.2786 - 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logcount_predictions_loss: 0.3709 2399/2450 [============================>.] - ETA: 15s - loss: 1281.2614 - logits_profile_predictions_loss: 1255.3748 - logcount_predictions_loss: 0.3709 2400/2450 [============================>.] - ETA: 15s - loss: 1281.2603 - logits_profile_predictions_loss: 1255.3740 - logcount_predictions_loss: 0.3709 2401/2450 [============================>.] - ETA: 15s - loss: 1281.2592 - logits_profile_predictions_loss: 1255.3732 - logcount_predictions_loss: 0.3709 2402/2450 [============================>.] - ETA: 14s - loss: 1281.2582 - logits_profile_predictions_loss: 1255.3724 - logcount_predictions_loss: 0.3709 2403/2450 [============================>.] - ETA: 14s - loss: 1281.2571 - logits_profile_predictions_loss: 1255.3716 - logcount_predictions_loss: 0.3709 2404/2450 [============================>.] - ETA: 14s - loss: 1281.2560 - logits_profile_predictions_loss: 1255.3708 - logcount_predictions_loss: 0.3709 2405/2450 [============================>.] - 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logcount_predictions_loss: 0.3708 2412/2450 [============================>.] - ETA: 11s - loss: 1281.2471 - logits_profile_predictions_loss: 1255.3643 - logcount_predictions_loss: 0.3708 2413/2450 [============================>.] - ETA: 11s - loss: 1281.2460 - logits_profile_predictions_loss: 1255.3635 - logcount_predictions_loss: 0.3708 2414/2450 [============================>.] - ETA: 11s - loss: 1281.2450 - logits_profile_predictions_loss: 1255.3627 - logcount_predictions_loss: 0.3708 2415/2450 [============================>.] - ETA: 10s - loss: 1281.2439 - logits_profile_predictions_loss: 1255.3619 - logcount_predictions_loss: 0.3708 2416/2450 [============================>.] - ETA: 10s - loss: 1281.2428 - logits_profile_predictions_loss: 1255.3611 - logcount_predictions_loss: 0.3708 2417/2450 [============================>.] - ETA: 10s - loss: 1281.2416 - logits_profile_predictions_loss: 1255.3603 - logcount_predictions_loss: 0.3708 2418/2450 [============================>.] - ETA: 9s - loss: 1281.2405 - logits_profile_predictions_loss: 1255.3595 - logcount_predictions_loss: 0.3708  2419/2450 [============================>.] - ETA: 9s - loss: 1281.2394 - logits_profile_predictions_loss: 1255.3587 - logcount_predictions_loss: 0.3708 2420/2450 [============================>.] - ETA: 9s - loss: 1281.2383 - logits_profile_predictions_loss: 1255.3579 - logcount_predictions_loss: 0.3708 2421/2450 [============================>.] - ETA: 8s - loss: 1281.2372 - logits_profile_predictions_loss: 1255.3570 - logcount_predictions_loss: 0.3708 2422/2450 [============================>.] - ETA: 8s - loss: 1281.2361 - logits_profile_predictions_loss: 1255.3562 - logcount_predictions_loss: 0.3708 2423/2450 [============================>.] - ETA: 8s - loss: 1281.2350 - logits_profile_predictions_loss: 1255.3554 - logcount_predictions_loss: 0.3708 2424/2450 [============================>.] - ETA: 7s - loss: 1281.2339 - logits_profile_predictions_loss: 1255.3546 - logcount_predictions_loss: 0.3708 2425/2450 [============================>.] - ETA: 7s - loss: 1281.2327 - logits_profile_predictions_loss: 1255.3537 - logcount_predictions_loss: 0.3708 2426/2450 [============================>.] - ETA: 7s - loss: 1281.2316 - logits_profile_predictions_loss: 1255.3529 - logcount_predictions_loss: 0.3708 2427/2450 [============================>.] - ETA: 7s - loss: 1281.2305 - logits_profile_predictions_loss: 1255.3520 - logcount_predictions_loss: 0.3708 2428/2450 [============================>.] - ETA: 6s - loss: 1281.2293 - logits_profile_predictions_loss: 1255.3511 - logcount_predictions_loss: 0.3708 2429/2450 [============================>.] - ETA: 6s - loss: 1281.2281 - logits_profile_predictions_loss: 1255.3503 - logcount_predictions_loss: 0.3708 2430/2450 [============================>.] - ETA: 6s - loss: 1281.2270 - logits_profile_predictions_loss: 1255.3494 - logcount_predictions_loss: 0.3708 2431/2450 [============================>.] - ETA: 5s - loss: 1281.2258 - logits_profile_predictions_loss: 1255.3485 - logcount_predictions_loss: 0.3707 2432/2450 [============================>.] - ETA: 5s - loss: 1281.2247 - logits_profile_predictions_loss: 1255.3477 - logcount_predictions_loss: 0.3707 2433/2450 [============================>.] - ETA: 5s - loss: 1281.2236 - logits_profile_predictions_loss: 1255.3469 - logcount_predictions_loss: 0.3707 2434/2450 [============================>.] - ETA: 4s - loss: 1281.2225 - logits_profile_predictions_loss: 1255.3461 - logcount_predictions_loss: 0.3707 2435/2450 [============================>.] - ETA: 4s - loss: 1281.2214 - logits_profile_predictions_loss: 1255.3453 - logcount_predictions_loss: 0.3707 2436/2450 [============================>.] - ETA: 4s - loss: 1281.2203 - logits_profile_predictions_loss: 1255.3445 - logcount_predictions_loss: 0.3707 2437/2450 [============================>.] - ETA: 3s - loss: 1281.2192 - logits_profile_predictions_loss: 1255.3437 - logcount_predictions_loss: 0.3707 2438/2450 [============================>.] - ETA: 3s - loss: 1281.2181 - logits_profile_predictions_loss: 1255.3428 - logcount_predictions_loss: 0.3707 2439/2450 [============================>.] - ETA: 3s - loss: 1281.2170 - logits_profile_predictions_loss: 1255.3420 - logcount_predictions_loss: 0.3707 2440/2450 [============================>.] - ETA: 3s - loss: 1281.2159 - logits_profile_predictions_loss: 1255.3411 - logcount_predictions_loss: 0.3707 2441/2450 [============================>.] - ETA: 2s - loss: 1281.2148 - logits_profile_predictions_loss: 1255.3403 - logcount_predictions_loss: 0.3707 2442/2450 [============================>.] - ETA: 2s - loss: 1281.2136 - logits_profile_predictions_loss: 1255.3395 - logcount_predictions_loss: 0.3707 2443/2450 [============================>.] - ETA: 2s - loss: 1281.2125 - logits_profile_predictions_loss: 1255.3386 - logcount_predictions_loss: 0.3707 2444/2450 [============================>.] - ETA: 1s - loss: 1281.2114 - logits_profile_predictions_loss: 1255.3378 - logcount_predictions_loss: 0.3707 2445/2450 [============================>.] - ETA: 1s - loss: 1281.2102 - logits_profile_predictions_loss: 1255.3369 - logcount_predictions_loss: 0.3707 2446/2450 [============================>.] - ETA: 1s - loss: 1281.2090 - logits_profile_predictions_loss: 1255.3360 - logcount_predictions_loss: 0.3707 2447/2450 [============================>.] - ETA: 0s - loss: 1281.2079 - logits_profile_predictions_loss: 1255.3352 - logcount_predictions_loss: 0.3707 2448/2450 [============================>.] - ETA: 0s - loss: 1281.2067 - logits_profile_predictions_loss: 1255.3343 - logcount_predictions_loss: 0.3707 2449/2450 [============================>.] - ETA: 0s - loss: 1281.2056 - logits_profile_predictions_loss: 1255.3334 - logcount_predictions_loss: 0.3707 2450/2450 [==============================] - ETA: 0s - loss: 1281.2045 - logits_profile_predictions_loss: 1255.3326 - logcount_predictions_loss: 0.3707 2450/2450 [==============================] - 782s 319ms/step - loss: 1281.2033 - logits_profile_predictions_loss: 1255.3317 - logcount_predictions_loss: 0.3707 - val_loss: 1278.4470 - val_logits_profile_predictions_loss: 1253.3973 - val_logcount_predictions_loss: 0.3589 Epoch 00003: val_loss improved from 1284.86816 to 1278.44702, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR275ICP//chrombpnet_model_feb15_fold_4/chrombpnet.h5 Epoch 4/50 1/2450 [..............................] - ETA: 13:05 - loss: 1402.1499 - logits_profile_predictions_loss: 1372.9329 - logcount_predictions_loss: 0.4186 2/2450 [..............................] - ETA: 12:23 - loss: 1418.8020 - logits_profile_predictions_loss: 1391.1139 - logcount_predictions_loss: 0.3967 3/2450 [..............................] - ETA: 12:24 - loss: 1399.4442 - logits_profile_predictions_loss: 1371.4252 - logcount_predictions_loss: 0.4014 4/2450 [..............................] - ETA: 12:24 - loss: 1378.4700 - logits_profile_predictions_loss: 1350.5926 - logcount_predictions_loss: 0.3994 5/2450 [..............................] - ETA: 12:24 - loss: 1370.6725 - logits_profile_predictions_loss: 1343.1245 - logcount_predictions_loss: 0.3947 6/2450 [..............................] - ETA: 12:24 - loss: 1363.1615 - logits_profile_predictions_loss: 1336.0416 - logcount_predictions_loss: 0.3885 7/2450 [..............................] - ETA: 12:24 - loss: 1359.9092 - logits_profile_predictions_loss: 1333.1869 - logcount_predictions_loss: 0.3828 8/2450 [..............................] - ETA: 12:24 - loss: 1358.0760 - logits_profile_predictions_loss: 1331.6086 - logcount_predictions_loss: 0.3792 9/2450 [..............................] - ETA: 12:23 - loss: 1355.3698 - logits_profile_predictions_loss: 1329.1024 - logcount_predictions_loss: 0.3763 10/2450 [..............................] - ETA: 12:23 - loss: 1350.6843 - logits_profile_predictions_loss: 1324.5633 - logcount_predictions_loss: 0.3742 11/2450 [..............................] - ETA: 12:23 - loss: 1345.3181 - logits_profile_predictions_loss: 1319.3407 - logcount_predictions_loss: 0.3722 12/2450 [..............................] - ETA: 12:22 - loss: 1341.6228 - logits_profile_predictions_loss: 1315.7885 - logcount_predictions_loss: 0.3701 13/2450 [..............................] - ETA: 12:22 - loss: 1338.0964 - logits_profile_predictions_loss: 1312.3519 - logcount_predictions_loss: 0.3688 14/2450 [..............................] - ETA: 12:22 - loss: 1334.6123 - logits_profile_predictions_loss: 1308.9534 - logcount_predictions_loss: 0.3676 15/2450 [..............................] - ETA: 12:22 - loss: 1331.4503 - logits_profile_predictions_loss: 1305.8504 - logcount_predictions_loss: 0.3668 16/2450 [..............................] - ETA: 12:21 - loss: 1328.7258 - logits_profile_predictions_loss: 1303.1910 - logcount_predictions_loss: 0.3658 17/2450 [..............................] - ETA: 12:21 - loss: 1326.4166 - logits_profile_predictions_loss: 1300.9608 - logcount_predictions_loss: 0.3647 18/2450 [..............................] - ETA: 12:21 - loss: 1324.4125 - logits_profile_predictions_loss: 1299.0309 - logcount_predictions_loss: 0.3636 19/2450 [..............................] - ETA: 12:20 - loss: 1322.0683 - logits_profile_predictions_loss: 1296.7490 - logcount_predictions_loss: 0.3627 20/2450 [..............................] - ETA: 12:20 - loss: 1319.9363 - logits_profile_predictions_loss: 1294.6697 - logcount_predictions_loss: 0.3620 21/2450 [..............................] - ETA: 12:20 - loss: 1317.9810 - logits_profile_predictions_loss: 1292.7690 - logcount_predictions_loss: 0.3612 22/2450 [..............................] - ETA: 12:20 - loss: 1316.3614 - logits_profile_predictions_loss: 1291.2055 - logcount_predictions_loss: 0.3604 23/2450 [..............................] - ETA: 12:19 - loss: 1314.7850 - logits_profile_predictions_loss: 1289.6928 - logcount_predictions_loss: 0.3595 24/2450 [..............................] - ETA: 12:19 - loss: 1313.2341 - logits_profile_predictions_loss: 1288.2109 - logcount_predictions_loss: 0.3585 25/2450 [..............................] - ETA: 12:19 - loss: 1311.9212 - logits_profile_predictions_loss: 1286.9662 - logcount_predictions_loss: 0.3575 26/2450 [..............................] - ETA: 12:18 - loss: 1310.7314 - logits_profile_predictions_loss: 1285.8333 - logcount_predictions_loss: 0.3567 27/2450 [..............................] - ETA: 12:18 - loss: 1309.8948 - logits_profile_predictions_loss: 1285.0543 - logcount_predictions_loss: 0.3559 28/2450 [..............................] - ETA: 12:18 - loss: 1309.2098 - logits_profile_predictions_loss: 1284.4250 - logcount_predictions_loss: 0.3551 29/2450 [..............................] - ETA: 12:18 - loss: 1308.4162 - logits_profile_predictions_loss: 1283.6816 - logcount_predictions_loss: 0.3544 30/2450 [..............................] - ETA: 12:17 - loss: 1307.6900 - logits_profile_predictions_loss: 1283.0018 - logcount_predictions_loss: 0.3537 31/2450 [..............................] - ETA: 12:17 - loss: 1307.1217 - logits_profile_predictions_loss: 1282.4809 - logcount_predictions_loss: 0.3530 32/2450 [..............................] - ETA: 12:17 - loss: 1306.6347 - logits_profile_predictions_loss: 1282.0361 - logcount_predictions_loss: 0.3524 33/2450 [..............................] - ETA: 12:16 - loss: 1306.2419 - logits_profile_predictions_loss: 1281.6837 - logcount_predictions_loss: 0.3518 34/2450 [..............................] - ETA: 12:16 - loss: 1305.9641 - logits_profile_predictions_loss: 1281.4447 - logcount_predictions_loss: 0.3513 35/2450 [..............................] - ETA: 12:16 - loss: 1305.5778 - logits_profile_predictions_loss: 1281.0954 - logcount_predictions_loss: 0.3508 36/2450 [..............................] - ETA: 12:15 - loss: 1305.3674 - logits_profile_predictions_loss: 1280.9201 - logcount_predictions_loss: 0.3502 37/2450 [..............................] - ETA: 12:15 - loss: 1305.1388 - logits_profile_predictions_loss: 1280.7257 - logcount_predictions_loss: 0.3498 38/2450 [..............................] - ETA: 12:15 - loss: 1304.9376 - logits_profile_predictions_loss: 1280.5565 - logcount_predictions_loss: 0.3493 39/2450 [..............................] - ETA: 12:15 - loss: 1304.7461 - logits_profile_predictions_loss: 1280.3983 - logcount_predictions_loss: 0.3488 40/2450 [..............................] - ETA: 12:14 - loss: 1304.5642 - logits_profile_predictions_loss: 1280.2450 - logcount_predictions_loss: 0.3484 41/2450 [..............................] - ETA: 12:14 - loss: 1304.2533 - logits_profile_predictions_loss: 1279.9604 - logcount_predictions_loss: 0.3480 42/2450 [..............................] - ETA: 12:14 - loss: 1303.9534 - logits_profile_predictions_loss: 1279.6894 - logcount_predictions_loss: 0.3476 43/2450 [..............................] - ETA: 12:13 - loss: 1303.6417 - logits_profile_predictions_loss: 1279.4077 - logcount_predictions_loss: 0.3472 44/2450 [..............................] - ETA: 12:13 - loss: 1303.3515 - logits_profile_predictions_loss: 1279.1460 - logcount_predictions_loss: 0.3468 45/2450 [..............................] - ETA: 12:13 - loss: 1303.0686 - logits_profile_predictions_loss: 1278.8907 - logcount_predictions_loss: 0.3464 46/2450 [..............................] - ETA: 12:13 - loss: 1302.7818 - logits_profile_predictions_loss: 1278.6346 - logcount_predictions_loss: 0.3460 47/2450 [..............................] - ETA: 12:12 - loss: 1302.6378 - logits_profile_predictions_loss: 1278.5185 - logcount_predictions_loss: 0.3456 48/2450 [..............................] - ETA: 12:12 - loss: 1302.4712 - logits_profile_predictions_loss: 1278.3804 - logcount_predictions_loss: 0.3451 49/2450 [..............................] - ETA: 12:12 - loss: 1302.3148 - logits_profile_predictions_loss: 1278.2541 - logcount_predictions_loss: 0.3447 50/2450 [..............................] - ETA: 12:11 - loss: 1302.1869 - logits_profile_predictions_loss: 1278.1533 - logcount_predictions_loss: 0.3443 51/2450 [..............................] - ETA: 12:11 - loss: 1302.0000 - logits_profile_predictions_loss: 1277.9890 - logcount_predictions_loss: 0.3440 52/2450 [..............................] - ETA: 12:11 - loss: 1301.8011 - logits_profile_predictions_loss: 1277.8126 - logcount_predictions_loss: 0.3437 53/2450 [..............................] - ETA: 12:11 - loss: 1301.6239 - logits_profile_predictions_loss: 1277.6579 - logcount_predictions_loss: 0.3434 54/2450 [..............................] - ETA: 12:10 - loss: 1301.4254 - logits_profile_predictions_loss: 1277.4812 - logcount_predictions_loss: 0.3430 55/2450 [..............................] - ETA: 12:10 - loss: 1301.2161 - logits_profile_predictions_loss: 1277.2916 - logcount_predictions_loss: 0.3428 56/2450 [..............................] - ETA: 12:10 - loss: 1301.0348 - logits_profile_predictions_loss: 1277.1319 - logcount_predictions_loss: 0.3425 57/2450 [..............................] - ETA: 12:09 - loss: 1300.8840 - logits_profile_predictions_loss: 1277.0008 - logcount_predictions_loss: 0.3422 58/2450 [..............................] - ETA: 12:09 - loss: 1300.7540 - logits_profile_predictions_loss: 1276.8906 - logcount_predictions_loss: 0.3419 59/2450 [..............................] - ETA: 12:09 - loss: 1300.5848 - logits_profile_predictions_loss: 1276.7417 - logcount_predictions_loss: 0.3416 60/2450 [..............................] - ETA: 12:09 - loss: 1300.4472 - logits_profile_predictions_loss: 1276.6233 - logcount_predictions_loss: 0.3413 61/2450 [..............................] - ETA: 12:08 - loss: 1300.2970 - logits_profile_predictions_loss: 1276.4923 - logcount_predictions_loss: 0.3410 62/2450 [..............................] - ETA: 12:08 - loss: 1300.1133 - logits_profile_predictions_loss: 1276.3284 - 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1274.1910 - logits_profile_predictions_loss: 1250.8068 - logcount_predictions_loss: 0.3350 456/2450 [====>.........................] - ETA: 10:11 - loss: 1274.1750 - logits_profile_predictions_loss: 1250.7905 - logcount_predictions_loss: 0.3350 457/2450 [====>.........................] - ETA: 10:10 - loss: 1274.1599 - logits_profile_predictions_loss: 1250.7751 - logcount_predictions_loss: 0.3350 458/2450 [====>.........................] - ETA: 10:10 - loss: 1274.1446 - logits_profile_predictions_loss: 1250.7596 - logcount_predictions_loss: 0.3350 459/2450 [====>.........................] - ETA: 10:10 - loss: 1274.1303 - logits_profile_predictions_loss: 1250.7450 - logcount_predictions_loss: 0.3350 460/2450 [====>.........................] - ETA: 10:09 - loss: 1274.1161 - logits_profile_predictions_loss: 1250.7306 - logcount_predictions_loss: 0.3350 461/2450 [====>.........................] - ETA: 10:09 - loss: 1274.1024 - logits_profile_predictions_loss: 1250.7166 - logcount_predictions_loss: 0.3350 462/2450 [====>.........................] - ETA: 10:09 - loss: 1274.0876 - logits_profile_predictions_loss: 1250.7015 - logcount_predictions_loss: 0.3350 463/2450 [====>.........................] - ETA: 10:08 - loss: 1274.0726 - logits_profile_predictions_loss: 1250.6862 - logcount_predictions_loss: 0.3350 464/2450 [====>.........................] - ETA: 10:08 - loss: 1274.0568 - logits_profile_predictions_loss: 1250.6702 - logcount_predictions_loss: 0.3351 465/2450 [====>.........................] - ETA: 10:08 - loss: 1274.0411 - logits_profile_predictions_loss: 1250.6543 - logcount_predictions_loss: 0.3351 466/2450 [====>.........................] - ETA: 10:07 - loss: 1274.0252 - logits_profile_predictions_loss: 1250.6381 - logcount_predictions_loss: 0.3351 467/2450 [====>.........................] - ETA: 10:07 - loss: 1274.0100 - logits_profile_predictions_loss: 1250.6228 - logcount_predictions_loss: 0.3351 468/2450 [====>.........................] 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logcount_predictions_loss: 0.3325 2444/2450 [============================>.] - ETA: 1s - loss: 1265.6166 - logits_profile_predictions_loss: 1242.4091 - logcount_predictions_loss: 0.3325 2445/2450 [============================>.] - ETA: 1s - loss: 1265.6150 - logits_profile_predictions_loss: 1242.4076 - logcount_predictions_loss: 0.3325 2446/2450 [============================>.] - ETA: 1s - loss: 1265.6135 - logits_profile_predictions_loss: 1242.4062 - logcount_predictions_loss: 0.3325 2447/2450 [============================>.] - ETA: 0s - loss: 1265.6120 - logits_profile_predictions_loss: 1242.4048 - logcount_predictions_loss: 0.3325 2448/2450 [============================>.] - ETA: 0s - loss: 1265.6105 - logits_profile_predictions_loss: 1242.4034 - logcount_predictions_loss: 0.3325 2449/2450 [============================>.] - ETA: 0s - loss: 1265.6090 - logits_profile_predictions_loss: 1242.4020 - logcount_predictions_loss: 0.3325 2450/2450 [==============================] - ETA: 0s - loss: 1265.6074 - logits_profile_predictions_loss: 1242.4006 - logcount_predictions_loss: 0.3325 2450/2450 [==============================] - 781s 319ms/step - loss: 1265.6059 - logits_profile_predictions_loss: 1242.3992 - logcount_predictions_loss: 0.3325 - val_loss: 1267.7032 - val_logits_profile_predictions_loss: 1245.3832 - val_logcount_predictions_loss: 0.3198 Epoch 00004: val_loss improved from 1278.44702 to 1267.70325, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR275ICP//chrombpnet_model_feb15_fold_4/chrombpnet.h5 Epoch 5/50 1/2450 [..............................] - ETA: 12:47 - loss: 1103.0546 - logits_profile_predictions_loss: 1083.5970 - logcount_predictions_loss: 0.2788 2/2450 [..............................] - ETA: 12:22 - loss: 1125.5230 - logits_profile_predictions_loss: 1106.5086 - logcount_predictions_loss: 0.2724 3/2450 [..............................] - ETA: 12:22 - loss: 1151.7280 - logits_profile_predictions_loss: 1132.3879 - 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- loss: 1219.6195 - logits_profile_predictions_loss: 1200.1098 - logcount_predictions_loss: 0.2795 11/2450 [..............................] - ETA: 12:22 - loss: 1221.4217 - logits_profile_predictions_loss: 1201.8591 - logcount_predictions_loss: 0.2803 12/2450 [..............................] - ETA: 12:22 - loss: 1221.5794 - logits_profile_predictions_loss: 1201.9268 - logcount_predictions_loss: 0.2816 13/2450 [..............................] - ETA: 12:22 - loss: 1221.7152 - logits_profile_predictions_loss: 1202.0256 - logcount_predictions_loss: 0.2821 14/2450 [..............................] - ETA: 12:21 - loss: 1222.0162 - logits_profile_predictions_loss: 1202.2075 - logcount_predictions_loss: 0.2838 15/2450 [..............................] - ETA: 12:21 - loss: 1222.7137 - logits_profile_predictions_loss: 1202.8024 - logcount_predictions_loss: 0.2853 16/2450 [..............................] - ETA: 12:21 - loss: 1222.9828 - logits_profile_predictions_loss: 1202.9843 - 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1245.7379 - logits_profile_predictions_loss: 1224.7479 - logcount_predictions_loss: 0.3007 327/2450 [===>..........................] - ETA: 10:49 - loss: 1245.7459 - logits_profile_predictions_loss: 1224.7541 - logcount_predictions_loss: 0.3007 328/2450 [===>..........................] - ETA: 10:49 - loss: 1245.7534 - logits_profile_predictions_loss: 1224.7601 - logcount_predictions_loss: 0.3008 329/2450 [===>..........................] - ETA: 10:49 - loss: 1245.7607 - logits_profile_predictions_loss: 1224.7657 - logcount_predictions_loss: 0.3008 330/2450 [===>..........................] - ETA: 10:48 - loss: 1245.7686 - logits_profile_predictions_loss: 1224.7719 - logcount_predictions_loss: 0.3008 331/2450 [===>..........................] - ETA: 10:48 - loss: 1245.7764 - logits_profile_predictions_loss: 1224.7781 - logcount_predictions_loss: 0.3008 332/2450 [===>..........................] - ETA: 10:48 - loss: 1245.7852 - logits_profile_predictions_loss: 1224.7852 - 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[===>..........................] - ETA: 10:42 - loss: 1245.9707 - logits_profile_predictions_loss: 1224.9393 - logcount_predictions_loss: 0.3013 353/2450 [===>..........................] - ETA: 10:41 - loss: 1245.9791 - logits_profile_predictions_loss: 1224.9462 - logcount_predictions_loss: 0.3013 354/2450 [===>..........................] - ETA: 10:41 - loss: 1245.9883 - logits_profile_predictions_loss: 1224.9538 - logcount_predictions_loss: 0.3014 355/2450 [===>..........................] - ETA: 10:41 - loss: 1245.9978 - logits_profile_predictions_loss: 1224.9618 - logcount_predictions_loss: 0.3014 356/2450 [===>..........................] - ETA: 10:40 - loss: 1246.0078 - logits_profile_predictions_loss: 1224.9703 - logcount_predictions_loss: 0.3014 357/2450 [===>..........................] - ETA: 10:40 - loss: 1246.0182 - logits_profile_predictions_loss: 1224.9792 - logcount_predictions_loss: 0.3014 358/2450 [===>..........................] - ETA: 10:40 - loss: 1246.0282 - 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- ETA: 10:32 - loss: 1246.3516 - logits_profile_predictions_loss: 1225.2735 - logcount_predictions_loss: 0.3020 385/2450 [===>..........................] - ETA: 10:32 - loss: 1246.3632 - logits_profile_predictions_loss: 1225.2838 - logcount_predictions_loss: 0.3020 386/2450 [===>..........................] - ETA: 10:31 - loss: 1246.3751 - logits_profile_predictions_loss: 1225.2944 - logcount_predictions_loss: 0.3020 387/2450 [===>..........................] - ETA: 10:31 - loss: 1246.3861 - logits_profile_predictions_loss: 1225.3042 - logcount_predictions_loss: 0.3020 388/2450 [===>..........................] - ETA: 10:31 - loss: 1246.3976 - logits_profile_predictions_loss: 1225.3144 - logcount_predictions_loss: 0.3020 389/2450 [===>..........................] - ETA: 10:30 - loss: 1246.4093 - logits_profile_predictions_loss: 1225.3247 - logcount_predictions_loss: 0.3021 390/2450 [===>..........................] - ETA: 10:30 - loss: 1246.4214 - logits_profile_predictions_loss: 1225.3355 - logcount_predictions_loss: 0.3021 391/2450 [===>..........................] - ETA: 10:30 - loss: 1246.4335 - logits_profile_predictions_loss: 1225.3461 - logcount_predictions_loss: 0.3021 392/2450 [===>..........................] - ETA: 10:30 - loss: 1246.4450 - logits_profile_predictions_loss: 1225.3563 - logcount_predictions_loss: 0.3021 393/2450 [===>..........................] - ETA: 10:29 - loss: 1246.4554 - logits_profile_predictions_loss: 1225.3653 - logcount_predictions_loss: 0.3021 394/2450 [===>..........................] - ETA: 10:29 - loss: 1246.4650 - logits_profile_predictions_loss: 1225.3735 - logcount_predictions_loss: 0.3022 395/2450 [===>..........................] - ETA: 10:29 - loss: 1246.4743 - logits_profile_predictions_loss: 1225.3814 - logcount_predictions_loss: 0.3022 396/2450 [===>..........................] - ETA: 10:28 - loss: 1246.4831 - logits_profile_predictions_loss: 1225.3889 - logcount_predictions_loss: 0.3022 397/2450 [===>..........................] - ETA: 10:28 - loss: 1246.4916 - logits_profile_predictions_loss: 1225.3960 - logcount_predictions_loss: 0.3022 398/2450 [===>..........................] - ETA: 10:27 - loss: 1246.5003 - logits_profile_predictions_loss: 1225.4034 - logcount_predictions_loss: 0.3022 399/2450 [===>..........................] - ETA: 10:27 - loss: 1246.5082 - logits_profile_predictions_loss: 1225.4099 - logcount_predictions_loss: 0.3023 400/2450 [===>..........................] - ETA: 10:27 - loss: 1246.5168 - logits_profile_predictions_loss: 1225.4171 - logcount_predictions_loss: 0.3023 401/2450 [===>..........................] - ETA: 10:27 - loss: 1246.5255 - logits_profile_predictions_loss: 1225.4244 - logcount_predictions_loss: 0.3023 402/2450 [===>..........................] - ETA: 10:26 - loss: 1246.5345 - logits_profile_predictions_loss: 1225.4320 - logcount_predictions_loss: 0.3023 403/2450 [===>..........................] - ETA: 10:26 - loss: 1246.5433 - logits_profile_predictions_loss: 1225.4395 - logcount_predictions_loss: 0.3023 404/2450 [===>..........................] - ETA: 10:26 - loss: 1246.5520 - logits_profile_predictions_loss: 1225.4469 - logcount_predictions_loss: 0.3024 405/2450 [===>..........................] - ETA: 10:25 - loss: 1246.5601 - logits_profile_predictions_loss: 1225.4537 - logcount_predictions_loss: 0.3024 406/2450 [===>..........................] - ETA: 10:25 - loss: 1246.5688 - logits_profile_predictions_loss: 1225.4611 - logcount_predictions_loss: 0.3024 407/2450 [===>..........................] - ETA: 10:25 - loss: 1246.5776 - logits_profile_predictions_loss: 1225.4686 - logcount_predictions_loss: 0.3024 408/2450 [===>..........................] - ETA: 10:24 - loss: 1246.5863 - logits_profile_predictions_loss: 1225.4760 - logcount_predictions_loss: 0.3024 409/2450 [====>.........................] - ETA: 10:24 - loss: 1246.5947 - logits_profile_predictions_loss: 1225.4832 - logcount_predictions_loss: 0.3025 410/2450 [====>.........................] - ETA: 10:24 - loss: 1246.6026 - logits_profile_predictions_loss: 1225.4898 - logcount_predictions_loss: 0.3025 411/2450 [====>.........................] - ETA: 10:24 - loss: 1246.6103 - logits_profile_predictions_loss: 1225.4962 - logcount_predictions_loss: 0.3025 412/2450 [====>.........................] - ETA: 10:23 - loss: 1246.6184 - logits_profile_predictions_loss: 1225.5031 - logcount_predictions_loss: 0.3025 413/2450 [====>.........................] - ETA: 10:23 - loss: 1246.6265 - logits_profile_predictions_loss: 1225.5098 - logcount_predictions_loss: 0.3025 414/2450 [====>.........................] - ETA: 10:23 - loss: 1246.6347 - logits_profile_predictions_loss: 1225.5165 - logcount_predictions_loss: 0.3025 415/2450 [====>.........................] - ETA: 10:22 - loss: 1246.6428 - logits_profile_predictions_loss: 1225.5232 - logcount_predictions_loss: 0.3026 416/2450 [====>.........................] - ETA: 10:22 - loss: 1246.6516 - logits_profile_predictions_loss: 1225.5307 - logcount_predictions_loss: 0.3026 417/2450 [====>.........................] - ETA: 10:22 - loss: 1246.6616 - logits_profile_predictions_loss: 1225.5393 - logcount_predictions_loss: 0.3026 418/2450 [====>.........................] - ETA: 10:21 - loss: 1246.6714 - logits_profile_predictions_loss: 1225.5477 - logcount_predictions_loss: 0.3026 419/2450 [====>.........................] - ETA: 10:21 - loss: 1246.6807 - logits_profile_predictions_loss: 1225.5556 - logcount_predictions_loss: 0.3026 420/2450 [====>.........................] - ETA: 10:21 - loss: 1246.6902 - logits_profile_predictions_loss: 1225.5637 - logcount_predictions_loss: 0.3027 421/2450 [====>.........................] - ETA: 10:20 - loss: 1246.6991 - logits_profile_predictions_loss: 1225.5712 - logcount_predictions_loss: 0.3027 422/2450 [====>.........................] - ETA: 10:20 - loss: 1246.7078 - logits_profile_predictions_loss: 1225.5784 - 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logcount_predictions_loss: 0.3090 2437/2450 [============================>.] - ETA: 3s - loss: 1249.5777 - logits_profile_predictions_loss: 1228.0073 - logcount_predictions_loss: 0.3090 2438/2450 [============================>.] - ETA: 3s - loss: 1249.5780 - logits_profile_predictions_loss: 1228.0076 - logcount_predictions_loss: 0.3090 2439/2450 [============================>.] - ETA: 3s - loss: 1249.5782 - logits_profile_predictions_loss: 1228.0079 - logcount_predictions_loss: 0.3090 2440/2450 [============================>.] - ETA: 3s - loss: 1249.5785 - logits_profile_predictions_loss: 1228.0082 - logcount_predictions_loss: 0.3090 2441/2450 [============================>.] - ETA: 2s - loss: 1249.5787 - logits_profile_predictions_loss: 1228.0085 - logcount_predictions_loss: 0.3090 2442/2450 [============================>.] - ETA: 2s - loss: 1249.5789 - logits_profile_predictions_loss: 1228.0088 - logcount_predictions_loss: 0.3090 2443/2450 [============================>.] - ETA: 2s - loss: 1249.5791 - logits_profile_predictions_loss: 1228.0091 - logcount_predictions_loss: 0.3090 2444/2450 [============================>.] - ETA: 1s - loss: 1249.5793 - logits_profile_predictions_loss: 1228.0093 - logcount_predictions_loss: 0.3090 2445/2450 [============================>.] - ETA: 1s - loss: 1249.5796 - logits_profile_predictions_loss: 1228.0096 - logcount_predictions_loss: 0.3090 2446/2450 [============================>.] - ETA: 1s - loss: 1249.5798 - logits_profile_predictions_loss: 1228.0099 - logcount_predictions_loss: 0.3090 2447/2450 [============================>.] - ETA: 0s - loss: 1249.5801 - logits_profile_predictions_loss: 1228.0103 - logcount_predictions_loss: 0.3090 2448/2450 [============================>.] - ETA: 0s - loss: 1249.5803 - logits_profile_predictions_loss: 1228.0105 - logcount_predictions_loss: 0.3090 2449/2450 [============================>.] - ETA: 0s - loss: 1249.5805 - logits_profile_predictions_loss: 1228.0108 - 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- ETA: 12:23 - loss: 1198.8681 - logits_profile_predictions_loss: 1172.9910 - logcount_predictions_loss: 0.3707 4/2450 [..............................] - ETA: 12:24 - loss: 1200.2859 - logits_profile_predictions_loss: 1174.1283 - logcount_predictions_loss: 0.3748 5/2450 [..............................] - ETA: 12:24 - loss: 1198.2695 - logits_profile_predictions_loss: 1172.1854 - logcount_predictions_loss: 0.3737 6/2450 [..............................] - ETA: 12:23 - loss: 1200.4924 - logits_profile_predictions_loss: 1174.5398 - logcount_predictions_loss: 0.3718 7/2450 [..............................] - ETA: 12:23 - loss: 1204.5543 - logits_profile_predictions_loss: 1178.8245 - logcount_predictions_loss: 0.3686 8/2450 [..............................] - ETA: 12:23 - loss: 1208.1307 - logits_profile_predictions_loss: 1182.6823 - logcount_predictions_loss: 0.3646 9/2450 [..............................] - ETA: 12:23 - loss: 1209.9861 - logits_profile_predictions_loss: 1184.8292 - logcount_predictions_loss: 0.3604 10/2450 [..............................] - ETA: 12:22 - loss: 1211.5075 - logits_profile_predictions_loss: 1186.5914 - logcount_predictions_loss: 0.3570 11/2450 [..............................] - ETA: 12:22 - loss: 1211.9356 - logits_profile_predictions_loss: 1187.2856 - logcount_predictions_loss: 0.3532 12/2450 [..............................] - ETA: 12:22 - loss: 1212.4244 - logits_profile_predictions_loss: 1187.9858 - logcount_predictions_loss: 0.3501 13/2450 [..............................] - ETA: 12:21 - loss: 1213.0815 - logits_profile_predictions_loss: 1188.8533 - logcount_predictions_loss: 0.3471 14/2450 [..............................] - ETA: 12:21 - loss: 1213.3623 - logits_profile_predictions_loss: 1189.3455 - logcount_predictions_loss: 0.3441 15/2450 [..............................] - ETA: 12:21 - loss: 1213.6009 - logits_profile_predictions_loss: 1189.7675 - logcount_predictions_loss: 0.3415 16/2450 [..............................] - ETA: 12:21 - loss: 1214.0137 - logits_profile_predictions_loss: 1190.3640 - logcount_predictions_loss: 0.3388 17/2450 [..............................] - ETA: 12:20 - loss: 1214.6058 - logits_profile_predictions_loss: 1191.1242 - logcount_predictions_loss: 0.3364 18/2450 [..............................] - ETA: 12:20 - loss: 1215.4692 - logits_profile_predictions_loss: 1192.1433 - logcount_predictions_loss: 0.3342 19/2450 [..............................] - ETA: 12:20 - loss: 1216.3941 - logits_profile_predictions_loss: 1193.2118 - logcount_predictions_loss: 0.3321 20/2450 [..............................] - ETA: 12:19 - loss: 1217.0911 - logits_profile_predictions_loss: 1194.0516 - logcount_predictions_loss: 0.3301 21/2450 [..............................] - ETA: 12:19 - loss: 1217.8432 - logits_profile_predictions_loss: 1194.9430 - logcount_predictions_loss: 0.3281 22/2450 [..............................] - ETA: 12:19 - loss: 1218.8920 - logits_profile_predictions_loss: 1196.1135 - logcount_predictions_loss: 0.3263 23/2450 [..............................] - ETA: 12:19 - loss: 1219.5908 - logits_profile_predictions_loss: 1196.9258 - logcount_predictions_loss: 0.3247 24/2450 [..............................] - ETA: 12:18 - loss: 1220.3630 - logits_profile_predictions_loss: 1197.8068 - logcount_predictions_loss: 0.3232 25/2450 [..............................] - ETA: 12:18 - loss: 1221.3009 - logits_profile_predictions_loss: 1198.8436 - logcount_predictions_loss: 0.3217 26/2450 [..............................] - ETA: 12:18 - loss: 1222.0238 - logits_profile_predictions_loss: 1199.6611 - logcount_predictions_loss: 0.3204 27/2450 [..............................] - ETA: 12:18 - loss: 1222.7774 - logits_profile_predictions_loss: 1200.4974 - logcount_predictions_loss: 0.3192 28/2450 [..............................] - ETA: 12:17 - loss: 1223.5412 - logits_profile_predictions_loss: 1201.3205 - logcount_predictions_loss: 0.3183 29/2450 [..............................] - ETA: 12:17 - loss: 1224.0646 - logits_profile_predictions_loss: 1201.9007 - logcount_predictions_loss: 0.3175 30/2450 [..............................] - ETA: 12:17 - loss: 1224.7198 - logits_profile_predictions_loss: 1202.6116 - logcount_predictions_loss: 0.3167 31/2450 [..............................] - ETA: 12:16 - loss: 1225.3945 - logits_profile_predictions_loss: 1203.3422 - logcount_predictions_loss: 0.3159 32/2450 [..............................] - ETA: 12:16 - loss: 1225.9137 - logits_profile_predictions_loss: 1203.9186 - logcount_predictions_loss: 0.3151 33/2450 [..............................] - ETA: 12:16 - loss: 1226.2815 - logits_profile_predictions_loss: 1204.3432 - logcount_predictions_loss: 0.3143 34/2450 [..............................] - ETA: 12:16 - loss: 1226.6866 - logits_profile_predictions_loss: 1204.8025 - logcount_predictions_loss: 0.3135 35/2450 [..............................] - ETA: 12:15 - loss: 1226.9926 - logits_profile_predictions_loss: 1205.1614 - logcount_predictions_loss: 0.3128 36/2450 [..............................] - ETA: 