DNase-seq DNASE_SE /scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_4.json Tue Oct 4 21:17:36 2022 +-----------------------------------------------------------------------------+ | NVIDIA-SMI 515.65.01 Driver Version: 515.65.01 CUDA Version: 11.7 | |-------------------------------+----------------------+----------------------+ | GPU Name Persistence-M| Bus-Id Disp.A | Volatile Uncorr. ECC | | Fan Temp Perf Pwr:Usage/Cap| Memory-Usage | GPU-Util Compute M. | | | | MIG M. | |===============================+======================+======================| | 0 NVIDIA A100-SXM... On | 00000000:8D:00.0 Off | 0 | | N/A 28C P0 53W / 360W | 0MiB / 40960MiB | 0% E. Process | | | | Disabled | +-------------------------------+----------------------+----------------------+ +-----------------------------------------------------------------------------+ | Processes: | | GPU GI CI PID Type Process name GPU Memory | | ID ID Usage | |=============================================================================| | No running processes found | +-----------------------------------------------------------------------------+ No logfile supplied - creating one 2022-10-04_21-17-36: 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//ENCSR739VKY//preprocessing/bigWigs/ENCSR739VKY.bigWig \ --peaks=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR739VKY//preprocessing/downloads/peaks.bed.gz \ --nonpeaks=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR739VKY//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/ENCSR283TME/fold_4/bias.h5 \ --output_dir=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR739VKY//chrombppnet_model_encsr283tme_bias_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: 138770 Number of peaks filtered because the input/output is on the edge: 0 Number of peaks being used: 138770 Number of peaks input: 37969 Number of peaks filtered because the input/output is on the edge: 0 Number of peaks being used: 37969 Number of non peaks input: 137412 Number of non peaks filtered because the input/output is on the edge: 0 Number of non peaks being used: 137412 Number of non peaks input: 39326 Number of non peaks filtered because the input/output is on the edge: 0 Number of non peaks being used: 39326 Number of peaks after removing outliers: 137243 Number of nonpeaks after removing outliers: 122028 got the model Model: "model" __________________________________________________________________________________________________ Layer (type) Output Shape Param # Connected to ================================================================================================== sequence (InputLayer) [(None, 2114, 4)] 0 __________________________________________________________________________________________________ bpnet_1st_conv (Conv1D) (None, 2094, 128) 10880 sequence[0][0] __________________________________________________________________________________________________ bpnet_1conv (Conv1D) (None, 2090, 128) 49280 bpnet_1st_conv[0][0] __________________________________________________________________________________________________ bpnet_1crop (Cropping1D) (None, 2090, 128) 0 bpnet_1st_conv[0][0] __________________________________________________________________________________________________ add (Add) (None, 2090, 128) 0 bpnet_1conv[0][0] bpnet_1crop[0][0] __________________________________________________________________________________________________ bpnet_2conv (Conv1D) (None, 2082, 128) 49280 add[0][0] __________________________________________________________________________________________________ bpnet_2crop (Cropping1D) (None, 2082, 128) 0 add[0][0] __________________________________________________________________________________________________ add_1 (Add) (None, 2082, 128) 0 bpnet_2conv[0][0] bpnet_2crop[0][0] __________________________________________________________________________________________________ bpnet_3conv (Conv1D) (None, 2066, 128) 49280 add_1[0][0] __________________________________________________________________________________________________ bpnet_3crop (Cropping1D) (None, 2066, 128) 0 add_1[0][0] __________________________________________________________________________________________________ add_2 (Add) (None, 2066, 128) 0 bpnet_3conv[0][0] bpnet_3crop[0][0] __________________________________________________________________________________________________ bpnet_4conv (Conv1D) (None, 2034, 128) 49280 add_2[0][0] __________________________________________________________________________________________________ bpnet_4crop (Cropping1D) (None, 2034, 128) 0 add_2[0][0] __________________________________________________________________________________________________ add_3 (Add) (None, 2034, 128) 0 bpnet_4conv[0][0] bpnet_4crop[0][0] __________________________________________________________________________________________________ prof_out_precrop (Conv1D) (None, 1960, 1) 9601 add_3[0][0] __________________________________________________________________________________________________ logits_profile_predictions_pref (None, 1000, 1) 0 prof_out_precrop[0][0] __________________________________________________________________________________________________ gap (GlobalAveragePooling1D) (None, 128) 0 add_3[0][0] __________________________________________________________________________________________________ logits_profile_predictions (Fla (None, 1000) 0 logits_profile_predictions_prefla __________________________________________________________________________________________________ logcount_predictions (Dense) (None, 1) 129 gap[0][0] ================================================================================================== Total params: 217,730 Trainable params: 217,730 Non-trainable params: 0 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ETA: 0s 3754/3814 [============================>.] - ETA: 0s 3764/3814 [============================>.] - ETA: 0s 3774/3814 [============================>.] - ETA: 0s 3785/3814 [============================>.] - ETA: 0s 3796/3814 [============================>.] - ETA: 0s 3807/3814 [============================>.] - ETA: 0s 3814/3814 [==============================] - ETA: 0s 3814/3814 [==============================] - 28s 5ms/step 2022-10-04_21-24-04: 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//ENCSR739VKY//preprocessing/bigWigs/ENCSR739VKY.bigWig \ --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR739VKY//chrombppnet_model_encsr283tme_bias_fold_4//filtered.peaks.bed \ --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR739VKY//chrombppnet_model_encsr283tme_bias_fold_4//filtered.nonpeaks.bed \ --params=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR739VKY//chrombppnet_model_encsr283tme_bias_fold_4//chrombpnet_model_params.tsv \ --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR739VKY//chrombppnet_model_encsr283tme_bias_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': '9.3', 'filters': '512', 'n_dil_layers': '8', 'bias_model_path': '/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR739VKY//chrombppnet_model_encsr283tme_bias_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:(125046, 10) loading nonpeaks... got split:train for bed regions:(111738, 10) loading peaks... got split:valid for bed regions:(12197, 10) loading nonpeaks... got split:valid for bed regions:(10290, 10) Epoch 1/50 1/2150 [..............................] - ETA: 4:24:03 - loss: 548.3806 - logits_profile_predictions_loss: 532.9037 - logcount_predictions_loss: 1.6642 2/2150 [..............................] - ETA: 5:31 - loss: 592.0556 - logits_profile_predictions_loss: 573.9168 - logcount_predictions_loss: 1.9504  3/2150 [..............................] - ETA: 5:29 - loss: 626.5384 - logits_profile_predictions_loss: 608.3165 - logcount_predictions_loss: 1.9593 4/2150 [..............................] - ETA: 5:28 - loss: 1459.9573 - logits_profile_predictions_loss: 626.7752 - logcount_predictions_loss: 89.5895 5/2150 [..............................] - ETA: 5:28 - loss: 1824.0339 - logits_profile_predictions_loss: 632.4144 - logcount_predictions_loss: 128.1311 6/2150 [..............................] - ETA: 5:27 - loss: 1989.8000 - logits_profile_predictions_loss: 631.7595 - logcount_predictions_loss: 146.0258 7/2150 [..............................] - ETA: 5:27 - loss: 2066.2907 - logits_profile_predictions_loss: 633.5371 - logcount_predictions_loss: 154.0595 8/2150 [..............................] - ETA: 5:26 - loss: 2092.9231 - logits_profile_predictions_loss: 633.2703 - logcount_predictions_loss: 156.9519 9/2150 [..............................] - ETA: 5:26 - loss: 2092.4882 - logits_profile_predictions_loss: 632.0666 - logcount_predictions_loss: 157.0346 10/2150 [..............................] - ETA: 5:26 - loss: 2079.2355 - logits_profile_predictions_loss: 632.5969 - logcount_predictions_loss: 155.5525 11/2150 [..............................] - ETA: 5:26 - loss: 2058.3416 - logits_profile_predictions_loss: 633.7170 - logcount_predictions_loss: 153.1854 12/2150 [..............................] - ETA: 5:25 - loss: 2032.2086 - logits_profile_predictions_loss: 634.1714 - logcount_predictions_loss: 150.3266 13/2150 [..............................] - ETA: 5:25 - loss: 2003.9468 - logits_profile_predictions_loss: 634.8193 - logcount_predictions_loss: 147.2180 14/2150 [..............................] - ETA: 5:25 - loss: 1973.6963 - logits_profile_predictions_loss: 634.4998 - logcount_predictions_loss: 143.9996 15/2150 [..............................] - ETA: 5:25 - loss: 1943.1177 - logits_profile_predictions_loss: 634.0026 - logcount_predictions_loss: 140.7650 16/2150 [..............................] - ETA: 5:25 - loss: 1913.0236 - logits_profile_predictions_loss: 633.6152 - logcount_predictions_loss: 137.5708 17/2150 [..............................] - ETA: 5:25 - loss: 1884.1320 - logits_profile_predictions_loss: 633.7340 - logcount_predictions_loss: 134.4514 18/2150 [..............................] - ETA: 5:24 - loss: 1856.0799 - logits_profile_predictions_loss: 633.8350 - logcount_predictions_loss: 131.4242 19/2150 [..............................] - ETA: 5:24 - loss: 1828.7817 - logits_profile_predictions_loss: 633.7361 - logcount_predictions_loss: 128.4995 20/2150 [..............................] - ETA: 5:24 - loss: 1802.1490 - logits_profile_predictions_loss: 633.3058 - logcount_predictions_loss: 125.6820 21/2150 [..............................] - ETA: 5:24 - loss: 1776.4471 - logits_profile_predictions_loss: 632.7918 - logcount_predictions_loss: 122.9737 22/2150 [..............................] - ETA: 5:24 - loss: 1752.2031 - logits_profile_predictions_loss: 632.7099 - logcount_predictions_loss: 120.3756 23/2150 [..............................] - ETA: 5:24 - loss: 1728.8060 - logits_profile_predictions_loss: 632.4935 - logcount_predictions_loss: 117.8830 24/2150 [..............................] - ETA: 5:23 - loss: 1706.1338 - logits_profile_predictions_loss: 632.0658 - logcount_predictions_loss: 115.4912 25/2150 [..............................] - ETA: 5:23 - loss: 1684.3676 - logits_profile_predictions_loss: 631.6317 - logcount_predictions_loss: 113.1974 26/2150 [..............................] - ETA: 5:23 - loss: 1663.3534 - logits_profile_predictions_loss: 631.0846 - logcount_predictions_loss: 110.9966 27/2150 [..............................] - ETA: 5:23 - loss: 1643.2285 - logits_profile_predictions_loss: 630.5949 - logcount_predictions_loss: 108.8853 28/2150 [..............................] - ETA: 5:23 - loss: 1623.8669 - logits_profile_predictions_loss: 630.0821 - logcount_predictions_loss: 106.8586 29/2150 [..............................] - ETA: 5:23 - loss: 1605.2723 - logits_profile_predictions_loss: 629.5894 - logcount_predictions_loss: 104.9121 30/2150 [..............................] - ETA: 5:22 - loss: 1587.4283 - logits_profile_predictions_loss: 629.1396 - logcount_predictions_loss: 103.0418 31/2150 [..............................] - ETA: 5:22 - loss: 1570.2390 - logits_profile_predictions_loss: 628.6760 - logcount_predictions_loss: 101.2433 32/2150 [..............................] - ETA: 5:22 - loss: 1553.6467 - logits_profile_predictions_loss: 628.1757 - logcount_predictions_loss: 99.5130  33/2150 [..............................] - ETA: 5:22 - loss: 1537.7250 - logits_profile_predictions_loss: 627.7413 - logcount_predictions_loss: 97.8477 34/2150 [..............................] - ETA: 5:22 - loss: 1522.4734 - logits_profile_predictions_loss: 627.4027 - logcount_predictions_loss: 96.2441 35/2150 [..............................] - ETA: 5:22 - loss: 1507.6191 - logits_profile_predictions_loss: 626.9289 - logcount_predictions_loss: 94.6979 36/2150 [..............................] - ETA: 5:21 - loss: 1493.2626 - logits_profile_predictions_loss: 626.4418 - logcount_predictions_loss: 93.2065 37/2150 [..............................] - ETA: 5:21 - loss: 1479.3857 - logits_profile_predictions_loss: 625.9493 - logcount_predictions_loss: 91.7673 38/2150 [..............................] - ETA: 5:21 - loss: 1465.9366 - logits_profile_predictions_loss: 625.4264 - logcount_predictions_loss: 90.3774 39/2150 [..............................] - ETA: 5:21 - loss: 1452.9307 - logits_profile_predictions_loss: 624.9098 - logcount_predictions_loss: 89.0345 40/2150 [..............................] - ETA: 5:21 - loss: 1440.3689 - logits_profile_predictions_loss: 624.4217 - logcount_predictions_loss: 87.7362 41/2150 [..............................] - ETA: 5:21 - loss: 1428.1407 - logits_profile_predictions_loss: 623.8751 - logcount_predictions_loss: 86.4802 42/2150 [..............................] - ETA: 5:20 - loss: 1416.3339 - logits_profile_predictions_loss: 623.3736 - logcount_predictions_loss: 85.2645 43/2150 [..............................] - ETA: 5:20 - loss: 1404.9896 - logits_profile_predictions_loss: 622.9728 - logcount_predictions_loss: 84.0878 44/2150 [..............................] - ETA: 5:20 - loss: 1394.0079 - logits_profile_predictions_loss: 622.5923 - logcount_predictions_loss: 82.9479 45/2150 [..............................] - ETA: 5:20 - loss: 1383.3236 - logits_profile_predictions_loss: 622.1861 - logcount_predictions_loss: 81.8427 46/2150 [..............................] - ETA: 5:20 - loss: 1372.9721 - logits_profile_predictions_loss: 621.8022 - logcount_predictions_loss: 80.7709 47/2150 [..............................] - ETA: 5:20 - loss: 1362.9256 - logits_profile_predictions_loss: 621.4278 - logcount_predictions_loss: 79.7309 48/2150 [..............................] - ETA: 5:20 - loss: 1353.1559 - logits_profile_predictions_loss: 621.0485 - logcount_predictions_loss: 78.7212 49/2150 [..............................] - ETA: 5:19 - loss: 1343.6135 - logits_profile_predictions_loss: 620.6286 - logcount_predictions_loss: 77.7403 50/2150 [..............................] - ETA: 5:19 - loss: 1334.3601 - logits_profile_predictions_loss: 620.2385 - logcount_predictions_loss: 76.7873 51/2150 [..............................] - ETA: 5:19 - loss: 1325.3982 - logits_profile_predictions_loss: 619.8910 - logcount_predictions_loss: 75.8610 52/2150 [..............................] - ETA: 5:19 - loss: 1316.6456 - logits_profile_predictions_loss: 619.5180 - logcount_predictions_loss: 74.9599 53/2150 [..............................] - ETA: 5:19 - loss: 1308.1950 - logits_profile_predictions_loss: 619.2172 - logcount_predictions_loss: 74.0836 54/2150 [..............................] - ETA: 5:19 - loss: 1299.9794 - logits_profile_predictions_loss: 618.9332 - logcount_predictions_loss: 73.2308 55/2150 [..............................] - ETA: 5:18 - loss: 1291.9346 - logits_profile_predictions_loss: 618.6126 - logcount_predictions_loss: 72.4002 56/2150 [..............................] - ETA: 5:18 - loss: 1284.1404 - logits_profile_predictions_loss: 618.3406 - logcount_predictions_loss: 71.5914 57/2150 [..............................] - ETA: 5:18 - loss: 1276.5245 - logits_profile_predictions_loss: 618.0559 - logcount_predictions_loss: 70.8031 58/2150 [..............................] - ETA: 5:18 - loss: 1269.0952 - logits_profile_predictions_loss: 617.7731 - logcount_predictions_loss: 70.0346 59/2150 [..............................] - ETA: 5:18 - loss: 1261.8380 - logits_profile_predictions_loss: 617.4850 - logcount_predictions_loss: 69.2853 60/2150 [..............................] - ETA: 5:18 - loss: 1254.7620 - logits_profile_predictions_loss: 617.2074 - logcount_predictions_loss: 68.5542 61/2150 [..............................] - ETA: 5:18 - loss: 1247.8672 - logits_profile_predictions_loss: 616.9463 - logcount_predictions_loss: 67.8409 62/2150 [..............................] - ETA: 5:17 - loss: 1241.1352 - logits_profile_predictions_loss: 616.6895 - logcount_predictions_loss: 67.1447 63/2150 [..............................] - ETA: 5:17 - loss: 1234.5505 - logits_profile_predictions_loss: 616.4284 - logcount_predictions_loss: 66.4647 64/2150 [..............................] - ETA: 5:17 - loss: 1228.0920 - logits_profile_predictions_loss: 616.1471 - logcount_predictions_loss: 65.8005 65/2150 [..............................] - ETA: 5:17 - loss: 1221.7262 - logits_profile_predictions_loss: 615.8192 - logcount_predictions_loss: 65.1513 66/2150 [..............................] - ETA: 5:17 - loss: 1215.5055 - logits_profile_predictions_loss: 615.5002 - logcount_predictions_loss: 64.5167 67/2150 [..............................] - ETA: 5:17 - loss: 1209.4357 - logits_profile_predictions_loss: 615.1994 - logcount_predictions_loss: 63.8964 68/2150 [..............................] - ETA: 5:17 - loss: 1203.5070 - logits_profile_predictions_loss: 614.9121 - logcount_predictions_loss: 63.2898 69/2150 [..............................] - ETA: 5:16 - loss: 1197.7027 - logits_profile_predictions_loss: 614.6260 - logcount_predictions_loss: 62.6964 70/2150 [..............................] - ETA: 5:16 - loss: 1192.0527 - logits_profile_predictions_loss: 614.3737 - logcount_predictions_loss: 62.1160 71/2150 [..............................] - ETA: 5:16 - loss: 1186.5285 - logits_profile_predictions_loss: 614.1317 - logcount_predictions_loss: 61.5480 72/2150 [>.............................] - ETA: 5:16 - loss: 1181.1121 - logits_profile_predictions_loss: 613.8866 - logcount_predictions_loss: 60.9920 73/2150 [>.............................] - ETA: 5:16 - loss: 1175.8154 - logits_profile_predictions_loss: 613.6531 - logcount_predictions_loss: 60.4475 74/2150 [>.............................] - ETA: 5:16 - loss: 1170.6324 - logits_profile_predictions_loss: 613.4288 - logcount_predictions_loss: 59.9144 75/2150 [>.............................] - ETA: 5:16 - loss: 1165.5476 - logits_profile_predictions_loss: 613.2020 - logcount_predictions_loss: 59.3920 76/2150 [>.............................] - ETA: 5:15 - loss: 1160.5688 - logits_profile_predictions_loss: 612.9834 - logcount_predictions_loss: 58.8801 77/2150 [>.............................] - ETA: 5:15 - loss: 1155.6634 - logits_profile_predictions_loss: 612.7448 - logcount_predictions_loss: 58.3783 78/2150 [>.............................] - ETA: 5:15 - loss: 1150.8519 - logits_profile_predictions_loss: 612.5082 - logcount_predictions_loss: 57.8864 79/2150 [>.............................] - ETA: 5:15 - loss: 1146.1720 - logits_profile_predictions_loss: 612.3122 - logcount_predictions_loss: 57.4043 80/2150 [>.............................] - ETA: 5:15 - loss: 1141.5907 - logits_profile_predictions_loss: 612.1280 - logcount_predictions_loss: 56.9315 81/2150 [>.............................] - ETA: 5:15 - loss: 1137.1072 - logits_profile_predictions_loss: 611.9574 - logcount_predictions_loss: 56.4677 82/2150 [>.............................] - ETA: 5:14 - loss: 1132.6971 - logits_profile_predictions_loss: 611.7794 - logcount_predictions_loss: 56.0126 83/2150 [>.............................] - ETA: 5:14 - loss: 1128.3588 - logits_profile_predictions_loss: 611.5948 - logcount_predictions_loss: 55.5660 84/2150 [>.............................] - ETA: 5:14 - loss: 1124.0793 - logits_profile_predictions_loss: 611.3931 - logcount_predictions_loss: 55.1275 85/2150 [>.............................] - ETA: 5:14 - loss: 1119.8925 - logits_profile_predictions_loss: 611.2091 - logcount_predictions_loss: 54.6971 86/2150 [>.............................] - ETA: 5:14 - loss: 1115.7890 - logits_profile_predictions_loss: 611.0355 - logcount_predictions_loss: 54.2746 87/2150 [>.............................] - ETA: 5:14 - loss: 1111.7610 - logits_profile_predictions_loss: 610.8669 - logcount_predictions_loss: 53.8596 88/2150 [>.............................] - ETA: 5:14 - loss: 1107.8122 - logits_profile_predictions_loss: 610.7085 - logcount_predictions_loss: 53.4520 89/2150 [>.............................] - ETA: 5:14 - loss: 1103.9262 - logits_profile_predictions_loss: 610.5465 - logcount_predictions_loss: 53.0516 90/2150 [>.............................] - ETA: 5:14 - loss: 1100.1168 - logits_profile_predictions_loss: 610.3959 - logcount_predictions_loss: 52.6581 91/2150 [>.............................] - ETA: 5:13 - loss: 1096.3637 - logits_profile_predictions_loss: 610.2392 - logcount_predictions_loss: 52.2714 92/2150 [>.............................] - ETA: 5:13 - loss: 1092.6754 - logits_profile_predictions_loss: 610.0859 - logcount_predictions_loss: 51.8913 93/2150 [>.............................] - ETA: 5:13 - loss: 1089.0562 - logits_profile_predictions_loss: 609.9416 - logcount_predictions_loss: 51.5177 94/2150 [>.............................] - ETA: 5:13 - loss: 1085.5050 - logits_profile_predictions_loss: 609.8065 - logcount_predictions_loss: 51.1504 95/2150 [>.............................] - ETA: 5:13 - loss: 1082.0282 - logits_profile_predictions_loss: 609.6887 - logcount_predictions_loss: 50.7892 96/2150 [>.............................] - ETA: 5:13 - loss: 1078.6001 - logits_profile_predictions_loss: 609.5647 - logcount_predictions_loss: 50.4339 97/2150 [>.............................] - ETA: 5:13 - loss: 1075.2363 - logits_profile_predictions_loss: 609.4508 - logcount_predictions_loss: 50.0844 98/2150 [>.............................] - ETA: 5:12 - loss: 1071.9245 - logits_profile_predictions_loss: 609.3367 - logcount_predictions_loss: 49.7406 99/2150 [>.............................] - ETA: 5:12 - loss: 1068.6594 - logits_profile_predictions_loss: 609.2184 - logcount_predictions_loss: 49.4022 100/2150 [>.............................] - ETA: 5:12 - loss: 1065.4611 - logits_profile_predictions_loss: 609.1164 - logcount_predictions_loss: 49.0693 101/2150 [>.............................] - ETA: 5:12 - loss: 1062.3164 - logits_profile_predictions_loss: 609.0193 - logcount_predictions_loss: 48.7416 102/2150 [>.............................] - ETA: 5:12 - loss: 1059.2209 - logits_profile_predictions_loss: 608.9240 - logcount_predictions_loss: 48.4190 103/2150 [>.............................] - ETA: 5:12 - loss: 1056.1647 - logits_profile_predictions_loss: 608.8223 - logcount_predictions_loss: 48.1013 104/2150 [>.............................] - ETA: 5:11 - loss: 1053.1571 - logits_profile_predictions_loss: 608.7238 - logcount_predictions_loss: 47.7885 105/2150 [>.............................] - ETA: 5:11 - loss: 1050.1936 - logits_profile_predictions_loss: 608.6254 - logcount_predictions_loss: 47.4804 106/2150 [>.............................] - ETA: 5:11 - loss: 1047.2829 - logits_profile_predictions_loss: 608.5365 - logcount_predictions_loss: 47.1770 107/2150 [>.............................] - ETA: 5:11 - loss: 1044.4277 - logits_profile_predictions_loss: 608.4605 - logcount_predictions_loss: 46.8782 108/2150 [>.............................] - ETA: 5:11 - loss: 1041.6289 - logits_profile_predictions_loss: 608.3994 - logcount_predictions_loss: 46.5838 109/2150 [>.............................] - ETA: 5:11 - loss: 1038.8676 - logits_profile_predictions_loss: 608.3357 - logcount_predictions_loss: 46.2937 110/2150 [>.............................] - ETA: 5:11 - loss: 1036.1419 - logits_profile_predictions_loss: 608.2685 - logcount_predictions_loss: 46.0079 111/2150 [>.............................] - ETA: 5:10 - loss: 1033.4615 - logits_profile_predictions_loss: 608.2084 - logcount_predictions_loss: 45.7261 112/2150 [>.............................] - ETA: 5:10 - loss: 1030.8207 - logits_profile_predictions_loss: 608.1502 - logcount_predictions_loss: 45.4484 113/2150 [>.............................] - ETA: 5:10 - loss: 1028.2213 - logits_profile_predictions_loss: 608.0966 - logcount_predictions_loss: 45.1747 114/2150 [>.............................] - ETA: 5:10 - loss: 1025.6706 - logits_profile_predictions_loss: 608.0554 - logcount_predictions_loss: 44.9049 115/2150 [>.............................] - ETA: 5:10 - loss: 1023.1467 - logits_profile_predictions_loss: 608.0062 - logcount_predictions_loss: 44.6388 116/2150 [>.............................] - ETA: 5:10 - loss: 1020.6511 - logits_profile_predictions_loss: 607.9514 - logcount_predictions_loss: 44.3763 117/2150 [>.............................] - ETA: 5:09 - loss: 1018.1833 - logits_profile_predictions_loss: 607.8911 - logcount_predictions_loss: 44.1174 118/2150 [>.............................] - ETA: 5:09 - loss: 1015.7377 - logits_profile_predictions_loss: 607.8206 - logcount_predictions_loss: 43.8620 119/2150 [>.............................] - ETA: 5:09 - loss: 1013.3208 - logits_profile_predictions_loss: 607.7469 - logcount_predictions_loss: 43.6101 120/2150 [>.............................] - ETA: 5:09 - loss: 1010.9331 - logits_profile_predictions_loss: 607.6710 - logcount_predictions_loss: 43.3615 121/2150 [>.............................] - ETA: 5:09 - loss: 1008.5796 - logits_profile_predictions_loss: 607.5983 - logcount_predictions_loss: 43.1163 122/2150 [>.............................] - ETA: 5:09 - loss: 1006.2516 - logits_profile_predictions_loss: 607.5212 - logcount_predictions_loss: 42.8742 123/2150 [>.............................] - ETA: 5:09 - loss: 1003.9529 - logits_profile_predictions_loss: 607.4440 - logcount_predictions_loss: 42.6354 124/2150 [>.............................] - ETA: 5:08 - loss: 1001.6781 - logits_profile_predictions_loss: 607.3619 - logcount_predictions_loss: 42.3996 125/2150 [>.............................] - ETA: 5:08 - loss: 999.4284 - logits_profile_predictions_loss: 607.2767 - logcount_predictions_loss: 42.1668  126/2150 [>.............................] - ETA: 5:08 - loss: 997.2005 - logits_profile_predictions_loss: 607.1857 - logcount_predictions_loss: 41.9371 127/2150 [>.............................] - ETA: 5:08 - loss: 994.9996 - logits_profile_predictions_loss: 607.0945 - logcount_predictions_loss: 41.7102 128/2150 [>.............................] - ETA: 5:08 - loss: 992.8321 - logits_profile_predictions_loss: 607.0097 - logcount_predictions_loss: 41.4863 129/2150 [>.............................] - ETA: 5:08 - loss: 