12:15 - loss: 1227.3316 - logits_profile_predictions_loss: 1205.5459 - logcount_predictions_loss: 0.3121 37/2450 [..............................] - ETA: 12:15 - loss: 1227.5379 - logits_profile_predictions_loss: 1205.7959 - logcount_predictions_loss: 0.3115 38/2450 [..............................] - ETA: 12:14 - loss: 1227.7481 - logits_profile_predictions_loss: 1206.0481 - logcount_predictions_loss: 0.3109 39/2450 [..............................] - ETA: 12:14 - loss: 1227.9545 - logits_profile_predictions_loss: 1206.2936 - logcount_predictions_loss: 0.3103 40/2450 [..............................] - ETA: 12:14 - loss: 1228.0670 - logits_profile_predictions_loss: 1206.4411 - logcount_predictions_loss: 0.3098 41/2450 [..............................] - ETA: 12:14 - loss: 1228.2137 - logits_profile_predictions_loss: 1206.6237 - logcount_predictions_loss: 0.3093 42/2450 [..............................] - ETA: 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logcount_predictions_loss: 0.3062 49/2450 [..............................] - ETA: 12:11 - loss: 1229.1330 - logits_profile_predictions_loss: 1207.7870 - logcount_predictions_loss: 0.3058 50/2450 [..............................] - ETA: 12:11 - loss: 1229.1967 - logits_profile_predictions_loss: 1207.8770 - logcount_predictions_loss: 0.3054 51/2450 [..............................] - ETA: 12:11 - loss: 1229.2612 - logits_profile_predictions_loss: 1207.9659 - logcount_predictions_loss: 0.3051 52/2450 [..............................] - ETA: 12:10 - loss: 1229.3063 - logits_profile_predictions_loss: 1208.0311 - logcount_predictions_loss: 0.3048 53/2450 [..............................] - ETA: 12:10 - loss: 1229.3014 - logits_profile_predictions_loss: 1208.0488 - logcount_predictions_loss: 0.3045 54/2450 [..............................] - ETA: 12:10 - loss: 1229.3293 - logits_profile_predictions_loss: 1208.0949 - logcount_predictions_loss: 0.3042 55/2450 [..............................] - ETA: 12:10 - loss: 1229.3615 - logits_profile_predictions_loss: 1208.1442 - logcount_predictions_loss: 0.3040 56/2450 [..............................] - ETA: 12:09 - loss: 1229.4221 - logits_profile_predictions_loss: 1208.2230 - logcount_predictions_loss: 0.3037 57/2450 [..............................] - ETA: 12:09 - loss: 1229.4951 - logits_profile_predictions_loss: 1208.3146 - logcount_predictions_loss: 0.3034 58/2450 [..............................] - ETA: 12:09 - loss: 1229.6072 - logits_profile_predictions_loss: 1208.4453 - logcount_predictions_loss: 0.3032 59/2450 [..............................] - ETA: 12:08 - loss: 1229.7200 - logits_profile_predictions_loss: 1208.5747 - logcount_predictions_loss: 0.3029 60/2450 [..............................] - ETA: 12:08 - loss: 1229.7748 - logits_profile_predictions_loss: 1208.6461 - logcount_predictions_loss: 0.3027 61/2450 [..............................] - ETA: 12:08 - loss: 1229.8101 - logits_profile_predictions_loss: 1208.6977 - 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logcount_predictions_loss: 0.3004 75/2450 [..............................] - ETA: 12:04 - loss: 1230.7367 - logits_profile_predictions_loss: 1209.7760 - logcount_predictions_loss: 0.3003 76/2450 [..............................] - ETA: 12:03 - loss: 1230.7683 - logits_profile_predictions_loss: 1209.8160 - logcount_predictions_loss: 0.3002 77/2450 [..............................] - ETA: 12:03 - loss: 1230.8026 - logits_profile_predictions_loss: 1209.8586 - logcount_predictions_loss: 0.3001 78/2450 [..............................] - ETA: 12:03 - loss: 1230.8299 - logits_profile_predictions_loss: 1209.8940 - logcount_predictions_loss: 0.2999 79/2450 [..............................] - ETA: 12:03 - loss: 1230.8596 - logits_profile_predictions_loss: 1209.9323 - logcount_predictions_loss: 0.2998 80/2450 [..............................] - ETA: 12:02 - loss: 1230.8703 - logits_profile_predictions_loss: 1209.9514 - logcount_predictions_loss: 0.2997 81/2450 [..............................] - ETA: 12:02 - loss: 1230.8633 - logits_profile_predictions_loss: 1209.9541 - logcount_predictions_loss: 0.2996 82/2450 [>.............................] - ETA: 12:02 - loss: 1230.8618 - logits_profile_predictions_loss: 1209.9610 - logcount_predictions_loss: 0.2994 83/2450 [>.............................] - ETA: 12:01 - loss: 1230.8692 - logits_profile_predictions_loss: 1209.9772 - logcount_predictions_loss: 0.2993 84/2450 [>.............................] - ETA: 12:01 - loss: 1230.8681 - logits_profile_predictions_loss: 1209.9851 - logcount_predictions_loss: 0.2992 85/2450 [>.............................] - ETA: 12:01 - loss: 1230.8650 - logits_profile_predictions_loss: 1209.9905 - logcount_predictions_loss: 0.2991 86/2450 [>.............................] - ETA: 12:00 - loss: 1230.8629 - logits_profile_predictions_loss: 1209.9964 - logcount_predictions_loss: 0.2989 87/2450 [>.............................] - ETA: 12:00 - loss: 1230.8714 - logits_profile_predictions_loss: 1210.0113 - 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[====>.........................] - ETA: 10:03 - loss: 1237.7873 - logits_profile_predictions_loss: 1217.4587 - logcount_predictions_loss: 0.2912 481/2450 [====>.........................] - ETA: 10:02 - loss: 1237.7880 - logits_profile_predictions_loss: 1217.4588 - logcount_predictions_loss: 0.2912 482/2450 [====>.........................] - ETA: 10:02 - loss: 1237.7882 - logits_profile_predictions_loss: 1217.4584 - logcount_predictions_loss: 0.2913 483/2450 [====>.........................] - ETA: 10:02 - loss: 1237.7881 - logits_profile_predictions_loss: 1217.4576 - logcount_predictions_loss: 0.2913 484/2450 [====>.........................] - ETA: 10:01 - loss: 1237.7880 - logits_profile_predictions_loss: 1217.4569 - logcount_predictions_loss: 0.2913 485/2450 [====>.........................] - ETA: 10:01 - loss: 1237.7881 - logits_profile_predictions_loss: 1217.4564 - logcount_predictions_loss: 0.2913 486/2450 [====>.........................] - ETA: 10:01 - loss: 1237.7881 - 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logcount_predictions_loss: 0.2918 2404/2450 [============================>.] - ETA: 14s - loss: 1239.0731 - logits_profile_predictions_loss: 1218.7032 - logcount_predictions_loss: 0.2918 2405/2450 [============================>.] - ETA: 13s - loss: 1239.0739 - logits_profile_predictions_loss: 1218.7040 - logcount_predictions_loss: 0.2918 2406/2450 [============================>.] - ETA: 13s - loss: 1239.0747 - logits_profile_predictions_loss: 1218.7048 - logcount_predictions_loss: 0.2918 2407/2450 [============================>.] - ETA: 13s - loss: 1239.0756 - logits_profile_predictions_loss: 1218.7056 - logcount_predictions_loss: 0.2918 2408/2450 [============================>.] - ETA: 12s - loss: 1239.0764 - logits_profile_predictions_loss: 1218.7065 - logcount_predictions_loss: 0.2918 2409/2450 [============================>.] - ETA: 12s - loss: 1239.0772 - logits_profile_predictions_loss: 1218.7073 - logcount_predictions_loss: 0.2918 2410/2450 [============================>.] - 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- loss: 1239.0885 - logits_profile_predictions_loss: 1218.7184 - logcount_predictions_loss: 0.2918 2424/2450 [============================>.] - ETA: 7s - loss: 1239.0893 - logits_profile_predictions_loss: 1218.7192 - logcount_predictions_loss: 0.2918 2425/2450 [============================>.] - ETA: 7s - loss: 1239.0901 - logits_profile_predictions_loss: 1218.7200 - logcount_predictions_loss: 0.2918 2426/2450 [============================>.] - ETA: 7s - loss: 1239.0910 - logits_profile_predictions_loss: 1218.7208 - logcount_predictions_loss: 0.2918 2427/2450 [============================>.] - ETA: 7s - loss: 1239.0918 - logits_profile_predictions_loss: 1218.7216 - logcount_predictions_loss: 0.2918 2428/2450 [============================>.] - ETA: 6s - loss: 1239.0926 - logits_profile_predictions_loss: 1218.7224 - logcount_predictions_loss: 0.2918 2429/2450 [============================>.] - ETA: 6s - loss: 1239.0934 - logits_profile_predictions_loss: 1218.7232 - 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logcount_predictions_loss: 0.2918 2443/2450 [============================>.] - ETA: 2s - loss: 1239.1045 - logits_profile_predictions_loss: 1218.7340 - logcount_predictions_loss: 0.2918 2444/2450 [============================>.] - ETA: 1s - loss: 1239.1053 - logits_profile_predictions_loss: 1218.7348 - logcount_predictions_loss: 0.2918 2445/2450 [============================>.] - ETA: 1s - loss: 1239.1062 - logits_profile_predictions_loss: 1218.7356 - logcount_predictions_loss: 0.2918 2446/2450 [============================>.] - ETA: 1s - loss: 1239.1070 - logits_profile_predictions_loss: 1218.7364 - logcount_predictions_loss: 0.2918 2447/2450 [============================>.] - ETA: 0s - loss: 1239.1078 - logits_profile_predictions_loss: 1218.7372 - logcount_predictions_loss: 0.2918 2448/2450 [============================>.] - ETA: 0s - loss: 1239.1087 - logits_profile_predictions_loss: 1218.7380 - logcount_predictions_loss: 0.2918 2449/2450 [============================>.] - ETA: 0s - loss: 1239.1095 - logits_profile_predictions_loss: 1218.7388 - logcount_predictions_loss: 0.2918 2450/2450 [==============================] - ETA: 0s - loss: 1239.1104 - logits_profile_predictions_loss: 1218.7397 - logcount_predictions_loss: 0.2918 2450/2450 [==============================] - 780s 318ms/step - loss: 1239.1113 - logits_profile_predictions_loss: 1218.7406 - logcount_predictions_loss: 0.2918 - val_loss: 1252.8035 - val_logits_profile_predictions_loss: 1230.7987 - val_logcount_predictions_loss: 0.3153 Epoch 00006: val_loss improved from 1262.17041 to 1252.80347, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR275ICP//chrombpnet_model_feb15_fold_4/chrombpnet.h5 Epoch 7/50 1/2450 [..............................] - ETA: 13:03 - loss: 1142.7533 - logits_profile_predictions_loss: 1121.1360 - logcount_predictions_loss: 0.3097 2/2450 [..............................] - ETA: 12:22 - loss: 1133.8965 - logits_profile_predictions_loss: 1111.8701 - logcount_predictions_loss: 0.3156 3/2450 [..............................] - ETA: 12:23 - loss: 1143.0122 - logits_profile_predictions_loss: 1121.3523 - logcount_predictions_loss: 0.3103 4/2450 [..............................] - ETA: 12:23 - loss: 1153.7578 - logits_profile_predictions_loss: 1132.6852 - logcount_predictions_loss: 0.3019 5/2450 [..............................] - ETA: 12:23 - loss: 1165.3211 - logits_profile_predictions_loss: 1144.6940 - logcount_predictions_loss: 0.2955 6/2450 [..............................] - ETA: 12:23 - loss: 1176.6713 - logits_profile_predictions_loss: 1156.3552 - logcount_predictions_loss: 0.2911 7/2450 [..............................] - ETA: 12:23 - loss: 1184.5445 - logits_profile_predictions_loss: 1164.5270 - logcount_predictions_loss: 0.2868 8/2450 [..............................] - ETA: 12:23 - loss: 1194.5939 - logits_profile_predictions_loss: 1174.6344 - logcount_predictions_loss: 0.2860 9/2450 [..............................] - ETA: 12:23 - loss: 1201.9297 - logits_profile_predictions_loss: 1181.9136 - logcount_predictions_loss: 0.2868 10/2450 [..............................] - ETA: 12:22 - loss: 1206.6438 - logits_profile_predictions_loss: 1186.5847 - logcount_predictions_loss: 0.2874 11/2450 [..............................] - ETA: 12:22 - loss: 1209.5572 - logits_profile_predictions_loss: 1189.4141 - logcount_predictions_loss: 0.2886 12/2450 [..............................] - ETA: 12:22 - loss: 1211.4636 - logits_profile_predictions_loss: 1191.1943 - logcount_predictions_loss: 0.2904 13/2450 [..............................] - ETA: 12:21 - loss: 1213.3197 - logits_profile_predictions_loss: 1192.9478 - logcount_predictions_loss: 0.2919 14/2450 [..............................] - ETA: 12:21 - loss: 1215.2968 - logits_profile_predictions_loss: 1194.8674 - logcount_predictions_loss: 0.2927 15/2450 [..............................] - ETA: 12:21 - loss: 1216.4609 - logits_profile_predictions_loss: 1195.9544 - logcount_predictions_loss: 0.2938 16/2450 [..............................] - ETA: 12:21 - loss: 1217.4812 - logits_profile_predictions_loss: 1196.9277 - logcount_predictions_loss: 0.2945 17/2450 [..............................] - ETA: 12:20 - loss: 1217.9852 - logits_profile_predictions_loss: 1197.3621 - logcount_predictions_loss: 0.2955 18/2450 [..............................] - ETA: 12:20 - loss: 1218.5213 - logits_profile_predictions_loss: 1197.8472 - logcount_predictions_loss: 0.2962 19/2450 [..............................] - ETA: 12:20 - loss: 1218.9015 - logits_profile_predictions_loss: 1198.2043 - logcount_predictions_loss: 0.2965 20/2450 [..............................] - ETA: 12:20 - loss: 1219.0502 - logits_profile_predictions_loss: 1198.3506 - logcount_predictions_loss: 0.2966 21/2450 [..............................] - ETA: 12:19 - loss: 1219.3860 - logits_profile_predictions_loss: 1198.6742 - logcount_predictions_loss: 0.2967 22/2450 [..............................] - ETA: 12:19 - loss: 1219.5581 - logits_profile_predictions_loss: 1198.8470 - logcount_predictions_loss: 0.2967 23/2450 [..............................] - ETA: 12:19 - loss: 1219.6016 - logits_profile_predictions_loss: 1198.8881 - logcount_predictions_loss: 0.2968 24/2450 [..............................] - ETA: 12:19 - loss: 1219.5127 - logits_profile_predictions_loss: 1198.8063 - logcount_predictions_loss: 0.2967 25/2450 [..............................] - ETA: 12:18 - loss: 1219.6191 - logits_profile_predictions_loss: 1198.9140 - logcount_predictions_loss: 0.2966 26/2450 [..............................] - ETA: 12:18 - loss: 1219.7172 - logits_profile_predictions_loss: 1199.0133 - logcount_predictions_loss: 0.2966 27/2450 [..............................] - ETA: 12:18 - loss: 1219.7409 - logits_profile_predictions_loss: 1199.0481 - logcount_predictions_loss: 0.2965 28/2450 [..............................] - ETA: 12:17 - loss: 1220.1034 - logits_profile_predictions_loss: 1199.4182 - logcount_predictions_loss: 0.2963 29/2450 [..............................] - ETA: 12:17 - loss: 1220.3493 - logits_profile_predictions_loss: 1199.6704 - logcount_predictions_loss: 0.2963 30/2450 [..............................] - ETA: 12:17 - loss: 1220.5390 - logits_profile_predictions_loss: 1199.8626 - logcount_predictions_loss: 0.2962 31/2450 [..............................] - ETA: 12:17 - loss: 1220.7591 - logits_profile_predictions_loss: 1200.0915 - logcount_predictions_loss: 0.2961 32/2450 [..............................] - ETA: 12:16 - loss: 1220.8868 - logits_profile_predictions_loss: 1200.2334 - logcount_predictions_loss: 0.2959 33/2450 [..............................] - ETA: 12:16 - loss: 1221.0638 - logits_profile_predictions_loss: 1200.4244 - logcount_predictions_loss: 0.2957 34/2450 [..............................] - ETA: 12:16 - loss: 1221.3827 - logits_profile_predictions_loss: 1200.7521 - logcount_predictions_loss: 0.2956 35/2450 [..............................] - ETA: 12:16 - loss: 1221.7424 - logits_profile_predictions_loss: 1201.1161 - logcount_predictions_loss: 0.2955 36/2450 [..............................] - ETA: 12:15 - loss: 1222.1357 - logits_profile_predictions_loss: 1201.5165 - logcount_predictions_loss: 0.2954 37/2450 [..............................] - ETA: 12:15 - loss: 1222.4344 - logits_profile_predictions_loss: 1201.8245 - logcount_predictions_loss: 0.2953 38/2450 [..............................] - ETA: 12:15 - loss: 1222.7098 - logits_profile_predictions_loss: 1202.1124 - logcount_predictions_loss: 0.2951 39/2450 [..............................] - ETA: 12:15 - loss: 1222.9470 - logits_profile_predictions_loss: 1202.3646 - logcount_predictions_loss: 0.2949 40/2450 [..............................] - ETA: 12:14 - loss: 1223.1996 - logits_profile_predictions_loss: 1202.6339 - logcount_predictions_loss: 0.2946 41/2450 [..............................] - ETA: 12:14 - loss: 1223.3785 - logits_profile_predictions_loss: 1202.8294 - logcount_predictions_loss: 0.2944 42/2450 [..............................] - ETA: 12:14 - loss: 1223.6159 - logits_profile_predictions_loss: 1203.0793 - logcount_predictions_loss: 0.2942 43/2450 [..............................] - ETA: 12:13 - loss: 1223.8222 - logits_profile_predictions_loss: 1203.2873 - logcount_predictions_loss: 0.2942 44/2450 [..............................] - ETA: 12:13 - loss: 1224.0616 - logits_profile_predictions_loss: 1203.5303 - logcount_predictions_loss: 0.2941 45/2450 [..............................] - ETA: 12:13 - loss: 1224.3014 - logits_profile_predictions_loss: 1203.7685 - logcount_predictions_loss: 0.2942 46/2450 [..............................] - ETA: 12:12 - loss: 1224.5019 - logits_profile_predictions_loss: 1203.9661 - logcount_predictions_loss: 0.2942 47/2450 [..............................] - ETA: 12:12 - loss: 1224.6516 - logits_profile_predictions_loss: 1204.1149 - logcount_predictions_loss: 0.2942 48/2450 [..............................] - ETA: 12:12 - loss: 1224.7596 - logits_profile_predictions_loss: 1204.2235 - logcount_predictions_loss: 0.2942 49/2450 [..............................] - ETA: 12:12 - loss: 1224.9304 - logits_profile_predictions_loss: 1204.3916 - logcount_predictions_loss: 0.2943 50/2450 [..............................] - ETA: 12:11 - loss: 1225.0439 - logits_profile_predictions_loss: 1204.5055 - logcount_predictions_loss: 0.2942 51/2450 [..............................] - ETA: 12:11 - loss: 1225.1978 - logits_profile_predictions_loss: 1204.6618 - logcount_predictions_loss: 0.2942 52/2450 [..............................] - ETA: 12:11 - loss: 1225.3098 - logits_profile_predictions_loss: 1204.7780 - logcount_predictions_loss: 0.2942 53/2450 [..............................] - ETA: 12:10 - loss: 1225.3963 - logits_profile_predictions_loss: 1204.8698 - logcount_predictions_loss: 0.2941 54/2450 [..............................] - ETA: 12:10 - loss: 1225.4957 - logits_profile_predictions_loss: 1204.9759 - 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[==>...........................] - ETA: 10:55 - loss: 1230.9105 - logits_profile_predictions_loss: 1210.9506 - logcount_predictions_loss: 0.2860 307/2450 [==>...........................] - ETA: 10:54 - loss: 1230.9043 - logits_profile_predictions_loss: 1210.9443 - logcount_predictions_loss: 0.2860 308/2450 [==>...........................] - ETA: 10:54 - loss: 1230.8978 - logits_profile_predictions_loss: 1210.9377 - logcount_predictions_loss: 0.2860 309/2450 [==>...........................] - ETA: 10:54 - loss: 1230.8897 - logits_profile_predictions_loss: 1210.9296 - logcount_predictions_loss: 0.2860 310/2450 [==>...........................] - ETA: 10:53 - loss: 1230.8825 - logits_profile_predictions_loss: 1210.9223 - logcount_predictions_loss: 0.2860 311/2450 [==>...........................] - ETA: 10:53 - loss: 1230.8767 - logits_profile_predictions_loss: 1210.9164 - logcount_predictions_loss: 0.2860 312/2450 [==>...........................] - ETA: 10:53 - loss: 1230.8706 - 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- logcount_predictions_loss: 0.2858 390/2450 [===>..........................] - ETA: 10:29 - loss: 1231.0746 - logits_profile_predictions_loss: 1211.1240 - logcount_predictions_loss: 0.2858 391/2450 [===>..........................] - ETA: 10:29 - loss: 1231.0794 - logits_profile_predictions_loss: 1211.1290 - logcount_predictions_loss: 0.2858 392/2450 [===>..........................] - ETA: 10:29 - loss: 1231.0839 - logits_profile_predictions_loss: 1211.1338 - logcount_predictions_loss: 0.2858 393/2450 [===>..........................] - ETA: 10:28 - loss: 1231.0877 - logits_profile_predictions_loss: 1211.1379 - logcount_predictions_loss: 0.2858 394/2450 [===>..........................] - ETA: 10:28 - loss: 1231.0906 - logits_profile_predictions_loss: 1211.1411 - logcount_predictions_loss: 0.2858 395/2450 [===>..........................] - ETA: 10:28 - loss: 1231.0949 - logits_profile_predictions_loss: 1211.1456 - logcount_predictions_loss: 0.2858 396/2450 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logits_profile_predictions_loss: 1211.1830 - logcount_predictions_loss: 0.2858 403/2450 [===>..........................] - ETA: 10:25 - loss: 1231.1347 - logits_profile_predictions_loss: 1211.1877 - logcount_predictions_loss: 0.2858 404/2450 [===>..........................] - ETA: 10:25 - loss: 1231.1396 - logits_profile_predictions_loss: 1211.1928 - logcount_predictions_loss: 0.2858 405/2450 [===>..........................] - ETA: 10:25 - loss: 1231.1448 - logits_profile_predictions_loss: 1211.1982 - logcount_predictions_loss: 0.2858 406/2450 [===>..........................] - ETA: 10:24 - loss: 1231.1505 - logits_profile_predictions_loss: 1211.2041 - logcount_predictions_loss: 0.2858 407/2450 [===>..........................] - ETA: 10:24 - loss: 1231.1555 - logits_profile_predictions_loss: 1211.2094 - logcount_predictions_loss: 0.2858 408/2450 [===>..........................] - ETA: 10:24 - loss: 1231.1613 - logits_profile_predictions_loss: 1211.2153 - logcount_predictions_loss: 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1231.2000 - logits_profile_predictions_loss: 1211.2554 - logcount_predictions_loss: 0.2857 416/2450 [====>.........................] - ETA: 10:21 - loss: 1231.2055 - logits_profile_predictions_loss: 1211.2612 - logcount_predictions_loss: 0.2857 417/2450 [====>.........................] - ETA: 10:21 - loss: 1231.2105 - logits_profile_predictions_loss: 1211.2665 - logcount_predictions_loss: 0.2857 418/2450 [====>.........................] - ETA: 10:21 - loss: 1231.2149 - logits_profile_predictions_loss: 1211.2712 - logcount_predictions_loss: 0.2857 419/2450 [====>.........................] - ETA: 10:20 - loss: 1231.2202 - logits_profile_predictions_loss: 1211.2767 - logcount_predictions_loss: 0.2857 420/2450 [====>.........................] - ETA: 10:20 - loss: 1231.2255 - logits_profile_predictions_loss: 1211.2823 - logcount_predictions_loss: 0.2857 421/2450 [====>.........................] - ETA: 10:20 - loss: 1231.2307 - logits_profile_predictions_loss: 1211.2878 - logcount_predictions_loss: 0.2857 422/2450 [====>.........................] - ETA: 10:20 - loss: 1231.2364 - logits_profile_predictions_loss: 1211.2937 - logcount_predictions_loss: 0.2857 423/2450 [====>.........................] - ETA: 10:19 - loss: 1231.2425 - logits_profile_predictions_loss: 1211.3001 - logcount_predictions_loss: 0.2857 424/2450 [====>.........................] - ETA: 10:19 - loss: 1231.2483 - logits_profile_predictions_loss: 1211.3063 - logcount_predictions_loss: 0.2857 425/2450 [====>.........................] - ETA: 10:19 - loss: 1231.2533 - logits_profile_predictions_loss: 1211.3115 - logcount_predictions_loss: 0.2857 426/2450 [====>.........................] - ETA: 10:18 - loss: 1231.2582 - logits_profile_predictions_loss: 1211.3167 - logcount_predictions_loss: 0.2857 427/2450 [====>.........................] - ETA: 10:18 - loss: 1231.2638 - logits_profile_predictions_loss: 1211.3227 - logcount_predictions_loss: 0.2857 428/2450 [====>.........................] - ETA: 10:18 - loss: 1231.2699 - logits_profile_predictions_loss: 1211.3292 - logcount_predictions_loss: 0.2857 429/2450 [====>.........................] - ETA: 10:17 - loss: 1231.2771 - logits_profile_predictions_loss: 1211.3367 - logcount_predictions_loss: 0.2857 430/2450 [====>.........................] - ETA: 10:17 - loss: 1231.2847 - logits_profile_predictions_loss: 1211.3447 - logcount_predictions_loss: 0.2857 431/2450 [====>.........................] - ETA: 10:17 - loss: 1231.2921 - logits_profile_predictions_loss: 1211.3525 - logcount_predictions_loss: 0.2857 432/2450 [====>.........................] - ETA: 10:16 - loss: 1231.2989 - logits_profile_predictions_loss: 1211.3597 - logcount_predictions_loss: 0.2857 433/2450 [====>.........................] - ETA: 10:16 - loss: 1231.3052 - logits_profile_predictions_loss: 1211.3663 - logcount_predictions_loss: 0.2857 434/2450 [====>.........................] - ETA: 10:16 - loss: 1231.3119 - logits_profile_predictions_loss: 1211.3733 - logcount_predictions_loss: 0.2857 435/2450 [====>.........................] - ETA: 10:16 - loss: 1231.3179 - logits_profile_predictions_loss: 1211.3796 - logcount_predictions_loss: 0.2857 436/2450 [====>.........................] - ETA: 10:15 - loss: 1231.3240 - logits_profile_predictions_loss: 1211.3860 - logcount_predictions_loss: 0.2856 437/2450 [====>.........................] - ETA: 10:15 - loss: 1231.3301 - logits_profile_predictions_loss: 1211.3925 - logcount_predictions_loss: 0.2856 438/2450 [====>.........................] - ETA: 10:15 - loss: 1231.3358 - logits_profile_predictions_loss: 1211.3984 - logcount_predictions_loss: 0.2856 439/2450 [====>.........................] - ETA: 10:14 - loss: 1231.3417 - logits_profile_predictions_loss: 1211.4047 - logcount_predictions_loss: 0.2856 440/2450 [====>.........................] - ETA: 10:14 - loss: 1231.3478 - logits_profile_predictions_loss: 1211.4111 - logcount_predictions_loss: 0.2856 441/2450 [====>.........................] - ETA: 10:14 - loss: 1231.3536 - logits_profile_predictions_loss: 1211.4172 - logcount_predictions_loss: 0.2856 442/2450 [====>.........................] - ETA: 10:13 - loss: 1231.3596 - logits_profile_predictions_loss: 1211.4235 - logcount_predictions_loss: 0.2856 443/2450 [====>.........................] - ETA: 10:13 - loss: 1231.3661 - logits_profile_predictions_loss: 1211.4301 - logcount_predictions_loss: 0.2856 444/2450 [====>.........................] - ETA: 10:13 - loss: 1231.3724 - logits_profile_predictions_loss: 1211.4367 - logcount_predictions_loss: 0.2856 445/2450 [====>.........................] - ETA: 10:13 - loss: 1231.3786 - logits_profile_predictions_loss: 1211.4431 - logcount_predictions_loss: 0.2856 446/2450 [====>.........................] - ETA: 10:12 - loss: 1231.3847 - logits_profile_predictions_loss: 1211.4494 - logcount_predictions_loss: 0.2856 447/2450 [====>.........................] - ETA: 10:12 - loss: 1231.3913 - logits_profile_predictions_loss: 1211.4562 - logcount_predictions_loss: 0.2856 448/2450 [====>.........................] - ETA: 10:12 - loss: 1231.3967 - logits_profile_predictions_loss: 1211.4619 - logcount_predictions_loss: 0.2856 449/2450 [====>.........................] - ETA: 10:11 - loss: 1231.4009 - logits_profile_predictions_loss: 1211.4664 - logcount_predictions_loss: 0.2856 450/2450 [====>.........................] - ETA: 10:11 - loss: 1231.4053 - logits_profile_predictions_loss: 1211.4710 - logcount_predictions_loss: 0.2856 451/2450 [====>.........................] - ETA: 10:11 - loss: 1231.4102 - logits_profile_predictions_loss: 1211.4762 - logcount_predictions_loss: 0.2856 452/2450 [====>.........................] - ETA: 10:10 - loss: 1231.4145 - logits_profile_predictions_loss: 1211.4808 - logcount_predictions_loss: 0.2856 453/2450 [====>.........................] - ETA: 10:10 - loss: 1231.4191 - logits_profile_predictions_loss: 1211.4857 - logcount_predictions_loss: 0.2856 454/2450 [====>.........................] - ETA: 10:10 - loss: 1231.4253 - logits_profile_predictions_loss: 1211.4921 - logcount_predictions_loss: 0.2856 455/2450 [====>.........................] - ETA: 10:09 - loss: 1231.4303 - logits_profile_predictions_loss: 1211.4974 - logcount_predictions_loss: 0.2856 456/2450 [====>.........................] - ETA: 10:09 - loss: 1231.4356 - logits_profile_predictions_loss: 1211.5031 - logcount_predictions_loss: 0.2856 457/2450 [====>.........................] - ETA: 10:09 - loss: 1231.4415 - logits_profile_predictions_loss: 1211.5094 - logcount_predictions_loss: 0.2856 458/2450 [====>.........................] - ETA: 10:09 - loss: 1231.4472 - logits_profile_predictions_loss: 1211.5153 - logcount_predictions_loss: 0.2856 459/2450 [====>.........................] - ETA: 10:08 - loss: 1231.4526 - logits_profile_predictions_loss: 1211.5210 - logcount_predictions_loss: 0.2856 460/2450 [====>.........................] - ETA: 10:08 - loss: 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logcount_predictions_loss: 0.2845 2436/2450 [============================>.] - ETA: 4s - loss: 1231.9643 - logits_profile_predictions_loss: 1212.1066 - logcount_predictions_loss: 0.2845 2437/2450 [============================>.] - ETA: 3s - loss: 1231.9645 - logits_profile_predictions_loss: 1212.1068 - logcount_predictions_loss: 0.2845 2438/2450 [============================>.] - ETA: 3s - loss: 1231.9647 - logits_profile_predictions_loss: 1212.1070 - logcount_predictions_loss: 0.2845 2439/2450 [============================>.] - ETA: 3s - loss: 1231.9648 - logits_profile_predictions_loss: 1212.1072 - logcount_predictions_loss: 0.2845 2440/2450 [============================>.] - ETA: 3s - loss: 1231.9650 - logits_profile_predictions_loss: 1212.1075 - logcount_predictions_loss: 0.2845 2441/2450 [============================>.] - ETA: 2s - loss: 1231.9652 - logits_profile_predictions_loss: 1212.1077 - logcount_predictions_loss: 0.2845 2442/2450 [============================>.] - ETA: 2s - loss: 1231.9654 - logits_profile_predictions_loss: 1212.1079 - logcount_predictions_loss: 0.2845 2443/2450 [============================>.] - ETA: 2s - loss: 1231.9656 - logits_profile_predictions_loss: 1212.1082 - logcount_predictions_loss: 0.2845 2444/2450 [============================>.] - ETA: 1s - loss: 1231.9658 - logits_profile_predictions_loss: 1212.1084 - logcount_predictions_loss: 0.2845 2445/2450 [============================>.] - ETA: 1s - loss: 1231.9660 - logits_profile_predictions_loss: 1212.1087 - logcount_predictions_loss: 0.2845 2446/2450 [============================>.] - ETA: 1s - loss: 1231.9663 - logits_profile_predictions_loss: 1212.1090 - logcount_predictions_loss: 0.2845 2447/2450 [============================>.] - ETA: 0s - loss: 1231.9665 - logits_profile_predictions_loss: 1212.1093 - logcount_predictions_loss: 0.2845 2448/2450 [============================>.] - ETA: 0s - loss: 1231.9667 - logits_profile_predictions_loss: 1212.1095 - logcount_predictions_loss: 0.2845 2449/2450 [============================>.] - ETA: 0s - loss: 1231.9669 - logits_profile_predictions_loss: 1212.1098 - logcount_predictions_loss: 0.2845 2450/2450 [==============================] - ETA: 0s - loss: 1231.9672 - logits_profile_predictions_loss: 1212.1101 - logcount_predictions_loss: 0.2845 2450/2450 [==============================] - 780s 318ms/step - loss: 1231.9674 - logits_profile_predictions_loss: 1212.1103 - logcount_predictions_loss: 0.2845 - val_loss: 1249.0200 - val_logits_profile_predictions_loss: 1220.9780 - val_logcount_predictions_loss: 0.4017 Epoch 00007: val_loss improved from 1252.80347 to 1249.02002, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR275ICP//chrombpnet_model_feb15_fold_4/chrombpnet.h5 Epoch 8/50 1/2450 [..............................] - ETA: 12:55 - loss: 1220.8392 - logits_profile_predictions_loss: 1187.2158 - logcount_predictions_loss: 0.4817 2/2450 [..............................] - ETA: 12:23 - loss: 1201.5560 - logits_profile_predictions_loss: 1168.9752 - logcount_predictions_loss: 0.4668 3/2450 [..............................] - ETA: 12:22 - loss: 1215.6453 - logits_profile_predictions_loss: 1185.1407 - logcount_predictions_loss: 0.4370 4/2450 [..............................] - ETA: 12:24 - loss: 1226.7646 - logits_profile_predictions_loss: 1197.9095 - logcount_predictions_loss: 0.4134 5/2450 [..............................] - ETA: 12:23 - loss: 1228.4241 - logits_profile_predictions_loss: 1200.2858 - logcount_predictions_loss: 0.4031 6/2450 [..............................] - ETA: 12:23 - loss: 1226.8711 - logits_profile_predictions_loss: 1199.3358 - logcount_predictions_loss: 0.3945 7/2450 [..............................] - ETA: 12:23 - loss: 1227.0303 - logits_profile_predictions_loss: 1200.0835 - logcount_predictions_loss: 0.3861 8/2450 [..............................] - ETA: 12:22 - loss: 1227.3180 - logits_profile_predictions_loss: 1200.8827 - 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logcount_predictions_loss: 0.2816 325/2450 [==>...........................] - ETA: 10:49 - loss: 1233.6420 - logits_profile_predictions_loss: 1213.9859 - logcount_predictions_loss: 0.2816 326/2450 [==>...........................] - ETA: 10:48 - loss: 1233.6256 - logits_profile_predictions_loss: 1213.9720 - logcount_predictions_loss: 0.2816 327/2450 [===>..........................] - ETA: 10:48 - loss: 1233.6110 - logits_profile_predictions_loss: 1213.9598 - logcount_predictions_loss: 0.2815 328/2450 [===>..........................] - ETA: 10:48 - loss: 1233.5958 - logits_profile_predictions_loss: 1213.9471 - logcount_predictions_loss: 0.2815 329/2450 [===>..........................] - ETA: 10:48 - loss: 1233.5810 - logits_profile_predictions_loss: 1213.9346 - logcount_predictions_loss: 0.2815 330/2450 [===>..........................] - ETA: 10:47 - loss: 1233.5662 - logits_profile_predictions_loss: 1213.9222 - logcount_predictions_loss: 0.2814 331/2450 [===>..........................] 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logits_profile_predictions_loss: 1213.6633 - logcount_predictions_loss: 0.2808 351/2450 [===>..........................] - ETA: 10:41 - loss: 1233.2444 - logits_profile_predictions_loss: 1213.6489 - logcount_predictions_loss: 0.2807 352/2450 [===>..........................] - ETA: 10:41 - loss: 1233.2279 - logits_profile_predictions_loss: 1213.6345 - logcount_predictions_loss: 0.2807 353/2450 [===>..........................] - ETA: 10:40 - loss: 1233.2116 - logits_profile_predictions_loss: 1213.6203 - logcount_predictions_loss: 0.2807 354/2450 [===>..........................] - ETA: 10:40 - loss: 1233.1943 - logits_profile_predictions_loss: 1213.6052 - logcount_predictions_loss: 0.2806 355/2450 [===>..........................] - ETA: 10:40 - loss: 1233.1764 - logits_profile_predictions_loss: 1213.5894 - logcount_predictions_loss: 0.2806 356/2450 [===>..........................] - ETA: 10:39 - loss: 1233.1582 - logits_profile_predictions_loss: 1213.5733 - logcount_predictions_loss: 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1233.0342 - logits_profile_predictions_loss: 1213.4642 - logcount_predictions_loss: 0.2804 364/2450 [===>..........................] - ETA: 10:37 - loss: 1233.0177 - logits_profile_predictions_loss: 1213.4498 - logcount_predictions_loss: 0.2803 365/2450 [===>..........................] - ETA: 10:37 - loss: 1233.0023 - logits_profile_predictions_loss: 1213.4365 - logcount_predictions_loss: 0.2803 366/2450 [===>..........................] - ETA: 10:36 - loss: 1232.9864 - logits_profile_predictions_loss: 1213.4228 - logcount_predictions_loss: 0.2803 367/2450 [===>..........................] - ETA: 10:36 - loss: 1232.9716 - logits_profile_predictions_loss: 1213.4102 - logcount_predictions_loss: 0.2802 368/2450 [===>..........................] - ETA: 10:36 - loss: 1232.9556 - logits_profile_predictions_loss: 1213.3963 - logcount_predictions_loss: 0.2802 369/2450 [===>..........................] - ETA: 10:35 - loss: 1232.9399 - logits_profile_predictions_loss: 1213.3828 - 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- logcount_predictions_loss: 0.2798 383/2450 [===>..........................] - ETA: 10:31 - loss: 1232.7195 - logits_profile_predictions_loss: 1213.1917 - logcount_predictions_loss: 0.2798 384/2450 [===>..........................] - ETA: 10:31 - loss: 1232.7031 - logits_profile_predictions_loss: 1213.1774 - logcount_predictions_loss: 0.2797 385/2450 [===>..........................] - ETA: 10:31 - loss: 1232.6859 - logits_profile_predictions_loss: 1213.1622 - logcount_predictions_loss: 0.2797 386/2450 [===>..........................] - ETA: 10:30 - loss: 1232.6697 - logits_profile_predictions_loss: 1213.1479 - logcount_predictions_loss: 0.2797 387/2450 [===>..........................] - ETA: 10:30 - loss: 1232.6536 - logits_profile_predictions_loss: 1213.1338 - logcount_predictions_loss: 0.2796 388/2450 [===>..........................] - ETA: 10:30 - loss: 1232.6375 - logits_profile_predictions_loss: 1213.1197 - logcount_predictions_loss: 0.2796 389/2450 [===>..........................] - ETA: 10:29 - loss: 1232.6211 - logits_profile_predictions_loss: 1213.1052 - logcount_predictions_loss: 0.2796 390/2450 [===>..........................] - ETA: 10:29 - loss: 1232.6043 - logits_profile_predictions_loss: 1213.0903 - logcount_predictions_loss: 0.2796 391/2450 [===>..........................] - ETA: 10:29 - loss: 1232.5881 - logits_profile_predictions_loss: 1213.0759 - logcount_predictions_loss: 0.2795 392/2450 [===>..........................] - ETA: 10:28 - loss: 1232.5718 - logits_profile_predictions_loss: 1213.0615 - logcount_predictions_loss: 0.2795 393/2450 [===>..........................] - ETA: 10:28 - loss: 1232.5566 - logits_profile_predictions_loss: 1213.0481 - logcount_predictions_loss: 0.2795 394/2450 [===>..........................] - ETA: 10:28 - loss: 1232.5415 - logits_profile_predictions_loss: 1213.0348 - logcount_predictions_loss: 0.2795 395/2450 [===>..........................] - ETA: 10:28 - loss: 1232.5263 - logits_profile_predictions_loss: 1213.0214 - logcount_predictions_loss: 0.2794 396/2450 [===>..........................] - ETA: 10:27 - loss: 1232.5121 - logits_profile_predictions_loss: 1213.0089 - logcount_predictions_loss: 0.2794 397/2450 [===>..........................] - ETA: 10:27 - loss: 1232.4968 - logits_profile_predictions_loss: 1212.9953 - logcount_predictions_loss: 0.2794 398/2450 [===>..........................] - ETA: 10:27 - loss: 1232.4807 - logits_profile_predictions_loss: 1212.9809 - logcount_predictions_loss: 0.2794 399/2450 [===>..........................] - ETA: 10:26 - loss: 1232.4650 - logits_profile_predictions_loss: 1212.9668 - logcount_predictions_loss: 0.2793 400/2450 [===>..........................] - ETA: 10:26 - loss: 1232.4500 - logits_profile_predictions_loss: 1212.9535 - logcount_predictions_loss: 0.2793 401/2450 [===>..........................] - ETA: 10:26 - loss: 1232.4352 - logits_profile_predictions_loss: 1212.9403 - logcount_predictions_loss: 0.2793 402/2450 [===>..........................] - ETA: 10:25 - loss: 1232.4215 - logits_profile_predictions_loss: 1212.9283 - logcount_predictions_loss: 0.2793 403/2450 [===>..........................] - ETA: 10:25 - loss: 1232.4087 - logits_profile_predictions_loss: 1212.9172 - logcount_predictions_loss: 0.2792 404/2450 [===>..........................] - ETA: 10:25 - loss: 1232.3968 - logits_profile_predictions_loss: 1212.9069 - logcount_predictions_loss: 0.2792 405/2450 [===>..........................] - ETA: 10:24 - loss: 1232.3857 - logits_profile_predictions_loss: 1212.8974 - logcount_predictions_loss: 0.2792 406/2450 [===>..........................] - ETA: 10:24 - loss: 1232.3752 - logits_profile_predictions_loss: 1212.8885 - logcount_predictions_loss: 0.2792 407/2450 [===>..........................] - ETA: 10:24 - loss: 1232.3651 - logits_profile_predictions_loss: 1212.8801 - logcount_predictions_loss: 0.2792 408/2450 [===>..........................] - ETA: 10:24 - loss: 1232.3549 - logits_profile_predictions_loss: 1212.8715 - logcount_predictions_loss: 0.2791 409/2450 [====>.........................] - ETA: 10:23 - loss: 1232.3450 - logits_profile_predictions_loss: 1212.8632 - logcount_predictions_loss: 0.2791 410/2450 [====>.........................] - ETA: 10:23 - loss: 1232.3352 - logits_profile_predictions_loss: 1212.8549 - logcount_predictions_loss: 0.2791 411/2450 [====>.........................] - ETA: 10:23 - loss: 1232.3251 - logits_profile_predictions_loss: 1212.8464 - logcount_predictions_loss: 0.2791 412/2450 [====>.........................] - ETA: 10:22 - loss: 1232.3146 - logits_profile_predictions_loss: 1212.8375 - logcount_predictions_loss: 0.2790 413/2450 [====>.........................] - ETA: 10:22 - loss: 1232.3041 - logits_profile_predictions_loss: 1212.8286 - logcount_predictions_loss: 0.2790 414/2450 [====>.........................] - ETA: 10:22 - loss: 1232.2937 - logits_profile_predictions_loss: 1212.8198 - logcount_predictions_loss: 0.2790 415/2450 [====>.........................] - ETA: 10:21 - loss: 1232.2822 - logits_profile_predictions_loss: 1212.8098 - logcount_predictions_loss: 0.2790 416/2450 [====>.........................] - ETA: 10:21 - loss: 1232.2706 - logits_profile_predictions_loss: 1212.7998 - logcount_predictions_loss: 0.2789 417/2450 [====>.........................] - ETA: 10:21 - loss: 1232.2596 - logits_profile_predictions_loss: 1212.7903 - logcount_predictions_loss: 0.2789 418/2450 [====>.........................] - ETA: 10:21 - loss: 1232.2479 - logits_profile_predictions_loss: 1212.7803 - logcount_predictions_loss: 0.2789 419/2450 [====>.........................] - ETA: 10:20 - loss: 1232.2370 - logits_profile_predictions_loss: 1212.7710 - logcount_predictions_loss: 0.2789 420/2450 [====>.........................] - ETA: 10:20 - loss: 1232.2263 - logits_profile_predictions_loss: 1212.7619 - logcount_predictions_loss: 0.2789 421/2450 [====>.........................] 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logcount_predictions_loss: 0.2696 2429/2450 [============================>.] - ETA: 6s - loss: 1229.5112 - logits_profile_predictions_loss: 1210.6961 - logcount_predictions_loss: 0.2696 2430/2450 [============================>.] - ETA: 6s - loss: 1229.5111 - logits_profile_predictions_loss: 1210.6960 - logcount_predictions_loss: 0.2696 2431/2450 [============================>.] - ETA: 5s - loss: 1229.5109 - logits_profile_predictions_loss: 1210.6959 - logcount_predictions_loss: 0.2696 2432/2450 [============================>.] - ETA: 5s - loss: 1229.5108 - logits_profile_predictions_loss: 1210.6958 - logcount_predictions_loss: 0.2696 2433/2450 [============================>.] - ETA: 5s - loss: 1229.5107 - logits_profile_predictions_loss: 1210.6957 - logcount_predictions_loss: 0.2696 2434/2450 [============================>.] - ETA: 4s - loss: 1229.5105 - logits_profile_predictions_loss: 1210.6956 - logcount_predictions_loss: 0.2696 2435/2450 [============================>.] - ETA: 4s - loss: 1229.5104 - logits_profile_predictions_loss: 1210.6955 - logcount_predictions_loss: 0.2696 2436/2450 [============================>.] - ETA: 4s - loss: 1229.5102 - logits_profile_predictions_loss: 1210.6954 - logcount_predictions_loss: 0.2696 2437/2450 [============================>.] - ETA: 3s - loss: 1229.5101 - logits_profile_predictions_loss: 1210.6953 - logcount_predictions_loss: 0.2696 2438/2450 [============================>.] - ETA: 3s - loss: 1229.5099 - logits_profile_predictions_loss: 1210.6951 - logcount_predictions_loss: 0.2696 2439/2450 [============================>.] - ETA: 3s - loss: 1229.5098 - logits_profile_predictions_loss: 1210.6950 - logcount_predictions_loss: 0.2696 2440/2450 [============================>.] - ETA: 3s - loss: 1229.5097 - logits_profile_predictions_loss: 1210.6950 - logcount_predictions_loss: 0.2696 2441/2450 [============================>.] - ETA: 2s - loss: 1229.5096 - logits_profile_predictions_loss: 1210.6949 - logcount_predictions_loss: 0.2696 2442/2450 [============================>.] - ETA: 2s - loss: 1229.5095 - logits_profile_predictions_loss: 1210.6948 - logcount_predictions_loss: 0.2696 2443/2450 [============================>.] - ETA: 2s - loss: 1229.5094 - logits_profile_predictions_loss: 1210.6948 - logcount_predictions_loss: 0.2696 2444/2450 [============================>.] - ETA: 1s - loss: 1229.5093 - logits_profile_predictions_loss: 1210.6947 - logcount_predictions_loss: 0.2696 2445/2450 [============================>.] - ETA: 1s - loss: 1229.5092 - logits_profile_predictions_loss: 1210.6946 - logcount_predictions_loss: 0.2696 2446/2450 [============================>.] - ETA: 1s - loss: 1229.5091 - logits_profile_predictions_loss: 1210.6945 - logcount_predictions_loss: 0.2696 2447/2450 [============================>.] - ETA: 0s - loss: 1229.5089 - logits_profile_predictions_loss: 1210.6944 - logcount_predictions_loss: 0.2696 2448/2450 [============================>.] - ETA: 0s - loss: 1229.5088 - logits_profile_predictions_loss: 1210.6944 - logcount_predictions_loss: 0.2696 2449/2450 [============================>.] - ETA: 0s - loss: 1229.5087 - logits_profile_predictions_loss: 1210.6943 - logcount_predictions_loss: 0.2696 2450/2450 [==============================] - ETA: 0s - loss: 1229.5086 - logits_profile_predictions_loss: 1210.6942 - logcount_predictions_loss: 0.2696 2450/2450 [==============================] - 780s 318ms/step - loss: 1229.5085 - logits_profile_predictions_loss: 1210.6941 - logcount_predictions_loss: 0.2696 - val_loss: 1262.1722 - val_logits_profile_predictions_loss: 1235.4756 - val_logcount_predictions_loss: 0.3825 Epoch 00008: val_loss did not improve from 1249.02002 Epoch 9/50 1/2450 [..............................] - ETA: 12:55 - loss: 1376.7277 - logits_profile_predictions_loss: 1359.8353 - logcount_predictions_loss: 0.2420 2/2450 [..............................] - ETA: 12:21 - loss: 1333.5612 - logits_profile_predictions_loss: 1316.5424 - logcount_predictions_loss: 0.2438 3/2450 [..............................] - ETA: 12:22 - loss: 1316.6969 - logits_profile_predictions_loss: 1299.2635 - logcount_predictions_loss: 0.2498 4/2450 [..............................] - ETA: 12:23 - loss: 1294.3867 - logits_profile_predictions_loss: 1276.6306 - logcount_predictions_loss: 0.2544 5/2450 [..............................] - ETA: 12:23 - loss: 1281.0308 - logits_profile_predictions_loss: 1263.0387 - logcount_predictions_loss: 0.2578 6/2450 [..............................] - ETA: 12:22 - loss: 1269.5212 - logits_profile_predictions_loss: 1251.5093 - logcount_predictions_loss: 0.2580 7/2450 [..............................] - ETA: 12:22 - loss: 1261.5790 - logits_profile_predictions_loss: 1243.6082 - logcount_predictions_loss: 0.2575 8/2450 [..............................] - ETA: 12:22 - loss: 1258.0059 - logits_profile_predictions_loss: 1240.0605 - logcount_predictions_loss: 0.2571 9/2450 [..............................] - ETA: 12:22 - loss: 1256.5336 - logits_profile_predictions_loss: 1238.5395 - logcount_predictions_loss: 0.2578 10/2450 [..............................] - ETA: 12:22 - loss: 1253.5257 - logits_profile_predictions_loss: 1235.5301 - logcount_predictions_loss: 0.2578 11/2450 [..............................] - ETA: 12:22 - loss: 1250.0444 - logits_profile_predictions_loss: 1231.9872 - logcount_predictions_loss: 0.2587 12/2450 [..............................] - ETA: 12:21 - loss: 1245.6689 - logits_profile_predictions_loss: 1227.5799 - logcount_predictions_loss: 0.2592 13/2450 [..............................] - ETA: 12:21 - loss: 1241.8378 - logits_profile_predictions_loss: 1223.7402 - logcount_predictions_loss: 0.2593 14/2450 [..............................] - ETA: 12:21 - loss: 1238.6442 - logits_profile_predictions_loss: 1220.5611 - logcount_predictions_loss: 0.2591 15/2450 [..............................] - ETA: 12:21 - loss: 1236.1931 - logits_profile_predictions_loss: 1218.1496 - logcount_predictions_loss: 0.2585 16/2450 [..............................] - ETA: 12:20 - loss: 1234.2112 - logits_profile_predictions_loss: 1216.1803 - logcount_predictions_loss: 0.2583 17/2450 [..............................] - ETA: 12:20 - loss: 1232.1855 - logits_profile_predictions_loss: 1214.1670 - logcount_predictions_loss: 0.2581 18/2450 [..............................] - ETA: 12:20 - loss: 1230.4983 - logits_profile_predictions_loss: 1212.4910 - logcount_predictions_loss: 0.2580 19/2450 [..............................] - ETA: 12:20 - loss: 1228.9328 - logits_profile_predictions_loss: 1210.9488 - logcount_predictions_loss: 0.2576 20/2450 [..............................] - ETA: 12:19 - loss: 1227.9054 - logits_profile_predictions_loss: 1209.9475 - logcount_predictions_loss: 0.2573 21/2450 [..............................] - ETA: 12:19 - loss: 1227.0750 - logits_profile_predictions_loss: 1209.1403 - logcount_predictions_loss: 0.2569 22/2450 [..............................] - ETA: 12:19 - loss: 1226.3083 - logits_profile_predictions_loss: 1208.3985 - logcount_predictions_loss: 0.2566 23/2450 [..............................] - ETA: 12:18 - loss: 1225.4931 - logits_profile_predictions_loss: 1207.5723 - logcount_predictions_loss: 0.2567 24/2450 [..............................] - ETA: 12:18 - loss: 1225.0582 - logits_profile_predictions_loss: 1207.1262 - logcount_predictions_loss: 0.2569 25/2450 [..............................] - ETA: 12:18 - loss: 1224.6132 - logits_profile_predictions_loss: 1206.6717 - logcount_predictions_loss: 0.2570 26/2450 [..............................] - ETA: 12:18 - loss: 1224.5066 - logits_profile_predictions_loss: 1206.5552 - logcount_predictions_loss: 0.2572 27/2450 [..............................] - ETA: 12:17 - loss: 1224.4115 - logits_profile_predictions_loss: 1206.4550 - logcount_predictions_loss: 0.2573 28/2450 [..............................] - ETA: 12:17 - loss: 1224.1348 - logits_profile_predictions_loss: 1206.1843 - logcount_predictions_loss: 0.2572 29/2450 [..............................] - ETA: 12:17 - loss: 1223.7708 - logits_profile_predictions_loss: 1205.8320 - logcount_predictions_loss: 0.2570 30/2450 [..............................] - ETA: 12:16 - loss: 1223.4610 - logits_profile_predictions_loss: 1205.5359 - logcount_predictions_loss: 0.2568 31/2450 [..............................] - ETA: 12:16 - loss: 1223.5517 - logits_profile_predictions_loss: 1205.6415 - logcount_predictions_loss: 0.2566 32/2450 [..............................] - ETA: 12:16 - loss: 1223.6253 - logits_profile_predictions_loss: 1205.7299 - logcount_predictions_loss: 0.2564 33/2450 [..............................] - ETA: 12:16 - loss: 1223.7064 - logits_profile_predictions_loss: 1205.8167 - logcount_predictions_loss: 0.2563 34/2450 [..............................] - ETA: 12:15 - loss: 1223.6868 - logits_profile_predictions_loss: 1205.8029 - logcount_predictions_loss: 0.2562 35/2450 [..............................] - ETA: 12:15 - loss: 1223.7151 - logits_profile_predictions_loss: 1205.8303 - logcount_predictions_loss: 0.2562 36/2450 [..............................] - ETA: 12:15 - loss: 1223.7374 - logits_profile_predictions_loss: 1205.8499 - logcount_predictions_loss: 0.2563 37/2450 [..............................] - ETA: 12:14 - loss: 1223.7188 - logits_profile_predictions_loss: 1205.8304 - logcount_predictions_loss: 0.2563 38/2450 [..............................] - ETA: 12:14 - loss: 1223.7411 - logits_profile_predictions_loss: 1205.8555 - logcount_predictions_loss: 0.2562 39/2450 [..............................] - ETA: 12:14 - loss: 1223.7347 - logits_profile_predictions_loss: 1205.8543 - logcount_predictions_loss: 0.2562 40/2450 [..............................] - ETA: 12:14 - loss: 1223.8193 - logits_profile_predictions_loss: 1205.9427 - logcount_predictions_loss: 0.2561 41/2450 [..............................] - ETA: 12:13 - loss: 1223.9173 - logits_profile_predictions_loss: 1206.0431 - logcount_predictions_loss: 0.2561 42/2450 [..............................] - ETA: 12:13 - loss: 1223.9324 - logits_profile_predictions_loss: 1206.0566 - logcount_predictions_loss: 0.2561 43/2450 [..............................] - ETA: 12:13 - loss: 1223.9110 - logits_profile_predictions_loss: 1206.0327 - logcount_predictions_loss: 0.2561 44/2450 [..............................] - ETA: 12:12 - loss: 1223.8565 - logits_profile_predictions_loss: 1205.9752 - logcount_predictions_loss: 0.2562 45/2450 [..............................] - ETA: 12:12 - loss: 1223.8069 - logits_profile_predictions_loss: 1205.9217 - logcount_predictions_loss: 0.2562 46/2450 [..............................] - ETA: 12:12 - loss: 1223.7530 - logits_profile_predictions_loss: 1205.8598 - logcount_predictions_loss: 0.2563 47/2450 [..............................] - ETA: 12:12 - loss: 1223.6327 - logits_profile_predictions_loss: 1205.7319 - logcount_predictions_loss: 0.2565 48/2450 [..............................] - ETA: 12:11 - loss: 1223.5548 - logits_profile_predictions_loss: 1205.6475 - logcount_predictions_loss: 0.2565 49/2450 [..............................] - ETA: 12:11 - loss: 1223.4678 - logits_profile_predictions_loss: 1205.5550 - logcount_predictions_loss: 0.2566 50/2450 [..............................] - ETA: 12:11 - loss: 1223.3624 - logits_profile_predictions_loss: 1205.4458 - logcount_predictions_loss: 0.2567 51/2450 [..............................] - ETA: 12:10 - loss: 1223.2528 - logits_profile_predictions_loss: 1205.3295 - logcount_predictions_loss: 0.2568 52/2450 [..............................] - ETA: 12:10 - loss: 1223.1292 - logits_profile_predictions_loss: 1205.2007 - logcount_predictions_loss: 0.2569 53/2450 [..............................] - ETA: 12:10 - loss: 1223.0547 - logits_profile_predictions_loss: 1205.1215 - logcount_predictions_loss: 0.2569 54/2450 [..............................] - ETA: 12:10 - loss: 1223.0601 - logits_profile_predictions_loss: 1205.1240 - logcount_predictions_loss: 0.2570 55/2450 [..............................] - ETA: 12:09 - loss: 1223.0970 - logits_profile_predictions_loss: 1205.1599 - logcount_predictions_loss: 0.2570 56/2450 [..............................] - ETA: 12:09 - loss: 1223.1658 - logits_profile_predictions_loss: 1205.2290 - logcount_predictions_loss: 0.2570 57/2450 [..............................] - ETA: 12:09 - loss: 1223.2708 - logits_profile_predictions_loss: 1205.3356 - logcount_predictions_loss: 0.2569 58/2450 [..............................] - ETA: 12:08 - loss: 1223.3413 - logits_profile_predictions_loss: 1205.4082 - logcount_predictions_loss: 0.2569 59/2450 [..............................] - ETA: 12:08 - loss: 1223.3944 - logits_profile_predictions_loss: 1205.4644 - logcount_predictions_loss: 0.2569 60/2450 [..............................] - ETA: 12:08 - loss: 1223.4817 - logits_profile_predictions_loss: 1205.5563 - logcount_predictions_loss: 0.2568 61/2450 [..............................] - ETA: 12:08 - loss: 1223.5165 - logits_profile_predictions_loss: 1205.5948 - logcount_predictions_loss: 0.2568 62/2450 [..............................] - ETA: 12:07 - loss: 1223.5122 - logits_profile_predictions_loss: 1205.5956 - logcount_predictions_loss: 0.2567 63/2450 [..............................] - ETA: 12:07 - loss: 1223.5033 - logits_profile_predictions_loss: 1205.5902 - logcount_predictions_loss: 0.2566 64/2450 [..............................] - ETA: 12:07 - loss: 1223.4913 - logits_profile_predictions_loss: 1205.5811 - logcount_predictions_loss: 0.2566 65/2450 [..............................] - ETA: 12:06 - loss: 1223.4797 - logits_profile_predictions_loss: 1205.5734 - logcount_predictions_loss: 0.2565 66/2450 [..............................] - ETA: 12:06 - loss: 1223.4311 - logits_profile_predictions_loss: 1205.5295 - logcount_predictions_loss: 0.2565 67/2450 [..............................] - ETA: 12:06 - loss: 1223.3747 - logits_profile_predictions_loss: 1205.4779 - logcount_predictions_loss: 0.2564 68/2450 [..............................] - ETA: 12:05 - loss: 1223.3039 - logits_profile_predictions_loss: 1205.4120 - logcount_predictions_loss: 0.2563 69/2450 [..............................] - ETA: 12:05 - loss: 1223.2217 - logits_profile_predictions_loss: 1205.3348 - logcount_predictions_loss: 0.2563 70/2450 [..............................] - ETA: 12:05 - loss: 1223.1522 - logits_profile_predictions_loss: 1205.2699 - logcount_predictions_loss: 0.2562 71/2450 [..............................] - ETA: 12:05 - loss: 1223.0775 - logits_profile_predictions_loss: 1205.2007 - logcount_predictions_loss: 0.2561 72/2450 [..............................] - ETA: 12:04 - loss: 1223.0120 - logits_profile_predictions_loss: 1205.1406 - logcount_predictions_loss: 0.2560 73/2450 [..............................] - ETA: 12:04 - loss: 1222.9625 - logits_profile_predictions_loss: 1205.0972 - logcount_predictions_loss: 0.2559 74/2450 [..............................] - ETA: 12:04 - loss: 1222.8899 - logits_profile_predictions_loss: 1205.0311 - logcount_predictions_loss: 0.2559 75/2450 [..............................] - ETA: 12:03 - loss: 1222.8512 - logits_profile_predictions_loss: 1204.9987 - logcount_predictions_loss: 0.2558 76/2450 [..............................] - ETA: 12:03 - loss: 1222.8489 - logits_profile_predictions_loss: 1205.0036 - logcount_predictions_loss: 0.2557 77/2450 [..............................] - ETA: 12:03 - loss: 1222.8459 - logits_profile_predictions_loss: 1205.0075 - logcount_predictions_loss: 0.2556 78/2450 [..............................] - ETA: 12:03 - loss: 1222.8333 - logits_profile_predictions_loss: 1205.0022 - logcount_predictions_loss: 0.2555 79/2450 [..............................] - ETA: 12:02 - loss: 1222.8103 - logits_profile_predictions_loss: 1204.9859 - logcount_predictions_loss: 0.2554 80/2450 [..............................] - ETA: 12:02 - loss: 1222.7806 - logits_profile_predictions_loss: 1204.9631 - logcount_predictions_loss: 0.2553 81/2450 [..............................] - ETA: 12:02 - loss: 1222.7353 - logits_profile_predictions_loss: 1204.9248 - logcount_predictions_loss: 0.2552 82/2450 [>.............................] - ETA: 12:01 - loss: 1222.6597 - logits_profile_predictions_loss: 1204.8566 - logcount_predictions_loss: 0.2551 83/2450 [>.............................] - ETA: 12:01 - loss: 1222.6008 - logits_profile_predictions_loss: 1204.8057 - logcount_predictions_loss: 0.2549 84/2450 [>.............................] - ETA: 12:01 - loss: 1222.5373 - logits_profile_predictions_loss: 1204.7508 - logcount_predictions_loss: 0.2548 85/2450 [>.............................] - ETA: 12:01 - loss: 1222.4763 - logits_profile_predictions_loss: 1204.6976 - logcount_predictions_loss: 0.2547 86/2450 [>.............................] - ETA: 12:00 - loss: 1222.3927 - logits_profile_predictions_loss: 1204.6212 - logcount_predictions_loss: 0.2546 87/2450 [>.............................] - ETA: 12:00 - loss: 1222.3127 - logits_profile_predictions_loss: 1204.5486 - logcount_predictions_loss: 0.2545 88/2450 [>.............................] - ETA: 12:00 - loss: 1222.2243 - logits_profile_predictions_loss: 1204.4676 - logcount_predictions_loss: 0.2544 89/2450 [>.............................] - ETA: 11:59 - loss: 1222.1379 - logits_profile_predictions_loss: 1204.3878 - logcount_predictions_loss: 0.2543 90/2450 [>.............................] - ETA: 11:59 - loss: 1222.0733 - logits_profile_predictions_loss: 1204.3297 - logcount_predictions_loss: 0.2542 91/2450 [>.............................] - ETA: 11:59 - loss: 1222.0044 - logits_profile_predictions_loss: 1204.2660 - logcount_predictions_loss: 0.2541 92/2450 [>.............................] - ETA: 11:58 - loss: 1221.9329 - logits_profile_predictions_loss: 1204.1997 - logcount_predictions_loss: 0.2541 93/2450 [>.............................] - ETA: 11:58 - loss: 1221.8741 - logits_profile_predictions_loss: 1204.1455 - logcount_predictions_loss: 0.2540 94/2450 [>.............................] - ETA: 11:58 - loss: 1221.8155 - logits_profile_predictions_loss: 1204.0910 - logcount_predictions_loss: 0.2539 95/2450 [>.............................] - ETA: 11:58 - loss: 1221.7699 - logits_profile_predictions_loss: 1204.0498 - logcount_predictions_loss: 0.2539 96/2450 [>.............................] - ETA: 11:57 - loss: 1221.7227 - logits_profile_predictions_loss: 1204.0068 - logcount_predictions_loss: 0.2538 97/2450 [>.............................] - ETA: 11:57 - loss: 1221.6820 - logits_profile_predictions_loss: 1203.9707 - logcount_predictions_loss: 0.2537 98/2450 [>.............................] - ETA: 11:57 - loss: 1221.6454 - logits_profile_predictions_loss: 1203.9385 - logcount_predictions_loss: 0.2537 99/2450 [>.............................] - ETA: 11:56 - loss: 1221.6005 - logits_profile_predictions_loss: 1203.8986 - logcount_predictions_loss: 0.2536 100/2450 [>.............................] - ETA: 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[===>..........................] - ETA: 10:41 - loss: 1222.9464 - logits_profile_predictions_loss: 1205.1616 - logcount_predictions_loss: 0.2548 352/2450 [===>..........................] - ETA: 10:41 - loss: 1222.9539 - logits_profile_predictions_loss: 1205.1678 - logcount_predictions_loss: 0.2548 353/2450 [===>..........................] - ETA: 10:40 - loss: 1222.9613 - logits_profile_predictions_loss: 1205.1740 - logcount_predictions_loss: 0.2548 354/2450 [===>..........................] - ETA: 10:40 - loss: 1222.9676 - logits_profile_predictions_loss: 1205.1791 - logcount_predictions_loss: 0.2548 355/2450 [===>..........................] - ETA: 10:40 - loss: 1222.9745 - logits_profile_predictions_loss: 1205.1847 - logcount_predictions_loss: 0.2549 356/2450 [===>..........................] - ETA: 10:39 - loss: 1222.9813 - logits_profile_predictions_loss: 1205.1904 - logcount_predictions_loss: 0.2549 357/2450 [===>..........................] - ETA: 10:39 - loss: 1222.9878 - logits_profile_predictions_loss: 1205.1957 - logcount_predictions_loss: 0.2549 358/2450 [===>..........................] - ETA: 10:39 - loss: 1222.9937 - logits_profile_predictions_loss: 1205.2005 - logcount_predictions_loss: 0.2549 359/2450 [===>..........................] - ETA: 10:38 - loss: 1223.0002 - logits_profile_predictions_loss: 1205.2059 - logcount_predictions_loss: 0.2549 360/2450 [===>..........................] - ETA: 10:38 - loss: 1223.0062 - logits_profile_predictions_loss: 1205.2108 - logcount_predictions_loss: 0.2549 361/2450 [===>..........................] - ETA: 10:38 - loss: 1223.0130 - logits_profile_predictions_loss: 1205.2164 - logcount_predictions_loss: 0.2550 362/2450 [===>..........................] - ETA: 10:38 - loss: 1223.0205 - logits_profile_predictions_loss: 1205.2229 - logcount_predictions_loss: 0.2550 363/2450 [===>..........................] - ETA: 10:37 - loss: 1223.0279 - logits_profile_predictions_loss: 1205.2292 - logcount_predictions_loss: 0.2550 364/2450 [===>..........................] - ETA: 10:37 - loss: 1223.0354 - logits_profile_predictions_loss: 1205.2356 - logcount_predictions_loss: 0.2550 365/2450 [===>..........................] - ETA: 10:37 - loss: 1223.0422 - logits_profile_predictions_loss: 1205.2414 - logcount_predictions_loss: 0.2550 366/2450 [===>..........................] - ETA: 10:36 - loss: 1223.0483 - logits_profile_predictions_loss: 1205.2465 - logcount_predictions_loss: 0.2550 367/2450 [===>..........................] - ETA: 10:36 - loss: 1223.0531 - logits_profile_predictions_loss: 1205.2502 - logcount_predictions_loss: 0.2551 368/2450 [===>..........................] - ETA: 10:36 - loss: 1223.0595 - logits_profile_predictions_loss: 1205.2556 - logcount_predictions_loss: 0.2551 369/2450 [===>..........................] - ETA: 10:35 - loss: 1223.0653 - logits_profile_predictions_loss: 1205.2604 - logcount_predictions_loss: 0.2551 370/2450 [===>..........................] - ETA: 10:35 - loss: 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logcount_predictions_loss: 0.2561 467/2450 [====>.........................] - ETA: 10:06 - loss: 1223.5391 - logits_profile_predictions_loss: 1205.6643 - logcount_predictions_loss: 0.2561 468/2450 [====>.........................] - ETA: 10:05 - loss: 1223.5459 - logits_profile_predictions_loss: 1205.6707 - logcount_predictions_loss: 0.2561 469/2450 [====>.........................] - ETA: 10:05 - loss: 1223.5522 - logits_profile_predictions_loss: 1205.6766 - logcount_predictions_loss: 0.2561 470/2450 [====>.........................] - ETA: 10:05 - loss: 1223.5587 - logits_profile_predictions_loss: 1205.6826 - logcount_predictions_loss: 0.2561 471/2450 [====>.........................] - ETA: 10:05 - loss: 1223.5654 - logits_profile_predictions_loss: 1205.6887 - logcount_predictions_loss: 0.2561 472/2450 [====>.........................] - ETA: 10:04 - loss: 1223.5716 - logits_profile_predictions_loss: 1205.6944 - logcount_predictions_loss: 0.2561 473/2450 [====>.........................] - ETA: 10:04 - loss: 1223.5772 - logits_profile_predictions_loss: 1205.6995 - logcount_predictions_loss: 0.2561 474/2450 [====>.........................] - ETA: 10:04 - loss: 1223.5823 - logits_profile_predictions_loss: 1205.7041 - logcount_predictions_loss: 0.2561 475/2450 [====>.........................] - ETA: 10:03 - loss: 1223.5873 - logits_profile_predictions_loss: 1205.7085 - logcount_predictions_loss: 0.2561 476/2450 [====>.........................] - ETA: 10:03 - loss: 1223.5926 - logits_profile_predictions_loss: 1205.7133 - logcount_predictions_loss: 0.2561 477/2450 [====>.........................] - ETA: 10:03 - loss: 1223.5977 - logits_profile_predictions_loss: 1205.7177 - logcount_predictions_loss: 0.2562 478/2450 [====>.........................] - ETA: 10:02 - loss: 1223.6041 - logits_profile_predictions_loss: 1205.7235 - logcount_predictions_loss: 0.2562 479/2450 [====>.........................] - ETA: 10:02 - loss: 1223.6103 - logits_profile_predictions_loss: 1205.7291 - logcount_predictions_loss: 0.2562 480/2450 [====>.........................] - ETA: 10:02 - loss: 1223.6166 - logits_profile_predictions_loss: 1205.7349 - logcount_predictions_loss: 0.2562 481/2450 [====>.........................] - ETA: 10:01 - loss: 1223.6226 - logits_profile_predictions_loss: 1205.7403 - logcount_predictions_loss: 0.2562 482/2450 [====>.........................] - ETA: 10:01 - loss: 1223.6283 - logits_profile_predictions_loss: 1205.7454 - logcount_predictions_loss: 0.2562 483/2450 [====>.........................] - ETA: 10:01 - loss: 1223.6337 - logits_profile_predictions_loss: 1205.7502 - logcount_predictions_loss: 0.2562 484/2450 [====>.........................] - ETA: 10:01 - loss: 1223.6399 - logits_profile_predictions_loss: 1205.7559 - logcount_predictions_loss: 0.2562 485/2450 [====>.........................] - ETA: 10:00 - loss: 1223.6462 - logits_profile_predictions_loss: 1205.7617 - logcount_predictions_loss: 0.2562 486/2450 [====>.........................] - ETA: 10:00 - loss: 1223.6524 - logits_profile_predictions_loss: 1205.7673 - logcount_predictions_loss: 0.2562 487/2450 [====>.........................] - ETA: 10:00 - loss: 1223.6583 - logits_profile_predictions_loss: 1205.7727 - logcount_predictions_loss: 0.2562 488/2450 [====>.........................] - ETA: 9:59 - loss: 1223.6640 - logits_profile_predictions_loss: 1205.7780 - logcount_predictions_loss: 0.2562  489/2450 [====>.........................] - ETA: 9:59 - loss: 1223.6701 - logits_profile_predictions_loss: 1205.7836 - logcount_predictions_loss: 0.2562 490/2450 [=====>........................] - ETA: 9:59 - loss: 1223.6761 - logits_profile_predictions_loss: 1205.7891 - logcount_predictions_loss: 0.2563 491/2450 [=====>........................] - ETA: 9:58 - loss: 1223.6817 - logits_profile_predictions_loss: 1205.7943 - logcount_predictions_loss: 0.2563 492/2450 [=====>........................] - ETA: 9:58 - loss: 1223.6869 - 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- ETA: 4:09 - loss: 1224.0363 - logits_profile_predictions_loss: 1206.0949 - logcount_predictions_loss: 0.2570 1637/2450 [===================>..........] - ETA: 4:09 - loss: 1224.0362 - logits_profile_predictions_loss: 1206.0948 - logcount_predictions_loss: 0.2570 1638/2450 [===================>..........] - ETA: 4:08 - loss: 1224.0361 - logits_profile_predictions_loss: 1206.0947 - logcount_predictions_loss: 0.2570 1639/2450 [===================>..........] - ETA: 4:08 - loss: 1224.0360 - logits_profile_predictions_loss: 1206.0946 - logcount_predictions_loss: 0.2570 1640/2450 [===================>..........] - ETA: 4:08 - loss: 1224.0360 - logits_profile_predictions_loss: 1206.0944 - logcount_predictions_loss: 0.2570 1641/2450 [===================>..........] - ETA: 4:07 - loss: 1224.0359 - logits_profile_predictions_loss: 1206.0943 - logcount_predictions_loss: 0.2570 1642/2450 [===================>..........] - ETA: 4:07 - loss: 1224.0357 - logits_profile_predictions_loss: 1206.0942 - 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- ETA: 4:05 - loss: 1224.0357 - logits_profile_predictions_loss: 1206.0939 - logcount_predictions_loss: 0.2570 1650/2450 [===================>..........] - ETA: 4:05 - loss: 1224.0357 - logits_profile_predictions_loss: 1206.0939 - logcount_predictions_loss: 0.2570 1651/2450 [===================>..........] - ETA: 4:04 - loss: 1224.0358 - logits_profile_predictions_loss: 1206.0939 - logcount_predictions_loss: 0.2570 1652/2450 [===================>..........] - ETA: 4:04 - loss: 1224.0358 - logits_profile_predictions_loss: 1206.0939 - logcount_predictions_loss: 0.2570 1653/2450 [===================>..........] - ETA: 4:04 - loss: 1224.0358 - logits_profile_predictions_loss: 1206.0939 - logcount_predictions_loss: 0.2570 1654/2450 [===================>..........] - ETA: 4:03 - loss: 1224.0358 - logits_profile_predictions_loss: 1206.0938 - logcount_predictions_loss: 0.2570 1655/2450 [===================>..........] - ETA: 4:03 - loss: 1224.0359 - logits_profile_predictions_loss: 1206.0938 - 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- ETA: 4:01 - loss: 1224.0362 - logits_profile_predictions_loss: 1206.0939 - logcount_predictions_loss: 0.2570 1663/2450 [===================>..........] - ETA: 4:01 - loss: 1224.0362 - logits_profile_predictions_loss: 1206.0939 - logcount_predictions_loss: 0.2570 1664/2450 [===================>..........] - ETA: 4:00 - loss: 1224.0363 - logits_profile_predictions_loss: 1206.0940 - logcount_predictions_loss: 0.2570 1665/2450 [===================>..........] - ETA: 4:00 - loss: 1224.0364 - logits_profile_predictions_loss: 1206.0940 - logcount_predictions_loss: 0.2570 1666/2450 [===================>..........] - ETA: 4:00 - loss: 1224.0365 - logits_profile_predictions_loss: 1206.0941 - logcount_predictions_loss: 0.2570 1667/2450 [===================>..........] - ETA: 3:59 - loss: 1224.0366 - logits_profile_predictions_loss: 1206.0942 - logcount_predictions_loss: 0.2570 1668/2450 [===================>..........] - ETA: 3:59 - loss: 1224.0367 - logits_profile_predictions_loss: 1206.0942 - 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- ETA: 3:57 - loss: 1224.0369 - logits_profile_predictions_loss: 1206.0942 - logcount_predictions_loss: 0.2571 1676/2450 [===================>..........] - ETA: 3:57 - loss: 1224.0370 - logits_profile_predictions_loss: 1206.0943 - logcount_predictions_loss: 0.2571 1677/2450 [===================>..........] - ETA: 3:56 - loss: 1224.0371 - logits_profile_predictions_loss: 1206.0943 - logcount_predictions_loss: 0.2571 1678/2450 [===================>..........] - ETA: 3:56 - loss: 1224.0370 - logits_profile_predictions_loss: 1206.0943 - logcount_predictions_loss: 0.2571 1679/2450 [===================>..........] - ETA: 3:56 - loss: 1224.0370 - logits_profile_predictions_loss: 1206.0943 - logcount_predictions_loss: 0.2571 1680/2450 [===================>..........] - ETA: 3:55 - loss: 1224.0371 - logits_profile_predictions_loss: 1206.0943 - logcount_predictions_loss: 0.2571 1681/2450 [===================>..........] - ETA: 3:55 - loss: 1224.0372 - logits_profile_predictions_loss: 1206.0944 - 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logcount_predictions_loss: 0.2575 2397/2450 [============================>.] - ETA: 16s - loss: 1224.1032 - logits_profile_predictions_loss: 1206.1320 - logcount_predictions_loss: 0.2575 2398/2450 [============================>.] - ETA: 15s - loss: 1224.1030 - logits_profile_predictions_loss: 1206.1317 - logcount_predictions_loss: 0.2575 2399/2450 [============================>.] - ETA: 15s - loss: 1224.1027 - logits_profile_predictions_loss: 1206.1315 - logcount_predictions_loss: 0.2575 2400/2450 [============================>.] - ETA: 15s - loss: 1224.1025 - logits_profile_predictions_loss: 1206.1312 - logcount_predictions_loss: 0.2575 2401/2450 [============================>.] - ETA: 15s - loss: 1224.1023 - logits_profile_predictions_loss: 1206.1310 - logcount_predictions_loss: 0.2575 2402/2450 [============================>.] - ETA: 14s - loss: 1224.1021 - logits_profile_predictions_loss: 1206.1308 - logcount_predictions_loss: 0.2575 2403/2450 [============================>.] - ETA: 14s - loss: 1224.1020 - logits_profile_predictions_loss: 1206.1306 - logcount_predictions_loss: 0.2575 2404/2450 [============================>.] - ETA: 14s - loss: 1224.1018 - logits_profile_predictions_loss: 1206.1304 - logcount_predictions_loss: 0.2575 2405/2450 [============================>.] - ETA: 13s - loss: 1224.1016 - logits_profile_predictions_loss: 1206.1301 - logcount_predictions_loss: 0.2575 2406/2450 [============================>.] - ETA: 13s - loss: 1224.1014 - logits_profile_predictions_loss: 1206.1299 - logcount_predictions_loss: 0.2575 2407/2450 [============================>.] - ETA: 13s - loss: 1224.1011 - logits_profile_predictions_loss: 1206.1296 - logcount_predictions_loss: 0.2575 2408/2450 [============================>.] - ETA: 12s - loss: 1224.1009 - logits_profile_predictions_loss: 1206.1294 - logcount_predictions_loss: 0.2575 2409/2450 [============================>.] - ETA: 12s - loss: 1224.1007 - logits_profile_predictions_loss: 1206.1291 - logcount_predictions_loss: 0.2575 2410/2450 [============================>.] - ETA: 12s - loss: 1224.1004 - logits_profile_predictions_loss: 1206.1289 - logcount_predictions_loss: 0.2575 2411/2450 [============================>.] - ETA: 11s - loss: 1224.1002 - logits_profile_predictions_loss: 1206.1286 - logcount_predictions_loss: 0.2575 2412/2450 [============================>.] - ETA: 11s - loss: 1224.0999 - logits_profile_predictions_loss: 1206.1283 - logcount_predictions_loss: 0.2575 2413/2450 [============================>.] - ETA: 11s - loss: 1224.0997 - logits_profile_predictions_loss: 1206.1281 - logcount_predictions_loss: 0.2575 2414/2450 [============================>.] - ETA: 11s - loss: 1224.0995 - logits_profile_predictions_loss: 1206.1278 - logcount_predictions_loss: 0.2575 2415/2450 [============================>.] - ETA: 10s - loss: 1224.0992 - logits_profile_predictions_loss: 1206.1275 - logcount_predictions_loss: 0.2575 2416/2450 [============================>.] - ETA: 10s - loss: 1224.0990 - logits_profile_predictions_loss: 1206.1273 - logcount_predictions_loss: 0.2575 2417/2450 [============================>.] - ETA: 10s - loss: 1224.0987 - logits_profile_predictions_loss: 1206.1270 - logcount_predictions_loss: 0.2575 2418/2450 [============================>.] - ETA: 9s - loss: 1224.0985 - logits_profile_predictions_loss: 1206.1268 - logcount_predictions_loss: 0.2575  2419/2450 [============================>.] - ETA: 9s - loss: 1224.0983 - logits_profile_predictions_loss: 1206.1265 - logcount_predictions_loss: 0.2575 2420/2450 [============================>.] - ETA: 9s - loss: 1224.0981 - logits_profile_predictions_loss: 1206.1262 - logcount_predictions_loss: 0.2575 2421/2450 [============================>.] - ETA: 8s - loss: 1224.0978 - logits_profile_predictions_loss: 1206.1260 - logcount_predictions_loss: 0.2575 2422/2450 [============================>.] - ETA: 8s - loss: 1224.0976 - logits_profile_predictions_loss: 1206.1257 - logcount_predictions_loss: 0.2575 2423/2450 [============================>.] - ETA: 8s - loss: 1224.0973 - logits_profile_predictions_loss: 1206.1254 - logcount_predictions_loss: 0.2575 2424/2450 [============================>.] - ETA: 7s - loss: 1224.0971 - logits_profile_predictions_loss: 1206.1252 - logcount_predictions_loss: 0.2575 2425/2450 [============================>.] - ETA: 7s - loss: 1224.0969 - logits_profile_predictions_loss: 1206.1250 - logcount_predictions_loss: 0.2575 2426/2450 [============================>.] - ETA: 7s - loss: 1224.0967 - logits_profile_predictions_loss: 1206.1248 - logcount_predictions_loss: 0.2575 2427/2450 [============================>.] - ETA: 7s - loss: 1224.0965 - logits_profile_predictions_loss: 1206.1245 - logcount_predictions_loss: 0.2575 2428/2450 [============================>.] - ETA: 6s - loss: 1224.0963 - logits_profile_predictions_loss: 1206.1243 - logcount_predictions_loss: 0.2575 2429/2450 [============================>.] - ETA: 6s - loss: 1224.0960 - logits_profile_predictions_loss: 1206.1240 - logcount_predictions_loss: 0.2575 2430/2450 [============================>.] - ETA: 6s - loss: 1224.0958 - logits_profile_predictions_loss: 1206.1238 - logcount_predictions_loss: 0.2575 2431/2450 [============================>.] - ETA: 5s - loss: 1224.0956 - logits_profile_predictions_loss: 1206.1235 - logcount_predictions_loss: 0.2575 2432/2450 [============================>.] - ETA: 5s - loss: 1224.0954 - logits_profile_predictions_loss: 1206.1233 - logcount_predictions_loss: 0.2575 2433/2450 [============================>.] - ETA: 5s - loss: 1224.0952 - logits_profile_predictions_loss: 1206.1231 - logcount_predictions_loss: 0.2575 2434/2450 [============================>.] - ETA: 4s - loss: 1224.0950 - logits_profile_predictions_loss: 1206.1229 - logcount_predictions_loss: 0.2575 2435/2450 [============================>.] - ETA: 4s - loss: 1224.0948 - logits_profile_predictions_loss: 1206.1227 - logcount_predictions_loss: 0.2575 2436/2450 [============================>.] - ETA: 4s - loss: 1224.0946 - logits_profile_predictions_loss: 1206.1224 - logcount_predictions_loss: 0.2575 2437/2450 [============================>.] - ETA: 3s - loss: 1224.0944 - logits_profile_predictions_loss: 1206.1222 - logcount_predictions_loss: 0.2575 2438/2450 [============================>.] - ETA: 3s - loss: 1224.0942 - logits_profile_predictions_loss: 1206.1220 - logcount_predictions_loss: 0.2575 2439/2450 [============================>.] - ETA: 3s - loss: 1224.0940 - logits_profile_predictions_loss: 1206.1218 - logcount_predictions_loss: 0.2575 2440/2450 [============================>.] - ETA: 3s - loss: 1224.0938 - logits_profile_predictions_loss: 1206.1215 - logcount_predictions_loss: 0.2575 2441/2450 [============================>.] - ETA: 2s - loss: 1224.0935 - logits_profile_predictions_loss: 1206.1213 - logcount_predictions_loss: 0.2575 2442/2450 [============================>.] - ETA: 2s - loss: 1224.0933 - logits_profile_predictions_loss: 1206.1210 - logcount_predictions_loss: 0.2575 2443/2450 [============================>.] - ETA: 2s - loss: 1224.0931 - logits_profile_predictions_loss: 1206.1207 - logcount_predictions_loss: 0.2575 2444/2450 [============================>.] - ETA: 1s - loss: 1224.0928 - logits_profile_predictions_loss: 1206.1205 - logcount_predictions_loss: 0.2575 2445/2450 [============================>.] - ETA: 1s - loss: 1224.0926 - logits_profile_predictions_loss: 1206.1202 - logcount_predictions_loss: 0.2575 2446/2450 [============================>.] - ETA: 1s - loss: 1224.0923 - logits_profile_predictions_loss: 1206.1199 - logcount_predictions_loss: 0.2575 2447/2450 [============================>.] - ETA: 0s - loss: 1224.0921 - logits_profile_predictions_loss: 1206.1197 - logcount_predictions_loss: 0.2575 2448/2450 [============================>.] - ETA: 0s - loss: 1224.0918 - logits_profile_predictions_loss: 1206.1194 - logcount_predictions_loss: 0.2575 2449/2450 [============================>.] - ETA: 0s - loss: 1224.0916 - logits_profile_predictions_loss: 1206.1191 - logcount_predictions_loss: 0.2575 2450/2450 [==============================] - ETA: 0s - loss: 1224.0913 - logits_profile_predictions_loss: 1206.1188 - logcount_predictions_loss: 0.2575 2450/2450 [==============================] - 780s 318ms/step - loss: 1224.0910 - logits_profile_predictions_loss: 1206.1186 - logcount_predictions_loss: 0.2575 - val_loss: 1242.9950 - val_logits_profile_predictions_loss: 1224.8368 - val_logcount_predictions_loss: 0.2602 Epoch 00009: val_loss improved from 1249.02002 to 1242.99500, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR275ICP//chrombpnet_model_feb15_fold_4/chrombpnet.h5 Epoch 10/50 1/2450 [..............................] - ETA: 12:45 - loss: 1177.1930 - logits_profile_predictions_loss: 1162.6893 - logcount_predictions_loss: 0.2078 2/2450 [..............................] - ETA: 12:21 - loss: 1171.2459 - logits_profile_predictions_loss: 1155.6063 - logcount_predictions_loss: 0.2241 3/2450 [..............................] - ETA: 12:21 - loss: 1179.3782 - logits_profile_predictions_loss: 1163.6742 - logcount_predictions_loss: 0.2250 4/2450 [..............................] - ETA: 12:23 - loss: 1188.2923 - logits_profile_predictions_loss: 1172.2975 - logcount_predictions_loss: 0.2292 5/2450 [..............................] - ETA: 12:22 - loss: 1198.3511 - logits_profile_predictions_loss: 1182.1417 - logcount_predictions_loss: 0.2322 6/2450 [..............................] - ETA: 12:22 - loss: 1200.6740 - logits_profile_predictions_loss: 1184.1140 - logcount_predictions_loss: 0.2372 7/2450 [..............................] - ETA: 12:22 - loss: 1202.8997 - logits_profile_predictions_loss: 1186.1912 - logcount_predictions_loss: 0.2394 8/2450 [..............................] - ETA: 12:22 - loss: 1204.3130 - logits_profile_predictions_loss: 1187.4828 - logcount_predictions_loss: 0.2411 9/2450 [..............................] - ETA: 12:21 - loss: 1206.3034 - logits_profile_predictions_loss: 1189.3218 - logcount_predictions_loss: 0.2433 10/2450 [..............................] - ETA: 12:21 - loss: 1208.4584 - logits_profile_predictions_loss: 1191.3138 - logcount_predictions_loss: 0.2456 11/2450 [..............................] - ETA: 12:21 - loss: 1209.8338 - logits_profile_predictions_loss: 1192.5285 - logcount_predictions_loss: 0.2479 12/2450 [..............................] - ETA: 12:21 - loss: 1211.1301 - logits_profile_predictions_loss: 1193.6384 - logcount_predictions_loss: 0.2506 13/2450 [..............................] - ETA: 12:20 - loss: 1212.7900 - logits_profile_predictions_loss: 1195.1611 - logcount_predictions_loss: 0.2526 14/2450 [..............................] - ETA: 12:20 - loss: 1214.6427 - logits_profile_predictions_loss: 1196.8977 - logcount_predictions_loss: 0.2542 15/2450 [..............................] - ETA: 12:20 - loss: 1216.5385 - logits_profile_predictions_loss: 1198.6860 - logcount_predictions_loss: 0.2558 16/2450 [..............................] - ETA: 12:19 - loss: 1218.0915 - logits_profile_predictions_loss: 1200.1049 - logcount_predictions_loss: 0.2577 17/2450 [..............................] - ETA: 12:19 - loss: 1219.2535 - logits_profile_predictions_loss: 1201.1436 - logcount_predictions_loss: 0.2595 18/2450 [..............................] - ETA: 12:19 - loss: 1220.1118 - logits_profile_predictions_loss: 1201.8876 - logcount_predictions_loss: 0.2611 19/2450 [..............................] - ETA: 12:18 - loss: 1220.7350 - logits_profile_predictions_loss: 1202.4275 - logcount_predictions_loss: 0.2623 20/2450 [..............................] - ETA: 12:18 - loss: 1221.3043 - logits_profile_predictions_loss: 1202.9370 - logcount_predictions_loss: 0.2631 21/2450 [..............................] - ETA: 12:18 - loss: 1222.1920 - logits_profile_predictions_loss: 1203.7816 - logcount_predictions_loss: 0.2638 22/2450 [..............................] - ETA: 12:17 - loss: 1222.9183 - logits_profile_predictions_loss: 1204.4781 - logcount_predictions_loss: 0.2642 23/2450 [..............................] - ETA: 12:17 - loss: 1223.4665 - logits_profile_predictions_loss: 1205.0044 - logcount_predictions_loss: 0.2645 24/2450 [..............................] - ETA: 12:17 - loss: 1223.9800 - logits_profile_predictions_loss: 1205.5049 - logcount_predictions_loss: 0.2647 25/2450 [..............................] - ETA: 12:17 - loss: 1224.2800 - logits_profile_predictions_loss: 1205.7929 - logcount_predictions_loss: 0.2649 26/2450 [..............................] - ETA: 12:16 - loss: 1224.7193 - logits_profile_predictions_loss: 1206.2157 - logcount_predictions_loss: 0.2651 27/2450 [..............................] - ETA: 12:16 - loss: 1225.1013 - logits_profile_predictions_loss: 1206.5856 - logcount_predictions_loss: 0.2653 28/2450 [..............................] - ETA: 12:16 - loss: 1225.5220 - logits_profile_predictions_loss: 1207.0027 - logcount_predictions_loss: 0.2653 29/2450 [..............................] - ETA: 12:15 - loss: 1226.0352 - logits_profile_predictions_loss: 1207.5138 - logcount_predictions_loss: 0.2653 30/2450 [..............................] - ETA: 12:15 - loss: 1226.6366 - logits_profile_predictions_loss: 1208.1186 - logcount_predictions_loss: 0.2653 31/2450 [..............................] - ETA: 12:15 - loss: 1227.3353 - logits_profile_predictions_loss: 1208.8260 - logcount_predictions_loss: 0.2652 32/2450 [..............................] - ETA: 12:15 - loss: 1227.8782 - logits_profile_predictions_loss: 1209.3790 - logcount_predictions_loss: 0.2650 33/2450 [..............................] - ETA: 12:14 - loss: 1228.2867 - logits_profile_predictions_loss: 1209.7998 - logcount_predictions_loss: 0.2649 34/2450 [..............................] - ETA: 12:14 - loss: 1228.5479 - logits_profile_predictions_loss: 1210.0769 - logcount_predictions_loss: 0.2646 35/2450 [..............................] - ETA: 12:14 - loss: 1228.7514 - logits_profile_predictions_loss: 1210.2966 - logcount_predictions_loss: 0.2644 36/2450 [..............................] - ETA: 12:14 - loss: 1228.9321 - logits_profile_predictions_loss: 1210.4934 - logcount_predictions_loss: 0.2642 37/2450 [..............................] - ETA: 12:13 - loss: 1229.2418 - logits_profile_predictions_loss: 1210.8162 - logcount_predictions_loss: 0.2640 38/2450 [..............................] - ETA: 12:13 - loss: 1229.5230 - logits_profile_predictions_loss: 1211.1122 - logcount_predictions_loss: 0.2638 39/2450 [..............................] - ETA: 12:13 - loss: 1229.7095 - logits_profile_predictions_loss: 1211.3106 - logcount_predictions_loss: 0.2636 40/2450 [..............................] - ETA: 12:12 - loss: 1229.8917 - logits_profile_predictions_loss: 1211.5036 - logcount_predictions_loss: 0.2634 41/2450 [..............................] - ETA: 12:12 - loss: 1230.0094 - logits_profile_predictions_loss: 1211.6358 - logcount_predictions_loss: 0.2632 42/2450 [..............................] - ETA: 12:12 - loss: 1230.2018 - logits_profile_predictions_loss: 1211.8469 - logcount_predictions_loss: 0.2630 43/2450 [..............................] - ETA: 12:12 - loss: 1230.3342 - logits_profile_predictions_loss: 1211.9989 - logcount_predictions_loss: 0.2627 44/2450 [..............................] - ETA: 12:11 - loss: 1230.4586 - logits_profile_predictions_loss: 1212.1441 - logcount_predictions_loss: 0.2624 45/2450 [..............................] - ETA: 12:11 - loss: 1230.5952 - logits_profile_predictions_loss: 1212.2992 - logcount_predictions_loss: 0.2621 46/2450 [..............................] - ETA: 12:11 - loss: 1230.7616 - logits_profile_predictions_loss: 1212.4830 - logcount_predictions_loss: 0.2619 47/2450 [..............................] - ETA: 12:10 - loss: 1230.9546 - logits_profile_predictions_loss: 1212.6941 - logcount_predictions_loss: 0.2616 48/2450 [..............................] - ETA: 12:10 - loss: 1231.0951 - logits_profile_predictions_loss: 1212.8542 - logcount_predictions_loss: 0.2613 49/2450 [..............................] - ETA: 12:10 - loss: 1231.2193 - logits_profile_predictions_loss: 1212.9954 - logcount_predictions_loss: 0.2611 50/2450 [..............................] - ETA: 12:10 - loss: 1231.3042 - logits_profile_predictions_loss: 1213.0968 - logcount_predictions_loss: 0.2609 51/2450 [..............................] - ETA: 12:09 - loss: 1231.3490 - logits_profile_predictions_loss: 1213.1587 - logcount_predictions_loss: 0.2606 52/2450 [..............................] - ETA: 12:09 - loss: 1231.3754 - logits_profile_predictions_loss: 1213.2023 - logcount_predictions_loss: 0.2604 53/2450 [..............................] - ETA: 12:09 - loss: 1231.4118 - logits_profile_predictions_loss: 1213.2569 - logcount_predictions_loss: 0.2601 54/2450 [..............................] - ETA: 12:08 - loss: 1231.4322 - logits_profile_predictions_loss: 1213.2960 - logcount_predictions_loss: 0.2598 55/2450 [..............................] - ETA: 12:08 - loss: 1231.4437 - logits_profile_predictions_loss: 1213.3247 - logcount_predictions_loss: 0.2596 56/2450 [..............................] - ETA: 12:08 - loss: 1231.4703 - logits_profile_predictions_loss: 1213.3686 - logcount_predictions_loss: 0.2593 57/2450 [..............................] - ETA: 12:08 - loss: 1231.4850 - logits_profile_predictions_loss: 1213.4010 - logcount_predictions_loss: 0.2591 58/2450 [..............................] - ETA: 12:07 - loss: 1231.5054 - logits_profile_predictions_loss: 1213.4371 - logcount_predictions_loss: 0.2589 59/2450 [..............................] - ETA: 12:07 - loss: 1231.5136 - logits_profile_predictions_loss: 1213.4608 - logcount_predictions_loss: 0.2586 60/2450 [..............................] - ETA: 12:07 - loss: 1231.4723 - 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- ETA: 11:07 - loss: 1222.5322 - logits_profile_predictions_loss: 1204.8075 - logcount_predictions_loss: 0.2539 261/2450 [==>...........................] - ETA: 11:07 - loss: 1222.5238 - logits_profile_predictions_loss: 1204.7983 - logcount_predictions_loss: 0.2539 262/2450 [==>...........................] - ETA: 11:06 - loss: 1222.5157 - logits_profile_predictions_loss: 1204.7894 - logcount_predictions_loss: 0.2540 263/2450 [==>...........................] - ETA: 11:06 - loss: 1222.5070 - logits_profile_predictions_loss: 1204.7798 - logcount_predictions_loss: 0.2540 264/2450 [==>...........................] - ETA: 11:06 - loss: 1222.5005 - logits_profile_predictions_loss: 1204.7725 - logcount_predictions_loss: 0.2540 265/2450 [==>...........................] - ETA: 11:05 - loss: 1222.4934 - logits_profile_predictions_loss: 1204.7646 - logcount_predictions_loss: 0.2540 266/2450 [==>...........................] - ETA: 11:05 - loss: 1222.4836 - logits_profile_predictions_loss: 1204.7542 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[==>...........................] - ETA: 11:03 - loss: 1222.4199 - logits_profile_predictions_loss: 1204.6859 - logcount_predictions_loss: 0.2541 274/2450 [==>...........................] - ETA: 11:03 - loss: 1222.4132 - logits_profile_predictions_loss: 1204.6785 - logcount_predictions_loss: 0.2541 275/2450 [==>...........................] - ETA: 11:03 - loss: 1222.4088 - logits_profile_predictions_loss: 1204.6732 - logcount_predictions_loss: 0.2541 276/2450 [==>...........................] - ETA: 11:02 - loss: 1222.4060 - logits_profile_predictions_loss: 1204.6695 - logcount_predictions_loss: 0.2541 277/2450 [==>...........................] - ETA: 11:02 - loss: 1222.4037 - logits_profile_predictions_loss: 1204.6663 - logcount_predictions_loss: 0.2541 278/2450 [==>...........................] - ETA: 11:02 - loss: 1222.4025 - logits_profile_predictions_loss: 1204.6642 - logcount_predictions_loss: 0.2541 279/2450 [==>...........................] - ETA: 11:01 - loss: 1222.4014 - 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1221.1379 - logits_profile_predictions_loss: 1203.3509 - logcount_predictions_loss: 0.2548 428/2450 [====>.........................] - ETA: 10:17 - loss: 1221.1259 - logits_profile_predictions_loss: 1203.3390 - logcount_predictions_loss: 0.2548 429/2450 [====>.........................] - ETA: 10:17 - loss: 1221.1138 - logits_profile_predictions_loss: 1203.3270 - logcount_predictions_loss: 0.2548 430/2450 [====>.........................] - ETA: 10:16 - loss: 1221.1021 - logits_profile_predictions_loss: 1203.3155 - logcount_predictions_loss: 0.2548 431/2450 [====>.........................] - ETA: 10:16 - loss: 1221.0912 - logits_profile_predictions_loss: 1203.3047 - logcount_predictions_loss: 0.2548 432/2450 [====>.........................] - ETA: 10:16 - loss: 1221.0800 - logits_profile_predictions_loss: 1203.2936 - logcount_predictions_loss: 0.2548 433/2450 [====>.........................] - ETA: 10:16 - loss: 1221.0688 - logits_profile_predictions_loss: 1203.2825 - logcount_predictions_loss: 0.2548 434/2450 [====>.........................] - ETA: 10:15 - loss: 1221.0579 - logits_profile_predictions_loss: 1203.2717 - logcount_predictions_loss: 0.2548 435/2450 [====>.........................] - ETA: 10:15 - loss: 1221.0470 - logits_profile_predictions_loss: 1203.2609 - logcount_predictions_loss: 0.2548 436/2450 [====>.........................] - ETA: 10:15 - loss: 1221.0358 - logits_profile_predictions_loss: 1203.2498 - logcount_predictions_loss: 0.2548 437/2450 [====>.........................] - ETA: 10:14 - loss: 1221.0246 - logits_profile_predictions_loss: 1203.2388 - logcount_predictions_loss: 0.2548 438/2450 [====>.........................] - ETA: 10:14 - loss: 1221.0133 - logits_profile_predictions_loss: 1203.2277 - logcount_predictions_loss: 0.2548 439/2450 [====>.........................] - ETA: 10:14 - loss: 1221.0024 - logits_profile_predictions_loss: 1203.2169 - logcount_predictions_loss: 0.2548 440/2450 [====>.........................] 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- logcount_predictions_loss: 0.2548 447/2450 [====>.........................] - ETA: 10:11 - loss: 1220.9100 - logits_profile_predictions_loss: 1203.1259 - logcount_predictions_loss: 0.2548 448/2450 [====>.........................] - ETA: 10:11 - loss: 1220.8985 - logits_profile_predictions_loss: 1203.1146 - logcount_predictions_loss: 0.2548 449/2450 [====>.........................] - ETA: 10:11 - loss: 1220.8875 - logits_profile_predictions_loss: 1203.1039 - logcount_predictions_loss: 0.2548 450/2450 [====>.........................] - ETA: 10:10 - loss: 1220.8769 - logits_profile_predictions_loss: 1203.0933 - logcount_predictions_loss: 0.2548 451/2450 [====>.........................] - ETA: 10:10 - loss: 1220.8664 - logits_profile_predictions_loss: 1203.0828 - logcount_predictions_loss: 0.2548 452/2450 [====>.........................] - ETA: 10:10 - loss: 1220.8558 - logits_profile_predictions_loss: 1203.0724 - logcount_predictions_loss: 0.2548 453/2450 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loss: 1219.1619 - logits_profile_predictions_loss: 1201.3299 - logcount_predictions_loss: 0.2555 2436/2450 [============================>.] - ETA: 4s - loss: 1219.1617 - logits_profile_predictions_loss: 1201.3297 - logcount_predictions_loss: 0.2555 2437/2450 [============================>.] - ETA: 3s - loss: 1219.1614 - logits_profile_predictions_loss: 1201.3295 - logcount_predictions_loss: 0.2555 2438/2450 [============================>.] - ETA: 3s - loss: 1219.1611 - logits_profile_predictions_loss: 1201.3293 - logcount_predictions_loss: 0.2555 2439/2450 [============================>.] - ETA: 3s - loss: 1219.1609 - logits_profile_predictions_loss: 1201.3290 - logcount_predictions_loss: 0.2555 2440/2450 [============================>.] - ETA: 3s - loss: 1219.1606 - logits_profile_predictions_loss: 1201.3288 - logcount_predictions_loss: 0.2555 2441/2450 [============================>.] - ETA: 2s - loss: 1219.1604 - logits_profile_predictions_loss: 1201.3287 - logcount_predictions_loss: 0.2555 2442/2450 [============================>.] - ETA: 2s - loss: 1219.1602 - logits_profile_predictions_loss: 1201.3285 - logcount_predictions_loss: 0.2555 2443/2450 [============================>.] - ETA: 2s - loss: 1219.1600 - logits_profile_predictions_loss: 1201.3283 - logcount_predictions_loss: 0.2555 2444/2450 [============================>.] - ETA: 1s - loss: 1219.1598 - logits_profile_predictions_loss: 1201.3282 - logcount_predictions_loss: 0.2555 2445/2450 [============================>.] - ETA: 1s - loss: 1219.1596 - logits_profile_predictions_loss: 1201.3280 - logcount_predictions_loss: 0.2555 2446/2450 [============================>.] - ETA: 1s - loss: 1219.1593 - logits_profile_predictions_loss: 1201.3278 - logcount_predictions_loss: 0.2555 2447/2450 [============================>.] - ETA: 0s - loss: 1219.1590 - logits_profile_predictions_loss: 1201.3275 - logcount_predictions_loss: 0.2555 2448/2450 [============================>.] - ETA: 0s - loss: 1219.1587 - logits_profile_predictions_loss: 1201.3273 - logcount_predictions_loss: 0.2555 2449/2450 [============================>.] - ETA: 0s - loss: 1219.1585 - logits_profile_predictions_loss: 1201.3270 - logcount_predictions_loss: 0.2555 2450/2450 [==============================] - ETA: 0s - loss: 1219.1582 - logits_profile_predictions_loss: 1201.3268 - logcount_predictions_loss: 0.2555 2450/2450 [==============================] - 780s 318ms/step - loss: 1219.1580 - logits_profile_predictions_loss: 1201.3266 - logcount_predictions_loss: 0.2555 - val_loss: 1265.5697 - val_logits_profile_predictions_loss: 1247.5157 - val_logcount_predictions_loss: 0.2587 Epoch 00010: val_loss did not improve from 1242.99500 Epoch 11/50 1/2450 [..............................] - ETA: 12:46 - loss: 1151.2086 - logits_profile_predictions_loss: 1136.8073 - logcount_predictions_loss: 0.2063 2/2450 [..............................] - ETA: 12:23 - loss: 1114.0995 - logits_profile_predictions_loss: 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- ETA: 10:30 - loss: 1216.9848 - logits_profile_predictions_loss: 1199.9164 - logcount_predictions_loss: 0.2445 384/2450 [===>..........................] - ETA: 10:30 - loss: 1216.9692 - logits_profile_predictions_loss: 1199.9010 - logcount_predictions_loss: 0.2445 385/2450 [===>..........................] - ETA: 10:30 - loss: 1216.9552 - logits_profile_predictions_loss: 1199.8873 - logcount_predictions_loss: 0.2445 386/2450 [===>..........................] - ETA: 10:30 - loss: 1216.9413 - logits_profile_predictions_loss: 1199.8735 - logcount_predictions_loss: 0.2445 387/2450 [===>..........................] - ETA: 10:29 - loss: 1216.9283 - logits_profile_predictions_loss: 1199.8607 - logcount_predictions_loss: 0.2445 388/2450 [===>..........................] - ETA: 10:29 - loss: 1216.9150 - logits_profile_predictions_loss: 1199.8476 - logcount_predictions_loss: 0.2445 389/2450 [===>..........................] - ETA: 10:29 - loss: 1216.9017 - logits_profile_predictions_loss: 1199.8346 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[===>..........................] - ETA: 10:26 - loss: 1216.8120 - logits_profile_predictions_loss: 1199.7467 - logcount_predictions_loss: 0.2445 397/2450 [===>..........................] - ETA: 10:26 - loss: 1216.7998 - logits_profile_predictions_loss: 1199.7347 - logcount_predictions_loss: 0.2445 398/2450 [===>..........................] - ETA: 10:26 - loss: 1216.7882 - logits_profile_predictions_loss: 1199.7234 - logcount_predictions_loss: 0.2445 399/2450 [===>..........................] - ETA: 10:26 - loss: 1216.7768 - logits_profile_predictions_loss: 1199.7123 - logcount_predictions_loss: 0.2445 400/2450 [===>..........................] - ETA: 10:25 - loss: 1216.7647 - logits_profile_predictions_loss: 1199.7005 - logcount_predictions_loss: 0.2445 401/2450 [===>..........................] - ETA: 10:25 - loss: 1216.7532 - logits_profile_predictions_loss: 1199.6893 - logcount_predictions_loss: 0.2445 402/2450 [===>..........................] - ETA: 10:25 - loss: 1216.7414 - logits_profile_predictions_loss: 1199.6778 - logcount_predictions_loss: 0.2445 403/2450 [===>..........................] - ETA: 10:24 - loss: 1216.7297 - logits_profile_predictions_loss: 1199.6664 - logcount_predictions_loss: 0.2445 404/2450 [===>..........................] - ETA: 10:24 - loss: 1216.7178 - logits_profile_predictions_loss: 1199.6547 - logcount_predictions_loss: 0.2445 405/2450 [===>..........................] - ETA: 10:24 - loss: 1216.7056 - logits_profile_predictions_loss: 1199.6428 - logcount_predictions_loss: 0.2444 406/2450 [===>..........................] - ETA: 10:23 - loss: 1216.6933 - logits_profile_predictions_loss: 1199.6307 - logcount_predictions_loss: 0.2444 407/2450 [===>..........................] - ETA: 10:23 - loss: 1216.6812 - logits_profile_predictions_loss: 1199.6188 - logcount_predictions_loss: 0.2444 408/2450 [===>..........................] - ETA: 10:23 - loss: 1216.6689 - logits_profile_predictions_loss: 1199.6068 - logcount_predictions_loss: 0.2444 409/2450 [====>.........................] - ETA: 10:23 - loss: 1216.6571 - logits_profile_predictions_loss: 1199.5953 - logcount_predictions_loss: 0.2444 410/2450 [====>.........................] - ETA: 10:22 - loss: 1216.6457 - logits_profile_predictions_loss: 1199.5842 - logcount_predictions_loss: 0.2444 411/2450 [====>.........................] - ETA: 10:22 - loss: 1216.6340 - logits_profile_predictions_loss: 1199.5726 - logcount_predictions_loss: 0.2444 412/2450 [====>.........................] - ETA: 10:22 - loss: 1216.6219 - logits_profile_predictions_loss: 1199.5608 - logcount_predictions_loss: 0.2444 413/2450 [====>.........................] - ETA: 10:21 - loss: 1216.6103 - logits_profile_predictions_loss: 1199.5494 - logcount_predictions_loss: 0.2444 414/2450 [====>.........................] - ETA: 10:21 - loss: 1216.5991 - logits_profile_predictions_loss: 1199.5385 - logcount_predictions_loss: 0.2444 415/2450 [====>.........................] - ETA: 10:21 - loss: 1216.5884 - logits_profile_predictions_loss: 1199.5281 - logcount_predictions_loss: 0.2444 416/2450 [====>.........................] - ETA: 10:20 - loss: 1216.5779 - logits_profile_predictions_loss: 1199.5179 - logcount_predictions_loss: 0.2444 417/2450 [====>.........................] - ETA: 10:20 - loss: 1216.5671 - logits_profile_predictions_loss: 1199.5071 - logcount_predictions_loss: 0.2444 418/2450 [====>.........................] - ETA: 10:20 - loss: 1216.5563 - logits_profile_predictions_loss: 1199.4966 - logcount_predictions_loss: 0.2444 419/2450 [====>.........................] - ETA: 10:20 - loss: 1216.5449 - logits_profile_predictions_loss: 1199.4853 - logcount_predictions_loss: 0.2444 420/2450 [====>.........................] - ETA: 10:19 - loss: 1216.5339 - logits_profile_predictions_loss: 1199.4745 - logcount_predictions_loss: 0.2444 421/2450 [====>.........................] - ETA: 10:19 - loss: 1216.5228 - logits_profile_predictions_loss: 1199.4636 - 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[====>.........................] - ETA: 10:13 - loss: 1216.3514 - logits_profile_predictions_loss: 1199.2962 - logcount_predictions_loss: 0.2443 442/2450 [====>.........................] - ETA: 10:13 - loss: 1216.3434 - logits_profile_predictions_loss: 1199.2885 - logcount_predictions_loss: 0.2443 443/2450 [====>.........................] - ETA: 10:12 - loss: 1216.3354 - logits_profile_predictions_loss: 1199.2806 - logcount_predictions_loss: 0.2443 444/2450 [====>.........................] - ETA: 10:12 - loss: 1216.3280 - logits_profile_predictions_loss: 1199.2735 - logcount_predictions_loss: 0.2443 445/2450 [====>.........................] - ETA: 10:12 - loss: 1216.3204 - logits_profile_predictions_loss: 1199.2660 - logcount_predictions_loss: 0.2443 446/2450 [====>.........................] - ETA: 10:11 - loss: 1216.3132 - logits_profile_predictions_loss: 1199.2590 - logcount_predictions_loss: 0.2443 447/2450 [====>.........................] - ETA: 10:11 - loss: 1216.3061 - 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- logcount_predictions_loss: 0.2442 480/2450 [====>.........................] - ETA: 10:01 - loss: 1216.1631 - logits_profile_predictions_loss: 1199.1149 - logcount_predictions_loss: 0.2442 481/2450 [====>.........................] - ETA: 10:01 - loss: 1216.1622 - logits_profile_predictions_loss: 1199.1143 - logcount_predictions_loss: 0.2442 482/2450 [====>.........................] - ETA: 10:00 - loss: 1216.1618 - logits_profile_predictions_loss: 1199.1141 - logcount_predictions_loss: 0.2442 483/2450 [====>.........................] - ETA: 10:00 - loss: 1216.1609 - logits_profile_predictions_loss: 1199.1134 - logcount_predictions_loss: 0.2442 484/2450 [====>.........................] - ETA: 10:00 - loss: 1216.1602 - logits_profile_predictions_loss: 1199.1130 - logcount_predictions_loss: 0.2442 485/2450 [====>.........................] - ETA: 9:59 - loss: 1216.1595 - logits_profile_predictions_loss: 1199.1125 - logcount_predictions_loss: 0.2442  486/2450 [====>.........................] - ETA: 9:59 - loss: 1216.1585 - logits_profile_predictions_loss: 1199.1117 - logcount_predictions_loss: 0.2442 487/2450 [====>.........................] - ETA: 9:59 - loss: 1216.1570 - logits_profile_predictions_loss: 1199.1105 - logcount_predictions_loss: 0.2442 488/2450 [====>.........................] - ETA: 9:59 - loss: 1216.1545 - logits_profile_predictions_loss: 1199.1082 - logcount_predictions_loss: 0.2442 489/2450 [====>.........................] - ETA: 9:58 - loss: 1216.1523 - logits_profile_predictions_loss: 1199.1062 - logcount_predictions_loss: 0.2442 490/2450 [=====>........................] - ETA: 9:58 - loss: 1216.1500 - logits_profile_predictions_loss: 1199.1042 - logcount_predictions_loss: 0.2442 491/2450 [=====>........................] - ETA: 9:58 - loss: 1216.1482 - logits_profile_predictions_loss: 1199.1027 - logcount_predictions_loss: 0.2442 492/2450 [=====>........................] - ETA: 9:57 - loss: 1216.1458 - 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ETA: 10s - loss: 1214.8501 - logits_profile_predictions_loss: 1197.8300 - logcount_predictions_loss: 0.2438 2417/2450 [============================>.] - ETA: 10s - loss: 1214.8501 - logits_profile_predictions_loss: 1197.8300 - logcount_predictions_loss: 0.2438 2418/2450 [============================>.] - ETA: 9s - loss: 1214.8501 - logits_profile_predictions_loss: 1197.8299 - logcount_predictions_loss: 0.2438  2419/2450 [============================>.] - ETA: 9s - loss: 1214.8501 - logits_profile_predictions_loss: 1197.8299 - logcount_predictions_loss: 0.2438 2420/2450 [============================>.] - ETA: 9s - loss: 1214.8501 - logits_profile_predictions_loss: 1197.8299 - logcount_predictions_loss: 0.2438 2421/2450 [============================>.] - ETA: 8s - loss: 1214.8501 - logits_profile_predictions_loss: 1197.8300 - logcount_predictions_loss: 0.2438 2422/2450 [============================>.] - ETA: 8s - loss: 1214.8502 - logits_profile_predictions_loss: 1197.8300 - 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loss: 1214.8506 - logits_profile_predictions_loss: 1197.8303 - logcount_predictions_loss: 0.2438 2430/2450 [============================>.] - ETA: 6s - loss: 1214.8506 - logits_profile_predictions_loss: 1197.8304 - logcount_predictions_loss: 0.2438 2431/2450 [============================>.] - ETA: 5s - loss: 1214.8507 - logits_profile_predictions_loss: 1197.8304 - logcount_predictions_loss: 0.2438 2432/2450 [============================>.] - ETA: 5s - loss: 1214.8507 - logits_profile_predictions_loss: 1197.8304 - logcount_predictions_loss: 0.2438 2433/2450 [============================>.] - ETA: 5s - loss: 1214.8507 - logits_profile_predictions_loss: 1197.8304 - logcount_predictions_loss: 0.2438 2434/2450 [============================>.] - ETA: 4s - loss: 1214.8508 - logits_profile_predictions_loss: 1197.8305 - logcount_predictions_loss: 0.2438 2435/2450 [============================>.] - ETA: 4s - loss: 1214.8508 - logits_profile_predictions_loss: 1197.8305 - logcount_predictions_loss: 0.2438 2436/2450 [============================>.] - ETA: 4s - loss: 1214.8508 - logits_profile_predictions_loss: 1197.8305 - logcount_predictions_loss: 0.2438 2437/2450 [============================>.] - ETA: 3s - loss: 1214.8509 - logits_profile_predictions_loss: 1197.8305 - logcount_predictions_loss: 0.2438 2438/2450 [============================>.] - ETA: 3s - loss: 1214.8509 - logits_profile_predictions_loss: 1197.8305 - logcount_predictions_loss: 0.2438 2439/2450 [============================>.] - ETA: 3s - loss: 1214.8509 - logits_profile_predictions_loss: 1197.8305 - logcount_predictions_loss: 0.2438 2440/2450 [============================>.] - ETA: 3s - loss: 1214.8509 - logits_profile_predictions_loss: 1197.8305 - logcount_predictions_loss: 0.2438 2441/2450 [============================>.] - ETA: 2s - loss: 1214.8509 - logits_profile_predictions_loss: 1197.8305 - logcount_predictions_loss: 0.2438 2442/2450 [============================>.] - ETA: 2s - loss: 1214.8509 - logits_profile_predictions_loss: 1197.8305 - logcount_predictions_loss: 0.2438 2443/2450 [============================>.] - ETA: 2s - loss: 1214.8509 - logits_profile_predictions_loss: 1197.8305 - logcount_predictions_loss: 0.2438 2444/2450 [============================>.] - ETA: 1s - loss: 1214.8509 - logits_profile_predictions_loss: 1197.8305 - logcount_predictions_loss: 0.2438 2445/2450 [============================>.] - ETA: 1s - loss: 1214.8509 - logits_profile_predictions_loss: 1197.8305 - logcount_predictions_loss: 0.2438 2446/2450 [============================>.] - ETA: 1s - loss: 1214.8509 - logits_profile_predictions_loss: 1197.8304 - logcount_predictions_loss: 0.2438 2447/2450 [============================>.] - ETA: 0s - loss: 1214.8509 - logits_profile_predictions_loss: 1197.8304 - logcount_predictions_loss: 0.2438 2448/2450 [============================>.] - ETA: 0s - loss: 1214.8509 - logits_profile_predictions_loss: 1197.8304 - logcount_predictions_loss: 0.2438 2449/2450 [============================>.] - ETA: 0s - loss: 1214.8509 - logits_profile_predictions_loss: 1197.8304 - logcount_predictions_loss: 0.2438 2450/2450 [==============================] - ETA: 0s - loss: 1214.8509 - logits_profile_predictions_loss: 1197.8304 - logcount_predictions_loss: 0.2438 2450/2450 [==============================] - 779s 318ms/step - loss: 1214.8509 - logits_profile_predictions_loss: 1197.8304 - logcount_predictions_loss: 0.2438 - val_loss: 1240.5956 - val_logits_profile_predictions_loss: 1222.6348 - val_logcount_predictions_loss: 0.2573 Epoch 00011: val_loss improved from 1242.99500 to 1240.59558, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR275ICP//chrombpnet_model_feb15_fold_4/chrombpnet.h5 Epoch 12/50 1/2450 [..............................] - ETA: 13:21 - loss: 1279.9583 - logits_profile_predictions_loss: 1266.8038 - logcount_predictions_loss: 0.1885 2/2450 [..............................] - ETA: 12:21 - loss: 1233.5162 - logits_profile_predictions_loss: 1219.7256 - logcount_predictions_loss: 0.1976 3/2450 [..............................] - ETA: 12:20 - loss: 1226.2727 - logits_profile_predictions_loss: 1211.6521 - logcount_predictions_loss: 0.2095 4/2450 [..............................] - ETA: 12:21 - loss: 1235.5757 - logits_profile_predictions_loss: 1220.5418 - logcount_predictions_loss: 0.2154 5/2450 [..............................] - ETA: 12:22 - loss: 1237.1743 - logits_profile_predictions_loss: 1221.7903 - logcount_predictions_loss: 0.2204 6/2450 [..............................] - ETA: 12:21 - loss: 1232.2679 - logits_profile_predictions_loss: 1216.4152 - logcount_predictions_loss: 0.2271 7/2450 [..............................] - ETA: 12:21 - loss: 1225.3450 - logits_profile_predictions_loss: 1208.9953 - logcount_predictions_loss: 0.2342 8/2450 [..............................] - ETA: 12:21 - loss: 1219.7486 - logits_profile_predictions_loss: 1203.0440 - logcount_predictions_loss: 0.2393 9/2450 [..............................] - ETA: 12:21 - loss: 1214.7696 - logits_profile_predictions_loss: 1197.9032 - logcount_predictions_loss: 0.2416 10/2450 [..............................] - ETA: 12:20 - loss: 1211.9715 - logits_profile_predictions_loss: 1194.8715 - logcount_predictions_loss: 0.2450 11/2450 [..............................] - ETA: 12:20 - loss: 1209.2347 - logits_profile_predictions_loss: 1191.9969 - logcount_predictions_loss: 0.2470 12/2450 [..............................] - ETA: 12:20 - loss: 1208.3241 - logits_profile_predictions_loss: 1191.0166 - logcount_predictions_loss: 0.2480 13/2450 [..............................] - ETA: 12:19 - loss: 1208.3133 - logits_profile_predictions_loss: 1190.9705 - logcount_predictions_loss: 0.2485 14/2450 [..............................] - ETA: 12:19 - loss: 1209.0472 - logits_profile_predictions_loss: 1191.7010 - logcount_predictions_loss: 0.2485 15/2450 [..............................] - ETA: 12:19 - loss: 1209.8267 - logits_profile_predictions_loss: 1192.4906 - logcount_predictions_loss: 0.2484 16/2450 [..............................] - ETA: 12:19 - loss: 1210.3105 - logits_profile_predictions_loss: 1192.9803 - logcount_predictions_loss: 0.2483 17/2450 [..............................] - ETA: 12:18 - loss: 1210.8925 - logits_profile_predictions_loss: 1193.5988 - logcount_predictions_loss: 0.2478 18/2450 [..............................] - ETA: 12:18 - loss: 1211.6767 - logits_profile_predictions_loss: 1194.4010 - logcount_predictions_loss: 0.2475 19/2450 [..............................] - ETA: 12:18 - loss: 1212.0237 - logits_profile_predictions_loss: 1194.7563 - logcount_predictions_loss: 0.2474 20/2450 [..............................] - ETA: 12:18 - loss: 1212.3238 - logits_profile_predictions_loss: 1195.0589 - logcount_predictions_loss: 0.2473 21/2450 [..............................] - ETA: 12:17 - loss: 1212.5929 - logits_profile_predictions_loss: 1195.3249 - logcount_predictions_loss: 0.2474 22/2450 [..............................] - ETA: 12:17 - loss: 1212.9278 - logits_profile_predictions_loss: 1195.6527 - logcount_predictions_loss: 0.2475 23/2450 [..............................] - ETA: 12:17 - loss: 1213.1960 - logits_profile_predictions_loss: 1195.8554 - logcount_predictions_loss: 0.2484 24/2450 [..............................] - ETA: 12:16 - loss: 1213.5653 - logits_profile_predictions_loss: 1196.1725 - logcount_predictions_loss: 0.2492 25/2450 [..............................] - ETA: 12:16 - loss: 1213.6540 - logits_profile_predictions_loss: 1196.2210 - logcount_predictions_loss: 0.2498 26/2450 [..............................] - ETA: 12:16 - loss: 1213.6088 - logits_profile_predictions_loss: 1196.1354 - logcount_predictions_loss: 0.2503 27/2450 [..............................] - ETA: 12:15 - loss: 1213.5150 - logits_profile_predictions_loss: 1196.0123 - logcount_predictions_loss: 0.2508 28/2450 [..............................] - ETA: 12:15 - loss: 1213.3261 - logits_profile_predictions_loss: 1195.8073 - logcount_predictions_loss: 0.2510 29/2450 [..............................] - ETA: 12:15 - loss: 1213.2595 - logits_profile_predictions_loss: 1195.7229 - logcount_predictions_loss: 0.2512 30/2450 [..............................] - ETA: 12:15 - loss: 1213.2944 - logits_profile_predictions_loss: 1195.7460 - logcount_predictions_loss: 0.2514 31/2450 [..............................] - ETA: 12:14 - loss: 1213.3057 - logits_profile_predictions_loss: 1195.7459 - logcount_predictions_loss: 0.2516 32/2450 [..............................] - ETA: 12:14 - loss: 1213.1115 - logits_profile_predictions_loss: 1195.5459 - logcount_predictions_loss: 0.2517 33/2450 [..............................] - ETA: 12:14 - loss: 1213.0407 - logits_profile_predictions_loss: 1195.4745 - logcount_predictions_loss: 0.2517 34/2450 [..............................] - ETA: 12:13 - loss: 1212.9375 - logits_profile_predictions_loss: 1195.3672 - logcount_predictions_loss: 0.2517 35/2450 [..............................] - ETA: 12:13 - loss: 1212.8495 - logits_profile_predictions_loss: 1195.2766 - logcount_predictions_loss: 0.2518 36/2450 [..............................] - ETA: 12:13 - loss: 1212.7662 - logits_profile_predictions_loss: 1195.1952 - logcount_predictions_loss: 0.2517 37/2450 [..............................] - ETA: 12:12 - loss: 1212.6763 - logits_profile_predictions_loss: 1195.1074 - logcount_predictions_loss: 0.2517 38/2450 [..............................] - ETA: 12:12 - loss: 1212.5677 - logits_profile_predictions_loss: 1195.0024 - logcount_predictions_loss: 0.2517 39/2450 [..............................] - ETA: 12:12 - loss: 1212.4250 - logits_profile_predictions_loss: 1194.8645 - logcount_predictions_loss: 0.2516 40/2450 [..............................] - ETA: 12:12 - loss: 1212.3442 - logits_profile_predictions_loss: 1194.7873 - logcount_predictions_loss: 0.2515 41/2450 [..............................] - ETA: 12:11 - loss: 1212.2320 - logits_profile_predictions_loss: 1194.6783 - logcount_predictions_loss: 0.2515 42/2450 [..............................] - ETA: 12:11 - loss: 1212.0534 - logits_profile_predictions_loss: 1194.5049 - logcount_predictions_loss: 0.2514 43/2450 [..............................] - ETA: 12:11 - loss: 1211.8641 - logits_profile_predictions_loss: 1194.3241 - logcount_predictions_loss: 0.2513 44/2450 [..............................] - ETA: 12:10 - loss: 1211.7071 - logits_profile_predictions_loss: 1194.1747 - logcount_predictions_loss: 0.2512 45/2450 [..............................] - ETA: 12:10 - loss: 1211.5602 - logits_profile_predictions_loss: 1194.0337 - logcount_predictions_loss: 0.2511 46/2450 [..............................] - ETA: 12:10 - loss: 1211.3522 - logits_profile_predictions_loss: 1193.8293 - logcount_predictions_loss: 0.2510 47/2450 [..............................] - ETA: 12:10 - loss: 1211.1603 - logits_profile_predictions_loss: 1193.6433 - logcount_predictions_loss: 0.2510 48/2450 [..............................] - ETA: 12:09 - loss: 1211.0275 - logits_profile_predictions_loss: 1193.5150 - logcount_predictions_loss: 0.2509 49/2450 [..............................] - ETA: 12:09 - loss: 1210.8773 - logits_profile_predictions_loss: 1193.3696 - logcount_predictions_loss: 0.2508 50/2450 [..............................] - ETA: 12:09 - loss: 1210.7546 - logits_profile_predictions_loss: 1193.2538 - logcount_predictions_loss: 0.2507 51/2450 [..............................] - ETA: 12:08 - loss: 1210.7025 - logits_profile_predictions_loss: 1193.2088 - logcount_predictions_loss: 0.2506 52/2450 [..............................] - ETA: 12:08 - loss: 1210.6319 - logits_profile_predictions_loss: 1193.1422 - logcount_predictions_loss: 0.2506 53/2450 [..............................] - ETA: 12:08 - loss: 1210.6133 - logits_profile_predictions_loss: 1193.1273 - logcount_predictions_loss: 0.2505 54/2450 [..............................] - ETA: 12:07 - loss: 1210.6435 - logits_profile_predictions_loss: 1193.1613 - logcount_predictions_loss: 0.2505 55/2450 [..............................] - ETA: 12:07 - loss: 1210.6693 - logits_profile_predictions_loss: 1193.1928 - logcount_predictions_loss: 0.2504 56/2450 [..............................] - ETA: 12:07 - loss: 1210.6665 - logits_profile_predictions_loss: 1193.1972 - logcount_predictions_loss: 0.2503 57/2450 [..............................] - ETA: 12:07 - loss: 1210.7477 - logits_profile_predictions_loss: 1193.2876 - logcount_predictions_loss: 0.2501 58/2450 [..............................] - ETA: 12:06 - loss: 1210.8571 - logits_profile_predictions_loss: 1193.4065 - logcount_predictions_loss: 0.2500 59/2450 [..............................] - ETA: 12:06 - loss: 1211.0163 - logits_profile_predictions_loss: 1193.5762 - logcount_predictions_loss: 0.2499 60/2450 [..............................] - ETA: 12:06 - loss: 1211.1723 - logits_profile_predictions_loss: 1193.7434 - logcount_predictions_loss: 0.2497 61/2450 [..............................] - ETA: 12:06 - loss: 1211.3164 - logits_profile_predictions_loss: 1193.8974 - logcount_predictions_loss: 0.2496 62/2450 [..............................] - ETA: 12:05 - loss: 1211.4138 - logits_profile_predictions_loss: 1194.0051 - logcount_predictions_loss: 0.2494 63/2450 [..............................] - ETA: 12:05 - loss: 1211.4833 - logits_profile_predictions_loss: 1194.0845 - logcount_predictions_loss: 0.2493 64/2450 [..............................] - ETA: 12:05 - loss: 1211.5601 - logits_profile_predictions_loss: 1194.1705 - logcount_predictions_loss: 0.2491 65/2450 [..............................] - ETA: 12:04 - loss: 1211.6211 - logits_profile_predictions_loss: 1194.2414 - logcount_predictions_loss: 0.2490 66/2450 [..............................] - ETA: 12:04 - loss: 1211.6647 - logits_profile_predictions_loss: 1194.2954 - logcount_predictions_loss: 0.2488 67/2450 [..............................] - ETA: 12:04 - loss: 1211.7340 - logits_profile_predictions_loss: 1194.3740 - logcount_predictions_loss: 0.2487 68/2450 [..............................] - ETA: 12:03 - loss: 1211.7994 - logits_profile_predictions_loss: 1194.4498 - logcount_predictions_loss: 0.2486 69/2450 [..............................] - ETA: 12:03 - loss: 1211.8524 - logits_profile_predictions_loss: 1194.5134 - logcount_predictions_loss: 0.2484 70/2450 [..............................] - ETA: 12:03 - loss: 1211.9026 - logits_profile_predictions_loss: 1194.5730 - logcount_predictions_loss: 0.2483 71/2450 [..............................] - ETA: 12:03 - loss: 1211.9437 - logits_profile_predictions_loss: 1194.6238 - logcount_predictions_loss: 0.2481 72/2450 [..............................] - ETA: 12:02 - loss: 1211.9924 - logits_profile_predictions_loss: 1194.6830 - logcount_predictions_loss: 0.2480 73/2450 [..............................] - ETA: 12:02 - loss: 1212.0797 - logits_profile_predictions_loss: 1194.7804 - logcount_predictions_loss: 0.2478 74/2450 [..............................] - ETA: 12:02 - loss: 1212.1550 - logits_profile_predictions_loss: 1194.8647 - logcount_predictions_loss: 0.2477 75/2450 [..............................] - ETA: 12:02 - loss: 1212.2566 - logits_profile_predictions_loss: 1194.9751 - logcount_predictions_loss: 0.2476 76/2450 [..............................] - ETA: 12:01 - loss: 1212.3588 - logits_profile_predictions_loss: 1195.0860 - logcount_predictions_loss: 0.2475 77/2450 [..............................] - ETA: 12:01 - loss: 1212.4379 - logits_profile_predictions_loss: 1195.1740 - logcount_predictions_loss: 0.2473 78/2450 [..............................] - ETA: 12:01 - loss: 1212.5021 - logits_profile_predictions_loss: 1195.2469 - logcount_predictions_loss: 0.2472 79/2450 [..............................] - ETA: 12:00 - loss: 1212.5534 - logits_profile_predictions_loss: 1195.3062 - logcount_predictions_loss: 0.2471 80/2450 [..............................] - ETA: 12:00 - loss: 1212.6152 - logits_profile_predictions_loss: 1195.3759 - logcount_predictions_loss: 0.2470 81/2450 [..............................] - ETA: 12:00 - loss: 1212.6606 - logits_profile_predictions_loss: 1195.4293 - logcount_predictions_loss: 0.2469 82/2450 [>.............................] - ETA: 11:59 - loss: 1212.6903 - logits_profile_predictions_loss: 1195.4650 - logcount_predictions_loss: 0.2468 83/2450 [>.............................] - ETA: 11:59 - loss: 1212.6990 - logits_profile_predictions_loss: 1195.4795 - logcount_predictions_loss: 0.2467 84/2450 [>.............................] - ETA: 11:59 - loss: 1212.7291 - logits_profile_predictions_loss: 1195.5152 - logcount_predictions_loss: 0.2466 85/2450 [>.............................] - ETA: 11:59 - loss: 1212.7437 - logits_profile_predictions_loss: 1195.5356 - logcount_predictions_loss: 0.2465 86/2450 [>.............................] - ETA: 11:58 - loss: 1212.7642 - 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- ETA: 10:12 - loss: 1208.1397 - logits_profile_predictions_loss: 1191.0909 - logcount_predictions_loss: 0.2442 441/2450 [====>.........................] - ETA: 10:12 - loss: 1208.1443 - logits_profile_predictions_loss: 1191.0956 - logcount_predictions_loss: 0.2442 442/2450 [====>.........................] - ETA: 10:12 - loss: 1208.1494 - logits_profile_predictions_loss: 1191.1008 - logcount_predictions_loss: 0.2442 443/2450 [====>.........................] - ETA: 10:11 - loss: 1208.1546 - logits_profile_predictions_loss: 1191.1061 - logcount_predictions_loss: 0.2442 444/2450 [====>.........................] - ETA: 10:11 - loss: 1208.1604 - logits_profile_predictions_loss: 1191.1119 - logcount_predictions_loss: 0.2442 445/2450 [====>.........................] - ETA: 10:11 - loss: 1208.1667 - logits_profile_predictions_loss: 1191.1182 - logcount_predictions_loss: 0.2442 446/2450 [====>.........................] - ETA: 10:10 - loss: 1208.1722 - logits_profile_predictions_loss: 1191.1239 - logcount_predictions_loss: 0.2442 447/2450 [====>.........................] - ETA: 10:10 - loss: 1208.1774 - logits_profile_predictions_loss: 1191.1291 - logcount_predictions_loss: 0.2442 448/2450 [====>.........................] - ETA: 10:10 - loss: 1208.1827 - logits_profile_predictions_loss: 1191.1345 - logcount_predictions_loss: 0.2442 449/2450 [====>.........................] - ETA: 10:09 - loss: 1208.1877 - logits_profile_predictions_loss: 1191.1395 - logcount_predictions_loss: 0.2442 450/2450 [====>.........................] - ETA: 10:09 - loss: 1208.1919 - logits_profile_predictions_loss: 1191.1437 - logcount_predictions_loss: 0.2442 451/2450 [====>.........................] - ETA: 10:09 - loss: 1208.1958 - logits_profile_predictions_loss: 1191.1477 - logcount_predictions_loss: 0.2442 452/2450 [====>.........................] - ETA: 10:09 - loss: 1208.1997 - logits_profile_predictions_loss: 1191.1516 - logcount_predictions_loss: 0.2442 453/2450 [====>.........................] - ETA: 10:08 - loss: 1208.2035 - logits_profile_predictions_loss: 1191.1554 - logcount_predictions_loss: 0.2442 454/2450 [====>.........................] - ETA: 10:08 - loss: 1208.2079 - logits_profile_predictions_loss: 1191.1599 - logcount_predictions_loss: 0.2442 455/2450 [====>.........................] - ETA: 10:08 - loss: 1208.2118 - logits_profile_predictions_loss: 1191.1639 - logcount_predictions_loss: 0.2442 456/2450 [====>.........................] - ETA: 10:07 - loss: 1208.2154 - logits_profile_predictions_loss: 1191.1675 - logcount_predictions_loss: 0.2442 457/2450 [====>.........................] - ETA: 10:07 - loss: 1208.2188 - logits_profile_predictions_loss: 1191.1710 - logcount_predictions_loss: 0.2442 458/2450 [====>.........................] - ETA: 10:07 - loss: 1208.2223 - logits_profile_predictions_loss: 1191.1745 - logcount_predictions_loss: 0.2442 459/2450 [====>.........................] - ETA: 10:06 - loss: 1208.2258 - logits_profile_predictions_loss: 1191.1781 - logcount_predictions_loss: 0.2442 460/2450 [====>.........................] - ETA: 10:06 - loss: 1208.2291 - logits_profile_predictions_loss: 1191.1815 - logcount_predictions_loss: 0.2442 461/2450 [====>.........................] - ETA: 10:06 - loss: 1208.2322 - logits_profile_predictions_loss: 1191.1846 - logcount_predictions_loss: 0.2442 462/2450 [====>.........................] - ETA: 10:05 - loss: 1208.2353 - logits_profile_predictions_loss: 1191.1877 - logcount_predictions_loss: 0.2442 463/2450 [====>.........................] - ETA: 10:05 - loss: 1208.2381 - logits_profile_predictions_loss: 1191.1906 - logcount_predictions_loss: 0.2442 464/2450 [====>.........................] - ETA: 10:05 - loss: 1208.2411 - logits_profile_predictions_loss: 1191.1936 - logcount_predictions_loss: 0.2442 465/2450 [====>.........................] - ETA: 10:05 - loss: 1208.2441 - logits_profile_predictions_loss: 1191.1967 - logcount_predictions_loss: 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1208.2647 - logits_profile_predictions_loss: 1191.2175 - logcount_predictions_loss: 0.2442 473/2450 [====>.........................] - ETA: 10:02 - loss: 1208.2677 - logits_profile_predictions_loss: 1191.2205 - logcount_predictions_loss: 0.2442 474/2450 [====>.........................] - ETA: 10:02 - loss: 1208.2706 - logits_profile_predictions_loss: 1191.2234 - logcount_predictions_loss: 0.2442 475/2450 [====>.........................] - ETA: 10:02 - loss: 1208.2741 - logits_profile_predictions_loss: 1191.2268 - logcount_predictions_loss: 0.2442 476/2450 [====>.........................] - ETA: 10:01 - loss: 1208.2779 - logits_profile_predictions_loss: 1191.2306 - logcount_predictions_loss: 0.2442 477/2450 [====>.........................] - ETA: 10:01 - loss: 1208.2815 - logits_profile_predictions_loss: 1191.2343 - logcount_predictions_loss: 0.2442 478/2450 [====>.........................] - ETA: 10:01 - loss: 1208.2854 - logits_profile_predictions_loss: 1191.2381 - logcount_predictions_loss: 0.2442 479/2450 [====>.........................] - ETA: 10:00 - loss: 1208.2889 - logits_profile_predictions_loss: 1191.2416 - logcount_predictions_loss: 0.2442 480/2450 [====>.........................] - ETA: 10:00 - loss: 1208.2926 - logits_profile_predictions_loss: 1191.2452 - logcount_predictions_loss: 0.2442 481/2450 [====>.........................] - ETA: 10:00 - loss: 1208.2974 - logits_profile_predictions_loss: 1191.2501 - logcount_predictions_loss: 0.2442 482/2450 [====>.........................] - ETA: 9:59 - loss: 1208.3022 - logits_profile_predictions_loss: 1191.2548 - logcount_predictions_loss: 0.2442  483/2450 [====>.........................] - ETA: 9:59 - loss: 1208.3067 - logits_profile_predictions_loss: 1191.2594 - logcount_predictions_loss: 0.2442 484/2450 [====>.........................] - ETA: 9:59 - loss: 1208.3112 - logits_profile_predictions_loss: 1191.2638 - logcount_predictions_loss: 0.2442 485/2450 [====>.........................] - ETA: 9:59 - loss: 1208.3157 - logits_profile_predictions_loss: 1191.2683 - logcount_predictions_loss: 0.2442 486/2450 [====>.........................] - ETA: 9:58 - loss: 1208.3201 - logits_profile_predictions_loss: 1191.2727 - logcount_predictions_loss: 0.2442 487/2450 [====>.........................] - ETA: 9:58 - loss: 1208.3245 - logits_profile_predictions_loss: 1191.2770 - logcount_predictions_loss: 0.2442 488/2450 [====>.........................] - ETA: 9:58 - loss: 1208.3284 - logits_profile_predictions_loss: 1191.2810 - logcount_predictions_loss: 0.2442 489/2450 [====>.........................] - ETA: 9:57 - loss: 1208.3320 - logits_profile_predictions_loss: 1191.2845 - logcount_predictions_loss: 0.2442 490/2450 [=====>........................] - ETA: 9:57 - loss: 1208.3354 - logits_profile_predictions_loss: 1191.2879 - logcount_predictions_loss: 0.2442 491/2450 [=====>........................] - ETA: 9:57 - loss: 1208.3386 - logits_profile_predictions_loss: 1191.2910 - 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logcount_predictions_loss: 0.2411 2442/2450 [============================>.] - ETA: 2s - loss: 1211.6611 - logits_profile_predictions_loss: 1194.8309 - logcount_predictions_loss: 0.2411 2443/2450 [============================>.] - ETA: 2s - loss: 1211.6618 - logits_profile_predictions_loss: 1194.8317 - logcount_predictions_loss: 0.2411 2444/2450 [============================>.] - ETA: 1s - loss: 1211.6626 - logits_profile_predictions_loss: 1194.8325 - logcount_predictions_loss: 0.2411 2445/2450 [============================>.] - ETA: 1s - loss: 1211.6633 - logits_profile_predictions_loss: 1194.8333 - logcount_predictions_loss: 0.2411 2446/2450 [============================>.] - ETA: 1s - loss: 1211.6641 - logits_profile_predictions_loss: 1194.8341 - logcount_predictions_loss: 0.2411 2447/2450 [============================>.] - ETA: 0s - loss: 1211.6648 - logits_profile_predictions_loss: 1194.8349 - logcount_predictions_loss: 0.2411 2448/2450 [============================>.] - ETA: 0s - loss: 1211.6655 - logits_profile_predictions_loss: 1194.8357 - logcount_predictions_loss: 0.2411 2449/2450 [============================>.] - ETA: 0s - loss: 1211.6663 - logits_profile_predictions_loss: 1194.8365 - logcount_predictions_loss: 0.2411 2450/2450 [==============================] - ETA: 0s - loss: 1211.6670 - logits_profile_predictions_loss: 1194.8373 - logcount_predictions_loss: 0.2411 2450/2450 [==============================] - 776s 317ms/step - loss: 1211.6677 - logits_profile_predictions_loss: 1194.8381 - logcount_predictions_loss: 0.2411 - val_loss: 1260.4061 - val_logits_profile_predictions_loss: 1242.8229 - val_logcount_predictions_loss: 0.2519 Epoch 00012: val_loss did not improve from 1240.59558 Epoch 13/50 1/2450 [..............................] - ETA: 12:51 - loss: 1095.6697 - logits_profile_predictions_loss: 1079.0496 - logcount_predictions_loss: 0.2381 2/2450 [..............................] - ETA: 12:21 - loss: 1115.8712 - logits_profile_predictions_loss: 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ETA: 12:21 - loss: 1175.9726 - logits_profile_predictions_loss: 1161.0912 - logcount_predictions_loss: 0.2132 10/2450 [..............................] - ETA: 12:20 - loss: 1178.7294 - logits_profile_predictions_loss: 1163.9164 - logcount_predictions_loss: 0.2122 11/2450 [..............................] - ETA: 12:20 - loss: 1181.2172 - logits_profile_predictions_loss: 1166.4663 - logcount_predictions_loss: 0.2113 12/2450 [..............................] - ETA: 12:19 - loss: 1183.9306 - logits_profile_predictions_loss: 1169.2314 - logcount_predictions_loss: 0.2106 13/2450 [..............................] - ETA: 12:19 - loss: 1186.8977 - logits_profile_predictions_loss: 1172.2363 - logcount_predictions_loss: 0.2100 14/2450 [..............................] - ETA: 12:19 - loss: 1189.5549 - logits_profile_predictions_loss: 1174.9261 - logcount_predictions_loss: 0.2096 15/2450 [..............................] - ETA: 12:19 - loss: 1192.4788 - logits_profile_predictions_loss: 1177.8841 - logcount_predictions_loss: 0.2091 16/2450 [..............................] - ETA: 12:18 - loss: 1194.8331 - logits_profile_predictions_loss: 1180.2663 - logcount_predictions_loss: 0.2087 17/2450 [..............................] - ETA: 12:18 - loss: 1196.7542 - logits_profile_predictions_loss: 1182.2107 - logcount_predictions_loss: 0.2084 18/2450 [..............................] - ETA: 12:18 - loss: 1198.5247 - logits_profile_predictions_loss: 1183.9990 - logcount_predictions_loss: 0.2081 19/2450 [..............................] - ETA: 12:18 - loss: 1199.7955 - logits_profile_predictions_loss: 1185.2860 - logcount_predictions_loss: 0.2079 20/2450 [..............................] - ETA: 12:18 - loss: 1201.0465 - logits_profile_predictions_loss: 1186.5351 - logcount_predictions_loss: 0.2079 21/2450 [..............................] - ETA: 12:17 - loss: 1201.8416 - logits_profile_predictions_loss: 1187.3385 - logcount_predictions_loss: 0.2078 22/2450 [..............................] - ETA: 12:17 - loss: 1202.4819 - logits_profile_predictions_loss: 1187.9928 - logcount_predictions_loss: 0.2076 23/2450 [..............................] - ETA: 12:17 - loss: 1203.3966 - logits_profile_predictions_loss: 1188.9209 - logcount_predictions_loss: 0.2074 24/2450 [..............................] - ETA: 12:16 - loss: 1204.2145 - logits_profile_predictions_loss: 1189.7454 - logcount_predictions_loss: 0.2073 25/2450 [..............................] - ETA: 12:16 - loss: 1204.8206 - logits_profile_predictions_loss: 1190.3512 - logcount_predictions_loss: 0.2073 26/2450 [..............................] - ETA: 12:16 - loss: 1205.1826 - logits_profile_predictions_loss: 1190.7140 - logcount_predictions_loss: 0.2073 27/2450 [..............................] - ETA: 12:15 - loss: 1205.6351 - logits_profile_predictions_loss: 1191.1587 - logcount_predictions_loss: 0.2074 28/2450 [..............................] - ETA: 12:15 - loss: 1205.8573 - logits_profile_predictions_loss: 1191.3739 - 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12:13 - loss: 1206.7041 - logits_profile_predictions_loss: 1192.1250 - logcount_predictions_loss: 0.2089 36/2450 [..............................] - ETA: 12:13 - loss: 1206.6756 - logits_profile_predictions_loss: 1192.0842 - logcount_predictions_loss: 0.2090 37/2450 [..............................] - ETA: 12:12 - loss: 1206.5940 - logits_profile_predictions_loss: 1191.9883 - logcount_predictions_loss: 0.2093 38/2450 [..............................] - ETA: 12:12 - loss: 1206.4915 - logits_profile_predictions_loss: 1191.8661 - logcount_predictions_loss: 0.2095 39/2450 [..............................] - ETA: 12:12 - loss: 1206.3733 - logits_profile_predictions_loss: 1191.7267 - logcount_predictions_loss: 0.2098 40/2450 [..............................] - ETA: 12:12 - loss: 1206.4130 - logits_profile_predictions_loss: 1191.7430 - logcount_predictions_loss: 0.2102 41/2450 [..............................] - ETA: 12:11 - loss: 1206.4073 - logits_profile_predictions_loss: 1191.7186 - logcount_predictions_loss: 0.2104 42/2450 [..............................] - ETA: 12:11 - loss: 1206.4834 - logits_profile_predictions_loss: 1191.7731 - logcount_predictions_loss: 0.2107 43/2450 [..............................] - ETA: 12:11 - loss: 1206.4705 - logits_profile_predictions_loss: 1191.7387 - logcount_predictions_loss: 0.2111 44/2450 [..............................] - ETA: 12:10 - loss: 1206.4443 - logits_profile_predictions_loss: 1191.6925 - logcount_predictions_loss: 0.2113 45/2450 [..............................] - ETA: 12:10 - loss: 1206.4089 - logits_profile_predictions_loss: 1191.6379 - logcount_predictions_loss: 0.2116 46/2450 [..............................] - ETA: 12:10 - loss: 1206.3926 - logits_profile_predictions_loss: 1191.6022 - logcount_predictions_loss: 0.2119 47/2450 [..............................] - ETA: 12:09 - loss: 1206.4282 - logits_profile_predictions_loss: 1191.6205 - logcount_predictions_loss: 0.2121 48/2450 [..............................] - ETA: 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logcount_predictions_loss: 0.2258 422/2450 [====>.........................] - ETA: 10:17 - loss: 1203.5273 - logits_profile_predictions_loss: 1187.7657 - logcount_predictions_loss: 0.2258 423/2450 [====>.........................] - ETA: 10:17 - loss: 1203.5322 - logits_profile_predictions_loss: 1187.7698 - logcount_predictions_loss: 0.2258 424/2450 [====>.........................] - ETA: 10:17 - loss: 1203.5370 - logits_profile_predictions_loss: 1187.7738 - logcount_predictions_loss: 0.2258 425/2450 [====>.........................] - ETA: 10:16 - loss: 1203.5419 - logits_profile_predictions_loss: 1187.7780 - logcount_predictions_loss: 0.2258 426/2450 [====>.........................] - ETA: 10:16 - loss: 1203.5466 - logits_profile_predictions_loss: 1187.7819 - logcount_predictions_loss: 0.2259 427/2450 [====>.........................] - ETA: 10:16 - loss: 1203.5510 - logits_profile_predictions_loss: 1187.7855 - logcount_predictions_loss: 0.2259 428/2450 [====>.........................] 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[====>.........................] - ETA: 10:12 - loss: 1203.6124 - logits_profile_predictions_loss: 1187.8359 - logcount_predictions_loss: 0.2260 442/2450 [====>.........................] - ETA: 10:11 - loss: 1203.6172 - logits_profile_predictions_loss: 1187.8400 - logcount_predictions_loss: 0.2260 443/2450 [====>.........................] - ETA: 10:11 - loss: 1203.6218 - logits_profile_predictions_loss: 1187.8438 - logcount_predictions_loss: 0.2260 444/2450 [====>.........................] - ETA: 10:11 - loss: 1203.6267 - logits_profile_predictions_loss: 1187.8479 - logcount_predictions_loss: 0.2261 445/2450 [====>.........................] - ETA: 10:10 - loss: 1203.6318 - logits_profile_predictions_loss: 1187.8523 - logcount_predictions_loss: 0.2261 446/2450 [====>.........................] - ETA: 10:10 - loss: 1203.6363 - logits_profile_predictions_loss: 1187.8561 - logcount_predictions_loss: 0.2261 447/2450 [====>.........................] - ETA: 10:10 - loss: 1203.6411 - logits_profile_predictions_loss: 1187.8602 - logcount_predictions_loss: 0.2261 448/2450 [====>.........................] - ETA: 10:09 - loss: 1203.6463 - logits_profile_predictions_loss: 1187.8647 - logcount_predictions_loss: 0.2261 449/2450 [====>.........................] - ETA: 10:09 - loss: 1203.6521 - logits_profile_predictions_loss: 1187.8698 - logcount_predictions_loss: 0.2261 450/2450 [====>.........................] - ETA: 10:09 - loss: 1203.6572 - logits_profile_predictions_loss: 1187.8743 - logcount_predictions_loss: 0.2261 451/2450 [====>.........................] - ETA: 10:09 - loss: 1203.6619 - logits_profile_predictions_loss: 1187.8783 - logcount_predictions_loss: 0.2261 452/2450 [====>.........................] - ETA: 10:08 - loss: 1203.6665 - logits_profile_predictions_loss: 1187.8823 - logcount_predictions_loss: 0.2261 453/2450 [====>.........................] - ETA: 10:08 - loss: 1203.6709 - logits_profile_predictions_loss: 1187.8860 - logcount_predictions_loss: 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loss: 1207.0578 - logits_profile_predictions_loss: 1191.0940 - logcount_predictions_loss: 0.2287 2437/2450 [============================>.] - ETA: 3s - loss: 1207.0584 - logits_profile_predictions_loss: 1191.0944 - logcount_predictions_loss: 0.2287 2438/2450 [============================>.] - ETA: 3s - loss: 1207.0589 - logits_profile_predictions_loss: 1191.0948 - logcount_predictions_loss: 0.2287 2439/2450 [============================>.] - ETA: 3s - loss: 1207.0594 - logits_profile_predictions_loss: 1191.0953 - logcount_predictions_loss: 0.2287 2440/2450 [============================>.] - ETA: 3s - loss: 1207.0600 - logits_profile_predictions_loss: 1191.0957 - logcount_predictions_loss: 0.2287 2441/2450 [============================>.] - ETA: 2s - loss: 1207.0606 - logits_profile_predictions_loss: 1191.0962 - logcount_predictions_loss: 0.2287 2442/2450 [============================>.] - ETA: 2s - loss: 1207.0611 - logits_profile_predictions_loss: 1191.0967 - logcount_predictions_loss: 0.2287 2443/2450 [============================>.] - ETA: 2s - loss: 1207.0617 - logits_profile_predictions_loss: 1191.0972 - logcount_predictions_loss: 0.2287 2444/2450 [============================>.] - ETA: 1s - loss: 1207.0623 - logits_profile_predictions_loss: 1191.0977 - logcount_predictions_loss: 0.2287 2445/2450 [============================>.] - ETA: 1s - loss: 1207.0629 - logits_profile_predictions_loss: 1191.0982 - logcount_predictions_loss: 0.2287 2446/2450 [============================>.] - ETA: 1s - loss: 1207.0635 - logits_profile_predictions_loss: 1191.0986 - logcount_predictions_loss: 0.2287 2447/2450 [============================>.] - ETA: 0s - loss: 1207.0640 - logits_profile_predictions_loss: 1191.0991 - logcount_predictions_loss: 0.2287 2448/2450 [============================>.] - ETA: 0s - loss: 1207.0646 - logits_profile_predictions_loss: 1191.0996 - logcount_predictions_loss: 0.2287 2449/2450 [============================>.] - ETA: 0s - loss: 1207.0652 - logits_profile_predictions_loss: 1191.1000 - logcount_predictions_loss: 0.2287 2450/2450 [==============================] - ETA: 0s - loss: 1207.0657 - logits_profile_predictions_loss: 1191.1005 - logcount_predictions_loss: 0.2287 2450/2450 [==============================] - 777s 317ms/step - loss: 1207.0662 - logits_profile_predictions_loss: 1191.1009 - logcount_predictions_loss: 0.2287 - val_loss: 1252.5011 - val_logits_profile_predictions_loss: 1231.0251 - val_logcount_predictions_loss: 0.3077 Epoch 00013: val_loss did not improve from 1240.59558 Epoch 14/50 1/2450 [..............................] - ETA: 12:45 - loss: 1026.3862 - logits_profile_predictions_loss: 1006.1534 - logcount_predictions_loss: 0.2899 2/2450 [..............................] - ETA: 12:20 - loss: 1078.0681 - logits_profile_predictions_loss: 1059.9090 - logcount_predictions_loss: 0.2602 3/2450 [..............................] - ETA: 12:19 - loss: 1107.3107 - logits_profile_predictions_loss: 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ETA: 11s - loss: 1206.4877 - logits_profile_predictions_loss: 1190.6934 - logcount_predictions_loss: 0.2263 2412/2450 [============================>.] - ETA: 11s - loss: 1206.4883 - logits_profile_predictions_loss: 1190.6939 - logcount_predictions_loss: 0.2263 2413/2450 [============================>.] - ETA: 11s - loss: 1206.4889 - logits_profile_predictions_loss: 1190.6944 - logcount_predictions_loss: 0.2263 2414/2450 [============================>.] - ETA: 10s - loss: 1206.4894 - logits_profile_predictions_loss: 1190.6948 - logcount_predictions_loss: 0.2263 2415/2450 [============================>.] - ETA: 10s - loss: 1206.4900 - logits_profile_predictions_loss: 1190.6953 - logcount_predictions_loss: 0.2263 2416/2450 [============================>.] - ETA: 10s - loss: 1206.4906 - logits_profile_predictions_loss: 1190.6958 - logcount_predictions_loss: 0.2263 2417/2450 [============================>.] - ETA: 10s - loss: 1206.4911 - logits_profile_predictions_loss: 1190.6963 - logcount_predictions_loss: 0.2263 2418/2450 [============================>.] - ETA: 9s - loss: 1206.4917 - logits_profile_predictions_loss: 1190.6967 - logcount_predictions_loss: 0.2263  2419/2450 [============================>.] - ETA: 9s - loss: 1206.4922 - logits_profile_predictions_loss: 1190.6972 - logcount_predictions_loss: 0.2263 2420/2450 [============================>.] - ETA: 9s - loss: 1206.4928 - logits_profile_predictions_loss: 1190.6976 - logcount_predictions_loss: 0.2263 2421/2450 [============================>.] - ETA: 8s - loss: 1206.4933 - logits_profile_predictions_loss: 1190.6981 - logcount_predictions_loss: 0.2263 2422/2450 [============================>.] - ETA: 8s - loss: 1206.4939 - logits_profile_predictions_loss: 1190.6986 - logcount_predictions_loss: 0.2263 2423/2450 [============================>.] - ETA: 8s - loss: 1206.4944 - logits_profile_predictions_loss: 1190.6990 - logcount_predictions_loss: 0.2263 2424/2450 [============================>.] - ETA: 7s - loss: 1206.4950 - logits_profile_predictions_loss: 1190.6995 - logcount_predictions_loss: 0.2263 2425/2450 [============================>.] - ETA: 7s - loss: 1206.4955 - logits_profile_predictions_loss: 1190.7000 - logcount_predictions_loss: 0.2263 2426/2450 [============================>.] - ETA: 7s - loss: 1206.4961 - logits_profile_predictions_loss: 1190.7004 - logcount_predictions_loss: 0.2263 2427/2450 [============================>.] - ETA: 7s - loss: 1206.4966 - logits_profile_predictions_loss: 1190.7009 - logcount_predictions_loss: 0.2263 2428/2450 [============================>.] - ETA: 6s - loss: 1206.4972 - logits_profile_predictions_loss: 1190.7014 - logcount_predictions_loss: 0.2263 2429/2450 [============================>.] - ETA: 6s - loss: 1206.4977 - logits_profile_predictions_loss: 1190.7018 - logcount_predictions_loss: 0.2263 2430/2450 [============================>.] - ETA: 6s - loss: 1206.4982 - logits_profile_predictions_loss: 1190.7022 - logcount_predictions_loss: 0.2263 2431/2450 [============================>.] - ETA: 5s - loss: 1206.4987 - logits_profile_predictions_loss: 1190.7027 - logcount_predictions_loss: 0.2263 2432/2450 [============================>.] - ETA: 5s - loss: 1206.4993 - logits_profile_predictions_loss: 1190.7031 - logcount_predictions_loss: 0.2263 2433/2450 [============================>.] - ETA: 5s - loss: 1206.4998 - logits_profile_predictions_loss: 1190.7036 - logcount_predictions_loss: 0.2263 2434/2450 [============================>.] - ETA: 4s - loss: 1206.5003 - logits_profile_predictions_loss: 1190.7040 - logcount_predictions_loss: 0.2263 2435/2450 [============================>.] - ETA: 4s - loss: 1206.5008 - logits_profile_predictions_loss: 1190.7044 - logcount_predictions_loss: 0.2263 2436/2450 [============================>.] - ETA: 4s - loss: 1206.5013 - logits_profile_predictions_loss: 1190.7048 - logcount_predictions_loss: 0.2263 2437/2450 [============================>.] - ETA: 3s - loss: 1206.5018 - logits_profile_predictions_loss: 1190.7052 - logcount_predictions_loss: 0.2263 2438/2450 [============================>.] - ETA: 3s - loss: 1206.5022 - logits_profile_predictions_loss: 1190.7056 - logcount_predictions_loss: 0.2263 2439/2450 [============================>.] - ETA: 3s - loss: 1206.5027 - logits_profile_predictions_loss: 1190.7059 - logcount_predictions_loss: 0.2263 2440/2450 [============================>.] - ETA: 3s - loss: 1206.5031 - logits_profile_predictions_loss: 1190.7063 - logcount_predictions_loss: 0.2263 2441/2450 [============================>.] - ETA: 2s - loss: 1206.5035 - logits_profile_predictions_loss: 1190.7066 - logcount_predictions_loss: 0.2263 2442/2450 [============================>.] - ETA: 2s - loss: 1206.5040 - logits_profile_predictions_loss: 1190.7070 - logcount_predictions_loss: 0.2263 2443/2450 [============================>.] - ETA: 2s - loss: 1206.5045 - logits_profile_predictions_loss: 1190.7074 - logcount_predictions_loss: 0.2263 2444/2450 [============================>.] - ETA: 1s - loss: 1206.5049 - logits_profile_predictions_loss: 