990.6927 - logits_profile_predictions_loss: 606.9265 - logcount_predictions_loss: 41.2652 130/2150 [>.............................] - ETA: 5:07 - loss: 988.5803 - logits_profile_predictions_loss: 606.8447 - logcount_predictions_loss: 41.0468 131/2150 [>.............................] - ETA: 5:07 - loss: 986.4871 - logits_profile_predictions_loss: 606.7572 - logcount_predictions_loss: 40.8312 132/2150 [>.............................] - ETA: 5:07 - loss: 984.4221 - logits_profile_predictions_loss: 606.6731 - logcount_predictions_loss: 40.6182 133/2150 [>.............................] - ETA: 5:07 - loss: 982.3887 - logits_profile_predictions_loss: 606.5962 - 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[==============================] - ETA: 0s - loss: 615.7552 - logits_profile_predictions_loss: 558.1610 - logcount_predictions_loss: 6.1929 2150/2150 [==============================] - 352s 160ms/step - loss: 615.7283 - logits_profile_predictions_loss: 558.1505 - logcount_predictions_loss: 6.1911 - val_loss: 497.6945 - val_logits_profile_predictions_loss: 489.9113 - val_logcount_predictions_loss: 0.8369 Epoch 00001: val_loss improved from inf to 497.69446, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR739VKY//chrombppnet_model_encsr283tme_bias_fold_4/chrombpnet.h5 Epoch 2/50 1/2150 [..............................] - ETA: 6:38 - loss: 531.5632 - logits_profile_predictions_loss: 521.4453 - logcount_predictions_loss: 1.0880 2/2150 [..............................] - ETA: 5:35 - loss: 496.7741 - logits_profile_predictions_loss: 487.6041 - logcount_predictions_loss: 0.9860 3/2150 [..............................] - ETA: 5:31 - loss: 495.7385 - 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[..............................] - ETA: 5:26 - loss: 497.0117 - logits_profile_predictions_loss: 488.3733 - logcount_predictions_loss: 0.9289 11/2150 [..............................] - ETA: 5:26 - loss: 497.9792 - logits_profile_predictions_loss: 489.3742 - logcount_predictions_loss: 0.9253 12/2150 [..............................] - ETA: 5:25 - loss: 498.6241 - logits_profile_predictions_loss: 490.0621 - logcount_predictions_loss: 0.9206 13/2150 [..............................] - ETA: 5:25 - loss: 499.3296 - logits_profile_predictions_loss: 490.8000 - logcount_predictions_loss: 0.9172 14/2150 [..............................] - ETA: 5:25 - loss: 499.8437 - logits_profile_predictions_loss: 491.3441 - logcount_predictions_loss: 0.9139 15/2150 [..............................] - ETA: 5:25 - loss: 500.9019 - logits_profile_predictions_loss: 492.4162 - logcount_predictions_loss: 0.9124 16/2150 [..............................] - ETA: 5:24 - loss: 501.5090 - logits_profile_predictions_loss: 493.0466 - logcount_predictions_loss: 0.9099 17/2150 [..............................] - ETA: 5:24 - loss: 502.0085 - logits_profile_predictions_loss: 493.5744 - logcount_predictions_loss: 0.9069 18/2150 [..............................] - ETA: 5:24 - loss: 502.7598 - logits_profile_predictions_loss: 494.3459 - logcount_predictions_loss: 0.9047 19/2150 [..............................] - ETA: 5:24 - loss: 503.6653 - logits_profile_predictions_loss: 495.2706 - logcount_predictions_loss: 0.9027 20/2150 [..............................] - ETA: 5:24 - loss: 504.5916 - logits_profile_predictions_loss: 496.2175 - logcount_predictions_loss: 0.9004 21/2150 [..............................] - ETA: 5:23 - loss: 505.7048 - logits_profile_predictions_loss: 497.3504 - logcount_predictions_loss: 0.8983 22/2150 [..............................] - ETA: 5:23 - loss: 506.7717 - logits_profile_predictions_loss: 498.4357 - logcount_predictions_loss: 0.8963 23/2150 [..............................] - ETA: 5:23 - 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30/2150 [..............................] - ETA: 5:22 - loss: 512.0021 - logits_profile_predictions_loss: 503.7608 - logcount_predictions_loss: 0.8862 31/2150 [..............................] - ETA: 5:22 - loss: 512.7662 - logits_profile_predictions_loss: 504.5206 - logcount_predictions_loss: 0.8866 32/2150 [..............................] - ETA: 5:22 - loss: 513.3953 - logits_profile_predictions_loss: 505.1485 - logcount_predictions_loss: 0.8868 33/2150 [..............................] - ETA: 5:21 - loss: 513.9449 - logits_profile_predictions_loss: 505.6971 - logcount_predictions_loss: 0.8869 34/2150 [..............................] - ETA: 5:21 - loss: 514.7137 - logits_profile_predictions_loss: 506.4577 - logcount_predictions_loss: 0.8877 35/2150 [..............................] - ETA: 5:21 - loss: 515.4573 - logits_profile_predictions_loss: 507.1932 - logcount_predictions_loss: 0.8886 36/2150 [..............................] - ETA: 5:21 - loss: 516.1314 - 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[..............................] - ETA: 5:20 - loss: 519.2633 - logits_profile_predictions_loss: 510.9421 - logcount_predictions_loss: 0.8947 44/2150 [..............................] - ETA: 5:20 - loss: 519.5222 - logits_profile_predictions_loss: 511.1975 - logcount_predictions_loss: 0.8951 45/2150 [..............................] - ETA: 5:20 - loss: 519.7227 - logits_profile_predictions_loss: 511.3953 - logcount_predictions_loss: 0.8954 46/2150 [..............................] - ETA: 5:19 - loss: 519.9273 - logits_profile_predictions_loss: 511.5960 - logcount_predictions_loss: 0.8958 47/2150 [..............................] - ETA: 5:19 - loss: 520.1144 - logits_profile_predictions_loss: 511.7787 - logcount_predictions_loss: 0.8963 48/2150 [..............................] - ETA: 5:19 - loss: 520.3364 - logits_profile_predictions_loss: 511.9946 - logcount_predictions_loss: 0.8970 49/2150 [..............................] - ETA: 5:19 - loss: 520.5579 - logits_profile_predictions_loss: 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logits_profile_predictions_loss: 516.2371 - logcount_predictions_loss: 0.8972 207/2150 [=>............................] - ETA: 4:55 - loss: 524.5790 - logits_profile_predictions_loss: 516.2365 - logcount_predictions_loss: 0.8970 208/2150 [=>............................] - ETA: 4:55 - loss: 524.5781 - logits_profile_predictions_loss: 516.2368 - logcount_predictions_loss: 0.8969 209/2150 [=>............................] - ETA: 4:55 - loss: 524.5771 - logits_profile_predictions_loss: 516.2370 - logcount_predictions_loss: 0.8968 210/2150 [=>............................] - ETA: 4:55 - loss: 524.5771 - logits_profile_predictions_loss: 516.2382 - logcount_predictions_loss: 0.8966 211/2150 [=>............................] - ETA: 4:54 - loss: 524.5752 - logits_profile_predictions_loss: 516.2376 - logcount_predictions_loss: 0.8965 212/2150 [=>............................] - ETA: 4:54 - loss: 524.5757 - logits_profile_predictions_loss: 516.2393 - logcount_predictions_loss: 0.8964 213/2150 [=>............................] - ETA: 4:54 - loss: 524.5775 - logits_profile_predictions_loss: 516.2424 - logcount_predictions_loss: 0.8963 214/2150 [=>............................] - ETA: 4:54 - loss: 524.5785 - logits_profile_predictions_loss: 516.2446 - logcount_predictions_loss: 0.8961 215/2150 [==>...........................] - ETA: 4:54 - loss: 524.5801 - logits_profile_predictions_loss: 516.2474 - logcount_predictions_loss: 0.8960 216/2150 [==>...........................] - ETA: 4:54 - loss: 524.5818 - logits_profile_predictions_loss: 516.2503 - logcount_predictions_loss: 0.8959 217/2150 [==>...........................] - ETA: 4:54 - loss: 524.5849 - logits_profile_predictions_loss: 516.2546 - logcount_predictions_loss: 0.8957 218/2150 [==>...........................] - ETA: 4:53 - loss: 524.5869 - logits_profile_predictions_loss: 516.2579 - logcount_predictions_loss: 0.8956 219/2150 [==>...........................] - ETA: 4:53 - loss: 524.5868 - 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[==>...........................] - ETA: 4:50 - loss: 524.5611 - logits_profile_predictions_loss: 516.2595 - logcount_predictions_loss: 0.8926 240/2150 [==>...........................] - ETA: 4:50 - loss: 524.5609 - logits_profile_predictions_loss: 516.2606 - logcount_predictions_loss: 0.8925 241/2150 [==>...........................] - ETA: 4:50 - loss: 524.5601 - logits_profile_predictions_loss: 516.2611 - logcount_predictions_loss: 0.8924 242/2150 [==>...........................] - ETA: 4:50 - loss: 524.5588 - logits_profile_predictions_loss: 516.2610 - logcount_predictions_loss: 0.8922 243/2150 [==>...........................] - ETA: 4:50 - loss: 524.5562 - logits_profile_predictions_loss: 516.2596 - logcount_predictions_loss: 0.8921 244/2150 [==>...........................] - ETA: 4:49 - loss: 524.5530 - logits_profile_predictions_loss: 516.2577 - logcount_predictions_loss: 0.8920 245/2150 [==>...........................] - ETA: 4:49 - loss: 524.5506 - 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[===>..........................] - ETA: 4:40 - loss: 524.1773 - logits_profile_predictions_loss: 515.9602 - logcount_predictions_loss: 0.8836 305/2150 [===>..........................] - ETA: 4:40 - loss: 524.1691 - logits_profile_predictions_loss: 515.9532 - logcount_predictions_loss: 0.8834 306/2150 [===>..........................] - ETA: 4:40 - loss: 524.1607 - logits_profile_predictions_loss: 515.9461 - logcount_predictions_loss: 0.8833 307/2150 [===>..........................] - ETA: 4:40 - loss: 524.1522 - logits_profile_predictions_loss: 515.9388 - logcount_predictions_loss: 0.8832 308/2150 [===>..........................] - ETA: 4:40 - loss: 524.1436 - logits_profile_predictions_loss: 515.9315 - logcount_predictions_loss: 0.8830 309/2150 [===>..........................] - ETA: 4:40 - loss: 524.1345 - logits_profile_predictions_loss: 515.9236 - logcount_predictions_loss: 0.8829 310/2150 [===>..........................] - ETA: 4:39 - loss: 524.1251 - 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logits_profile_predictions_loss: 515.8139 - logcount_predictions_loss: 0.8809 324/2150 [===>..........................] - ETA: 4:37 - loss: 523.9988 - logits_profile_predictions_loss: 515.8075 - logcount_predictions_loss: 0.8808 325/2150 [===>..........................] - ETA: 4:37 - loss: 523.9910 - logits_profile_predictions_loss: 515.8011 - logcount_predictions_loss: 0.8806 326/2150 [===>..........................] - ETA: 4:37 - loss: 523.9834 - logits_profile_predictions_loss: 515.7947 - logcount_predictions_loss: 0.8805 327/2150 [===>..........................] - ETA: 4:37 - loss: 523.9760 - logits_profile_predictions_loss: 515.7886 - logcount_predictions_loss: 0.8804 328/2150 [===>..........................] - ETA: 4:37 - loss: 523.9679 - logits_profile_predictions_loss: 515.7820 - logcount_predictions_loss: 0.8802 329/2150 [===>..........................] - ETA: 4:37 - loss: 523.9604 - logits_profile_predictions_loss: 515.7757 - logcount_predictions_loss: 0.8801 330/2150 [===>..........................] - ETA: 4:36 - loss: 523.9534 - logits_profile_predictions_loss: 515.7700 - logcount_predictions_loss: 0.8799 331/2150 [===>..........................] - ETA: 4:36 - loss: 523.9463 - logits_profile_predictions_loss: 515.7642 - logcount_predictions_loss: 0.8798 332/2150 [===>..........................] - ETA: 4:36 - loss: 523.9388 - logits_profile_predictions_loss: 515.7580 - logcount_predictions_loss: 0.8797 333/2150 [===>..........................] - ETA: 4:36 - loss: 523.9314 - logits_profile_predictions_loss: 515.7519 - logcount_predictions_loss: 0.8795 334/2150 [===>..........................] - ETA: 4:36 - loss: 523.9247 - logits_profile_predictions_loss: 515.7465 - logcount_predictions_loss: 0.8794 335/2150 [===>..........................] - ETA: 4:36 - loss: 523.9180 - logits_profile_predictions_loss: 515.7410 - logcount_predictions_loss: 0.8792 336/2150 [===>..........................] - ETA: 4:35 - loss: 523.9123 - logits_profile_predictions_loss: 515.7365 - logcount_predictions_loss: 0.8791 337/2150 [===>..........................] - ETA: 4:35 - loss: 523.9059 - logits_profile_predictions_loss: 515.7313 - logcount_predictions_loss: 0.8790 338/2150 [===>..........................] - ETA: 4:35 - loss: 523.8989 - logits_profile_predictions_loss: 515.7257 - logcount_predictions_loss: 0.8788 339/2150 [===>..........................] - ETA: 4:35 - loss: 523.8918 - logits_profile_predictions_loss: 515.7198 - logcount_predictions_loss: 0.8787 340/2150 [===>..........................] - ETA: 4:35 - loss: 523.8853 - logits_profile_predictions_loss: 515.7145 - logcount_predictions_loss: 0.8786 341/2150 [===>..........................] - ETA: 4:35 - loss: 523.8788 - logits_profile_predictions_loss: 515.7093 - logcount_predictions_loss: 0.8784 342/2150 [===>..........................] - ETA: 4:35 - loss: 523.8730 - logits_profile_predictions_loss: 515.7047 - logcount_predictions_loss: 0.8783 343/2150 [===>..........................] - ETA: 4:34 - loss: 523.8673 - logits_profile_predictions_loss: 515.7002 - logcount_predictions_loss: 0.8782 344/2150 [===>..........................] - ETA: 4:34 - loss: 523.8611 - logits_profile_predictions_loss: 515.6953 - logcount_predictions_loss: 0.8780 345/2150 [===>..........................] - ETA: 4:34 - loss: 523.8542 - logits_profile_predictions_loss: 515.6895 - logcount_predictions_loss: 0.8779 346/2150 [===>..........................] - ETA: 4:34 - loss: 523.8477 - logits_profile_predictions_loss: 515.6843 - logcount_predictions_loss: 