1190.7078 - logcount_predictions_loss: 0.2263 2445/2450 [============================>.] - ETA: 1s - loss: 1206.5054 - logits_profile_predictions_loss: 1190.7082 - logcount_predictions_loss: 0.2263 2446/2450 [============================>.] - ETA: 1s - loss: 1206.5059 - logits_profile_predictions_loss: 1190.7086 - logcount_predictions_loss: 0.2263 2447/2450 [============================>.] - ETA: 0s - loss: 1206.5064 - logits_profile_predictions_loss: 1190.7090 - logcount_predictions_loss: 0.2263 2448/2450 [============================>.] - ETA: 0s - loss: 1206.5069 - logits_profile_predictions_loss: 1190.7094 - logcount_predictions_loss: 0.2263 2449/2450 [============================>.] - ETA: 0s - loss: 1206.5073 - logits_profile_predictions_loss: 1190.7098 - logcount_predictions_loss: 0.2263 2450/2450 [==============================] - ETA: 0s - loss: 1206.5078 - logits_profile_predictions_loss: 1190.7101 - logcount_predictions_loss: 0.2263 2450/2450 [==============================] - 775s 316ms/step - loss: 1206.5083 - logits_profile_predictions_loss: 1190.7105 - logcount_predictions_loss: 0.2263 - val_loss: 1237.2999 - val_logits_profile_predictions_loss: 1218.1627 - val_logcount_predictions_loss: 0.2742 Epoch 00014: val_loss improved from 1240.59558 to 1237.29993, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR275ICP//chrombpnet_model_feb15_fold_4/chrombpnet.h5 Epoch 15/50 1/2450 [..............................] - ETA: 12:55 - loss: 1259.7289 - logits_profile_predictions_loss: 1246.1824 - logcount_predictions_loss: 0.1941 2/2450 [..............................] - ETA: 12:18 - loss: 1269.2215 - logits_profile_predictions_loss: 1256.4517 - logcount_predictions_loss: 0.1829 3/2450 [..............................] - ETA: 12:18 - loss: 1271.0273 - logits_profile_predictions_loss: 1258.4375 - logcount_predictions_loss: 0.1804 4/2450 [..............................] - ETA: 12:18 - loss: 1262.7111 - logits_profile_predictions_loss: 1249.8996 - logcount_predictions_loss: 0.1835 5/2450 [..............................] - ETA: 12:17 - loss: 1255.0923 - logits_profile_predictions_loss: 1242.0517 - logcount_predictions_loss: 0.1868 6/2450 [..............................] - ETA: 12:16 - loss: 1249.6658 - logits_profile_predictions_loss: 1236.3995 - logcount_predictions_loss: 0.1901 7/2450 [..............................] - ETA: 12:15 - loss: 1245.5927 - logits_profile_predictions_loss: 1232.1903 - logcount_predictions_loss: 0.1920 8/2450 [..............................] - ETA: 12:15 - loss: 1241.7484 - logits_profile_predictions_loss: 1228.2661 - logcount_predictions_loss: 0.1932 9/2450 [..............................] - ETA: 12:15 - loss: 1237.7551 - logits_profile_predictions_loss: 1224.1703 - logcount_predictions_loss: 0.1946 10/2450 [..............................] - ETA: 12:14 - loss: 1236.2864 - logits_profile_predictions_loss: 1222.5845 - logcount_predictions_loss: 0.1963 11/2450 [..............................] - ETA: 12:14 - loss: 1234.5115 - logits_profile_predictions_loss: 1220.7166 - logcount_predictions_loss: 0.1976 12/2450 [..............................] - ETA: 12:14 - loss: 1233.2290 - logits_profile_predictions_loss: 1219.3191 - logcount_predictions_loss: 0.1993 13/2450 [..............................] - ETA: 12:13 - loss: 1231.7047 - logits_profile_predictions_loss: 1217.7030 - logcount_predictions_loss: 0.2006 14/2450 [..............................] - ETA: 12:13 - loss: 1230.7565 - logits_profile_predictions_loss: 1216.6901 - logcount_predictions_loss: 0.2015 15/2450 [..............................] - ETA: 12:13 - loss: 1230.1786 - logits_profile_predictions_loss: 1216.0769 - logcount_predictions_loss: 0.2020 16/2450 [..............................] - ETA: 12:12 - loss: 1230.1530 - logits_profile_predictions_loss: 1216.0231 - logcount_predictions_loss: 0.2024 17/2450 [..............................] - ETA: 12:12 - loss: 1230.3648 - logits_profile_predictions_loss: 1216.1996 - logcount_predictions_loss: 0.2029 18/2450 [..............................] - ETA: 12:12 - loss: 1230.6006 - logits_profile_predictions_loss: 1216.3856 - logcount_predictions_loss: 0.2037 19/2450 [..............................] - ETA: 12:11 - loss: 1230.2893 - logits_profile_predictions_loss: 1216.0351 - logcount_predictions_loss: 0.2042 20/2450 [..............................] - ETA: 12:11 - loss: 1229.9024 - logits_profile_predictions_loss: 1215.6099 - logcount_predictions_loss: 0.2048 21/2450 [..............................] - ETA: 12:11 - loss: 1229.5339 - logits_profile_predictions_loss: 1215.1931 - logcount_predictions_loss: 0.2055 22/2450 [..............................] - ETA: 12:11 - loss: 1229.1842 - logits_profile_predictions_loss: 1214.8129 - logcount_predictions_loss: 0.2059 23/2450 [..............................] - ETA: 12:10 - loss: 1228.7860 - logits_profile_predictions_loss: 1214.3938 - logcount_predictions_loss: 0.2062 24/2450 [..............................] - ETA: 12:10 - loss: 1228.3498 - logits_profile_predictions_loss: 1213.9387 - logcount_predictions_loss: 0.2065 25/2450 [..............................] - ETA: 12:10 - loss: 1228.4400 - logits_profile_predictions_loss: 1213.9957 - logcount_predictions_loss: 0.2069 26/2450 [..............................] - ETA: 12:10 - loss: 1228.5310 - logits_profile_predictions_loss: 1214.0644 - logcount_predictions_loss: 0.2073 27/2450 [..............................] - ETA: 12:09 - loss: 1228.4824 - logits_profile_predictions_loss: 1213.9983 - logcount_predictions_loss: 0.2075 28/2450 [..............................] - ETA: 12:09 - loss: 1228.4749 - logits_profile_predictions_loss: 1213.9702 - logcount_predictions_loss: 0.2078 29/2450 [..............................] - ETA: 12:09 - loss: 1228.3660 - logits_profile_predictions_loss: 1213.8417 - logcount_predictions_loss: 0.2081 30/2450 [..............................] - ETA: 12:08 - loss: 1228.1154 - logits_profile_predictions_loss: 1213.5655 - logcount_predictions_loss: 0.2085 31/2450 [..............................] - ETA: 12:08 - loss: 1227.7494 - logits_profile_predictions_loss: 1213.1789 - logcount_predictions_loss: 0.2087 32/2450 [..............................] - ETA: 12:08 - loss: 1227.3449 - logits_profile_predictions_loss: 1212.7524 - logcount_predictions_loss: 0.2091 33/2450 [..............................] - ETA: 12:08 - loss: 1226.9849 - logits_profile_predictions_loss: 1212.3721 - logcount_predictions_loss: 0.2094 34/2450 [..............................] - ETA: 12:07 - loss: 1226.6884 - logits_profile_predictions_loss: 1212.0544 - logcount_predictions_loss: 0.2097 35/2450 [..............................] - ETA: 12:07 - loss: 1226.4648 - logits_profile_predictions_loss: 1211.8058 - logcount_predictions_loss: 0.2100 36/2450 [..............................] - ETA: 12:07 - loss: 1226.1215 - logits_profile_predictions_loss: 1211.4398 - logcount_predictions_loss: 0.2103 37/2450 [..............................] - ETA: 12:07 - loss: 1225.7434 - logits_profile_predictions_loss: 1211.0393 - logcount_predictions_loss: 0.2107 38/2450 [..............................] - ETA: 12:06 - loss: 1225.3929 - logits_profile_predictions_loss: 1210.6695 - logcount_predictions_loss: 0.2109 39/2450 [..............................] - ETA: 12:06 - loss: 1225.0739 - logits_profile_predictions_loss: 1210.3325 - logcount_predictions_loss: 0.2112 40/2450 [..............................] - ETA: 12:06 - loss: 1224.6858 - logits_profile_predictions_loss: 1209.9285 - logcount_predictions_loss: 0.2114 41/2450 [..............................] - ETA: 12:06 - loss: 1224.2417 - logits_profile_predictions_loss: 1209.4717 - logcount_predictions_loss: 0.2116 42/2450 [..............................] - ETA: 12:05 - loss: 1223.8238 - logits_profile_predictions_loss: 1209.0435 - logcount_predictions_loss: 0.2117 43/2450 [..............................] - ETA: 12:05 - loss: 1223.4638 - logits_profile_predictions_loss: 1208.6723 - logcount_predictions_loss: 0.2119 44/2450 [..............................] - ETA: 12:05 - loss: 1223.0526 - logits_profile_predictions_loss: 1208.2515 - logcount_predictions_loss: 0.2120 45/2450 [..............................] - ETA: 12:05 - loss: 1222.5674 - logits_profile_predictions_loss: 1207.7585 - logcount_predictions_loss: 0.2122 46/2450 [..............................] - ETA: 12:04 - loss: 1222.1091 - logits_profile_predictions_loss: 1207.2942 - logcount_predictions_loss: 0.2122 47/2450 [..............................] - ETA: 12:04 - loss: 1221.6475 - logits_profile_predictions_loss: 1206.8292 - logcount_predictions_loss: 0.2123 48/2450 [..............................] - ETA: 12:04 - loss: 1221.2288 - logits_profile_predictions_loss: 1206.4061 - logcount_predictions_loss: 0.2124 49/2450 [..............................] - ETA: 12:04 - loss: 1220.8946 - logits_profile_predictions_loss: 1206.0698 - logcount_predictions_loss: 0.2124 50/2450 [..............................] - ETA: 12:03 - loss: 1220.6251 - logits_profile_predictions_loss: 1205.7972 - logcount_predictions_loss: 0.2124 51/2450 [..............................] - ETA: 12:03 - loss: 1220.3253 - logits_profile_predictions_loss: 1205.4942 - logcount_predictions_loss: 0.2125 52/2450 [..............................] - ETA: 12:03 - loss: 1220.0323 - logits_profile_predictions_loss: 1205.1990 - logcount_predictions_loss: 0.2125 53/2450 [..............................] - ETA: 12:03 - loss: 1219.7092 - logits_profile_predictions_loss: 1204.8732 - logcount_predictions_loss: 0.2125 54/2450 [..............................] - ETA: 12:03 - loss: 1219.3977 - logits_profile_predictions_loss: 1204.5594 - logcount_predictions_loss: 0.2126 55/2450 [..............................] - ETA: 12:02 - loss: 1219.0886 - logits_profile_predictions_loss: 1204.2466 - logcount_predictions_loss: 0.2126 56/2450 [..............................] - ETA: 12:02 - loss: 1218.8337 - logits_profile_predictions_loss: 1203.9879 - logcount_predictions_loss: 0.2127 57/2450 [..............................] - ETA: 12:02 - loss: 1218.5971 - logits_profile_predictions_loss: 1203.7476 - logcount_predictions_loss: 0.2127 58/2450 [..............................] - ETA: 12:02 - loss: 1218.3743 - logits_profile_predictions_loss: 1203.5212 - logcount_predictions_loss: 0.2128 59/2450 [..............................] - ETA: 12:01 - loss: 1218.1284 - logits_profile_predictions_loss: 1203.2729 - logcount_predictions_loss: 0.2128 60/2450 [..............................] - ETA: 12:01 - loss: 1217.8795 - logits_profile_predictions_loss: 1203.0182 - logcount_predictions_loss: 0.2129 61/2450 [..............................] - ETA: 12:01 - loss: 1217.6643 - logits_profile_predictions_loss: 1202.7978 - logcount_predictions_loss: 0.2130 62/2450 [..............................] - ETA: 12:01 - loss: 1217.4469 - logits_profile_predictions_loss: 1202.5758 - logcount_predictions_loss: 0.2131 63/2450 [..............................] - ETA: 12:00 - loss: 1217.2986 - logits_profile_predictions_loss: 1202.4234 - logcount_predictions_loss: 0.2131 64/2450 [..............................] - ETA: 12:00 - loss: 1217.1700 - logits_profile_predictions_loss: 1202.2900 - logcount_predictions_loss: 0.2132 65/2450 [..............................] - ETA: 12:01 - loss: 1217.0257 - logits_profile_predictions_loss: 1202.1408 - logcount_predictions_loss: 0.2133 66/2450 [..............................] - ETA: 12:00 - loss: 1216.8733 - logits_profile_predictions_loss: 1201.9834 - logcount_predictions_loss: 0.2133 67/2450 [..............................] - ETA: 12:00 - loss: 1216.7285 - logits_profile_predictions_loss: 1201.8344 - logcount_predictions_loss: 0.2134 68/2450 [..............................] - ETA: 12:00 - loss: 1216.5682 - logits_profile_predictions_loss: 1201.6691 - logcount_predictions_loss: 0.2135 69/2450 [..............................] - ETA: 11:59 - loss: 1216.3911 - logits_profile_predictions_loss: 1201.4869 - logcount_predictions_loss: 0.2135 70/2450 [..............................] - ETA: 11:59 - loss: 1216.1935 - logits_profile_predictions_loss: 1201.2832 - logcount_predictions_loss: 0.2136 71/2450 [..............................] - ETA: 11:59 - loss: 1216.0330 - logits_profile_predictions_loss: 1201.1159 - logcount_predictions_loss: 0.2137 72/2450 [..............................] - ETA: 11:59 - loss: 1215.9085 - logits_profile_predictions_loss: 1200.9847 - logcount_predictions_loss: 0.2138 73/2450 [..............................] - ETA: 11:58 - loss: 1215.7858 - logits_profile_predictions_loss: 1200.8550 - logcount_predictions_loss: 0.2139 74/2450 [..............................] - ETA: 11:58 - loss: 1215.6718 - logits_profile_predictions_loss: 1200.7338 - logcount_predictions_loss: 0.2140 75/2450 [..............................] - ETA: 11:58 - loss: 1215.5252 - logits_profile_predictions_loss: 1200.5807 - logcount_predictions_loss: 0.2141 76/2450 [..............................] - ETA: 11:58 - loss: 1215.3637 - logits_profile_predictions_loss: 1200.4120 - logcount_predictions_loss: 0.2142 77/2450 [..............................] - ETA: 11:57 - loss: 1215.2244 - logits_profile_predictions_loss: 1200.2667 - logcount_predictions_loss: 0.2143 78/2450 [..............................] - ETA: 11:57 - loss: 1215.0821 - logits_profile_predictions_loss: 1200.1171 - logcount_predictions_loss: 0.2144 79/2450 [..............................] - ETA: 11:57 - loss: 1214.9378 - logits_profile_predictions_loss: 1199.9649 - logcount_predictions_loss: 0.2145 80/2450 [..............................] - ETA: 11:57 - loss: 1214.8014 - logits_profile_predictions_loss: 1199.8214 - logcount_predictions_loss: 0.2146 81/2450 [..............................] - ETA: 11:56 - loss: 1214.6910 - logits_profile_predictions_loss: 1199.7048 - 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9:50 - loss: 1200.5852 - logits_profile_predictions_loss: 1185.2580 - logcount_predictions_loss: 0.2196 514/2450 [=====>........................] - ETA: 9:50 - loss: 1200.5845 - logits_profile_predictions_loss: 1185.2572 - logcount_predictions_loss: 0.2196 515/2450 [=====>........................] - ETA: 9:49 - loss: 1200.5843 - logits_profile_predictions_loss: 1185.2568 - logcount_predictions_loss: 0.2196 516/2450 [=====>........................] - ETA: 9:49 - loss: 1200.5841 - logits_profile_predictions_loss: 1185.2564 - logcount_predictions_loss: 0.2196 517/2450 [=====>........................] - ETA: 9:49 - loss: 1200.5837 - logits_profile_predictions_loss: 1185.2559 - logcount_predictions_loss: 0.2196 518/2450 [=====>........................] - ETA: 9:48 - loss: 1200.5833 - logits_profile_predictions_loss: 1185.2554 - logcount_predictions_loss: 0.2196 519/2450 [=====>........................] - ETA: 9:48 - loss: 1200.5830 - logits_profile_predictions_loss: 1185.2549 - 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9:46 - loss: 1200.5824 - logits_profile_predictions_loss: 1185.2534 - logcount_predictions_loss: 0.2196 527/2450 [=====>........................] - ETA: 9:46 - loss: 1200.5821 - logits_profile_predictions_loss: 1185.2531 - logcount_predictions_loss: 0.2196 528/2450 [=====>........................] - ETA: 9:45 - loss: 1200.5821 - logits_profile_predictions_loss: 1185.2529 - logcount_predictions_loss: 0.2196 529/2450 [=====>........................] - ETA: 9:45 - loss: 1200.5824 - logits_profile_predictions_loss: 1185.2532 - logcount_predictions_loss: 0.2196 530/2450 [=====>........................] - ETA: 9:45 - loss: 1200.5832 - logits_profile_predictions_loss: 1185.2539 - logcount_predictions_loss: 0.2196 531/2450 [=====>........................] - ETA: 9:45 - loss: 1200.5841 - logits_profile_predictions_loss: 1185.2547 - logcount_predictions_loss: 0.2196 532/2450 [=====>........................] - ETA: 9:44 - loss: 1200.5848 - logits_profile_predictions_loss: 1185.2553 - 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9:42 - loss: 1200.5915 - logits_profile_predictions_loss: 1185.2616 - logcount_predictions_loss: 0.2196 540/2450 [=====>........................] - ETA: 9:42 - loss: 1200.5929 - logits_profile_predictions_loss: 1185.2630 - logcount_predictions_loss: 0.2196 541/2450 [=====>........................] - ETA: 9:42 - loss: 1200.5950 - logits_profile_predictions_loss: 1185.2651 - logcount_predictions_loss: 0.2196 542/2450 [=====>........................] - ETA: 9:41 - loss: 1200.5970 - logits_profile_predictions_loss: 1185.2671 - logcount_predictions_loss: 0.2196 543/2450 [=====>........................] - ETA: 9:41 - loss: 1200.5993 - logits_profile_predictions_loss: 1185.2693 - logcount_predictions_loss: 0.2196 544/2450 [=====>........................] - ETA: 9:41 - loss: 1200.6013 - logits_profile_predictions_loss: 1185.2713 - logcount_predictions_loss: 0.2196 545/2450 [=====>........................] - ETA: 9:40 - loss: 1200.6033 - logits_profile_predictions_loss: 1185.2733 - 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loss: 1203.3973 - logits_profile_predictions_loss: 1187.9323 - logcount_predictions_loss: 0.2216 2438/2450 [============================>.] - ETA: 3s - loss: 1203.3978 - logits_profile_predictions_loss: 1187.9327 - logcount_predictions_loss: 0.2216 2439/2450 [============================>.] - ETA: 3s - loss: 1203.3982 - logits_profile_predictions_loss: 1187.9331 - logcount_predictions_loss: 0.2216 2440/2450 [============================>.] - ETA: 3s - loss: 1203.3987 - logits_profile_predictions_loss: 1187.9336 - logcount_predictions_loss: 0.2216 2441/2450 [============================>.] - ETA: 2s - loss: 1203.3992 - logits_profile_predictions_loss: 1187.9340 - logcount_predictions_loss: 0.2216 2442/2450 [============================>.] - ETA: 2s - loss: 1203.3996 - logits_profile_predictions_loss: 1187.9344 - logcount_predictions_loss: 0.2216 2443/2450 [============================>.] - ETA: 2s - loss: 1203.4001 - logits_profile_predictions_loss: 1187.9348 - logcount_predictions_loss: 0.2216 2444/2450 [============================>.] - ETA: 1s - loss: 1203.4005 - logits_profile_predictions_loss: 1187.9352 - logcount_predictions_loss: 0.2216 2445/2450 [============================>.] - ETA: 1s - loss: 1203.4009 - logits_profile_predictions_loss: 1187.9356 - logcount_predictions_loss: 0.2216 2446/2450 [============================>.] - ETA: 1s - loss: 1203.4013 - logits_profile_predictions_loss: 1187.9359 - logcount_predictions_loss: 0.2216 2447/2450 [============================>.] - ETA: 0s - loss: 1203.4018 - logits_profile_predictions_loss: 1187.9363 - logcount_predictions_loss: 0.2216 2448/2450 [============================>.] - ETA: 0s - loss: 1203.4022 - logits_profile_predictions_loss: 1187.9367 - logcount_predictions_loss: 0.2216 2449/2450 [============================>.] - ETA: 0s - loss: 1203.4027 - logits_profile_predictions_loss: 1187.9371 - logcount_predictions_loss: 0.2216 2450/2450 [==============================] - ETA: 0s - loss: 1203.4031 - logits_profile_predictions_loss: 1187.9375 - logcount_predictions_loss: 0.2216 2450/2450 [==============================] - 778s 318ms/step - loss: 1203.4036 - logits_profile_predictions_loss: 1187.9379 - logcount_predictions_loss: 0.2216 - val_loss: 1251.4178 - val_logits_profile_predictions_loss: 1232.5327 - val_logcount_predictions_loss: 0.2706 Epoch 00015: val_loss did not improve from 1237.29993 Epoch 16/50 1/2450 [..............................] - ETA: 12:45 - loss: 1212.6981 - logits_profile_predictions_loss: 1200.6177 - logcount_predictions_loss: 0.1731 2/2450 [..............................] - ETA: 12:24 - loss: 1211.2088 - logits_profile_predictions_loss: 1198.6523 - logcount_predictions_loss: 0.1799 3/2450 [..............................] - ETA: 12:23 - loss: 1220.9132 - logits_profile_predictions_loss: 1208.1964 - logcount_predictions_loss: 0.1822 4/2450 [..............................] - ETA: 12:25 - loss: 1224.5285 - logits_profile_predictions_loss: 1211.4268 - logcount_predictions_loss: 0.1877 5/2450 [..............................] - ETA: 12:25 - loss: 1220.1475 - logits_profile_predictions_loss: 1206.9499 - logcount_predictions_loss: 0.1891 6/2450 [..............................] - ETA: 12:24 - loss: 1217.4619 - logits_profile_predictions_loss: 1204.0560 - logcount_predictions_loss: 0.1921 7/2450 [..............................] - ETA: 12:24 - loss: 1213.3123 - logits_profile_predictions_loss: 1199.6516 - logcount_predictions_loss: 0.1957 8/2450 [..............................] - ETA: 12:24 - loss: 1211.0149 - logits_profile_predictions_loss: 1196.9962 - logcount_predictions_loss: 0.2008 9/2450 [..............................] - ETA: 12:24 - loss: 1209.4648 - logits_profile_predictions_loss: 1195.1671 - logcount_predictions_loss: 0.2048 10/2450 [..............................] - ETA: 12:23 - loss: 1207.7228 - logits_profile_predictions_loss: 1193.2278 - logcount_predictions_loss: 0.2077 11/2450 [..............................] - ETA: 12:23 - loss: 1205.2260 - logits_profile_predictions_loss: 1190.6033 - logcount_predictions_loss: 0.2095 12/2450 [..............................] - ETA: 12:22 - loss: 1203.6506 - logits_profile_predictions_loss: 1188.9328 - logcount_predictions_loss: 0.2109 13/2450 [..............................] - ETA: 12:22 - loss: 1202.3537 - logits_profile_predictions_loss: 1187.5516 - logcount_predictions_loss: 0.2121 14/2450 [..............................] - ETA: 12:22 - loss: 1201.0921 - logits_profile_predictions_loss: 1186.2365 - logcount_predictions_loss: 0.2128 15/2450 [..............................] - ETA: 12:21 - loss: 1200.4025 - logits_profile_predictions_loss: 1185.5271 - logcount_predictions_loss: 0.2131 16/2450 [..............................] - ETA: 12:21 - loss: 1199.7294 - logits_profile_predictions_loss: 1184.8568 - logcount_predictions_loss: 0.2131 17/2450 [..............................] - ETA: 12:21 - loss: 1199.0818 - logits_profile_predictions_loss: 1184.2154 - logcount_predictions_loss: 0.2130 18/2450 [..............................] - ETA: 12:20 - loss: 1198.6351 - logits_profile_predictions_loss: 1183.7694 - logcount_predictions_loss: 0.2130 19/2450 [..............................] - ETA: 12:20 - loss: 1198.1713 - logits_profile_predictions_loss: 1183.3076 - logcount_predictions_loss: 0.2129 20/2450 [..............................] - ETA: 12:20 - loss: 1197.6521 - logits_profile_predictions_loss: 1182.7855 - logcount_predictions_loss: 0.2130 21/2450 [..............................] - ETA: 12:20 - loss: 1197.2112 - logits_profile_predictions_loss: 1182.3236 - logcount_predictions_loss: 0.2133 22/2450 [..............................] - ETA: 12:19 - loss: 1196.8379 - logits_profile_predictions_loss: 1181.9355 - logcount_predictions_loss: 0.2135 23/2450 [..............................] - ETA: 12:19 - loss: 1196.7225 - logits_profile_predictions_loss: 1181.7987 - logcount_predictions_loss: 0.2138 24/2450 [..............................] - ETA: 12:19 - loss: 1196.5874 - logits_profile_predictions_loss: 1181.6407 - logcount_predictions_loss: 0.2141 25/2450 [..............................] - ETA: 12:18 - loss: 1196.5113 - logits_profile_predictions_loss: 1181.5476 - logcount_predictions_loss: 0.2144 26/2450 [..............................] - ETA: 12:18 - loss: 1196.4430 - logits_profile_predictions_loss: 1181.4626 - logcount_predictions_loss: 0.2146 27/2450 [..............................] - ETA: 12:18 - loss: 1196.3098 - logits_profile_predictions_loss: 1181.3057 - logcount_predictions_loss: 0.2150 28/2450 [..............................] - ETA: 12:18 - loss: 1196.2599 - logits_profile_predictions_loss: 1181.2356 - logcount_predictions_loss: 0.2152 29/2450 [..............................] - ETA: 12:17 - loss: 1196.0842 - logits_profile_predictions_loss: 1181.0379 - logcount_predictions_loss: 0.2156 30/2450 [..............................] - ETA: 12:17 - loss: 1195.9996 - logits_profile_predictions_loss: 1180.9388 - logcount_predictions_loss: 0.2158 31/2450 [..............................] - ETA: 12:17 - loss: 1195.9446 - logits_profile_predictions_loss: 1180.8692 - logcount_predictions_loss: 0.2160 32/2450 [..............................] - ETA: 12:17 - loss: 1195.8960 - logits_profile_predictions_loss: 1180.8095 - logcount_predictions_loss: 0.2161 33/2450 [..............................] - ETA: 12:16 - loss: 1195.8409 - logits_profile_predictions_loss: 1180.7450 - logcount_predictions_loss: 0.2163 34/2450 [..............................] - ETA: 12:16 - loss: 1195.9088 - logits_profile_predictions_loss: 1180.8034 - logcount_predictions_loss: 0.2164 35/2450 [..............................] - ETA: 12:16 - loss: 1195.9384 - logits_profile_predictions_loss: 1180.8255 - logcount_predictions_loss: 0.2165 36/2450 [..............................] - ETA: 12:15 - loss: 1195.9924 - logits_profile_predictions_loss: 1180.8750 - logcount_predictions_loss: 0.2166 37/2450 [..............................] - ETA: 12:15 - loss: 1196.0768 - logits_profile_predictions_loss: 1180.9549 - logcount_predictions_loss: 0.2166 38/2450 [..............................] - ETA: 12:15 - loss: 1196.1466 - logits_profile_predictions_loss: 1181.0175 - logcount_predictions_loss: 0.2167 39/2450 [..............................] - ETA: 12:15 - loss: 1196.1683 - logits_profile_predictions_loss: 1181.0320 - logcount_predictions_loss: 0.2169 40/2450 [..............................] - ETA: 12:14 - loss: 1196.1849 - logits_profile_predictions_loss: 1181.0386 - logcount_predictions_loss: 0.2170 41/2450 [..............................] - ETA: 12:14 - loss: 1196.3124 - logits_profile_predictions_loss: 1181.1568 - logcount_predictions_loss: 0.2171 42/2450 [..............................] - ETA: 12:14 - loss: 1196.4693 - logits_profile_predictions_loss: 1181.3046 - logcount_predictions_loss: 0.2173 43/2450 [..............................] - ETA: 12:13 - loss: 1196.6595 - logits_profile_predictions_loss: 1181.4856 - logcount_predictions_loss: 0.2174 44/2450 [..............................] - ETA: 12:13 - loss: 1196.9679 - logits_profile_predictions_loss: 1181.7862 - logcount_predictions_loss: 0.2175 45/2450 [..............................] - ETA: 12:13 - loss: 1197.2578 - logits_profile_predictions_loss: 1182.0694 - logcount_predictions_loss: 0.2176 46/2450 [..............................] - ETA: 12:13 - loss: 1197.5649 - logits_profile_predictions_loss: 1182.3707 - logcount_predictions_loss: 0.2177 47/2450 [..............................] - ETA: 12:12 - loss: 1197.7921 - logits_profile_predictions_loss: 1182.5933 - logcount_predictions_loss: 0.2177 48/2450 [..............................] - ETA: 12:12 - loss: 1198.0008 - logits_profile_predictions_loss: 1182.8006 - logcount_predictions_loss: 0.2178 49/2450 [..............................] - ETA: 12:12 - loss: 1198.1939 - logits_profile_predictions_loss: 1182.9941 - logcount_predictions_loss: 0.2178 50/2450 [..............................] - ETA: 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logcount_predictions_loss: 0.2203 424/2450 [====>.........................] - ETA: 10:19 - loss: 1206.6413 - logits_profile_predictions_loss: 1191.2659 - logcount_predictions_loss: 0.2203 425/2450 [====>.........................] - ETA: 10:18 - loss: 1206.6312 - logits_profile_predictions_loss: 1191.2548 - logcount_predictions_loss: 0.2203 426/2450 [====>.........................] - ETA: 10:18 - loss: 1206.6218 - logits_profile_predictions_loss: 1191.2446 - logcount_predictions_loss: 0.2203 427/2450 [====>.........................] - ETA: 10:18 - loss: 1206.6125 - logits_profile_predictions_loss: 1191.2344 - logcount_predictions_loss: 0.2203 428/2450 [====>.........................] - ETA: 10:18 - loss: 1206.6026 - logits_profile_predictions_loss: 1191.2236 - logcount_predictions_loss: 0.2203 429/2450 [====>.........................] - ETA: 10:17 - loss: 1206.5921 - logits_profile_predictions_loss: 1191.2122 - logcount_predictions_loss: 0.2203 430/2450 [====>.........................] 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[====>.........................] - ETA: 10:13 - loss: 1206.4419 - logits_profile_predictions_loss: 1191.0505 - logcount_predictions_loss: 0.2205 444/2450 [====>.........................] - ETA: 10:13 - loss: 1206.4309 - logits_profile_predictions_loss: 1191.0387 - logcount_predictions_loss: 0.2205 445/2450 [====>.........................] - ETA: 10:12 - loss: 1206.4196 - logits_profile_predictions_loss: 1191.0266 - logcount_predictions_loss: 0.2205 446/2450 [====>.........................] - ETA: 10:12 - loss: 1206.4079 - logits_profile_predictions_loss: 1191.0142 - logcount_predictions_loss: 0.2205 447/2450 [====>.........................] - ETA: 10:12 - loss: 1206.3966 - logits_profile_predictions_loss: 1191.0021 - logcount_predictions_loss: 0.2206 448/2450 [====>.........................] - ETA: 10:11 - loss: 1206.3857 - logits_profile_predictions_loss: 1190.9904 - logcount_predictions_loss: 0.2206 449/2450 [====>.........................] - ETA: 10:11 - loss: 1206.3757 - logits_profile_predictions_loss: 1190.9797 - logcount_predictions_loss: 0.2206 450/2450 [====>.........................] - ETA: 10:11 - loss: 1206.3659 - logits_profile_predictions_loss: 1190.9691 - logcount_predictions_loss: 0.2206 451/2450 [====>.........................] - ETA: 10:11 - loss: 1206.3572 - logits_profile_predictions_loss: 1190.9597 - logcount_predictions_loss: 0.2206 452/2450 [====>.........................] - ETA: 10:10 - loss: 1206.3483 - logits_profile_predictions_loss: 1190.9501 - logcount_predictions_loss: 0.2206 453/2450 [====>.........................] - ETA: 10:10 - loss: 1206.3390 - logits_profile_predictions_loss: 1190.9401 - logcount_predictions_loss: 0.2206 454/2450 [====>.........................] - ETA: 10:10 - loss: 1206.3305 - logits_profile_predictions_loss: 1190.9309 - logcount_predictions_loss: 0.2206 455/2450 [====>.........................] - ETA: 10:09 - loss: 1206.3228 - logits_profile_predictions_loss: 1190.9226 - logcount_predictions_loss: 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logcount_predictions_loss: 0.2210 2438/2450 [============================>.] - ETA: 3s - loss: 1202.8580 - logits_profile_predictions_loss: 1187.4349 - logcount_predictions_loss: 0.2210 2439/2450 [============================>.] - ETA: 3s - loss: 1202.8579 - logits_profile_predictions_loss: 1187.4348 - logcount_predictions_loss: 0.2210 2440/2450 [============================>.] - ETA: 3s - loss: 1202.8578 - logits_profile_predictions_loss: 1187.4347 - logcount_predictions_loss: 0.2210 2441/2450 [============================>.] - ETA: 2s - loss: 1202.8577 - logits_profile_predictions_loss: 1187.4346 - logcount_predictions_loss: 0.2210 2442/2450 [============================>.] - ETA: 2s - loss: 1202.8575 - logits_profile_predictions_loss: 1187.4345 - logcount_predictions_loss: 0.2210 2443/2450 [============================>.] - ETA: 2s - loss: 1202.8574 - logits_profile_predictions_loss: 1187.4343 - logcount_predictions_loss: 0.2210 2444/2450 [============================>.] - ETA: 1s - loss: 1202.8573 - logits_profile_predictions_loss: 1187.4342 - logcount_predictions_loss: 0.2210 2445/2450 [============================>.] - ETA: 1s - loss: 1202.8571 - logits_profile_predictions_loss: 1187.4340 - logcount_predictions_loss: 0.2210 2446/2450 [============================>.] - ETA: 1s - loss: 1202.8569 - logits_profile_predictions_loss: 1187.4338 - logcount_predictions_loss: 0.2210 2447/2450 [============================>.] - ETA: 0s - loss: 1202.8567 - logits_profile_predictions_loss: 1187.4336 - logcount_predictions_loss: 0.2210 2448/2450 [============================>.] - ETA: 0s - loss: 1202.8565 - logits_profile_predictions_loss: 1187.4335 - logcount_predictions_loss: 0.2210 2449/2450 [============================>.] - ETA: 0s - loss: 1202.8563 - logits_profile_predictions_loss: 1187.4333 - logcount_predictions_loss: 0.2210 2450/2450 [==============================] - ETA: 0s - loss: 1202.8561 - logits_profile_predictions_loss: 1187.4331 - logcount_predictions_loss: 0.2210 2450/2450 [==============================] - 778s 318ms/step - loss: 1202.8560 - logits_profile_predictions_loss: 1187.4329 - logcount_predictions_loss: 0.2210 - val_loss: 1248.9326 - val_logits_profile_predictions_loss: 1228.8617 - val_logcount_predictions_loss: 0.2876 Epoch 00016: val_loss did not improve from 1237.29993 Epoch 17/50 1/2450 [..............................] - ETA: 12:44 - loss: 1173.7435 - logits_profile_predictions_loss: 1152.8289 - logcount_predictions_loss: 0.2996 2/2450 [..............................] - ETA: 12:23 - loss: 1172.4943 - logits_profile_predictions_loss: 1154.4867 - logcount_predictions_loss: 0.2580 3/2450 [..............................] - ETA: 12:23 - loss: 1171.6694 - logits_profile_predictions_loss: 1154.8319 - logcount_predictions_loss: 0.2412 4/2450 [..............................] - ETA: 12:24 - loss: 1176.7159 - logits_profile_predictions_loss: 1160.3918 - logcount_predictions_loss: 0.2339 5/2450 [..............................] - ETA: 12:24 - loss: 1179.1805 - logits_profile_predictions_loss: 1163.1214 - logcount_predictions_loss: 0.2301 6/2450 [..............................] - ETA: 12:23 - loss: 1176.6802 - logits_profile_predictions_loss: 1160.7829 - logcount_predictions_loss: 0.2278 7/2450 [..............................] - ETA: 12:23 - loss: 1178.3167 - logits_profile_predictions_loss: 1162.2569 - logcount_predictions_loss: 0.2301 8/2450 [..............................] - ETA: 12:23 - loss: 1180.0910 - logits_profile_predictions_loss: 1164.0099 - logcount_predictions_loss: 0.2304 9/2450 [..............................] - ETA: 12:23 - loss: 1180.8084 - logits_profile_predictions_loss: 1164.8123 - logcount_predictions_loss: 0.2292 10/2450 [..............................] - ETA: 12:22 - loss: 1181.3761 - logits_profile_predictions_loss: 1165.4517 - logcount_predictions_loss: 0.2281 11/2450 [..............................] - ETA: 12:22 - loss: 1182.1519 - logits_profile_predictions_loss: 1166.2947 - logcount_predictions_loss: 0.2272 12/2450 [..............................] - ETA: 12:22 - loss: 1182.3468 - logits_profile_predictions_loss: 1166.5871 - logcount_predictions_loss: 0.2258 13/2450 [..............................] - ETA: 12:21 - loss: 1184.0241 - logits_profile_predictions_loss: 1168.3486 - logcount_predictions_loss: 0.2246 14/2450 [..............................] - ETA: 12:21 - loss: 1185.3211 - logits_profile_predictions_loss: 1169.6700 - logcount_predictions_loss: 0.2242 15/2450 [..............................] - ETA: 12:21 - loss: 1187.2136 - logits_profile_predictions_loss: 1171.5835 - logcount_predictions_loss: 0.2239 16/2450 [..............................] - ETA: 12:21 - loss: 1189.0953 - logits_profile_predictions_loss: 1173.4841 - logcount_predictions_loss: 0.2237 17/2450 [..............................] - ETA: 12:20 - loss: 1190.8909 - logits_profile_predictions_loss: 1175.3174 - logcount_predictions_loss: 0.2231 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logits_profile_predictions_loss: 1180.5901 - logcount_predictions_loss: 0.2227 25/2450 [..............................] - ETA: 12:18 - loss: 1196.3475 - logits_profile_predictions_loss: 1180.7893 - logcount_predictions_loss: 0.2229 26/2450 [..............................] - ETA: 12:18 - loss: 1196.6430 - logits_profile_predictions_loss: 1181.0781 - logcount_predictions_loss: 0.2230 27/2450 [..............................] - ETA: 12:17 - loss: 1196.8377 - logits_profile_predictions_loss: 1181.2663 - logcount_predictions_loss: 0.2231 28/2450 [..............................] - ETA: 12:17 - loss: 1196.9575 - logits_profile_predictions_loss: 1181.3792 - logcount_predictions_loss: 0.2232 29/2450 [..............................] - ETA: 12:17 - loss: 1196.9986 - logits_profile_predictions_loss: 1181.4195 - logcount_predictions_loss: 0.2232 30/2450 [..............................] - ETA: 12:17 - loss: 1197.0150 - logits_profile_predictions_loss: 1181.4326 - logcount_predictions_loss: 0.2232 31/2450 [..............................] - ETA: 12:16 - loss: 1197.0221 - logits_profile_predictions_loss: 1181.4402 - logcount_predictions_loss: 0.2232 32/2450 [..............................] - ETA: 12:16 - loss: 1196.9391 - logits_profile_predictions_loss: 1181.3586 - logcount_predictions_loss: 0.2232 33/2450 [..............................] - ETA: 12:16 - loss: 1196.7889 - logits_profile_predictions_loss: 1181.2113 - logcount_predictions_loss: 0.2232 34/2450 [..............................] - ETA: 12:15 - loss: 1196.7138 - logits_profile_predictions_loss: 1181.1429 - logcount_predictions_loss: 0.2231 35/2450 [..............................] - ETA: 12:15 - loss: 1196.5273 - logits_profile_predictions_loss: 1180.9615 - logcount_predictions_loss: 0.2230 36/2450 [..............................] - ETA: 12:15 - loss: 1196.3912 - logits_profile_predictions_loss: 1180.8326 - logcount_predictions_loss: 0.2229 37/2450 [..............................] - ETA: 12:14 - loss: 1196.3353 - logits_profile_predictions_loss: 1180.7850 - logcount_predictions_loss: 0.2228 38/2450 [..............................] - ETA: 12:14 - loss: 1196.3063 - logits_profile_predictions_loss: 1180.7657 - logcount_predictions_loss: 