0.8778 347/2150 [===>..........................] - ETA: 4:34 - loss: 523.8415 - logits_profile_predictions_loss: 515.6793 - logcount_predictions_loss: 0.8777 348/2150 [===>..........................] - ETA: 4:34 - loss: 523.8358 - logits_profile_predictions_loss: 515.6748 - logcount_predictions_loss: 0.8775 349/2150 [===>..........................] - ETA: 4:33 - loss: 523.8304 - logits_profile_predictions_loss: 515.6705 - logcount_predictions_loss: 0.8774 350/2150 [===>..........................] - ETA: 4:33 - loss: 523.8250 - logits_profile_predictions_loss: 515.6663 - logcount_predictions_loss: 0.8773 351/2150 [===>..........................] - ETA: 4:33 - loss: 523.8193 - logits_profile_predictions_loss: 515.6618 - logcount_predictions_loss: 0.8771 352/2150 [===>..........................] - ETA: 4:33 - loss: 523.8132 - logits_profile_predictions_loss: 515.6569 - logcount_predictions_loss: 0.8770 353/2150 [===>..........................] - ETA: 4:33 - loss: 523.8082 - logits_profile_predictions_loss: 515.6531 - logcount_predictions_loss: 0.8769 354/2150 [===>..........................] - ETA: 4:33 - loss: 523.8030 - logits_profile_predictions_loss: 515.6491 - logcount_predictions_loss: 0.8768 355/2150 [===>..........................] - ETA: 4:33 - loss: 523.7987 - logits_profile_predictions_loss: 515.6460 - logcount_predictions_loss: 0.8766 356/2150 [===>..........................] - ETA: 4:32 - loss: 523.7937 - logits_profile_predictions_loss: 515.6422 - logcount_predictions_loss: 0.8765 357/2150 [===>..........................] - ETA: 4:32 - loss: 523.7894 - logits_profile_predictions_loss: 515.6391 - logcount_predictions_loss: 0.8764 358/2150 [===>..........................] - ETA: 4:32 - loss: 523.7854 - logits_profile_predictions_loss: 515.6362 - logcount_predictions_loss: 0.8763 359/2150 [====>.........................] - ETA: 4:32 - loss: 523.7818 - logits_profile_predictions_loss: 515.6338 - logcount_predictions_loss: 0.8761 360/2150 [====>.........................] - ETA: 4:32 - loss: 523.7778 - logits_profile_predictions_loss: 515.6310 - logcount_predictions_loss: 0.8760 361/2150 [====>.........................] - ETA: 4:32 - loss: 523.7730 - logits_profile_predictions_loss: 515.6273 - logcount_predictions_loss: 0.8759 362/2150 [====>.........................] - ETA: 4:31 - loss: 523.7679 - 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[====>.........................] - ETA: 4:30 - loss: 523.7310 - logits_profile_predictions_loss: 515.5949 - logcount_predictions_loss: 0.8749 370/2150 [====>.........................] - ETA: 4:30 - loss: 523.7264 - logits_profile_predictions_loss: 515.5914 - logcount_predictions_loss: 0.8747 371/2150 [====>.........................] - ETA: 4:30 - loss: 523.7220 - logits_profile_predictions_loss: 515.5881 - logcount_predictions_loss: 0.8746 372/2150 [====>.........................] - ETA: 4:30 - loss: 523.7176 - logits_profile_predictions_loss: 515.5849 - logcount_predictions_loss: 0.8745 373/2150 [====>.........................] - ETA: 4:30 - loss: 523.7131 - logits_profile_predictions_loss: 515.5816 - logcount_predictions_loss: 0.8744 374/2150 [====>.........................] - ETA: 4:30 - loss: 523.7090 - logits_profile_predictions_loss: 515.5787 - logcount_predictions_loss: 0.8742 375/2150 [====>.........................] - ETA: 4:29 - loss: 523.7053 - 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[====>.........................] - ETA: 4:28 - loss: 523.6866 - logits_profile_predictions_loss: 515.5652 - logcount_predictions_loss: 0.8733 383/2150 [====>.........................] - ETA: 4:28 - loss: 523.6843 - logits_profile_predictions_loss: 515.5639 - logcount_predictions_loss: 0.8732 384/2150 [====>.........................] - ETA: 4:28 - loss: 523.6820 - logits_profile_predictions_loss: 515.5627 - logcount_predictions_loss: 0.8730 385/2150 [====>.........................] - ETA: 4:28 - loss: 523.6795 - logits_profile_predictions_loss: 515.5613 - logcount_predictions_loss: 0.8729 386/2150 [====>.........................] - ETA: 4:28 - loss: 523.6777 - logits_profile_predictions_loss: 515.5606 - logcount_predictions_loss: 0.8728 387/2150 [====>.........................] - ETA: 4:28 - loss: 523.6761 - logits_profile_predictions_loss: 515.5600 - logcount_predictions_loss: 0.8727 388/2150 [====>.........................] - ETA: 4:27 - loss: 523.6750 - 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[====>.........................] - ETA: 4:26 - loss: 523.6644 - logits_profile_predictions_loss: 515.5567 - logcount_predictions_loss: 0.8718 396/2150 [====>.........................] - ETA: 4:26 - loss: 523.6609 - logits_profile_predictions_loss: 515.5542 - logcount_predictions_loss: 0.8717 397/2150 [====>.........................] - ETA: 4:26 - loss: 523.6574 - logits_profile_predictions_loss: 515.5518 - logcount_predictions_loss: 0.8716 398/2150 [====>.........................] - ETA: 4:26 - loss: 523.6533 - logits_profile_predictions_loss: 515.5487 - logcount_predictions_loss: 0.8715 399/2150 [====>.........................] - ETA: 4:26 - loss: 523.6485 - logits_profile_predictions_loss: 515.5450 - logcount_predictions_loss: 0.8713 400/2150 [====>.........................] - ETA: 4:26 - loss: 523.6436 - logits_profile_predictions_loss: 515.5412 - logcount_predictions_loss: 0.8712 401/2150 [====>.........................] - ETA: 4:26 - loss: 523.6389 - 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[====>.........................] - ETA: 4:24 - loss: 523.6008 - logits_profile_predictions_loss: 515.5068 - logcount_predictions_loss: 0.8703 409/2150 [====>.........................] - ETA: 4:24 - loss: 523.5948 - logits_profile_predictions_loss: 515.5019 - logcount_predictions_loss: 0.8702 410/2150 [====>.........................] - ETA: 4:24 - loss: 523.5884 - logits_profile_predictions_loss: 515.4965 - logcount_predictions_loss: 0.8701 411/2150 [====>.........................] - ETA: 4:24 - loss: 523.5820 - logits_profile_predictions_loss: 515.4913 - logcount_predictions_loss: 0.8700 412/2150 [====>.........................] - ETA: 4:24 - loss: 523.5753 - logits_profile_predictions_loss: 515.4856 - logcount_predictions_loss: 0.8699 413/2150 [====>.........................] - ETA: 4:24 - loss: 523.5687 - logits_profile_predictions_loss: 515.4801 - logcount_predictions_loss: 0.8697 414/2150 [====>.........................] - ETA: 4:24 - loss: 523.5624 - 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[====>.........................] - ETA: 4:22 - loss: 523.5229 - logits_profile_predictions_loss: 515.4426 - logcount_predictions_loss: 0.8688 422/2150 [====>.........................] - ETA: 4:22 - loss: 523.5187 - logits_profile_predictions_loss: 515.4395 - logcount_predictions_loss: 0.8687 423/2150 [====>.........................] - ETA: 4:22 - loss: 523.5151 - logits_profile_predictions_loss: 515.4369 - logcount_predictions_loss: 0.8686 424/2150 [====>.........................] - ETA: 4:22 - loss: 523.5117 - logits_profile_predictions_loss: 515.4345 - logcount_predictions_loss: 0.8685 425/2150 [====>.........................] - ETA: 4:22 - loss: 523.5087 - logits_profile_predictions_loss: 515.4325 - logcount_predictions_loss: 0.8684 426/2150 [====>.........................] - ETA: 4:22 - loss: 523.5060 - logits_profile_predictions_loss: 515.4308 - logcount_predictions_loss: 0.8683 427/2150 [====>.........................] - ETA: 4:22 - loss: 523.5030 - logits_profile_predictions_loss: 515.4288 - logcount_predictions_loss: 0.8682 428/2150 [====>.........................] - ETA: 4:21 - loss: 523.5001 - logits_profile_predictions_loss: 515.4268 - logcount_predictions_loss: 0.8681 429/2150 [====>.........................] - ETA: 4:21 - loss: 523.4972 - logits_profile_predictions_loss: 515.4250 - logcount_predictions_loss: 0.8680 430/2150 [=====>........................] - ETA: 4:21 - loss: 523.4944 - logits_profile_predictions_loss: 515.4231 - logcount_predictions_loss: 0.8679 431/2150 [=====>........................] - ETA: 4:21 - loss: 523.4918 - logits_profile_predictions_loss: 515.4215 - logcount_predictions_loss: 0.8678 432/2150 [=====>........................] - ETA: 4:21 - loss: 523.4891 - logits_profile_predictions_loss: 515.4198 - logcount_predictions_loss: 0.8677 433/2150 [=====>........................] - ETA: 4:21 - loss: 523.4872 - logits_profile_predictions_loss: 515.4189 - logcount_predictions_loss: 0.8676 434/2150 [=====>........................] - ETA: 4:20 - loss: 523.4856 - logits_profile_predictions_loss: 515.4182 - logcount_predictions_loss: 0.8675 435/2150 [=====>........................] - ETA: 4:20 - loss: 523.4841 - logits_profile_predictions_loss: 515.4177 - logcount_predictions_loss: 0.8674 436/2150 [=====>........................] - ETA: 4:20 - loss: 523.4829 - logits_profile_predictions_loss: 515.4174 - logcount_predictions_loss: 0.8673 437/2150 [=====>........................] - ETA: 4:20 - loss: 523.4813 - logits_profile_predictions_loss: 515.4168 - logcount_predictions_loss: 0.8671 438/2150 [=====>........................] - ETA: 4:20 - loss: 523.4795 - logits_profile_predictions_loss: 515.4159 - logcount_predictions_loss: 0.8670 439/2150 [=====>........................] - ETA: 4:20 - loss: 523.4779 - logits_profile_predictions_loss: 515.4154 - logcount_predictions_loss: 0.8669 440/2150 [=====>........................] - ETA: 4:20 - loss: 523.4766 - 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[=====>........................] - ETA: 4:19 - loss: 523.4659 - logits_profile_predictions_loss: 515.4110 - logcount_predictions_loss: 0.8661 448/2150 [=====>........................] - ETA: 4:18 - loss: 523.4646 - logits_profile_predictions_loss: 515.4106 - logcount_predictions_loss: 0.8660 449/2150 [=====>........................] - ETA: 4:18 - loss: 523.4631 - logits_profile_predictions_loss: 515.4100 - logcount_predictions_loss: 0.8659 450/2150 [=====>........................] - ETA: 4:18 - loss: 523.4618 - logits_profile_predictions_loss: 515.4097 - logcount_predictions_loss: 0.8658 451/2150 [=====>........................] - ETA: 4:18 - loss: 523.4611 - logits_profile_predictions_loss: 515.4099 - logcount_predictions_loss: 0.8657 452/2150 [=====>........................] - ETA: 4:18 - loss: 523.4608 - logits_profile_predictions_loss: 515.4106 - logcount_predictions_loss: 0.8656 453/2150 [=====>........................] - ETA: 4:18 - loss: 523.4603 - 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logits_profile_predictions_loss: 510.7417 - logcount_predictions_loss: 0.7613 2146/2150 [============================>.] - ETA: 0s - loss: 517.8197 - logits_profile_predictions_loss: 510.7398 - logcount_predictions_loss: 0.7613 2147/2150 [============================>.] - ETA: 0s - loss: 517.8175 - logits_profile_predictions_loss: 510.7380 - logcount_predictions_loss: 0.7612 2148/2150 [============================>.] - ETA: 0s - loss: 517.8153 - logits_profile_predictions_loss: 510.7361 - logcount_predictions_loss: 0.7612 2149/2150 [============================>.] - ETA: 0s - loss: 517.8131 - logits_profile_predictions_loss: 510.7343 - logcount_predictions_loss: 0.7612 2150/2150 [==============================] - ETA: 0s - loss: 517.8109 - logits_profile_predictions_loss: 510.7324 - logcount_predictions_loss: 0.7611 2150/2150 [==============================] - 342s 159ms/step - loss: 517.8087 - logits_profile_predictions_loss: 510.7306 - logcount_predictions_loss: 0.7611 - val_loss: 491.4796 - val_logits_profile_predictions_loss: 486.4639 - val_logcount_predictions_loss: 0.5393 Epoch 00002: val_loss improved from 497.69446 to 491.47964, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR739VKY//chrombppnet_model_encsr283tme_bias_fold_4/chrombpnet.h5 Epoch 3/50 1/2150 [..............................] - ETA: 6:35 - loss: 464.0335 - logits_profile_predictions_loss: 458.6626 - logcount_predictions_loss: 0.5775 2/2150 [..............................] - ETA: 5:58 - loss: 458.3324 - logits_profile_predictions_loss: 453.0585 - logcount_predictions_loss: 0.5671 3/2150 [..............................] - ETA: 5:42 - loss: 454.3092 - logits_profile_predictions_loss: 449.0173 - logcount_predictions_loss: 0.5690 4/2150 [..............................] - ETA: 5:36 - loss: 454.0176 - logits_profile_predictions_loss: 448.7122 - logcount_predictions_loss: 0.5705 5/2150 [..............................] - ETA: 5:34 - loss: 451.4692 - logits_profile_predictions_loss: 446.1558 - logcount_predictions_loss: 0.5713 6/2150 [..............................] - ETA: 5:32 - loss: 450.0122 - logits_profile_predictions_loss: 444.6888 - logcount_predictions_loss: 0.5724 7/2150 [..............................] - ETA: 5:30 - loss: 453.2184 - logits_profile_predictions_loss: 447.8648 - logcount_predictions_loss: 0.5756 8/2150 [..............................] - ETA: 5:29 - loss: 455.9898 - logits_profile_predictions_loss: 450.5979 - logcount_predictions_loss: 0.5798 9/2150 [..............................] - ETA: 5:29 - loss: 459.9806 - logits_profile_predictions_loss: 454.5597 - logcount_predictions_loss: 0.5829 10/2150 [..............................] - ETA: 5:28 - loss: 463.8080 - logits_profile_predictions_loss: 458.3634 - logcount_predictions_loss: 0.5854 11/2150 [..............................] - ETA: 5:28 - loss: 467.3610 - logits_profile_predictions_loss: 461.8921 - logcount_predictions_loss: 0.5881 12/2150 [..............................] - ETA: 