0.2226 39/2450 [..............................] - ETA: 12:14 - loss: 1196.2825 - logits_profile_predictions_loss: 1180.7514 - logcount_predictions_loss: 0.2225 40/2450 [..............................] - ETA: 12:14 - loss: 1196.2453 - logits_profile_predictions_loss: 1180.7241 - logcount_predictions_loss: 0.2224 41/2450 [..............................] - ETA: 12:13 - loss: 1196.1870 - logits_profile_predictions_loss: 1180.6742 - logcount_predictions_loss: 0.2222 42/2450 [..............................] - ETA: 12:13 - loss: 1196.0733 - logits_profile_predictions_loss: 1180.5685 - logcount_predictions_loss: 0.2221 43/2450 [..............................] - ETA: 12:13 - loss: 1195.9668 - logits_profile_predictions_loss: 1180.4705 - logcount_predictions_loss: 0.2220 44/2450 [..............................] - ETA: 12:13 - loss: 1195.8390 - logits_profile_predictions_loss: 1180.3509 - logcount_predictions_loss: 0.2219 45/2450 [..............................] - ETA: 12:12 - loss: 1195.7372 - logits_profile_predictions_loss: 1180.2597 - logcount_predictions_loss: 0.2217 46/2450 [..............................] - ETA: 12:12 - loss: 1195.6700 - logits_profile_predictions_loss: 1180.2031 - logcount_predictions_loss: 0.2216 47/2450 [..............................] - ETA: 12:12 - loss: 1195.6231 - logits_profile_predictions_loss: 1180.1669 - logcount_predictions_loss: 0.2214 48/2450 [..............................] - ETA: 12:11 - loss: 1195.4979 - logits_profile_predictions_loss: 1180.0502 - logcount_predictions_loss: 0.2213 49/2450 [..............................] - ETA: 12:11 - loss: 1195.3630 - logits_profile_predictions_loss: 1179.9244 - logcount_predictions_loss: 0.2212 50/2450 [..............................] - ETA: 12:11 - loss: 1195.2654 - logits_profile_predictions_loss: 1179.8367 - logcount_predictions_loss: 0.2210 51/2450 [..............................] - ETA: 12:11 - loss: 1195.1464 - logits_profile_predictions_loss: 1179.7289 - logcount_predictions_loss: 0.2209 52/2450 [..............................] - ETA: 12:10 - loss: 1195.0575 - logits_profile_predictions_loss: 1179.6516 - logcount_predictions_loss: 0.2207 53/2450 [..............................] - ETA: 12:10 - loss: 1195.0024 - logits_profile_predictions_loss: 1179.6064 - logcount_predictions_loss: 0.2206 54/2450 [..............................] - ETA: 12:10 - loss: 1194.9836 - logits_profile_predictions_loss: 1179.5958 - logcount_predictions_loss: 0.2205 55/2450 [..............................] - ETA: 12:09 - loss: 1194.9670 - logits_profile_predictions_loss: 1179.5823 - logcount_predictions_loss: 0.2204 56/2450 [..............................] - ETA: 12:09 - loss: 1194.9573 - logits_profile_predictions_loss: 1179.5755 - logcount_predictions_loss: 0.2204 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- ETA: 11:21 - loss: 1191.0683 - logits_profile_predictions_loss: 1176.1423 - logcount_predictions_loss: 0.2138 219/2450 [=>............................] - ETA: 11:21 - loss: 1191.0746 - logits_profile_predictions_loss: 1176.1493 - logcount_predictions_loss: 0.2138 220/2450 [=>............................] - ETA: 11:20 - loss: 1191.0814 - logits_profile_predictions_loss: 1176.1569 - logcount_predictions_loss: 0.2138 221/2450 [=>............................] - ETA: 11:20 - loss: 1191.0866 - logits_profile_predictions_loss: 1176.1629 - logcount_predictions_loss: 0.2138 222/2450 [=>............................] - ETA: 11:20 - loss: 1191.0960 - logits_profile_predictions_loss: 1176.1728 - logcount_predictions_loss: 0.2138 223/2450 [=>............................] - ETA: 11:19 - loss: 1191.1035 - logits_profile_predictions_loss: 1176.1810 - logcount_predictions_loss: 0.2138 224/2450 [=>............................] - ETA: 11:19 - loss: 1191.1095 - logits_profile_predictions_loss: 1176.1877 - logcount_predictions_loss: 0.2138 225/2450 [=>............................] - ETA: 11:19 - loss: 1191.1180 - logits_profile_predictions_loss: 1176.1968 - logcount_predictions_loss: 0.2138 226/2450 [=>............................] - ETA: 11:18 - loss: 1191.1266 - logits_profile_predictions_loss: 1176.2061 - logcount_predictions_loss: 0.2138 227/2450 [=>............................] - ETA: 11:18 - loss: 1191.1314 - logits_profile_predictions_loss: 1176.2115 - logcount_predictions_loss: 0.2137 228/2450 [=>............................] - ETA: 11:18 - loss: 1191.1358 - logits_profile_predictions_loss: 1176.2167 - logcount_predictions_loss: 0.2137 229/2450 [=>............................] - ETA: 11:18 - loss: 1191.1416 - logits_profile_predictions_loss: 1176.2233 - logcount_predictions_loss: 0.2137 230/2450 [=>............................] - ETA: 11:17 - loss: 1191.1472 - logits_profile_predictions_loss: 1176.2297 - logcount_predictions_loss: 0.2137 231/2450 [=>............................] - ETA: 11:17 - loss: 1191.1555 - logits_profile_predictions_loss: 1176.2389 - logcount_predictions_loss: 0.2137 232/2450 [=>............................] - ETA: 11:17 - loss: 1191.1634 - logits_profile_predictions_loss: 1176.2476 - logcount_predictions_loss: 0.2137 233/2450 [=>............................] - ETA: 11:16 - loss: 1191.1708 - logits_profile_predictions_loss: 1176.2559 - logcount_predictions_loss: 0.2137 234/2450 [=>............................] - ETA: 11:16 - loss: 1191.1798 - logits_profile_predictions_loss: 1176.2657 - logcount_predictions_loss: 0.2137 235/2450 [=>............................] - ETA: 11:16 - loss: 1191.1882 - logits_profile_predictions_loss: 1176.2750 - logcount_predictions_loss: 0.2137 236/2450 [=>............................] - ETA: 11:15 - loss: 1191.1959 - logits_profile_predictions_loss: 1176.2837 - logcount_predictions_loss: 0.2136 237/2450 [=>............................] - ETA: 11:15 - loss: 1191.2023 - 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- ETA: 11:07 - loss: 1191.3411 - logits_profile_predictions_loss: 1176.4467 - logcount_predictions_loss: 0.2134 264/2450 [==>...........................] - ETA: 11:07 - loss: 1191.3463 - logits_profile_predictions_loss: 1176.4525 - logcount_predictions_loss: 0.2134 265/2450 [==>...........................] - ETA: 11:07 - loss: 1191.3520 - logits_profile_predictions_loss: 1176.4588 - logcount_predictions_loss: 0.2134 266/2450 [==>...........................] - ETA: 11:06 - loss: 1191.3584 - logits_profile_predictions_loss: 1176.4659 - logcount_predictions_loss: 0.2134 267/2450 [==>...........................] - ETA: 11:06 - loss: 1191.3633 - logits_profile_predictions_loss: 1176.4715 - logcount_predictions_loss: 0.2133 268/2450 [==>...........................] - ETA: 11:06 - loss: 1191.3690 - logits_profile_predictions_loss: 1176.4779 - logcount_predictions_loss: 0.2133 269/2450 [==>...........................] - ETA: 11:05 - loss: 1191.3744 - logits_profile_predictions_loss: 1176.4841 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ETA: 11s - loss: 1195.7403 - logits_profile_predictions_loss: 1180.9751 - logcount_predictions_loss: 0.2115 2413/2450 [============================>.] - ETA: 11s - loss: 1195.7414 - logits_profile_predictions_loss: 1180.9762 - logcount_predictions_loss: 0.2115 2414/2450 [============================>.] - ETA: 11s - loss: 1195.7425 - logits_profile_predictions_loss: 1180.9773 - logcount_predictions_loss: 0.2115 2415/2450 [============================>.] - ETA: 10s - loss: 1195.7436 - logits_profile_predictions_loss: 1180.9784 - logcount_predictions_loss: 0.2115 2416/2450 [============================>.] - ETA: 10s - loss: 1195.7448 - logits_profile_predictions_loss: 1180.9795 - logcount_predictions_loss: 0.2115 2417/2450 [============================>.] - ETA: 10s - loss: 1195.7459 - logits_profile_predictions_loss: 1180.9806 - logcount_predictions_loss: 0.2115 2418/2450 [============================>.] - ETA: 9s - loss: 1195.7471 - logits_profile_predictions_loss: 1180.9818 - logcount_predictions_loss: 0.2115  2419/2450 [============================>.] - ETA: 9s - loss: 1195.7482 - logits_profile_predictions_loss: 1180.9829 - logcount_predictions_loss: 0.2115 2420/2450 [============================>.] - ETA: 9s - loss: 1195.7494 - logits_profile_predictions_loss: 1180.9841 - logcount_predictions_loss: 0.2115 2421/2450 [============================>.] - ETA: 8s - loss: 1195.7506 - logits_profile_predictions_loss: 1180.9853 - logcount_predictions_loss: 0.2115 2422/2450 [============================>.] - ETA: 8s - loss: 1195.7517 - logits_profile_predictions_loss: 1180.9864 - logcount_predictions_loss: 0.2115 2423/2450 [============================>.] - ETA: 8s - loss: 1195.7529 - logits_profile_predictions_loss: 1180.9875 - logcount_predictions_loss: 0.2115 2424/2450 [============================>.] - ETA: 7s - loss: 1195.7540 - logits_profile_predictions_loss: 1180.9887 - logcount_predictions_loss: 0.2115 2425/2450 [============================>.] - ETA: 7s - loss: 1195.7552 - logits_profile_predictions_loss: 1180.9898 - logcount_predictions_loss: 0.2115 2426/2450 [============================>.] - ETA: 7s - loss: 1195.7563 - logits_profile_predictions_loss: 1180.9910 - logcount_predictions_loss: 0.2115 2427/2450 [============================>.] - ETA: 7s - loss: 1195.7575 - logits_profile_predictions_loss: 1180.9921 - logcount_predictions_loss: 0.2115 2428/2450 [============================>.] - ETA: 6s - loss: 1195.7587 - logits_profile_predictions_loss: 1180.9933 - logcount_predictions_loss: 0.2115 2429/2450 [============================>.] - ETA: 6s - loss: 1195.7598 - logits_profile_predictions_loss: 1180.9944 - logcount_predictions_loss: 0.2115 2430/2450 [============================>.] - ETA: 6s - loss: 1195.7610 - logits_profile_predictions_loss: 1180.9955 - logcount_predictions_loss: 0.2115 2431/2450 [============================>.] - ETA: 5s - loss: 1195.7622 - logits_profile_predictions_loss: 1180.9967 - logcount_predictions_loss: 0.2115 2432/2450 [============================>.] - ETA: 5s - loss: 1195.7633 - logits_profile_predictions_loss: 1180.9979 - logcount_predictions_loss: 0.2115 2433/2450 [============================>.] - ETA: 5s - loss: 1195.7645 - logits_profile_predictions_loss: 1180.9991 - logcount_predictions_loss: 0.2115 2434/2450 [============================>.] - ETA: 4s - loss: 1195.7657 - logits_profile_predictions_loss: 1181.0002 - logcount_predictions_loss: 0.2115 2435/2450 [============================>.] - ETA: 4s - loss: 1195.7669 - logits_profile_predictions_loss: 1181.0014 - logcount_predictions_loss: 0.2115 2436/2450 [============================>.] - ETA: 4s - loss: 1195.7681 - logits_profile_predictions_loss: 1181.0026 - logcount_predictions_loss: 0.2115 2437/2450 [============================>.] - ETA: 3s - loss: 1195.7693 - logits_profile_predictions_loss: 1181.0038 - logcount_predictions_loss: 0.2115 2438/2450 [============================>.] - ETA: 3s - loss: 1195.7705 - logits_profile_predictions_loss: 1181.0049 - logcount_predictions_loss: 0.2115 2439/2450 [============================>.] - ETA: 3s - loss: 1195.7716 - logits_profile_predictions_loss: 1181.0061 - logcount_predictions_loss: 0.2115 2440/2450 [============================>.] - ETA: 3s - loss: 1195.7729 - logits_profile_predictions_loss: 1181.0073 - logcount_predictions_loss: 0.2115 2441/2450 [============================>.] - ETA: 2s - loss: 1195.7741 - logits_profile_predictions_loss: 1181.0085 - logcount_predictions_loss: 0.2115 2442/2450 [============================>.] - ETA: 2s - loss: 1195.7753 - logits_profile_predictions_loss: 1181.0097 - logcount_predictions_loss: 0.2115 2443/2450 [============================>.] - ETA: 2s - loss: 1195.7765 - logits_profile_predictions_loss: 1181.0109 - logcount_predictions_loss: 0.2115 2444/2450 [============================>.] - ETA: 1s - loss: 1195.7777 - logits_profile_predictions_loss: 1181.0121 - logcount_predictions_loss: 0.2115 2445/2450 [============================>.] - ETA: 1s - loss: 1195.7789 - logits_profile_predictions_loss: 1181.0133 - logcount_predictions_loss: 0.2115 2446/2450 [============================>.] - ETA: 1s - loss: 1195.7802 - logits_profile_predictions_loss: 1181.0145 - logcount_predictions_loss: 0.2115 2447/2450 [============================>.] - ETA: 0s - loss: 1195.7814 - logits_profile_predictions_loss: 1181.0157 - logcount_predictions_loss: 0.2115 2448/2450 [============================>.] - ETA: 0s - loss: 1195.7826 - logits_profile_predictions_loss: 1181.0169 - logcount_predictions_loss: 0.2115 2449/2450 [============================>.] - ETA: 0s - loss: 1195.7838 - logits_profile_predictions_loss: 1181.0181 - logcount_predictions_loss: 0.2115 2450/2450 [==============================] - ETA: 0s - loss: 1195.7850 - logits_profile_predictions_loss: 1181.0193 - logcount_predictions_loss: 0.2115 2450/2450 [==============================] - 778s 318ms/step - loss: 1195.7862 - logits_profile_predictions_loss: 1181.0204 - logcount_predictions_loss: 0.2115 - val_loss: 1253.8713 - val_logits_profile_predictions_loss: 1235.9590 - val_logcount_predictions_loss: 0.2566 Epoch 00017: val_loss did not improve from 1237.29993 Epoch 18/50 1/2450 [..............................] - ETA: 12:53 - loss: 1359.7974 - logits_profile_predictions_loss: 1344.0547 - logcount_predictions_loss: 0.2255 2/2450 [..............................] - ETA: 12:23 - loss: 1318.4985 - logits_profile_predictions_loss: 1302.8318 - logcount_predictions_loss: 0.2245 3/2450 [..............................] - ETA: 12:22 - loss: 1293.9206 - logits_profile_predictions_loss: 1278.2109 - logcount_predictions_loss: 0.2251 4/2450 [..............................] - ETA: 12:24 - loss: 1273.2867 - logits_profile_predictions_loss: 1257.8852 - logcount_predictions_loss: 0.2207 5/2450 [..............................] - ETA: 12:24 - loss: 1262.2693 - logits_profile_predictions_loss: 1247.2488 - logcount_predictions_loss: 0.2152 6/2450 [..............................] - ETA: 12:23 - loss: 1256.8605 - logits_profile_predictions_loss: 1242.2440 - logcount_predictions_loss: 0.2094 7/2450 [..............................] - ETA: 12:23 - loss: 1249.9542 - logits_profile_predictions_loss: 1235.5277 - logcount_predictions_loss: 0.2067 8/2450 [..............................] - ETA: 12:23 - loss: 1245.2188 - logits_profile_predictions_loss: 1230.9166 - logcount_predictions_loss: 0.2049 9/2450 [..............................] - ETA: 12:22 - loss: 1241.8525 - logits_profile_predictions_loss: 1227.6564 - logcount_predictions_loss: 0.2034 10/2450 [..............................] - ETA: 12:22 - loss: 1238.9237 - logits_profile_predictions_loss: 1224.8236 - logcount_predictions_loss: 0.2020 11/2450 [..............................] - ETA: 12:22 - loss: 1235.8088 - logits_profile_predictions_loss: 1221.7667 - logcount_predictions_loss: 0.2012 12/2450 [..............................] - ETA: 12:21 - loss: 1233.3051 - logits_profile_predictions_loss: 1219.3324 - logcount_predictions_loss: 0.2002 13/2450 [..............................] - ETA: 12:21 - loss: 1231.9761 - logits_profile_predictions_loss: 1218.0431 - logcount_predictions_loss: 0.1996 14/2450 [..............................] - ETA: 12:21 - loss: 1230.5027 - logits_profile_predictions_loss: 1216.5706 - logcount_predictions_loss: 0.1996 15/2450 [..............................] - ETA: 12:20 - loss: 1229.0720 - logits_profile_predictions_loss: 1215.1662 - logcount_predictions_loss: 0.1992 16/2450 [..............................] - ETA: 12:20 - loss: 1227.9773 - logits_profile_predictions_loss: 1214.0979 - logcount_predictions_loss: 0.1988 17/2450 [..............................] - ETA: 12:20 - loss: 1227.2243 - logits_profile_predictions_loss: 1213.3689 - logcount_predictions_loss: 0.1985 18/2450 [..............................] - ETA: 12:20 - loss: 1226.5083 - logits_profile_predictions_loss: 1212.6712 - logcount_predictions_loss: 0.1982 19/2450 [..............................] - ETA: 12:19 - loss: 1225.8676 - logits_profile_predictions_loss: 1212.0495 - logcount_predictions_loss: 0.1980 20/2450 [..............................] - ETA: 12:19 - loss: 1225.2177 - logits_profile_predictions_loss: 1211.3934 - logcount_predictions_loss: 0.1981 21/2450 [..............................] - ETA: 12:19 - loss: 1224.5802 - logits_profile_predictions_loss: 1210.7572 - logcount_predictions_loss: 0.1980 22/2450 [..............................] - ETA: 12:19 - loss: 1224.0274 - logits_profile_predictions_loss: 1210.2014 - logcount_predictions_loss: 0.1981 23/2450 [..............................] - ETA: 12:18 - loss: 1223.3494 - logits_profile_predictions_loss: 1209.5159 - logcount_predictions_loss: 0.1982 24/2450 [..............................] - ETA: 12:18 - loss: 1222.7216 - logits_profile_predictions_loss: 1208.8881 - logcount_predictions_loss: 0.1982 25/2450 [..............................] - ETA: 12:18 - loss: 1222.1571 - logits_profile_predictions_loss: 1208.3309 - logcount_predictions_loss: 0.1981 26/2450 [..............................] - ETA: 12:17 - loss: 1221.7630 - logits_profile_predictions_loss: 1207.9447 - logcount_predictions_loss: 0.1980 27/2450 [..............................] - ETA: 12:17 - loss: 1221.3988 - logits_profile_predictions_loss: 1207.5911 - logcount_predictions_loss: 0.1978 28/2450 [..............................] - ETA: 12:17 - loss: 1221.0854 - logits_profile_predictions_loss: 1207.2846 - logcount_predictions_loss: 0.1977 29/2450 [..............................] - ETA: 12:17 - loss: 1221.0141 - logits_profile_predictions_loss: 1207.2194 - logcount_predictions_loss: 0.1976 30/2450 [..............................] - ETA: 12:16 - loss: 1220.9048 - logits_profile_predictions_loss: 1207.1147 - logcount_predictions_loss: 0.1976 31/2450 [..............................] - ETA: 12:16 - loss: 1220.7159 - logits_profile_predictions_loss: 1206.9301 - logcount_predictions_loss: 0.1975 32/2450 [..............................] - ETA: 12:16 - loss: 1220.5487 - logits_profile_predictions_loss: 1206.7665 - logcount_predictions_loss: 0.1975 33/2450 [..............................] - ETA: 12:15 - loss: 1220.2987 - logits_profile_predictions_loss: 1206.5251 - logcount_predictions_loss: 0.1973 34/2450 [..............................] - ETA: 12:15 - loss: 1220.0262 - logits_profile_predictions_loss: 1206.2613 - logcount_predictions_loss: 0.1972 35/2450 [..............................] - ETA: 12:15 - loss: 1219.8126 - logits_profile_predictions_loss: 1206.0579 - logcount_predictions_loss: 0.1971 36/2450 [..............................] - ETA: 12:15 - loss: 1219.6715 - logits_profile_predictions_loss: 1205.9281 - logcount_predictions_loss: 0.1969 37/2450 [..............................] - ETA: 12:14 - loss: 1219.5523 - logits_profile_predictions_loss: 1205.8218 - logcount_predictions_loss: 0.1967 38/2450 [..............................] - ETA: 12:14 - loss: 1219.4163 - logits_profile_predictions_loss: 1205.7013 - logcount_predictions_loss: 0.1965 39/2450 [..............................] - ETA: 12:14 - loss: 1219.2423 - logits_profile_predictions_loss: 1205.5401 - logcount_predictions_loss: 0.1963 40/2450 [..............................] - ETA: 12:13 - loss: 1218.9867 - logits_profile_predictions_loss: 1205.2965 - logcount_predictions_loss: 0.1961 41/2450 [..............................] - ETA: 12:13 - loss: 1218.7647 - logits_profile_predictions_loss: 1205.0859 - logcount_predictions_loss: 0.1960 42/2450 [..............................] - ETA: 12:13 - loss: 1218.5785 - logits_profile_predictions_loss: 1204.9101 - logcount_predictions_loss: 0.1958 43/2450 [..............................] - ETA: 12:12 - loss: 1218.4106 - logits_profile_predictions_loss: 1204.7547 - logcount_predictions_loss: 0.1956 44/2450 [..............................] - ETA: 12:12 - loss: 1218.2574 - logits_profile_predictions_loss: 1204.6139 - logcount_predictions_loss: 0.1955 45/2450 [..............................] - ETA: 12:12 - loss: 1218.0549 - logits_profile_predictions_loss: 1204.4219 - logcount_predictions_loss: 0.1953 46/2450 [..............................] - ETA: 12:12 - loss: 1217.8534 - logits_profile_predictions_loss: 1204.2291 - logcount_predictions_loss: 0.1952 47/2450 [..............................] - ETA: 12:11 - loss: 1217.7079 - logits_profile_predictions_loss: 1204.0929 - logcount_predictions_loss: 0.1951 48/2450 [..............................] - ETA: 12:11 - loss: 1217.5215 - logits_profile_predictions_loss: 1203.9149 - logcount_predictions_loss: 0.1949 49/2450 [..............................] - ETA: 12:11 - loss: 1217.3312 - logits_profile_predictions_loss: 1203.7313 - logcount_predictions_loss: 0.1948 50/2450 [..............................] - ETA: 12:10 - loss: 1217.1234 - logits_profile_predictions_loss: 1203.5317 - logcount_predictions_loss: 0.1947 51/2450 [..............................] - ETA: 12:10 - loss: 1216.9031 - logits_profile_predictions_loss: 1203.3193 - logcount_predictions_loss: 0.1946 52/2450 [..............................] - ETA: 12:10 - loss: 1216.6446 - logits_profile_predictions_loss: 1203.0673 - logcount_predictions_loss: 0.1945 53/2450 [..............................] - ETA: 12:10 - loss: 1216.4136 - logits_profile_predictions_loss: 1202.8428 - logcount_predictions_loss: 0.1944 54/2450 [..............................] - ETA: 12:09 - loss: 1216.1563 - logits_profile_predictions_loss: 1202.5918 - logcount_predictions_loss: 0.1943 55/2450 [..............................] - ETA: 12:09 - loss: 1215.9294 - logits_profile_predictions_loss: 1202.3719 - logcount_predictions_loss: 0.1942 56/2450 [..............................] - ETA: 12:09 - loss: 1215.6871 - logits_profile_predictions_loss: 1202.1372 - logcount_predictions_loss: 0.1941 57/2450 [..............................] - ETA: 12:09 - loss: 1215.4294 - logits_profile_predictions_loss: 1201.8861 - logcount_predictions_loss: 0.1940 58/2450 [..............................] - ETA: 12:08 - loss: 1215.1828 - logits_profile_predictions_loss: 1201.6461 - logcount_predictions_loss: 0.1939 59/2450 [..............................] - ETA: 12:08 - loss: 1214.9252 - logits_profile_predictions_loss: 1201.3958 - logcount_predictions_loss: 0.1938 60/2450 [..............................] - ETA: 12:08 - loss: 1214.6783 - logits_profile_predictions_loss: 1201.1565 - logcount_predictions_loss: 0.1937 61/2450 [..............................] - ETA: 12:07 - loss: 1214.4314 - logits_profile_predictions_loss: 1200.9165 - logcount_predictions_loss: 0.1936 62/2450 [..............................] - ETA: 12:07 - loss: 1214.2021 - logits_profile_predictions_loss: 1200.6943 - logcount_predictions_loss: 0.1935 63/2450 [..............................] - ETA: 12:07 - loss: 1213.9603 - logits_profile_predictions_loss: 1200.4605 - logcount_predictions_loss: 0.1934 64/2450 [..............................] - ETA: 12:07 - loss: 1213.7177 - logits_profile_predictions_loss: 1200.2253 - logcount_predictions_loss: 0.1933 65/2450 [..............................] - ETA: 12:06 - loss: 1213.4892 - logits_profile_predictions_loss: 1200.0044 - logcount_predictions_loss: 0.1932 66/2450 [..............................] - ETA: 12:06 - loss: 1213.2691 - logits_profile_predictions_loss: 1199.7922 - logcount_predictions_loss: 0.1931 67/2450 [..............................] - ETA: 12:06 - loss: 1213.1043 - logits_profile_predictions_loss: 1199.6319 - logcount_predictions_loss: 0.1930 68/2450 [..............................] - ETA: 12:05 - loss: 1213.0134 - logits_profile_predictions_loss: 1199.5455 - logcount_predictions_loss: 0.1930 69/2450 [..............................] - ETA: 12:05 - loss: 1212.9092 - logits_profile_predictions_loss: 1199.4453 - logcount_predictions_loss: 0.1929 70/2450 [..............................] - ETA: 12:05 - loss: 1212.7877 - logits_profile_predictions_loss: 1199.3280 - logcount_predictions_loss: 0.1928 71/2450 [..............................] - ETA: 12:04 - loss: 1212.6692 - logits_profile_predictions_loss: 1199.2145 - logcount_predictions_loss: 0.1928 72/2450 [..............................] - ETA: 12:04 - loss: 1212.5380 - logits_profile_predictions_loss: 1199.0894 - logcount_predictions_loss: 0.1927 73/2450 [..............................] - ETA: 12:04 - loss: 1212.4140 - logits_profile_predictions_loss: 1198.9714 - logcount_predictions_loss: 0.1926 74/2450 [..............................] - ETA: 12:04 - loss: 1212.3114 - logits_profile_predictions_loss: 1198.8744 - logcount_predictions_loss: 0.1925 75/2450 [..............................] - ETA: 12:03 - loss: 1212.1930 - logits_profile_predictions_loss: 1198.7617 - logcount_predictions_loss: 0.1924 76/2450 [..............................] - ETA: 12:03 - loss: 1212.0592 - logits_profile_predictions_loss: 1198.6331 - logcount_predictions_loss: 0.1924 77/2450 [..............................] - ETA: 12:03 - loss: 1211.8997 - logits_profile_predictions_loss: 1198.4781 - logcount_predictions_loss: 0.1923 78/2450 [..............................] - ETA: 12:02 - loss: 1211.7251 - logits_profile_predictions_loss: 1198.3082 - logcount_predictions_loss: 0.1922 79/2450 [..............................] - ETA: 12:02 - loss: 1211.5418 - logits_profile_predictions_loss: 1198.1287 - logcount_predictions_loss: 0.1922 80/2450 [..............................] - ETA: 12:02 - loss: 1211.3853 - logits_profile_predictions_loss: 1197.9759 - logcount_predictions_loss: 0.1921 81/2450 [..............................] - ETA: 12:01 - loss: 1211.2199 - logits_profile_predictions_loss: 1197.8141 - logcount_predictions_loss: 0.1921 82/2450 [>.............................] - ETA: 12:01 - loss: 1211.0588 - logits_profile_predictions_loss: 1197.6553 - logcount_predictions_loss: 0.1920 83/2450 [>.............................] - ETA: 12:01 - loss: 1210.9300 - logits_profile_predictions_loss: 1197.5288 - logcount_predictions_loss: 0.1920 84/2450 [>.............................] - ETA: 12:01 - loss: 1210.8181 - logits_profile_predictions_loss: 1197.4185 - logcount_predictions_loss: 0.1920 85/2450 [>.............................] - ETA: 12:00 - loss: 1210.6984 - logits_profile_predictions_loss: 1197.2999 - logcount_predictions_loss: 0.1920 86/2450 [>.............................] - ETA: 12:00 - loss: 1210.5553 - logits_profile_predictions_loss: 1197.1573 - logcount_predictions_loss: 0.1919 87/2450 [>.............................] - ETA: 12:00 - loss: 1210.4202 - logits_profile_predictions_loss: 1197.0231 - logcount_predictions_loss: 0.1919 88/2450 [>.............................] - ETA: 11:59 - loss: 1210.2877 - logits_profile_predictions_loss: 1196.8918 - logcount_predictions_loss: 0.1919 89/2450 [>.............................] - ETA: 11:59 - loss: 1210.1478 - logits_profile_predictions_loss: 1196.7530 - logcount_predictions_loss: 0.1919 90/2450 [>.............................] - ETA: 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logcount_predictions_loss: 0.1889 2394/2450 [============================>.] - ETA: 17s - loss: 1187.0527 - logits_profile_predictions_loss: 1173.8699 - logcount_predictions_loss: 0.1889 2395/2450 [============================>.] - ETA: 16s - loss: 1187.0505 - logits_profile_predictions_loss: 1173.8677 - logcount_predictions_loss: 0.1889 2396/2450 [============================>.] - ETA: 16s - loss: 1187.0483 - logits_profile_predictions_loss: 1173.8655 - logcount_predictions_loss: 0.1889 2397/2450 [============================>.] - ETA: 16s - loss: 1187.0461 - logits_profile_predictions_loss: 1173.8632 - logcount_predictions_loss: 0.1889 2398/2450 [============================>.] - ETA: 15s - loss: 1187.0438 - logits_profile_predictions_loss: 1173.8610 - logcount_predictions_loss: 0.1889 2399/2450 [============================>.] - ETA: 15s - loss: 1187.0416 - logits_profile_predictions_loss: 1173.8588 - logcount_predictions_loss: 0.1889 2400/2450 [============================>.] - ETA: 15s - loss: 1187.0395 - logits_profile_predictions_loss: 1173.8565 - logcount_predictions_loss: 0.1889 2401/2450 [============================>.] - ETA: 14s - loss: 1187.0373 - logits_profile_predictions_loss: 1173.8544 - logcount_predictions_loss: 0.1889 2402/2450 [============================>.] - ETA: 14s - loss: 1187.0351 - logits_profile_predictions_loss: 1173.8522 - logcount_predictions_loss: 0.1889 2403/2450 [============================>.] - ETA: 14s - loss: 1187.0329 - logits_profile_predictions_loss: 1173.8500 - logcount_predictions_loss: 0.1889 2404/2450 [============================>.] - ETA: 14s - loss: 1187.0307 - logits_profile_predictions_loss: 1173.8478 - logcount_predictions_loss: 0.1889 2405/2450 [============================>.] - ETA: 13s - loss: 1187.0286 - logits_profile_predictions_loss: 1173.8456 - logcount_predictions_loss: 0.1889 2406/2450 [============================>.] - ETA: 13s - loss: 1187.0265 - logits_profile_predictions_loss: 1173.8434 - logcount_predictions_loss: 0.1889 2407/2450 [============================>.] - ETA: 13s - loss: 1187.0243 - logits_profile_predictions_loss: 1173.8413 - logcount_predictions_loss: 0.1889 2408/2450 [============================>.] - ETA: 12s - loss: 1187.0222 - logits_profile_predictions_loss: 1173.8391 - logcount_predictions_loss: 0.1889 2409/2450 [============================>.] - ETA: 12s - loss: 1187.0201 - logits_profile_predictions_loss: 1173.8370 - logcount_predictions_loss: 0.1889 2410/2450 [============================>.] - ETA: 12s - loss: 1187.0179 - logits_profile_predictions_loss: 1173.8348 - logcount_predictions_loss: 0.1889 2411/2450 [============================>.] - ETA: 11s - loss: 1187.0158 - logits_profile_predictions_loss: 1173.8327 - logcount_predictions_loss: 0.1889 2412/2450 [============================>.] - ETA: 11s - loss: 1187.0137 - logits_profile_predictions_loss: 1173.8305 - logcount_predictions_loss: 0.1889 2413/2450 [============================>.] - ETA: 11s - loss: 1187.0115 - logits_profile_predictions_loss: 1173.8284 - logcount_predictions_loss: 0.1889 2414/2450 [============================>.] - ETA: 11s - loss: 1187.0094 - logits_profile_predictions_loss: 1173.8262 - logcount_predictions_loss: 0.1889 2415/2450 [============================>.] - ETA: 10s - loss: 1187.0072 - logits_profile_predictions_loss: 1173.8240 - logcount_predictions_loss: 0.1889 2416/2450 [============================>.] - ETA: 10s - loss: 1187.0051 - logits_profile_predictions_loss: 1173.8219 - logcount_predictions_loss: 0.1889 2417/2450 [============================>.] - ETA: 10s - loss: 1187.0029 - logits_profile_predictions_loss: 1173.8197 - logcount_predictions_loss: 0.1889 2418/2450 [============================>.] - ETA: 9s - loss: 1187.0008 - logits_profile_predictions_loss: 1173.8176 - logcount_predictions_loss: 0.1889  2419/2450 [============================>.] - ETA: 9s - loss: 1186.9987 - logits_profile_predictions_loss: 1173.8154 - logcount_predictions_loss: 0.1889 2420/2450 [============================>.] - ETA: 9s - loss: 1186.9965 - logits_profile_predictions_loss: 1173.8132 - logcount_predictions_loss: 0.1889 2421/2450 [============================>.] - ETA: 8s - loss: 1186.9944 - logits_profile_predictions_loss: 1173.8111 - logcount_predictions_loss: 0.1889 2422/2450 [============================>.] - ETA: 8s - loss: 1186.9923 - logits_profile_predictions_loss: 1173.8090 - logcount_predictions_loss: 0.1889 2423/2450 [============================>.] - ETA: 8s - loss: 1186.9902 - logits_profile_predictions_loss: 1173.8068 - logcount_predictions_loss: 0.1889 2424/2450 [============================>.] - ETA: 7s - loss: 1186.9880 - logits_profile_predictions_loss: 1173.8047 - logcount_predictions_loss: 0.1889 2425/2450 [============================>.] - ETA: 7s - loss: 1186.9859 - logits_profile_predictions_loss: 1173.8025 - logcount_predictions_loss: 0.1889 2426/2450 [============================>.] - ETA: 7s - loss: 1186.9838 - logits_profile_predictions_loss: 1173.8004 - logcount_predictions_loss: 0.1889 2427/2450 [============================>.] - ETA: 7s - loss: 1186.9816 - logits_profile_predictions_loss: 1173.7982 - logcount_predictions_loss: 0.1889 2428/2450 [============================>.] - ETA: 6s - loss: 1186.9795 - logits_profile_predictions_loss: 1173.7960 - logcount_predictions_loss: 0.1889 2429/2450 [============================>.] - ETA: 6s - loss: 1186.9773 - logits_profile_predictions_loss: 1173.7939 - logcount_predictions_loss: 0.1889 2430/2450 [============================>.] - ETA: 6s - loss: 1186.9751 - logits_profile_predictions_loss: 1173.7917 - logcount_predictions_loss: 0.1889 2431/2450 [============================>.] - ETA: 5s - loss: 1186.9730 - logits_profile_predictions_loss: 1173.7895 - logcount_predictions_loss: 0.1889 2432/2450 [============================>.] - ETA: 5s - loss: 1186.9708 - logits_profile_predictions_loss: 1173.7873 - logcount_predictions_loss: 0.1889 2433/2450 [============================>.] - ETA: 5s - loss: 1186.9687 - logits_profile_predictions_loss: 1173.7851 - logcount_predictions_loss: 0.1889 2434/2450 [============================>.] - ETA: 4s - loss: 1186.9665 - logits_profile_predictions_loss: 1173.7829 - logcount_predictions_loss: 0.1889 2435/2450 [============================>.] - ETA: 4s - loss: 1186.9643 - logits_profile_predictions_loss: 1173.7807 - logcount_predictions_loss: 0.1889 2436/2450 [============================>.] - ETA: 4s - loss: 1186.9621 - logits_profile_predictions_loss: 1173.7785 - logcount_predictions_loss: 0.1889 2437/2450 [============================>.] - ETA: 3s - loss: 1186.9599 - logits_profile_predictions_loss: 1173.7763 - logcount_predictions_loss: 0.1889 2438/2450 [============================>.] - ETA: 3s - loss: 1186.9577 - logits_profile_predictions_loss: 1173.7741 - logcount_predictions_loss: 0.1889 2439/2450 [============================>.] - ETA: 3s - loss: 1186.9556 - logits_profile_predictions_loss: 1173.7719 - logcount_predictions_loss: 0.1889 2440/2450 [============================>.] - ETA: 3s - loss: 1186.9534 - logits_profile_predictions_loss: 1173.7697 - logcount_predictions_loss: 0.1889 2441/2450 [============================>.] - ETA: 2s - loss: 1186.9512 - logits_profile_predictions_loss: 1173.7675 - logcount_predictions_loss: 0.1889 2442/2450 [============================>.] - ETA: 2s - loss: 1186.9490 - logits_profile_predictions_loss: 1173.7653 - logcount_predictions_loss: 0.1889 2443/2450 [============================>.] - ETA: 2s - loss: 1186.9468 - logits_profile_predictions_loss: 1173.7631 - logcount_predictions_loss: 0.1889 2444/2450 [============================>.] - ETA: 1s - loss: 1186.9446 - logits_profile_predictions_loss: 1173.7609 - logcount_predictions_loss: 0.1889 2445/2450 [============================>.] - ETA: 1s - loss: 1186.9424 - logits_profile_predictions_loss: 1173.7587 - logcount_predictions_loss: 0.1889 2446/2450 [============================>.] - ETA: 1s - loss: 1186.9402 - logits_profile_predictions_loss: 1173.7565 - logcount_predictions_loss: 0.1889 2447/2450 [============================>.] - ETA: 0s - loss: 1186.9380 - logits_profile_predictions_loss: 1173.7543 - logcount_predictions_loss: 0.1889 2448/2450 [============================>.] - ETA: 0s - loss: 1186.9359 - logits_profile_predictions_loss: 1173.7521 - logcount_predictions_loss: 0.1889 2449/2450 [============================>.] - ETA: 0s - loss: 1186.9337 - logits_profile_predictions_loss: 1173.7499 - logcount_predictions_loss: 0.1889 2450/2450 [==============================] - ETA: 0s - loss: 1186.9315 - logits_profile_predictions_loss: 1173.7477 - logcount_predictions_loss: 0.1889 2450/2450 [==============================] - 778s 318ms/step - loss: 1186.9293 - logits_profile_predictions_loss: 1173.7455 - logcount_predictions_loss: 0.1889 - val_loss: 1240.3085 - val_logits_profile_predictions_loss: 1217.0229 - val_logcount_predictions_loss: 0.3336 Epoch 00018: val_loss did not improve from 1237.29993 Epoch 19/50 1/2450 [..............................] - ETA: 12:58 - loss: 1275.3668 - logits_profile_predictions_loss: 1259.7086 - logcount_predictions_loss: 0.2243 2/2450 [..............................] - ETA: 12:24 - loss: 1275.1107 - logits_profile_predictions_loss: 1260.0928 - logcount_predictions_loss: 0.2152 3/2450 [..............................] - ETA: 12:23 - loss: 1262.9247 - logits_profile_predictions_loss: 1248.3059 - logcount_predictions_loss: 0.2094 4/2450 [..............................] - ETA: 12:23 - loss: 1263.8864 - logits_profile_predictions_loss: 1249.7923 - logcount_predictions_loss: 0.2019 5/2450 [..............................] - ETA: 12:23 - loss: 1263.6418 - logits_profile_predictions_loss: 1249.8856 - logcount_predictions_loss: 0.1971 6/2450 [..............................] - ETA: 12:23 - loss: 1264.1006 - logits_profile_predictions_loss: 1250.6394 - logcount_predictions_loss: 0.1929 7/2450 [..............................] - ETA: 12:23 - loss: 1262.5944 - logits_profile_predictions_loss: 1249.3743 - logcount_predictions_loss: 0.1894 8/2450 [..............................] - ETA: 12:23 - loss: 1260.7318 - logits_profile_predictions_loss: 1247.7104 - logcount_predictions_loss: 0.1866 9/2450 [..............................] - ETA: 12:22 - loss: 1257.1227 - logits_profile_predictions_loss: 1244.2989 - logcount_predictions_loss: 0.1837 10/2450 [..............................] - ETA: 12:22 - loss: 1253.8821 - logits_profile_predictions_loss: 1241.2304 - logcount_predictions_loss: 0.1813 11/2450 [..............................] - ETA: 12:22 - loss: 1249.5247 - logits_profile_predictions_loss: 1236.9841 - logcount_predictions_loss: 0.1797 12/2450 [..............................] - ETA: 12:21 - loss: 1246.1625 - logits_profile_predictions_loss: 1233.7076 - logcount_predictions_loss: 0.1784 13/2450 [..............................] - ETA: 12:21 - loss: 1243.2232 - logits_profile_predictions_loss: 1230.8445 - logcount_predictions_loss: 0.1773 14/2450 [..............................] - ETA: 12:21 - loss: 1239.9491 - logits_profile_predictions_loss: 1227.6240 - logcount_predictions_loss: 0.1766 15/2450 [..............................] - ETA: 12:20 - loss: 1236.9928 - logits_profile_predictions_loss: 1224.7145 - logcount_predictions_loss: 0.1759 16/2450 [..............................] - ETA: 12:20 - loss: 1233.9031 - logits_profile_predictions_loss: 1221.6695 - logcount_predictions_loss: 0.1753 17/2450 [..............................] - ETA: 12:21 - loss: 1231.4867 - logits_profile_predictions_loss: 1219.2676 - logcount_predictions_loss: 0.1751 18/2450 [..............................] - ETA: 12:20 - loss: 1229.4078 - logits_profile_predictions_loss: 1217.1942 - logcount_predictions_loss: 0.1750 19/2450 [..............................] - ETA: 12:20 - loss: 1227.5236 - logits_profile_predictions_loss: 1215.3122 - logcount_predictions_loss: 0.1749 20/2450 [..............................] - ETA: 12:20 - loss: 1225.4215 - logits_profile_predictions_loss: 1213.2157 - logcount_predictions_loss: 0.1749 21/2450 [..............................] - ETA: 12:20 - loss: 1223.7891 - logits_profile_predictions_loss: 1211.5897 - logcount_predictions_loss: 0.1748 22/2450 [..............................] - ETA: 12:19 - loss: 1222.0716 - logits_profile_predictions_loss: 1209.8748 - logcount_predictions_loss: 0.1747 23/2450 [..............................] - ETA: 12:19 - loss: 1220.7128 - logits_profile_predictions_loss: 1208.5217 - logcount_predictions_loss: 0.1747 24/2450 [..............................] - ETA: 12:19 - loss: 1219.6105 - logits_profile_predictions_loss: 1207.4084 - logcount_predictions_loss: 0.1748 25/2450 [..............................] - ETA: 12:18 - loss: 1218.4418 - logits_profile_predictions_loss: 1206.2283 - logcount_predictions_loss: 0.1750 26/2450 [..............................] - ETA: 12:18 - loss: 1217.1556 - logits_profile_predictions_loss: 1204.9285 - logcount_predictions_loss: 0.1752 27/2450 [..............................] - ETA: 12:18 - loss: 1215.9951 - logits_profile_predictions_loss: 1203.7592 - logcount_predictions_loss: 0.1753 28/2450 [..............................] - ETA: 12:17 - loss: 1214.9317 - logits_profile_predictions_loss: 1202.6836 - logcount_predictions_loss: 0.1755 29/2450 [..............................] - ETA: 12:17 - loss: 1213.8588 - logits_profile_predictions_loss: 1201.5996 - logcount_predictions_loss: 0.1756 30/2450 [..............................] - ETA: 12:17 - loss: 1212.9073 - logits_profile_predictions_loss: 1200.6304 - logcount_predictions_loss: 0.1759 31/2450 [..............................] - ETA: 12:16 - loss: 1211.9978 - logits_profile_predictions_loss: 1199.7033 - logcount_predictions_loss: 0.1761 32/2450 [..............................] - ETA: 12:16 - loss: 1211.2499 - logits_profile_predictions_loss: 1198.9426 - logcount_predictions_loss: 0.1763 33/2450 [..............................] - ETA: 12:16 - loss: 1210.5616 - logits_profile_predictions_loss: 1198.2367 - logcount_predictions_loss: 0.1766 34/2450 [..............................] - ETA: 12:16 - loss: 1209.9775 - logits_profile_predictions_loss: 1197.6403 - logcount_predictions_loss: 0.1768 35/2450 [..............................] - ETA: 12:15 - loss: 1209.4771 - logits_profile_predictions_loss: 1197.1300 - logcount_predictions_loss: 0.1769 36/2450 [..............................] - ETA: 12:15 - loss: 1208.8693 - logits_profile_predictions_loss: 1196.5129 - logcount_predictions_loss: 0.1770 37/2450 [..............................] - ETA: 12:15 - loss: 1208.2170 - logits_profile_predictions_loss: 1195.8537 - logcount_predictions_loss: 0.1771 38/2450 [..............................] - ETA: 12:14 - loss: 1207.5759 - logits_profile_predictions_loss: 1195.2077 - logcount_predictions_loss: 0.1772 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9s - loss: 1172.1557 - logits_profile_predictions_loss: 1159.5766 - logcount_predictions_loss: 0.1802 2421/2450 [============================>.] - ETA: 8s - loss: 1172.1560 - logits_profile_predictions_loss: 1159.5769 - logcount_predictions_loss: 0.1802 2422/2450 [============================>.] - ETA: 8s - loss: 1172.1563 - logits_profile_predictions_loss: 1159.5773 - logcount_predictions_loss: 0.1802 2423/2450 [============================>.] - ETA: 8s - loss: 1172.1566 - logits_profile_predictions_loss: 1159.5776 - logcount_predictions_loss: 0.1802 2424/2450 [============================>.] - ETA: 7s - loss: 1172.1570 - logits_profile_predictions_loss: 1159.5780 - logcount_predictions_loss: 0.1802 2425/2450 [============================>.] - ETA: 7s - loss: 1172.1573 - logits_profile_predictions_loss: 1159.5784 - logcount_predictions_loss: 0.1802 2426/2450 [============================>.] - ETA: 7s - loss: 1172.1576 - logits_profile_predictions_loss: 1159.5787 - logcount_predictions_loss: 0.1802 2427/2450 [============================>.] - ETA: 7s - loss: 1172.1579 - logits_profile_predictions_loss: 1159.5791 - logcount_predictions_loss: 0.1802 2428/2450 [============================>.] - ETA: 6s - loss: 1172.1582 - logits_profile_predictions_loss: 1159.5794 - logcount_predictions_loss: 0.1802 2429/2450 [============================>.] - ETA: 6s - loss: 1172.1585 - logits_profile_predictions_loss: 1159.5797 - logcount_predictions_loss: 0.1802 2430/2450 [============================>.] - ETA: 6s - loss: 1172.1587 - logits_profile_predictions_loss: 1159.5799 - logcount_predictions_loss: 0.1802 2431/2450 [============================>.] - ETA: 5s - loss: 1172.1589 - logits_profile_predictions_loss: 1159.5802 - logcount_predictions_loss: 0.1802 2432/2450 [============================>.] - ETA: 5s - loss: 1172.1592 - logits_profile_predictions_loss: 1159.5805 - logcount_predictions_loss: 0.1802 2433/2450 [============================>.] - ETA: 5s - 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logcount_predictions_loss: 0.1802 2440/2450 [============================>.] - ETA: 3s - loss: 1172.1615 - logits_profile_predictions_loss: 1159.5831 - logcount_predictions_loss: 0.1802 2441/2450 [============================>.] - ETA: 2s - loss: 1172.1619 - logits_profile_predictions_loss: 1159.5835 - logcount_predictions_loss: 0.1802 2442/2450 [============================>.] - ETA: 2s - loss: 1172.1623 - logits_profile_predictions_loss: 1159.5839 - logcount_predictions_loss: 0.1802 2443/2450 [============================>.] - ETA: 2s - loss: 1172.1626 - logits_profile_predictions_loss: 1159.5843 - logcount_predictions_loss: 0.1802 2444/2450 [============================>.] - ETA: 1s - loss: 1172.1630 - logits_profile_predictions_loss: 1159.5847 - logcount_predictions_loss: 0.1802 2445/2450 [============================>.] - ETA: 1s - loss: 1172.1634 - logits_profile_predictions_loss: 1159.5851 - logcount_predictions_loss: 0.1802 2446/2450 [============================>.] - ETA: 1s - loss: 1172.1637 - logits_profile_predictions_loss: 1159.5855 - logcount_predictions_loss: 0.1802 2447/2450 [============================>.] - ETA: 0s - loss: 1172.1641 - logits_profile_predictions_loss: 1159.5859 - logcount_predictions_loss: 0.1802 2448/2450 [============================>.] - ETA: 0s - loss: 1172.1645 - logits_profile_predictions_loss: 1159.5864 - logcount_predictions_loss: 0.1802 2449/2450 [============================>.] - ETA: 0s - loss: 1172.1649 - logits_profile_predictions_loss: 1159.5868 - logcount_predictions_loss: 0.1802 2450/2450 [==============================] - ETA: 0s - loss: 1172.1652 - logits_profile_predictions_loss: 1159.5871 - logcount_predictions_loss: 0.1802 2450/2450 [==============================] - 778s 318ms/step - loss: 1172.1655 - logits_profile_predictions_loss: 1159.5875 - logcount_predictions_loss: 0.1802 - val_loss: 1253.9387 - val_logits_profile_predictions_loss: 1235.6615 - val_logcount_predictions_loss: 0.2619 Epoch 00019: val_loss did not improve from 1237.29993 Restoring model weights from the end of the best epoch. Epoch 00019: early stopping save model save model without bias 2023-01-18_09-16-22: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/predict.py \ --genome=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ --bigwig=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR275ICP//preprocessing/bigWigs/ENCSR275ICP.bigWig \ --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR275ICP//chrombpnet_model_feb15_fold_4//filtered.peaks.bed \ --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR275ICP//chrombpnet_model_feb15_fold_4//filtered.nonpeaks.bed \ --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_4.json \ --inputlen=2114 \ --outputlen=1000 \ --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR275ICP//chrombpnet_model_feb15_fold_4//chrombpnet \ --batch_size=256 \ --model_h5=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR275ICP//chrombpnet_model_feb15_fold_4//chrombpnet.h5 got the model loading peaks... got split:test for bed regions:(41789, 10) loading nonpeaks... got split:test for bed regions:(43928, 10) 0/335 100/335 200/335 300/335 2023-01-18_09-25-14: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/predict.py \ --genome=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ --bigwig=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR275ICP//preprocessing/bigWigs/ENCSR275ICP.bigWig \ --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR275ICP//chrombpnet_model_feb15_fold_4//filtered.peaks.bed \ --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR275ICP//chrombpnet_model_feb15_fold_4//filtered.nonpeaks.bed \ --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_4.json \ --inputlen=2114 \ --outputlen=1000 \ --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR275ICP//chrombpnet_model_feb15_fold_4//chrombpnet_wo_bias \ --batch_size=256 \ --model_h5=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR275ICP//chrombpnet_model_feb15_fold_4//chrombpnet_wo_bias.h5 got the model loading peaks... got split:test for bed regions:(41789, 10) loading nonpeaks... got split:test for bed regions:(43928, 10) 0/335 100/335 200/335 300/335 2023-01-18_09-31-26: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/predict.py \ --genome=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ --bigwig=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR275ICP//preprocessing/bigWigs/ENCSR275ICP.bigWig \ --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR275ICP//chrombpnet_model_feb15_fold_4//filtered.peaks.bed \ --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR275ICP//chrombpnet_model_feb15_fold_4//filtered.nonpeaks.bed \ --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_4.json \ --inputlen=2114 \ --outputlen=1000 \ --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR275ICP//chrombpnet_model_feb15_fold_4//bias \ --batch_size=256 \ --model_h5=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR275ICP//chrombpnet_model_feb15_fold_4//bias_model_scaled.h5 got the model loading peaks... got split:test for bed regions:(41789, 10) loading nonpeaks... got split:test for bed regions:(43928, 10) 0/335 100/335 200/335 300/335 2023-01-18_09-35-03: mkdir /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR275ICP//chrombpnet_model_feb15_fold_4//footprints 2023-01-18_09-35-03: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/evaluation/marginal_footprints/marginal_footprinting.py \ -g /scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ -r /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR275ICP//chrombpnet_model_feb15_fold_4//filtered.nonpeaks.bed \ -chr chr1 \ -m /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR275ICP//chrombpnet_model_feb15_fold_4//chrombpnet_wo_bias.h5 \ -bs 512 \ -o /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR275ICP//chrombpnet_model_feb15_fold_4//footprints/corrected \ -pwm_f src/evaluation/marginal_footprints/motif_to_pwm.tsv \ -mo dnase_1,dnase_2 MOTIF_NAME MOTIF_PWM_FWD 0 tn5_1 GCACAGTACAGAGCTG 1 tn5_2 GTGCACAGTTCTAGAGTGTGCAG 2 tn5_3 CCTCTACACTGTGCAGAA 3 tn5_4 GCACAGTTCTAGACTGTGCAG 4 tn5_5 CTGCACAGTGTAGAGTTGTGC 5 dnase_1 TTTACAAGTCCA 6 dnase_2 TGTACTTACGAA 7 NRF1 GCGCATGCGC 8 AP1 CGATATGACTCATCCC 9 CTCF TTGGCCACTAGGGGGCGCTAT 10 ETS CCGAAAGCGGAAGTGAGAC 11 SP1 AAGGGGGCGGGGCCTAA 12 RUNX CCCTAACCACAGCCC 13 NFKB GCAAGGGAAATTCCCCAGG 14 GATA+TAL GGCTGGGGGGGGCAGATAAGGCC 15 TAL GGCTGGG 16 NFYB CCAGCCAATCAGAGC 17 GABPA GAAACCGGAAGTGGCC 18 BACH1+MAFK AACTGCTGAGTCATCCCG 19 NRF1 CCCCGCGCATGCGCAGTGC 20 HNF4G CCGTTGGACTTTGGACCCTG got the model Model: "model_1" __________________________________________________________________________________________________ Layer (type) Output Shape Param # Connected to ================================================================================================== sequence (InputLayer) [(None, 2114, 4)] 0 __________________________________________________________________________________________________ wo_bias_bpnet_1st_conv (Conv1D) (None, 2094, 512) 43520 sequence[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_1conv (Conv1D) (None, 2090, 512) 786944 wo_bias_bpnet_1st_conv[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_1crop (Cropping1D (None, 2090, 512) 0 wo_bias_bpnet_1st_conv[0][0] __________________________________________________________________________________________________ add (Add) (None, 2090, 512) 0 wo_bias_bpnet_1conv[0][0] wo_bias_bpnet_1crop[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_2conv (Conv1D) (None, 2082, 512) 786944 add[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_2crop (Cropping1D (None, 2082, 512) 0 add[0][0] __________________________________________________________________________________________________ add_1 (Add) (None, 2082, 512) 0 wo_bias_bpnet_2conv[0][0] wo_bias_bpnet_2crop[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_3conv (Conv1D) (None, 2066, 512) 786944 add_1[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_3crop (Cropping1D (None, 2066, 512) 0 add_1[0][0] __________________________________________________________________________________________________ add_2 (Add) (None, 2066, 512) 0 wo_bias_bpnet_3conv[0][0] wo_bias_bpnet_3crop[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_4conv (Conv1D) (None, 2034, 512) 786944 add_2[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_4crop (Cropping1D (None, 2034, 512) 0 add_2[0][0] __________________________________________________________________________________________________ add_3 (Add) (None, 2034, 512) 0 wo_bias_bpnet_4conv[0][0] wo_bias_bpnet_4crop[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_5conv (Conv1D) (None, 1970, 512) 786944 add_3[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_5crop (Cropping1D (None, 1970, 512) 0 add_3[0][0] __________________________________________________________________________________________________ add_4 (Add) (None, 1970, 512) 0 wo_bias_bpnet_5conv[0][0] wo_bias_bpnet_5crop[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_6conv (Conv1D) (None, 1842, 512) 786944 add_4[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_6crop (Cropping1D (None, 1842, 512) 0 add_4[0][0] __________________________________________________________________________________________________ add_5 (Add) (None, 1842, 512) 0 wo_bias_bpnet_6conv[0][0] wo_bias_bpnet_6crop[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_7conv (Conv1D) (None, 1586, 512) 786944 add_5[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_7crop (Cropping1D (None, 1586, 512) 0 add_5[0][0] __________________________________________________________________________________________________ add_6 (Add) (None, 1586, 512) 0 wo_bias_bpnet_7conv[0][0] wo_bias_bpnet_7crop[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_8conv (Conv1D) (None, 1074, 512) 786944 add_6[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_8crop (Cropping1D (None, 1074, 512) 0 add_6[0][0] __________________________________________________________________________________________________ add_7 (Add) (None, 1074, 512) 0 wo_bias_bpnet_8conv[0][0] wo_bias_bpnet_8crop[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_prof_out_precrop (None, 1000, 1) 38401 add_7[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_logitt_before_fla (None, 1000, 1) 0 wo_bias_bpnet_prof_out_precrop[0] __________________________________________________________________________________________________ gap (GlobalAveragePooling1D) (None, 512) 0 add_7[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_logits_profile_pr (None, 1000) 0 wo_bias_bpnet_logitt_before_flatt __________________________________________________________________________________________________ wo_bias_bpnet_logcount_predicti (None, 1) 513 gap[0][0] ================================================================================================== Total params: 6,377,986 Trainable params: 6,377,986 Non-trainable params: 0 __________________________________________________________________________________________________ inferred model inputlen: 2114 inferred model outputlen: 1000 inserting motif: dnase_1 TTTACAAGTCCA 1/36 [..............................] - ETA: 11:37 3/36 [=>............................] - ETA: 15s  4/36 [==>...........................] - ETA: 20s 5/36 [===>..........................] - ETA: 21s 6/36 [====>.........................] - ETA: 22s 7/36 [====>.........................] - ETA: 22s 8/36 [=====>........................] - ETA: 22s 9/36 [======>.......................] - ETA: 22s 10/36 [=======>......................] - ETA: 21s 11/36 [========>.....................] - ETA: 21s 12/36 [=========>....................] - ETA: 20s 13/36 [=========>....................] - ETA: 19s 14/36 [==========>...................] - ETA: 19s 15/36 [===========>..................] - ETA: 18s 16/36 [============>.................] - ETA: 17s 17/36 [=============>................] - ETA: 16s 18/36 [==============>...............] - ETA: 15s 19/36 [==============>...............] - ETA: 15s 20/36 [===============>..............] - ETA: 14s 21/36 [================>.............] - ETA: 13s 22/36 [=================>............] - ETA: 12s 23/36 [==================>...........] - ETA: 11s 24/36 [===================>..........] - ETA: 10s 25/36 [===================>..........] - ETA: 9s  26/36 [====================>.........] - ETA: 9s 27/36 [=====================>........] - ETA: 8s 28/36 [======================>.......] - ETA: 7s 29/36 [=======================>......] - ETA: 6s 30/36 [========================>.....] - ETA: 5s 31/36 [========================>.....] - ETA: 4s 32/36 [=========================>....] - ETA: 3s 33/36 [==========================>...] - ETA: 2s 34/36 [===========================>..] - ETA: 1s 35/36 [============================>.] - ETA: 0s 36/36 [==============================] - ETA: 0s 36/36 [==============================] - 75s 2s/step 1/36 [..............................] - ETA: 0s 2/36 [>.............................] - ETA: 31s 3/36 [=>............................] - ETA: 30s 4/36 [==>...........................] - ETA: 30s 5/36 [===>..........................] - ETA: 29s 6/36 [====>.........................] - ETA: 28s 7/36 [====>.........................] - ETA: 27s 8/36 [=====>........................] - ETA: 26s 9/36 [======>.......................] - ETA: 25s 10/36 [=======>......................] - ETA: 24s 11/36 [========>.....................] - ETA: 23s 12/36 [=========>....................] - ETA: 22s 13/36 [=========>....................] - ETA: 21s 14/36 [==========>...................] - ETA: 20s 15/36 [===========>..................] - ETA: 19s 16/36 [============>.................] - ETA: 18s 17/36 [=============>................] - ETA: 17s 18/36 [==============>...............] - ETA: 16s 19/36 [==============>...............] - ETA: 16s 20/36 [===============>..............] - ETA: 15s 21/36 [================>.............] - ETA: 14s 22/36 [=================>............] - ETA: 13s 23/36 [==================>...........] - ETA: 12s 24/36 [===================>..........] - ETA: 11s 25/36 [===================>..........] - ETA: 10s 26/36 [====================>.........] - ETA: 9s  27/36 [=====================>........] - ETA: 8s 28/36 [======================>.......] - ETA: 7s 29/36 [=======================>......] - ETA: 6s 30/36 [========================>.....] - ETA: 5s 31/36 [========================>.....] - ETA: 4s 32/36 [=========================>....] - ETA: 3s 33/36 [==========================>...] - ETA: 2s 34/36 [===========================>..] - ETA: 1s 35/36 [============================>.] - ETA: 0s 36/36 [==============================] - ETA: 0s 36/36 [==============================] - 33s 951ms/step inserting motif: dnase_2 TGTACTTACGAA 1/36 [..............................] - ETA: 0s 2/36 [>.............................] - ETA: 32s 3/36 [=>............................] - ETA: 31s 4/36 [==>...........................] - ETA: 30s 5/36 [===>..........................] - ETA: 29s 6/36 [====>.........................] - ETA: 28s 7/36 [====>.........................] - ETA: 27s 8/36 [=====>........................] - ETA: 26s 9/36 [======>.......................] - ETA: 25s 10/36 [=======>......................] - ETA: 24s 11/36 [========>.....................] - ETA: 23s 12/36 [=========>....................] - ETA: 22s 13/36 [=========>....................] - ETA: 21s 14/36 [==========>...................] - ETA: 20s 15/36 [===========>..................] - ETA: 19s 16/36 [============>.................] - ETA: 18s 17/36 [=============>................] - ETA: 18s 18/36 [==============>...............] - ETA: 17s 19/36 [==============>...............] - ETA: 16s 20/36 [===============>..............] - ETA: 15s 21/36 [================>.............] - ETA: 14s 22/36 [=================>............] - ETA: 13s 23/36 [==================>...........] - ETA: 12s 24/36 [===================>..........] - ETA: 11s 25/36 [===================>..........] - ETA: 10s 26/36 [====================>.........] - ETA: 9s  27/36 [=====================>........] - ETA: 8s 28/36 [======================>.......] - ETA: 7s 29/36 [=======================>......] - ETA: 6s 30/36 [========================>.....] - ETA: 5s 31/36 [========================>.....] - ETA: 4s 32/36 [=========================>....] - ETA: 3s 33/36 [==========================>...] - ETA: 2s 34/36 [===========================>..] - ETA: 1s 35/36 [============================>.] - ETA: 0s 36/36 [==============================] - ETA: 0s 36/36 [==============================] - 33s 956ms/step 1/36 [..............................] - ETA: 0s 2/36 [>.............................] - ETA: 32s 3/36 [=>............................] - ETA: 31s 4/36 [==>...........................] - ETA: 30s 5/36 [===>..........................] - ETA: 29s 6/36 [====>.........................] - ETA: 28s 7/36 [====>.........................] - ETA: 27s 8/36 [=====>........................] - ETA: 26s 9/36 [======>.......................] - ETA: 25s 10/36 [=======>......................] - ETA: 24s 11/36 [========>.....................] - ETA: 23s 12/36 [=========>....................] - ETA: 22s 13/36 [=========>....................] - ETA: 21s 14/36 [==========>...................] - ETA: 20s 15/36 [===========>..................] - ETA: 19s 16/36 [============>.................] - ETA: 19s 17/36 [=============>................] - ETA: 18s 18/36 [==============>...............] - ETA: 17s 19/36 [==============>...............] - ETA: 16s 20/36 [===============>..............] - ETA: 15s 21/36 [================>.............] - ETA: 14s 22/36 [=================>............] - ETA: 13s 23/36 [==================>...........] - ETA: 12s 24/36 [===================>..........] - ETA: 11s 25/36 [===================>..........] - ETA: 10s 26/36 [====================>.........] - ETA: 9s  27/36 [=====================>........] - ETA: 8s 28/36 [======================>.......] - ETA: 7s 29/36 [=======================>......] - ETA: 6s 30/36 [========================>.....] - ETA: 5s 31/36 [========================>.....] - ETA: 4s 32/36 [=========================>....] - ETA: 3s 33/36 [==========================>...] - ETA: 2s 34/36 [===========================>..] - ETA: 1s 35/36 [============================>.] - ETA: 0s 36/36 [==============================] - ETA: 0s 36/36 [==============================] - 34s 957ms/step Saving marginal footprints 2023-01-18_09-38-17: mkdir /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR275ICP//chrombpnet_model_feb15_fold_4//footprints 2023-01-18_09-38-17: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/evaluation/marginal_footprints/marginal_footprinting.py \ -g /scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ -r /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR275ICP//chrombpnet_model_feb15_fold_4//filtered.nonpeaks.bed \ -chr chr1 \ -m /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR275ICP//chrombpnet_model_feb15_fold_4//bias_model_scaled.h5 \ -bs 512 \ -o /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR275ICP//chrombpnet_model_feb15_fold_4//footprints/bias \ -pwm_f src/evaluation/marginal_footprints/motif_to_pwm.tsv \ -mo dnase_1,dnase_2 MOTIF_NAME MOTIF_PWM_FWD 0 tn5_1 GCACAGTACAGAGCTG 1 tn5_2 GTGCACAGTTCTAGAGTGTGCAG 2 tn5_3 CCTCTACACTGTGCAGAA 3 tn5_4 GCACAGTTCTAGACTGTGCAG 4 tn5_5 CTGCACAGTGTAGAGTTGTGC 5 dnase_1 TTTACAAGTCCA 6 dnase_2 TGTACTTACGAA 7 NRF1 GCGCATGCGC 8 AP1 CGATATGACTCATCCC 9 CTCF TTGGCCACTAGGGGGCGCTAT 10 ETS CCGAAAGCGGAAGTGAGAC 11 SP1 AAGGGGGCGGGGCCTAA 12 RUNX CCCTAACCACAGCCC 13 NFKB GCAAGGGAAATTCCCCAGG 14 GATA+TAL GGCTGGGGGGGGCAGATAAGGCC 15 TAL GGCTGGG 16 NFYB CCAGCCAATCAGAGC 17 GABPA GAAACCGGAAGTGGCC 18 BACH1+MAFK AACTGCTGAGTCATCCCG 19 NRF1 CCCCGCGCATGCGCAGTGC 20 HNF4G CCGTTGGACTTTGGACCCTG got the model Model: "model" __________________________________________________________________________________________________ Layer (type) Output Shape Param # Connected to ================================================================================================== sequence (InputLayer) [(None, 2114, 4)] 0 __________________________________________________________________________________________________ bpnet_1st_conv (Conv1D) (None, 2094, 128) 10880 sequence[0][0] __________________________________________________________________________________________________ bpnet_1conv (Conv1D) (None, 2090, 128) 49280 bpnet_1st_conv[0][0] __________________________________________________________________________________________________ bpnet_1crop (Cropping1D) (None, 2090, 128) 0 bpnet_1st_conv[0][0] __________________________________________________________________________________________________ add (Add) (None, 2090, 128) 0 bpnet_1conv[0][0] bpnet_1crop[0][0] __________________________________________________________________________________________________ bpnet_2conv (Conv1D) (None, 2082, 128) 49280 add[0][0] __________________________________________________________________________________________________ bpnet_2crop (Cropping1D) (None, 2082, 128) 0 add[0][0] __________________________________________________________________________________________________ add_1 (Add) (None, 2082, 128) 0 bpnet_2conv[0][0] bpnet_2crop[0][0] __________________________________________________________________________________________________ bpnet_3conv (Conv1D) (None, 2066, 128) 49280 add_1[0][0] __________________________________________________________________________________________________ bpnet_3crop (Cropping1D) (None, 2066, 128) 0 add_1[0][0] __________________________________________________________________________________________________ add_2 (Add) (None, 2066, 128) 0 bpnet_3conv[0][0] bpnet_3crop[0][0] __________________________________________________________________________________________________ bpnet_4conv (Conv1D) (None, 2034, 128) 49280 add_2[0][0] __________________________________________________________________________________________________ bpnet_4crop (Cropping1D) (None, 2034, 128) 0 add_2[0][0] __________________________________________________________________________________________________ add_3 (Add) (None, 2034, 128) 0 bpnet_4conv[0][0] bpnet_4crop[0][0] __________________________________________________________________________________________________ prof_out_precrop (Conv1D) (None, 1960, 1) 9601 add_3[0][0] __________________________________________________________________________________________________ logits_profile_predictions_pref (None, 1000, 1) 0 prof_out_precrop[0][0] __________________________________________________________________________________________________ gap (GlobalAveragePooling1D) (None, 128) 0 add_3[0][0] __________________________________________________________________________________________________ logits_profile_predictions (Fla (None, 1000) 0 logits_profile_predictions_prefla __________________________________________________________________________________________________ logcount_predictions (Dense) (None, 1) 129 gap[0][0] ================================================================================================== Total params: 217,730 Trainable params: 217,730 Non-trainable params: 0 __________________________________________________________________________________________________ inferred model inputlen: 2114 inferred model outputlen: 1000 inserting motif: dnase_1 TTTACAAGTCCA 1/36 [..............................] - ETA: 9:04 3/36 [=>............................] - ETA: 1s  4/36 [==>...........................] - ETA: 1s 5/36 [===>..........................] - ETA: 2s 6/36 [====>.........................] - ETA: 2s 7/36 [====>.........................] - ETA: 2s 8/36 [=====>........................] - ETA: 2s 9/36 [======>.......................] - ETA: 2s 10/36 [=======>......................] - ETA: 2s 11/36 [========>.....................] - ETA: 1s 12/36 [=========>....................] - ETA: 1s 13/36 [=========>....................] - ETA: 1s 14/36 [==========>...................] - ETA: 1s 15/36 [===========>..................] - ETA: 1s 16/36 [============>.................] - ETA: 1s 17/36 [=============>................] - ETA: 1s 18/36 [==============>...............] - ETA: 1s 19/36 [==============>...............] - ETA: 1s 20/36 [===============>..............] - ETA: 1s 21/36 [================>.............] - ETA: 1s 22/36 [=================>............] - ETA: 1s 23/36 [==================>...........] - ETA: 1s 24/36 [===================>..........] - ETA: 1s 25/36 [===================>..........] - ETA: 0s 26/36 [====================>.........] - ETA: 0s 27/36 [=====================>........] - ETA: 0s 28/36 [======================>.......] - ETA: 0s 29/36 [=======================>......] - ETA: 0s 30/36 [========================>.....] - ETA: 0s 31/36 [========================>.....] - ETA: 0s 32/36 [=========================>....] - ETA: 0s 33/36 [==========================>...] - ETA: 0s 34/36 [===========================>..] - ETA: 0s 35/36 [============================>.] - ETA: 0s 36/36 [==============================] - ETA: 0s 36/36 [==============================] - 32s 459ms/step 1/36 [..............................] - ETA: 0s 2/36 [>.............................] - ETA: 2s 3/36 [=>............................] - ETA: 2s 4/36 [==>...........................] - ETA: 2s 5/36 [===>..........................] - ETA: 2s 6/36 [====>.........................] - ETA: 2s 7/36 [====>.........................] - ETA: 2s 8/36 [=====>........................] - ETA: 2s 9/36 [======>.......................] - ETA: 2s 10/36 [=======>......................] - ETA: 2s 11/36 [========>.....................] - ETA: 2s 12/36 [=========>....................] - ETA: 2s 13/36 [=========>....................] - ETA: 1s 14/36 [==========>...................] - ETA: 1s 15/36 [===========>..................] - ETA: 1s 16/36 [============>.................] - ETA: 1s 17/36 [=============>................] - ETA: 1s 18/36 [==============>...............] - ETA: 1s 19/36 [==============>...............] - ETA: 1s 20/36 [===============>..............] - ETA: 1s 21/36 [================>.............] - ETA: 1s 22/36 [=================>............] - ETA: 1s 23/36 [==================>...........] - ETA: 1s 24/36 [===================>..........] - ETA: 1s 25/36 [===================>..........] - ETA: 0s 26/36 [====================>.........] - ETA: 0s 27/36 [=====================>........] - ETA: 0s 28/36 [======================>.......] - ETA: 0s 29/36 [=======================>......] - ETA: 0s 30/36 [========================>.....] - ETA: 0s 31/36 [========================>.....] - ETA: 0s 32/36 [=========================>....] - ETA: 0s 33/36 [==========================>...] - ETA: 0s 34/36 [===========================>..] - ETA: 0s 35/36 [============================>.] - ETA: 0s 36/36 [==============================] - ETA: 0s 36/36 [==============================] - 3s 86ms/step inserting motif: dnase_2 TGTACTTACGAA 1/36 [..............................] - ETA: 0s 2/36 [>.............................] - ETA: 2s 3/36 [=>............................] - ETA: 2s 4/36 [==>...........................] - ETA: 2s 5/36 [===>..........................] - ETA: 2s 6/36 [====>.........................] - ETA: 2s 7/36 [====>.........................] - ETA: 2s 8/36 [=====>........................] - ETA: 2s 9/36 [======>.......................] - ETA: 2s 10/36 [=======>......................] - ETA: 2s 11/36 [========>.....................] - ETA: 2s 12/36 [=========>....................] - ETA: 2s 13/36 [=========>....................] - ETA: 1s 14/36 [==========>...................] - ETA: 1s 15/36 [===========>..................] - ETA: 1s 16/36 [============>.................] - ETA: 1s 17/36 [=============>................] - ETA: 1s 18/36 [==============>...............] - ETA: 1s 19/36 [==============>...............] - ETA: 1s 20/36 [===============>..............] - ETA: 1s 21/36 [================>.............] - ETA: 1s 22/36 [=================>............] - ETA: 1s 23/36 [==================>...........] - ETA: 1s 24/36 [===================>..........] - ETA: 1s 25/36 [===================>..........] - ETA: 0s 26/36 [====================>.........] - ETA: 0s 27/36 [=====================>........] - ETA: 0s 28/36 [======================>.......] - ETA: 0s 29/36 [=======================>......] - ETA: 0s 30/36 [========================>.....] - ETA: 0s 31/36 [========================>.....] - ETA: 0s 32/36 [=========================>....] - ETA: 0s 33/36 [==========================>...] - ETA: 0s 34/36 [===========================>..] - ETA: 0s 35/36 [============================>.] - ETA: 0s 36/36 [==============================] - ETA: 0s 36/36 [==============================] - 3s 86ms/step 1/36 [..............................] - ETA: 0s 2/36 [>.............................] - ETA: 2s 3/36 [=>............................] - ETA: 2s 4/36 [==>...........................] - ETA: 2s 5/36 [===>..........................] - ETA: 2s 6/36 [====>.........................] - ETA: 2s 7/36 [====>.........................] - ETA: 2s 8/36 [=====>........................] - ETA: 2s 9/36 [======>.......................] - ETA: 2s 10/36 [=======>......................] - ETA: 2s 11/36 [========>.....................] - ETA: 2s 12/36 [=========>....................] - ETA: 2s 13/36 [=========>....................] - ETA: 1s 14/36 [==========>...................] - ETA: 1s 15/36 [===========>..................] - ETA: 1s 16/36 [============>.................] - ETA: 1s 17/36 [=============>................] - ETA: 1s 18/36 [==============>...............] - ETA: 1s 19/36 [==============>...............] - ETA: 1s 20/36 [===============>..............] - ETA: 1s 21/36 [================>.............] - ETA: 1s 22/36 [=================>............] - ETA: 1s 23/36 [==================>...........] - ETA: 1s 24/36 [===================>..........] - ETA: 1s 25/36 [===================>..........] - ETA: 0s 26/36 [====================>.........] - ETA: 0s 27/36 [=====================>........] - ETA: 0s 28/36 [======================>.......] - ETA: 0s 29/36 [=======================>......] - ETA: 0s 30/36 [========================>.....] - ETA: 0s 31/36 [========================>.....] - ETA: 0s 32/36 [=========================>....] - ETA: 0s 33/36 [==========================>...] - ETA: 0s 34/36 [===========================>..] - ETA: 0s 35/36 [============================>.] - ETA: 0s 36/36 [==============================] - ETA: 0s 36/36 [==============================] - 3s 86ms/step Saving marginal footprints