5:27 - loss: 470.3435 - logits_profile_predictions_loss: 464.8565 - logcount_predictions_loss: 0.5900 13/2150 [..............................] - ETA: 5:27 - loss: 472.7820 - logits_profile_predictions_loss: 467.2939 - logcount_predictions_loss: 0.5901 14/2150 [..............................] - ETA: 5:27 - loss: 474.6769 - logits_profile_predictions_loss: 469.1938 - logcount_predictions_loss: 0.5896 15/2150 [..............................] - ETA: 5:26 - loss: 476.3595 - logits_profile_predictions_loss: 470.8749 - logcount_predictions_loss: 0.5897 16/2150 [..............................] - ETA: 5:26 - loss: 477.5941 - logits_profile_predictions_loss: 472.1133 - logcount_predictions_loss: 0.5893 17/2150 [..............................] - ETA: 5:25 - loss: 478.4741 - logits_profile_predictions_loss: 473.0018 - logcount_predictions_loss: 0.5884 18/2150 [..............................] - ETA: 5:25 - loss: 479.3856 - logits_profile_predictions_loss: 473.9163 - logcount_predictions_loss: 0.5881 19/2150 [..............................] - ETA: 5:25 - loss: 480.2129 - logits_profile_predictions_loss: 474.7464 - logcount_predictions_loss: 0.5878 20/2150 [..............................] - ETA: 5:25 - loss: 481.1210 - logits_profile_predictions_loss: 475.6546 - logcount_predictions_loss: 0.5878 21/2150 [..............................] - ETA: 5:24 - loss: 481.9265 - logits_profile_predictions_loss: 476.4594 - logcount_predictions_loss: 0.5879 22/2150 [..............................] - ETA: 5:24 - loss: 482.6269 - logits_profile_predictions_loss: 477.1577 - logcount_predictions_loss: 0.5881 23/2150 [..............................] - ETA: 5:24 - loss: 483.2319 - logits_profile_predictions_loss: 477.7625 - logcount_predictions_loss: 0.5881 24/2150 [..............................] - ETA: 5:24 - loss: 483.7599 - logits_profile_predictions_loss: 478.2903 - logcount_predictions_loss: 0.5881 25/2150 [..............................] - ETA: 5:24 - loss: 484.0729 - logits_profile_predictions_loss: 478.6051 - logcount_predictions_loss: 0.5879 26/2150 [..............................] - ETA: 5:24 - loss: 484.4133 - logits_profile_predictions_loss: 478.9492 - logcount_predictions_loss: 0.5875 27/2150 [..............................] - ETA: 5:24 - loss: 484.6893 - logits_profile_predictions_loss: 479.2306 - logcount_predictions_loss: 0.5870 28/2150 [..............................] - ETA: 5:23 - loss: 485.1022 - logits_profile_predictions_loss: 479.6454 - logcount_predictions_loss: 0.5868 29/2150 [..............................] - ETA: 5:23 - loss: 485.5047 - logits_profile_predictions_loss: 480.0506 - logcount_predictions_loss: 0.5865 30/2150 [..............................] - ETA: 5:23 - loss: 485.9656 - logits_profile_predictions_loss: 480.5151 - logcount_predictions_loss: 0.5861 31/2150 [..............................] - ETA: 5:23 - loss: 486.3939 - logits_profile_predictions_loss: 480.9468 - logcount_predictions_loss: 0.5857 32/2150 [..............................] - ETA: 5:23 - loss: 486.8679 - logits_profile_predictions_loss: 481.4233 - logcount_predictions_loss: 0.5854 33/2150 [..............................] - ETA: 5:22 - loss: 487.3202 - logits_profile_predictions_loss: 481.8780 - logcount_predictions_loss: 0.5852 34/2150 [..............................] - ETA: 5:22 - loss: 487.7455 - logits_profile_predictions_loss: 482.3060 - logcount_predictions_loss: 0.5849 35/2150 [..............................] - ETA: 5:22 - loss: 488.1383 - logits_profile_predictions_loss: 482.7007 - logcount_predictions_loss: 0.5847 36/2150 [..............................] - ETA: 5:22 - loss: 488.5857 - logits_profile_predictions_loss: 483.1454 - logcount_predictions_loss: 0.5850 37/2150 [..............................] - ETA: 5:22 - loss: 488.9858 - logits_profile_predictions_loss: 483.5432 - logcount_predictions_loss: 0.5852 38/2150 [..............................] - ETA: 5:22 - loss: 489.3007 - logits_profile_predictions_loss: 483.8583 - logcount_predictions_loss: 0.5852 39/2150 [..............................] - ETA: 5:21 - loss: 489.5799 - logits_profile_predictions_loss: 484.1380 - logcount_predictions_loss: 0.5852 40/2150 [..............................] - ETA: 5:21 - loss: 489.9075 - logits_profile_predictions_loss: 484.4653 - logcount_predictions_loss: 0.5852 41/2150 [..............................] - ETA: 5:21 - loss: 490.1918 - logits_profile_predictions_loss: 484.7500 - logcount_predictions_loss: 0.5851 42/2150 [..............................] - ETA: 5:21 - loss: 490.3936 - logits_profile_predictions_loss: 484.9526 - logcount_predictions_loss: 0.5851 43/2150 [..............................] - ETA: 5:21 - loss: 490.5980 - logits_profile_predictions_loss: 485.1565 - logcount_predictions_loss: 0.5851 44/2150 [..............................] - ETA: 5:20 - loss: 490.8255 - logits_profile_predictions_loss: 485.3838 - logcount_predictions_loss: 0.5851 45/2150 [..............................] - ETA: 5:20 - loss: 490.9977 - logits_profile_predictions_loss: 485.5565 - logcount_predictions_loss: 0.5851 46/2150 [..............................] - ETA: 5:20 - loss: 491.1505 - logits_profile_predictions_loss: 485.7102 - logcount_predictions_loss: 0.5850 47/2150 [..............................] - ETA: 5:20 - loss: 491.2676 - logits_profile_predictions_loss: 485.8284 - logcount_predictions_loss: 0.5849 48/2150 [..............................] - ETA: 5:20 - loss: 491.3636 - logits_profile_predictions_loss: 485.9252 - logcount_predictions_loss: 0.5848 49/2150 [..............................] - ETA: 5:20 - loss: 491.4508 - logits_profile_predictions_loss: 486.0133 - logcount_predictions_loss: 0.5847 50/2150 [..............................] - ETA: 5:19 - loss: 491.5831 - logits_profile_predictions_loss: 486.1454 - logcount_predictions_loss: 0.5847 51/2150 [..............................] - ETA: 5:19 - loss: 491.7018 - logits_profile_predictions_loss: 486.2646 - logcount_predictions_loss: 0.5847 52/2150 [..............................] - ETA: 5:19 - loss: 491.8138 - logits_profile_predictions_loss: 486.3773 - logcount_predictions_loss: 0.5846 53/2150 [..............................] - ETA: 5:19 - loss: 491.9164 - logits_profile_predictions_loss: 486.4810 - logcount_predictions_loss: 0.5845 54/2150 [..............................] - ETA: 5:19 - loss: 492.0247 - logits_profile_predictions_loss: 486.5901 - logcount_predictions_loss: 0.5844 55/2150 [..............................] - ETA: 5:19 - loss: 492.1411 - logits_profile_predictions_loss: 486.7073 - logcount_predictions_loss: 0.5843 56/2150 [..............................] - ETA: 5:18 - loss: 492.2662 - logits_profile_predictions_loss: 486.8332 - logcount_predictions_loss: 0.5842 57/2150 [..............................] - ETA: 5:18 - loss: 492.3623 - logits_profile_predictions_loss: 486.9304 - logcount_predictions_loss: 0.5841 58/2150 [..............................] - ETA: 5:18 - loss: 492.4627 - logits_profile_predictions_loss: 487.0317 - logcount_predictions_loss: 0.5840 59/2150 [..............................] - ETA: 5:18 - loss: 492.5729 - logits_profile_predictions_loss: 487.1422 - logcount_predictions_loss: 0.5839 60/2150 [..............................] - ETA: 5:18 - loss: 492.6605 - logits_profile_predictions_loss: 487.2305 - logcount_predictions_loss: 0.5839 61/2150 [..............................] - ETA: 5:18 - loss: 492.7281 - logits_profile_predictions_loss: 487.2990 - logcount_predictions_loss: 0.5838 62/2150 [..............................] - ETA: 5:17 - loss: 492.8051 - logits_profile_predictions_loss: 487.3770 - logcount_predictions_loss: 0.5837 63/2150 [..............................] - ETA: 5:17 - loss: 492.8895 - logits_profile_predictions_loss: 487.4628 - logcount_predictions_loss: 0.5835 64/2150 [..............................] - ETA: 5:17 - loss: 492.9684 - logits_profile_predictions_loss: 487.5433 - logcount_predictions_loss: 0.5833 65/2150 [..............................] - ETA: 5:17 - loss: 493.0423 - logits_profile_predictions_loss: 487.6188 - logcount_predictions_loss: 0.5832 66/2150 [..............................] - ETA: 5:17 - loss: 493.0764 - logits_profile_predictions_loss: 487.6549 - logcount_predictions_loss: 0.5830 67/2150 [..............................] - ETA: 5:17 - loss: 493.1027 - logits_profile_predictions_loss: 487.6833 - logcount_predictions_loss: 0.5827 68/2150 [..............................] - ETA: 5:16 - loss: 493.1457 - logits_profile_predictions_loss: 487.7276 - logcount_predictions_loss: 0.5826 69/2150 [..............................] - ETA: 5:16 - loss: 493.1852 - logits_profile_predictions_loss: 487.7687 - logcount_predictions_loss: 0.5824 70/2150 [..............................] - ETA: 5:16 - loss: 493.2253 - logits_profile_predictions_loss: 487.8105 - logcount_predictions_loss: 0.5822 71/2150 [..............................] - ETA: 5:16 - loss: 493.2616 - logits_profile_predictions_loss: 487.8484 - logcount_predictions_loss: 0.5821 72/2150 [>.............................] - ETA: 5:16 - loss: 493.2850 - logits_profile_predictions_loss: 487.8732 - logcount_predictions_loss: 0.5819 73/2150 [>.............................] - ETA: 5:16 - loss: 493.2842 - logits_profile_predictions_loss: 487.8741 - logcount_predictions_loss: 0.5817 74/2150 [>.............................] - ETA: 5:15 - loss: 493.2936 - logits_profile_predictions_loss: 487.8851 - logcount_predictions_loss: 0.5816 75/2150 [>.............................] - ETA: 5:15 - loss: 493.3156 - logits_profile_predictions_loss: 487.9086 - logcount_predictions_loss: 0.5814 76/2150 [>.............................] - ETA: 5:15 - loss: 493.3477 - logits_profile_predictions_loss: 487.9425 - logcount_predictions_loss: 0.5812 77/2150 [>.............................] - ETA: 5:15 - loss: 493.3842 - logits_profile_predictions_loss: 487.9808 - logcount_predictions_loss: 0.5810 78/2150 [>.............................] - ETA: 5:15 - loss: 493.4087 - logits_profile_predictions_loss: 488.0071 - logcount_predictions_loss: 0.5808 79/2150 [>.............................] - ETA: 5:15 - loss: 493.4401 - logits_profile_predictions_loss: 488.0402 - logcount_predictions_loss: 0.5806 80/2150 [>.............................] - ETA: 5:14 - loss: 493.4582 - logits_profile_predictions_loss: 488.0601 - logcount_predictions_loss: 0.5804 81/2150 [>.............................] - ETA: 5:14 - loss: 493.4689 - logits_profile_predictions_loss: 488.0727 - logcount_predictions_loss: 0.5802 82/2150 [>.............................] - ETA: 5:14 - loss: 493.5057 - logits_profile_predictions_loss: 488.1107 - logcount_predictions_loss: 0.5801 83/2150 [>.............................] - ETA: 5:14 - loss: 493.5424 - logits_profile_predictions_loss: 488.1485 - logcount_predictions_loss: 0.5800 84/2150 [>.............................] - ETA: 5:14 - loss: 493.5757 - logits_profile_predictions_loss: 488.1830 - logcount_predictions_loss: 0.5799 85/2150 [>.............................] - ETA: 5:14 - loss: 493.6107 - logits_profile_predictions_loss: 488.2188 - logcount_predictions_loss: 0.5798 86/2150 [>.............................] - ETA: 5:14 - loss: 493.6432 - logits_profile_predictions_loss: 488.2522 - logcount_predictions_loss: 0.5797 87/2150 [>.............................] - ETA: 5:13 - loss: 493.6693 - logits_profile_predictions_loss: 488.2792 - logcount_predictions_loss: 0.5796 88/2150 [>.............................] - ETA: 5:13 - loss: 493.6912 - logits_profile_predictions_loss: 488.3019 - logcount_predictions_loss: 0.5795 89/2150 [>.............................] - ETA: 5:13 - loss: 493.7145 - logits_profile_predictions_loss: 488.3260 - logcount_predictions_loss: 0.5794 90/2150 [>.............................] - ETA: 5:13 - loss: 493.7348 - logits_profile_predictions_loss: 488.3468 - logcount_predictions_loss: 0.5794 91/2150 [>.............................] - ETA: 5:13 - 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98/2150 [>.............................] - ETA: 5:12 - loss: 493.9096 - logits_profile_predictions_loss: 488.5239 - logcount_predictions_loss: 0.5791 99/2150 [>.............................] - ETA: 5:11 - loss: 493.9294 - logits_profile_predictions_loss: 488.5441 - logcount_predictions_loss: 0.5791 100/2150 [>.............................] - ETA: 5:11 - loss: 493.9526 - logits_profile_predictions_loss: 488.5676 - logcount_predictions_loss: 0.5790 101/2150 [>.............................] - ETA: 5:11 - loss: 493.9638 - logits_profile_predictions_loss: 488.5793 - logcount_predictions_loss: 0.5790 102/2150 [>.............................] - ETA: 5:11 - loss: 493.9783 - logits_profile_predictions_loss: 488.5945 - logcount_predictions_loss: 0.5789 103/2150 [>.............................] - ETA: 5:11 - loss: 493.9990 - logits_profile_predictions_loss: 488.6157 - logcount_predictions_loss: 0.5789 104/2150 [>.............................] - ETA: 5:11 - loss: 494.0188 - 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[>.............................] - ETA: 5:10 - loss: 494.2431 - logits_profile_predictions_loss: 488.8618 - logcount_predictions_loss: 0.5786 112/2150 [>.............................] - ETA: 5:09 - loss: 494.2760 - logits_profile_predictions_loss: 488.8950 - logcount_predictions_loss: 0.5786 113/2150 [>.............................] - ETA: 5:09 - loss: 494.3140 - logits_profile_predictions_loss: 488.9332 - logcount_predictions_loss: 0.5786 114/2150 [>.............................] - ETA: 5:09 - loss: 494.3509 - logits_profile_predictions_loss: 488.9703 - logcount_predictions_loss: 0.5786 115/2150 [>.............................] - ETA: 5:09 - loss: 494.3821 - logits_profile_predictions_loss: 489.0018 - logcount_predictions_loss: 0.5785 116/2150 [>.............................] - ETA: 5:09 - loss: 494.4145 - logits_profile_predictions_loss: 489.0346 - logcount_predictions_loss: 0.5785 117/2150 [>.............................] - ETA: 5:09 - loss: 494.4476 - logits_profile_predictions_loss: 489.0680 - logcount_predictions_loss: 0.5785 118/2150 [>.............................] - ETA: 5:08 - loss: 494.4752 - logits_profile_predictions_loss: 489.0960 - logcount_predictions_loss: 0.5784 119/2150 [>.............................] - ETA: 5:08 - loss: 494.5045 - logits_profile_predictions_loss: 489.1256 - logcount_predictions_loss: 0.5784 120/2150 [>.............................] - ETA: 5:08 - loss: 494.5345 - logits_profile_predictions_loss: 489.1559 - logcount_predictions_loss: 0.5783 121/2150 [>.............................] - ETA: 5:08 - loss: 494.5629 - logits_profile_predictions_loss: 489.1847 - logcount_predictions_loss: 0.5783 122/2150 [>.............................] - ETA: 5:08 - loss: 494.5916 - logits_profile_predictions_loss: 489.2137 - logcount_predictions_loss: 0.5783 123/2150 [>.............................] - ETA: 5:08 - loss: 494.6190 - logits_profile_predictions_loss: 489.2413 - logcount_predictions_loss: 0.5783 124/2150 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[====>.........................] - ETA: 4:28 - loss: 498.5784 - logits_profile_predictions_loss: 493.1923 - logcount_predictions_loss: 0.5792 385/2150 [====>.........................] - ETA: 4:28 - loss: 498.5913 - logits_profile_predictions_loss: 493.2052 - logcount_predictions_loss: 0.5792 386/2150 [====>.........................] - ETA: 4:28 - loss: 498.6040 - logits_profile_predictions_loss: 493.2179 - logcount_predictions_loss: 0.5792 387/2150 [====>.........................] - ETA: 4:27 - loss: 498.6160 - logits_profile_predictions_loss: 493.2300 - logcount_predictions_loss: 0.5792 388/2150 [====>.........................] - ETA: 4:27 - loss: 498.6282 - logits_profile_predictions_loss: 493.2422 - logcount_predictions_loss: 0.5792 389/2150 [====>.........................] - ETA: 4:27 - loss: 498.6406 - logits_profile_predictions_loss: 493.2545 - logcount_predictions_loss: 0.5791 390/2150 [====>.........................] - ETA: 4:27 - loss: 498.6529 - 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[====>.........................] - ETA: 4:26 - loss: 498.7387 - logits_profile_predictions_loss: 493.3527 - logcount_predictions_loss: 0.5791 398/2150 [====>.........................] - ETA: 4:26 - loss: 498.7515 - logits_profile_predictions_loss: 493.3656 - logcount_predictions_loss: 0.5791 399/2150 [====>.........................] - ETA: 4:26 - loss: 498.7642 - logits_profile_predictions_loss: 493.3782 - logcount_predictions_loss: 0.5791 400/2150 [====>.........................] - ETA: 4:25 - loss: 498.7762 - logits_profile_predictions_loss: 493.3902 - logcount_predictions_loss: 0.5791 401/2150 [====>.........................] - ETA: 4:25 - loss: 498.7878 - logits_profile_predictions_loss: 493.4018 - logcount_predictions_loss: 0.5791 402/2150 [====>.........................] - ETA: 4:25 - loss: 498.7993 - logits_profile_predictions_loss: 493.4133 - logcount_predictions_loss: 0.5791 403/2150 [====>.........................] - ETA: 4:25 - loss: 498.8107 - 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[============================>.] - ETA: 4s - loss: 502.7418 - logits_profile_predictions_loss: 497.3204 - logcount_predictions_loss: 0.5829 2122/2150 [============================>.] - ETA: 4s - loss: 502.7424 - logits_profile_predictions_loss: 497.3210 - logcount_predictions_loss: 0.5829 2123/2150 [============================>.] - ETA: 4s - loss: 502.7429 - logits_profile_predictions_loss: 497.3216 - logcount_predictions_loss: 0.5829 2124/2150 [============================>.] - ETA: 3s - loss: 502.7435 - logits_profile_predictions_loss: 497.3221 - logcount_predictions_loss: 0.5829 2125/2150 [============================>.] - ETA: 3s - loss: 502.7440 - logits_profile_predictions_loss: 497.3227 - logcount_predictions_loss: 0.5829 2126/2150 [============================>.] - ETA: 3s - loss: 502.7445 - logits_profile_predictions_loss: 497.3233 - logcount_predictions_loss: 0.5829 2127/2150 [============================>.] - ETA: 3s - loss: 502.7450 - logits_profile_predictions_loss: 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2141/2150 [============================>.] - ETA: 1s - loss: 502.7522 - logits_profile_predictions_loss: 497.3315 - logcount_predictions_loss: 0.5829 2142/2150 [============================>.] - ETA: 1s - loss: 502.7527 - logits_profile_predictions_loss: 497.3321 - logcount_predictions_loss: 0.5829 2143/2150 [============================>.] - ETA: 1s - loss: 502.7533 - logits_profile_predictions_loss: 497.3327 - logcount_predictions_loss: 0.5829 2144/2150 [============================>.] - ETA: 0s - loss: 502.7538 - logits_profile_predictions_loss: 497.3333 - logcount_predictions_loss: 0.5829 2145/2150 [============================>.] - ETA: 0s - loss: 502.7544 - logits_profile_predictions_loss: 497.3339 - logcount_predictions_loss: 0.5829 2146/2150 [============================>.] - ETA: 0s - loss: 502.7550 - logits_profile_predictions_loss: 497.3345 - logcount_predictions_loss: 0.5829 2147/2150 [============================>.] - ETA: 0s - loss: 502.7555 - logits_profile_predictions_loss: 497.3351 - logcount_predictions_loss: 0.5828 2148/2150 [============================>.] - ETA: 0s - loss: 502.7561 - logits_profile_predictions_loss: 497.3356 - logcount_predictions_loss: 0.5828 2149/2150 [============================>.] - ETA: 0s - loss: 502.7566 - logits_profile_predictions_loss: 497.3362 - logcount_predictions_loss: 0.5828 2150/2150 [==============================] - ETA: 0s - loss: 502.7572 - logits_profile_predictions_loss: 497.3368 - logcount_predictions_loss: 0.5828 2150/2150 [==============================] - 341s 159ms/step - loss: 502.7577 - logits_profile_predictions_loss: 497.3374 - logcount_predictions_loss: 0.5828 - val_loss: 484.1552 - val_logits_profile_predictions_loss: 478.3560 - val_logcount_predictions_loss: 0.6236 Epoch 00003: val_loss improved from 491.47964 to 484.15515, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR739VKY//chrombppnet_model_encsr283tme_bias_fold_4/chrombpnet.h5 Epoch 4/50 1/2150 [..............................] - ETA: 6:38 - loss: 443.7265 - logits_profile_predictions_loss: 439.8372 - logcount_predictions_loss: 0.4182 2/2150 [..............................] - ETA: 5:45 - loss: 472.4416 - logits_profile_predictions_loss: 468.3591 - logcount_predictions_loss: 0.4390 3/2150 [..............................] - ETA: 5:36 - loss: 492.1599 - logits_profile_predictions_loss: 487.9570 - logcount_predictions_loss: 0.4519 4/2150 [..............................] - ETA: 5:32 - loss: 493.5402 - logits_profile_predictions_loss: 489.2560 - logcount_predictions_loss: 0.4607 5/2150 [..............................] - ETA: 5:31 - loss: 492.9640 - logits_profile_predictions_loss: 488.6934 - logcount_predictions_loss: 0.4592 6/2150 [..............................] - ETA: 5:29 - loss: 493.3549 - logits_profile_predictions_loss: 489.0629 - logcount_predictions_loss: 0.4615 7/2150 [..............................] - ETA: 5:28 - loss: 491.8042 - logits_profile_predictions_loss: 487.5260 - logcount_predictions_loss: 0.4600 8/2150 [..............................] - ETA: 5:28 - loss: 490.1437 - logits_profile_predictions_loss: 485.8650 - logcount_predictions_loss: 0.4601 9/2150 [..............................] - ETA: 5:27 - loss: 488.5817 - logits_profile_predictions_loss: 484.2900 - logcount_predictions_loss: 0.4615 10/2150 [..............................] - ETA: 5:27 - loss: 487.2874 - logits_profile_predictions_loss: 482.9835 - logcount_predictions_loss: 0.4628 11/2150 [..............................] - ETA: 5:26 - loss: 486.3294 - logits_profile_predictions_loss: 482.0107 - logcount_predictions_loss: 0.4644 12/2150 [..............................] - ETA: 5:26 - loss: 485.5588 - logits_profile_predictions_loss: 481.2333 - logcount_predictions_loss: 0.4651 13/2150 [..............................] - ETA: 5:25 - loss: 485.6690 - logits_profile_predictions_loss: 481.3026 - logcount_predictions_loss: 0.4695 14/2150 [..............................] - ETA: 5:25 - loss: 485.7796 - logits_profile_predictions_loss: 481.3861 - logcount_predictions_loss: 0.4724 15/2150 [..............................] - ETA: 5:25 - loss: 485.6397 - logits_profile_predictions_loss: 481.2218 - logcount_predictions_loss: 0.4750 16/2150 [..............................] - ETA: 5:25 - loss: 485.3434 - logits_profile_predictions_loss: 480.9075 - logcount_predictions_loss: 0.4770 17/2150 [..............................] - ETA: 5:25 - loss: 485.3353 - logits_profile_predictions_loss: 480.8799 - logcount_predictions_loss: 0.4791 18/2150 [..............................] - ETA: 5:24 - loss: 485.1017 - logits_profile_predictions_loss: 480.6328 - logcount_predictions_loss: 0.4805 19/2150 [..............................] - ETA: 5:24 - loss: 484.7078 - logits_profile_predictions_loss: 480.2300 - logcount_predictions_loss: 0.4815 20/2150 [..............................] - ETA: 5:24 - loss: 484.5830 - logits_profile_predictions_loss: 480.0958 - logcount_predictions_loss: 0.4825 21/2150 [..............................] - ETA: 5:24 - loss: 484.5546 - logits_profile_predictions_loss: 480.0618 - logcount_predictions_loss: 0.4831 22/2150 [..............................] - ETA: 5:23 - loss: 484.3347 - logits_profile_predictions_loss: 479.8387 - logcount_predictions_loss: 0.4834 23/2150 [..............................] - ETA: 5:23 - loss: 484.1457 - logits_profile_predictions_loss: 479.6449 - logcount_predictions_loss: 0.4840 24/2150 [..............................] - ETA: 5:23 - loss: 484.0111 - logits_profile_predictions_loss: 479.5042 - logcount_predictions_loss: 0.4846 25/2150 [..............................] - ETA: 5:23 - loss: 484.0369 - logits_profile_predictions_loss: 479.5250 - logcount_predictions_loss: 0.4852 26/2150 [..............................] - ETA: 5:23 - loss: 484.0596 - logits_profile_predictions_loss: 479.5443 - logcount_predictions_loss: 0.4855 27/2150 [..............................] - ETA: 5:22 - loss: 484.1643 - logits_profile_predictions_loss: 479.6453 - logcount_predictions_loss: 0.4859 28/2150 [..............................] - ETA: 5:22 - loss: 484.3324 - logits_profile_predictions_loss: 479.8102 - logcount_predictions_loss: 0.4863 29/2150 [..............................] - ETA: 5:22 - loss: 484.4103 - logits_profile_predictions_loss: 479.8832 - logcount_predictions_loss: 0.4868 30/2150 [..............................] - ETA: 5:22 - loss: 484.3864 - logits_profile_predictions_loss: 479.8570 - logcount_predictions_loss: 0.4870 31/2150 [..............................] - ETA: 5:22 - loss: 484.3259 - logits_profile_predictions_loss: 479.7961 - logcount_predictions_loss: 0.4871 32/2150 [..............................] - ETA: 5:21 - loss: 484.4789 - logits_profile_predictions_loss: 479.9476 - logcount_predictions_loss: 0.4872 33/2150 [..............................] - ETA: 5:21 - loss: 484.6072 - logits_profile_predictions_loss: 480.0756 - logcount_predictions_loss: 0.4873 34/2150 [..............................] - ETA: 5:21 - loss: 484.7332 - logits_profile_predictions_loss: 480.2003 - logcount_predictions_loss: 0.4874 35/2150 [..............................] - ETA: 5:21 - loss: 484.9132 - logits_profile_predictions_loss: 480.3791 - logcount_predictions_loss: 0.4875 36/2150 [..............................] - ETA: 5:21 - loss: 485.0421 - logits_profile_predictions_loss: 480.5081 - logcount_predictions_loss: 0.4875 37/2150 [..............................] - ETA: 5:21 - loss: 485.1888 - logits_profile_predictions_loss: 480.6549 - logcount_predictions_loss: 0.4875 38/2150 [..............................] - ETA: 5:20 - loss: 485.2965 - logits_profile_predictions_loss: 480.7633 - logcount_predictions_loss: 0.4874 39/2150 [..............................] - ETA: 5:20 - loss: 485.4696 - logits_profile_predictions_loss: 480.9351 - logcount_predictions_loss: 0.4876 40/2150 [..............................] - ETA: 5:20 - loss: 485.6023 - logits_profile_predictions_loss: 481.0673 - logcount_predictions_loss: 0.4876 41/2150 [..............................] - ETA: 5:20 - loss: 485.7058 - logits_profile_predictions_loss: 481.1701 - logcount_predictions_loss: 0.4877 42/2150 [..............................] - ETA: 5:20 - loss: 485.8538 - logits_profile_predictions_loss: 481.3177 - logcount_predictions_loss: 0.4878 43/2150 [..............................] - ETA: 5:20 - loss: 486.0146 - logits_profile_predictions_loss: 481.4778 - logcount_predictions_loss: 0.4878 44/2150 [..............................] - ETA: 5:19 - loss: 486.2136 - logits_profile_predictions_loss: 481.6759 - logcount_predictions_loss: 0.4879 45/2150 [..............................] - ETA: 5:19 - loss: 486.4141 - logits_profile_predictions_loss: 481.8743 - logcount_predictions_loss: 0.4881 46/2150 [..............................] - ETA: 5:19 - loss: 486.6284 - logits_profile_predictions_loss: 482.0871 - logcount_predictions_loss: 0.4883 47/2150 [..............................] - ETA: 5:19 - loss: 486.8187 - logits_profile_predictions_loss: 482.2758 - logcount_predictions_loss: 0.4885 48/2150 [..............................] - ETA: 5:19 - loss: 486.9856 - logits_profile_predictions_loss: 482.4412 - logcount_predictions_loss: 0.4887 49/2150 [..............................] - ETA: 5:19 - loss: 487.1698 - logits_profile_predictions_loss: 482.6233 - logcount_predictions_loss: 0.4889 50/2150 [..............................] - ETA: 5:19 - loss: 487.3454 - logits_profile_predictions_loss: 482.7966 - logcount_predictions_loss: 0.4891 51/2150 [..............................] - ETA: 5:18 - loss: 487.5266 - logits_profile_predictions_loss: 482.9750 - logcount_predictions_loss: 0.4894 52/2150 [..............................] - ETA: 5:18 - loss: 487.7076 - logits_profile_predictions_loss: 483.1526 - logcount_predictions_loss: 0.4898 53/2150 [..............................] - ETA: 5:18 - loss: 487.9062 - logits_profile_predictions_loss: 483.3474 - logcount_predictions_loss: 0.4902 54/2150 [..............................] - ETA: 5:18 - loss: 488.1360 - logits_profile_predictions_loss: 483.5731 - logcount_predictions_loss: 0.4906 55/2150 [..............................] - ETA: 5:18 - loss: 488.3377 - logits_profile_predictions_loss: 483.7713 - logcount_predictions_loss: 0.4910 56/2150 [..............................] - ETA: 5:18 - loss: 488.5117 - logits_profile_predictions_loss: 483.9419 - logcount_predictions_loss: 0.4914 57/2150 [..............................] - ETA: 5:17 - loss: 488.6991 - logits_profile_predictions_loss: 484.1260 - logcount_predictions_loss: 0.4917 58/2150 [..............................] - ETA: 5:17 - loss: 488.8552 - logits_profile_predictions_loss: 484.2788 - logcount_predictions_loss: 0.4921 59/2150 [..............................] - ETA: 5:17 - loss: 489.0118 - logits_profile_predictions_loss: 484.4323 - logcount_predictions_loss: 0.4924 60/2150 [..............................] - ETA: 5:17 - loss: 489.1759 - logits_profile_predictions_loss: 484.5933 - logcount_predictions_loss: 0.4928 61/2150 [..............................] - ETA: 5:17 - loss: 489.3404 - logits_profile_predictions_loss: 484.7550 - logcount_predictions_loss: 0.4931 62/2150 [..............................] - ETA: 5:17 - loss: 489.5040 - logits_profile_predictions_loss: 484.9154 - logcount_predictions_loss: 0.4934 63/2150 [..............................] - ETA: 5:17 - loss: 489.6729 - logits_profile_predictions_loss: 485.0805 - logcount_predictions_loss: 0.4938 64/2150 [..............................] - ETA: 5:16 - loss: 489.8577 - logits_profile_predictions_loss: 485.2603 - logcount_predictions_loss: 0.4943 65/2150 [..............................] - ETA: 5:16 - loss: 490.0487 - logits_profile_predictions_loss: 485.4461 - logcount_predictions_loss: 0.4949 66/2150 [..............................] - ETA: 5:16 - loss: 490.2690 - logits_profile_predictions_loss: 485.6609 - logcount_predictions_loss: 0.4955 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[===========================>..] - ETA: 13s - loss: 498.9084 - logits_profile_predictions_loss: 493.8853 - logcount_predictions_loss: 0.5401 2065/2150 [===========================>..] - ETA: 12s - loss: 498.9080 - logits_profile_predictions_loss: 493.8850 - logcount_predictions_loss: 0.5401 2066/2150 [===========================>..] - ETA: 12s - loss: 498.9076 - logits_profile_predictions_loss: 493.8846 - logcount_predictions_loss: 0.5401 2067/2150 [===========================>..] - ETA: 12s - loss: 498.9072 - logits_profile_predictions_loss: 493.8843 - logcount_predictions_loss: 0.5401 2068/2150 [===========================>..] - ETA: 12s - loss: 498.9068 - logits_profile_predictions_loss: 493.8840 - logcount_predictions_loss: 0.5401 2069/2150 [===========================>..] - ETA: 12s - loss: 498.9064 - logits_profile_predictions_loss: 493.8837 - logcount_predictions_loss: 0.5401 2070/2150 [===========================>..] - ETA: 12s - loss: 498.9061 - 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[===========================>..] - ETA: 11s - loss: 498.9038 - logits_profile_predictions_loss: 493.8813 - logcount_predictions_loss: 0.5400 2078/2150 [===========================>..] - ETA: 10s - loss: 498.9035 - logits_profile_predictions_loss: 493.8811 - logcount_predictions_loss: 0.5400 2079/2150 [============================>.] - ETA: 10s - loss: 498.9032 - logits_profile_predictions_loss: 493.8808 - logcount_predictions_loss: 0.5400 2080/2150 [============================>.] - ETA: 10s - loss: 498.9029 - logits_profile_predictions_loss: 493.8806 - logcount_predictions_loss: 0.5400 2081/2150 [============================>.] - ETA: 10s - loss: 498.9026 - logits_profile_predictions_loss: 493.8804 - logcount_predictions_loss: 0.5400 2082/2150 [============================>.] - ETA: 10s - loss: 498.9024 - logits_profile_predictions_loss: 493.8802 - logcount_predictions_loss: 0.5400 2083/2150 [============================>.] - ETA: 10s - loss: 498.9021 - 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[============================>.] - ETA: 9s - loss: 498.9003 - logits_profile_predictions_loss: 493.8784 - logcount_predictions_loss: 0.5400 2091/2150 [============================>.] - ETA: 8s - loss: 498.9000 - logits_profile_predictions_loss: 493.8782 - logcount_predictions_loss: 0.5400 2092/2150 [============================>.] - ETA: 8s - loss: 498.8998 - logits_profile_predictions_loss: 493.8779 - logcount_predictions_loss: 0.5400 2093/2150 [============================>.] - ETA: 8s - loss: 498.8995 - logits_profile_predictions_loss: 493.8778 - logcount_predictions_loss: 0.5400 2094/2150 [============================>.] - ETA: 8s - loss: 498.8993 - logits_profile_predictions_loss: 493.8776 - logcount_predictions_loss: 0.5400 2095/2150 [============================>.] - ETA: 8s - loss: 498.8991 - logits_profile_predictions_loss: 493.8774 - logcount_predictions_loss: 0.5400 2096/2150 [============================>.] - ETA: 8s - loss: 498.8989 - logits_profile_predictions_loss: 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[============================>.] - ETA: 4s - loss: 498.8930 - logits_profile_predictions_loss: 493.8725 - logcount_predictions_loss: 0.5398 2124/2150 [============================>.] - ETA: 3s - loss: 498.8928 - logits_profile_predictions_loss: 493.8723 - logcount_predictions_loss: 0.5398 2125/2150 [============================>.] - ETA: 3s - loss: 498.8926 - logits_profile_predictions_loss: 493.8721 - logcount_predictions_loss: 0.5398 2126/2150 [============================>.] - ETA: 3s - loss: 498.8924 - logits_profile_predictions_loss: 493.8720 - logcount_predictions_loss: 0.5398 2127/2150 [============================>.] - ETA: 3s - loss: 498.8922 - logits_profile_predictions_loss: 493.8718 - logcount_predictions_loss: 0.5398 2128/2150 [============================>.] - ETA: 3s - loss: 498.8920 - logits_profile_predictions_loss: 493.8717 - logcount_predictions_loss: 0.5398 2129/2150 [============================>.] - ETA: 3s - loss: 498.8918 - logits_profile_predictions_loss: 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2143/2150 [============================>.] - ETA: 1s - loss: 498.8885 - logits_profile_predictions_loss: 493.8688 - logcount_predictions_loss: 0.5397 2144/2150 [============================>.] - ETA: 0s - loss: 498.8883 - logits_profile_predictions_loss: 493.8686 - logcount_predictions_loss: 0.5397 2145/2150 [============================>.] - ETA: 0s - loss: 498.8880 - logits_profile_predictions_loss: 493.8684 - logcount_predictions_loss: 0.5397 2146/2150 [============================>.] - ETA: 0s - loss: 498.8877 - logits_profile_predictions_loss: 493.8681 - logcount_predictions_loss: 0.5397 2147/2150 [============================>.] - ETA: 0s - loss: 498.8875 - logits_profile_predictions_loss: 493.8679 - logcount_predictions_loss: 0.5397 2148/2150 [============================>.] - ETA: 0s - loss: 498.8872 - logits_profile_predictions_loss: 493.8677 - logcount_predictions_loss: 0.5397 2149/2150 [============================>.] - ETA: 0s - loss: 498.8870 - logits_profile_predictions_loss: 493.8675 - logcount_predictions_loss: 0.5397 2150/2150 [==============================] - ETA: 0s - loss: 498.8867 - logits_profile_predictions_loss: 493.8673 - logcount_predictions_loss: 0.5397 2150/2150 [==============================] - 342s 159ms/step - loss: 498.8864 - logits_profile_predictions_loss: 493.8670 - logcount_predictions_loss: 0.5397 - val_loss: 484.8896 - val_logits_profile_predictions_loss: 480.0421 - val_logcount_predictions_loss: 0.5212 Epoch 00004: val_loss did not improve from 484.15515 Epoch 5/50 1/2150 [..............................] - ETA: 6:23 - loss: 511.7042 - logits_profile_predictions_loss: 507.2652 - logcount_predictions_loss: 0.4773 2/2150 [..............................] - ETA: 5:47 - loss: 525.3827 - logits_profile_predictions_loss: 520.4949 - logcount_predictions_loss: 0.5256 3/2150 [..............................] - ETA: 5:37 - loss: 520.7550 - logits_profile_predictions_loss: 515.8366 - logcount_predictions_loss: 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[============================>.] - ETA: 0s - loss: 493.5195 - logits_profile_predictions_loss: 488.8290 - logcount_predictions_loss: 0.5043 2147/2150 [============================>.] - ETA: 0s - loss: 493.5197 - logits_profile_predictions_loss: 488.8293 - logcount_predictions_loss: 0.5043 2148/2150 [============================>.] - ETA: 0s - loss: 493.5200 - logits_profile_predictions_loss: 488.8296 - logcount_predictions_loss: 0.5043 2149/2150 [============================>.] - ETA: 0s - loss: 493.5202 - logits_profile_predictions_loss: 488.8298 - logcount_predictions_loss: 0.5043 2150/2150 [==============================] - ETA: 0s - loss: 493.5205 - logits_profile_predictions_loss: 488.8301 - logcount_predictions_loss: 0.5043 2150/2150 [==============================] - 342s 159ms/step - loss: 493.5207 - logits_profile_predictions_loss: 488.8303 - logcount_predictions_loss: 0.5043 - val_loss: 478.9927 - val_logits_profile_predictions_loss: 474.7013 - val_logcount_predictions_loss: 0.4614 Epoch 00005: val_loss improved from 484.15515 to 478.99274, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR739VKY//chrombppnet_model_encsr283tme_bias_fold_4/chrombpnet.h5 Epoch 6/50 1/2150 [..............................] - ETA: 6:16 - loss: 410.6040 - logits_profile_predictions_loss: 406.9938 - logcount_predictions_loss: 0.3882 2/2150 [..............................] - ETA: 5:26 - loss: 429.1989 - logits_profile_predictions_loss: 425.4212 - logcount_predictions_loss: 0.4062 3/2150 [..............................] - ETA: 5:25 - loss: 432.6151 - logits_profile_predictions_loss: 428.7190 - logcount_predictions_loss: 0.4189 4/2150 [..............................] - ETA: 5:25 - loss: 448.5892 - logits_profile_predictions_loss: 444.5268 - logcount_predictions_loss: 0.4368 5/2150 [..............................] - ETA: 5:25 - loss: 458.2510 - logits_profile_predictions_loss: 454.0884 - logcount_predictions_loss: 0.4476 6/2150 [..............................] - ETA: 5:25 - loss: 463.3922 - logits_profile_predictions_loss: 459.1714 - logcount_predictions_loss: 0.4538 7/2150 [..............................] - ETA: 5:25 - loss: 465.9074 - logits_profile_predictions_loss: 461.6515 - logcount_predictions_loss: 0.4576 8/2150 [..............................] - ETA: 5:25 - loss: 469.5066 - logits_profile_predictions_loss: 465.2128 - logcount_predictions_loss: 0.4617 9/2150 [..............................] - ETA: 5:25 - loss: 472.3101 - logits_profile_predictions_loss: 467.9963 - logcount_predictions_loss: 0.4638 10/2150 [..............................] - ETA: 5:25 - loss: 474.0961 - logits_profile_predictions_loss: 469.7746 - logcount_predictions_loss: 0.4647 11/2150 [..............................] - ETA: 5:25 - loss: 475.9371 - logits_profile_predictions_loss: 471.6110 - logcount_predictions_loss: 0.4652 12/2150 [..............................] - ETA: 5:24 - loss: 477.7247 - logits_profile_predictions_loss: 473.3778 - logcount_predictions_loss: 0.4674 13/2150 [..............................] - ETA: 5:25 - loss: 479.6299 - logits_profile_predictions_loss: 475.2621 - logcount_predictions_loss: 0.4697 14/2150 [..............................] - ETA: 5:25 - loss: 481.1371 - logits_profile_predictions_loss: 476.7535 - logcount_predictions_loss: 0.4714 15/2150 [..............................] - ETA: 5:24 - loss: 482.6048 - logits_profile_predictions_loss: 478.2081 - logcount_predictions_loss: 0.4728 16/2150 [..............................] - ETA: 5:24 - loss: 483.6024 - logits_profile_predictions_loss: 479.2033 - logcount_predictions_loss: 0.4730 17/2150 [..............................] - ETA: 5:24 - loss: 484.4500 - logits_profile_predictions_loss: 480.0508 - logcount_predictions_loss: 0.4730 18/2150 [..............................] - ETA: 5:24 - loss: 485.1524 - logits_profile_predictions_loss: 480.7544 - logcount_predictions_loss: 0.4729 19/2150 [..............................] - ETA: 5:23 - loss: 485.6560 - logits_profile_predictions_loss: 481.2603 - logcount_predictions_loss: 0.4727 20/2150 [..............................] - ETA: 5:23 - loss: 486.0939 - logits_profile_predictions_loss: 481.6991 - logcount_predictions_loss: 0.4726 21/2150 [..............................] - ETA: 5:23 - loss: 486.4122 - logits_profile_predictions_loss: 482.0181 - logcount_predictions_loss: 0.4725 22/2150 [..............................] - ETA: 5:23 - loss: 486.5350 - logits_profile_predictions_loss: 482.1442 - logcount_predictions_loss: 0.4721 23/2150 [..............................] - ETA: 5:23 - loss: 486.6933 - logits_profile_predictions_loss: 482.3057 - logcount_predictions_loss: 0.4718 24/2150 [..............................] - ETA: 5:23 - loss: 486.9590 - logits_profile_predictions_loss: 482.5736 - logcount_predictions_loss: 0.4716 25/2150 [..............................] - ETA: 5:22 - loss: 487.1855 - logits_profile_predictions_loss: 482.8008 - logcount_predictions_loss: 0.4715 26/2150 [..............................] - ETA: 5:22 - loss: 487.4175 - logits_profile_predictions_loss: 483.0335 - logcount_predictions_loss: 0.4714 27/2150 [..............................] - ETA: 5:22 - loss: 487.6818 - logits_profile_predictions_loss: 483.2976 - logcount_predictions_loss: 0.4714 28/2150 [..............................] - ETA: 5:22 - loss: 487.9562 - logits_profile_predictions_loss: 483.5708 - logcount_predictions_loss: 0.4716 29/2150 [..............................] - ETA: 5:22 - loss: 488.2197 - logits_profile_predictions_loss: 483.8320 - logcount_predictions_loss: 0.4718 30/2150 [..............................] - ETA: 5:22 - loss: 488.4628 - logits_profile_predictions_loss: 484.0749 - logcount_predictions_loss: 0.4718 31/2150 [..............................] - ETA: 5:21 - loss: 488.6618 - logits_profile_predictions_loss: 484.2744 - logcount_predictions_loss: 0.4718 32/2150 [..............................] - ETA: 5:21 - loss: 488.8187 - logits_profile_predictions_loss: 484.4312 - logcount_predictions_loss: 0.4718 33/2150 [..............................] - ETA: 5:21 - loss: 488.9784 - logits_profile_predictions_loss: 484.5902 - logcount_predictions_loss: 0.4719 34/2150 [..............................] - ETA: 5:21 - loss: 489.0351 - logits_profile_predictions_loss: 484.6480 - logcount_predictions_loss: 0.4717 35/2150 [..............................] - ETA: 5:21 - loss: 489.0607 - logits_profile_predictions_loss: 484.6745 - logcount_predictions_loss: 0.4716 36/2150 [..............................] - ETA: 5:21 - loss: 489.0686 - logits_profile_predictions_loss: 484.6827 - logcount_predictions_loss: 0.4716 37/2150 [..............................] - ETA: 5:20 - loss: 489.1054 - logits_profile_predictions_loss: 484.7192 - logcount_predictions_loss: 0.4716 38/2150 [..............................] - ETA: 5:20 - loss: 489.1557 - logits_profile_predictions_loss: 484.7684 - logcount_predictions_loss: 0.4717 39/2150 [..............................] - ETA: 5:20 - loss: 489.2529 - logits_profile_predictions_loss: 484.8637 - logcount_predictions_loss: 0.4720 40/2150 [..............................] - ETA: 5:20 - loss: 489.3337 - logits_profile_predictions_loss: 484.9414 - logcount_predictions_loss: 0.4723 41/2150 [..............................] - ETA: 5:20 - loss: 489.4032 - logits_profile_predictions_loss: 485.0077 - logcount_predictions_loss: 0.4726 42/2150 [..............................] - ETA: 5:20 - loss: 489.4122 - logits_profile_predictions_loss: 485.0132 - logcount_predictions_loss: 0.4730 43/2150 [..............................] - ETA: 5:20 - loss: 489.4098 - logits_profile_predictions_loss: 485.0073 - logcount_predictions_loss: 0.4734 44/2150 [..............................] - ETA: 5:19 - loss: 489.4207 - logits_profile_predictions_loss: 485.0150 - logcount_predictions_loss: 0.4737 45/2150 [..............................] - ETA: 5:19 - loss: 489.4101 - logits_profile_predictions_loss: 485.0018 - logcount_predictions_loss: 0.4740 46/2150 [..............................] - ETA: 5:19 - loss: 489.3890 - logits_profile_predictions_loss: 484.9786 - logcount_predictions_loss: 0.4742 47/2150 [..............................] - ETA: 5:19 - loss: 489.3263 - logits_profile_predictions_loss: 484.9147 - logcount_predictions_loss: 0.4744 48/2150 [..............................] - ETA: 5:19 - loss: 489.2743 - logits_profile_predictions_loss: 484.8610 - logcount_predictions_loss: 0.4745 49/2150 [..............................] - ETA: 5:19 - loss: 489.2779 - logits_profile_predictions_loss: 484.8619 - logcount_predictions_loss: 0.4748 50/2150 [..............................] - ETA: 5:18 - loss: 489.2710 - logits_profile_predictions_loss: 484.8523 - logcount_predictions_loss: 0.4751 51/2150 [..............................] - ETA: 5:18 - loss: 489.2682 - logits_profile_predictions_loss: 484.8472 - logcount_predictions_loss: 0.4754 52/2150 [..............................] - ETA: 5:18 - loss: 489.2747 - logits_profile_predictions_loss: 484.8511 - logcount_predictions_loss: 0.4757 53/2150 [..............................] - ETA: 5:18 - loss: 489.2945 - logits_profile_predictions_loss: 484.8677 - logcount_predictions_loss: 0.4760 54/2150 [..............................] - ETA: 5:18 - loss: 489.3197 - logits_profile_predictions_loss: 484.8900 - logcount_predictions_loss: 0.4763 55/2150 [..............................] - ETA: 5:18 - loss: 489.3584 - logits_profile_predictions_loss: 484.9252 - logcount_predictions_loss: 0.4767 56/2150 [..............................] - ETA: 5:18 - loss: 489.3844 - logits_profile_predictions_loss: 484.9476 - logcount_predictions_loss: 0.4771 57/2150 [..............................] - ETA: 5:17 - loss: 489.3938 - logits_profile_predictions_loss: 484.9536 - logcount_predictions_loss: 0.4774 58/2150 [..............................] - ETA: 5:17 - loss: 489.3981 - logits_profile_predictions_loss: 484.9541 - logcount_predictions_loss: 0.4779 59/2150 [..............................] - ETA: 5:17 - loss: 489.3972 - logits_profile_predictions_loss: 484.9493 - logcount_predictions_loss: 0.4783 60/2150 [..............................] - ETA: 5:17 - loss: 489.3784 - logits_profile_predictions_loss: 484.9267 - logcount_predictions_loss: 0.4787 61/2150 [..............................] - ETA: 5:17 - loss: 489.3624 - logits_profile_predictions_loss: 484.9062 - logcount_predictions_loss: 0.4792 62/2150 [..............................] - ETA: 5:17 - loss: 489.3474 - logits_profile_predictions_loss: 484.8871 - logcount_predictions_loss: 0.4796 63/2150 [..............................] - ETA: 5:17 - loss: 489.3214 - logits_profile_predictions_loss: 484.8574 - logcount_predictions_loss: 0.4800 64/2150 [..............................] - ETA: 5:16 - loss: 489.3035 - logits_profile_predictions_loss: 484.8364 - logcount_predictions_loss: 0.4803 65/2150 [..............................] - ETA: 5:16 - loss: 489.2787 - logits_profile_predictions_loss: 484.8083 - logcount_predictions_loss: 0.4807 66/2150 [..............................] - ETA: 5:16 - loss: 489.2609 - logits_profile_predictions_loss: 484.7868 - logcount_predictions_loss: 0.4811 67/2150 [..............................] - ETA: 5:16 - loss: 489.2412 - logits_profile_predictions_loss: 484.7629 - logcount_predictions_loss: 0.4815 68/2150 [..............................] - ETA: 5:16 - loss: 489.2189 - logits_profile_predictions_loss: 484.7367 - logcount_predictions_loss: 0.4820 69/2150 [..............................] - ETA: 5:16 - loss: 489.2133 - logits_profile_predictions_loss: 484.7266 - logcount_predictions_loss: 0.4824 70/2150 [..............................] - ETA: 5:16 - loss: 489.2154 - logits_profile_predictions_loss: 484.7244 - logcount_predictions_loss: 0.4829 71/2150 [..............................] - ETA: 5:16 - loss: 489.2351 - logits_profile_predictions_loss: 484.7394 - logcount_predictions_loss: 0.4834 72/2150 [>.............................] - ETA: 5:16 - loss: 489.2585 - logits_profile_predictions_loss: 484.7580 - logcount_predictions_loss: 0.4839 73/2150 [>.............................] - ETA: 5:16 - loss: 489.2907 - logits_profile_predictions_loss: 484.7851 - logcount_predictions_loss: 0.4845 74/2150 [>.............................] - ETA: 5:15 - loss: 489.3141 - logits_profile_predictions_loss: 484.8035 - logcount_predictions_loss: 0.4850 75/2150 [>.............................] - ETA: 5:15 - loss: 489.3461 - logits_profile_predictions_loss: 484.8302 - logcount_predictions_loss: 0.4856 76/2150 [>.............................] - ETA: 5:15 - loss: 489.3598 - logits_profile_predictions_loss: 484.8388 - logcount_predictions_loss: 0.4861 77/2150 [>.............................] - ETA: 5:15 - loss: 489.3717 - logits_profile_predictions_loss: 484.8459 - logcount_predictions_loss: 0.4866 78/2150 [>.............................] - ETA: 5:15 - loss: 489.3820 - logits_profile_predictions_loss: 484.8514 - logcount_predictions_loss: 0.4872 79/2150 [>.............................] - ETA: 5:15 - loss: 489.3957 - logits_profile_predictions_loss: 484.8606 - logcount_predictions_loss: 0.4876 80/2150 [>.............................] - ETA: 5:14 - loss: 489.4396 - logits_profile_predictions_loss: 484.9000 - logcount_predictions_loss: 0.4881 81/2150 [>.............................] - ETA: 5:14 - loss: 489.4827 - logits_profile_predictions_loss: 484.9389 - logcount_predictions_loss: 0.4886 82/2150 [>.............................] - ETA: 5:14 - loss: 489.5422 - logits_profile_predictions_loss: 484.9942 - logcount_predictions_loss: 0.4890 83/2150 [>.............................] - ETA: 5:14 - loss: 489.6089 - logits_profile_predictions_loss: 485.0568 - logcount_predictions_loss: 0.4895 84/2150 [>.............................] - ETA: 5:14 - loss: 489.6789 - logits_profile_predictions_loss: 485.1228 - logcount_predictions_loss: 0.4899 85/2150 [>.............................] - ETA: 5:14 - 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[===========================>..] - ETA: 16s - loss: 490.2220 - logits_profile_predictions_loss: 485.6658 - logcount_predictions_loss: 0.4899 2044/2150 [===========================>..] - ETA: 16s - loss: 490.2221 - logits_profile_predictions_loss: 485.6659 - logcount_predictions_loss: 0.4899 2045/2150 [===========================>..] - ETA: 15s - loss: 490.2222 - logits_profile_predictions_loss: 485.6661 - logcount_predictions_loss: 0.4899 2046/2150 [===========================>..] - ETA: 15s - loss: 490.2224 - logits_profile_predictions_loss: 485.6662 - logcount_predictions_loss: 0.4899 2047/2150 [===========================>..] - ETA: 15s - loss: 490.2225 - logits_profile_predictions_loss: 485.6663 - logcount_predictions_loss: 0.4899 2048/2150 [===========================>..] - ETA: 15s - loss: 490.2226 - logits_profile_predictions_loss: 485.6664 - logcount_predictions_loss: 0.4899 2049/2150 [===========================>..] - ETA: 15s - loss: 490.2227 - 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[===========================>..] - ETA: 14s - loss: 490.2236 - logits_profile_predictions_loss: 485.6675 - logcount_predictions_loss: 0.4899 2057/2150 [===========================>..] - ETA: 14s - loss: 490.2238 - logits_profile_predictions_loss: 485.6677 - logcount_predictions_loss: 0.4899 2058/2150 [===========================>..] - ETA: 13s - loss: 490.2239 - logits_profile_predictions_loss: 485.6678 - logcount_predictions_loss: 0.4899 2059/2150 [===========================>..] - ETA: 13s - loss: 490.2241 - logits_profile_predictions_loss: 485.6680 - logcount_predictions_loss: 0.4899 2060/2150 [===========================>..] - ETA: 13s - loss: 490.2242 - logits_profile_predictions_loss: 485.6681 - logcount_predictions_loss: 0.4899 2061/2150 [===========================>..] - ETA: 13s - loss: 490.2244 - logits_profile_predictions_loss: 485.6683 - logcount_predictions_loss: 0.4899 2062/2150 [===========================>..] - ETA: 13s - loss: 490.2245 - 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[===========================>..] - ETA: 12s - loss: 490.2258 - logits_profile_predictions_loss: 485.6698 - logcount_predictions_loss: 0.4899 2070/2150 [===========================>..] - ETA: 12s - loss: 490.2259 - logits_profile_predictions_loss: 485.6699 - logcount_predictions_loss: 0.4899 2071/2150 [===========================>..] - ETA: 12s - loss: 490.2261 - logits_profile_predictions_loss: 485.6701 - logcount_predictions_loss: 0.4899 2072/2150 [===========================>..] - ETA: 11s - loss: 490.2262 - logits_profile_predictions_loss: 485.6703 - logcount_predictions_loss: 0.4899 2073/2150 [===========================>..] - ETA: 11s - loss: 490.2264 - logits_profile_predictions_loss: 485.6704 - logcount_predictions_loss: 0.4899 2074/2150 [===========================>..] - ETA: 11s - loss: 490.2266 - logits_profile_predictions_loss: 485.6706 - logcount_predictions_loss: 0.4899 2075/2150 [===========================>..] - ETA: 11s - loss: 490.2268 - 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[============================>.] - ETA: 10s - loss: 490.2277 - logits_profile_predictions_loss: 485.6718 - logcount_predictions_loss: 0.4899 2083/2150 [============================>.] - ETA: 10s - loss: 490.2279 - logits_profile_predictions_loss: 485.6720 - logcount_predictions_loss: 0.4899 2084/2150 [============================>.] - ETA: 10s - loss: 490.2280 - logits_profile_predictions_loss: 485.6721 - logcount_predictions_loss: 0.4899 2085/2150 [============================>.] - ETA: 9s - loss: 490.2281 - logits_profile_predictions_loss: 485.6722 - logcount_predictions_loss: 0.4899  2086/2150 [============================>.] - ETA: 9s - loss: 490.2282 - logits_profile_predictions_loss: 485.6723 - logcount_predictions_loss: 0.4899 2087/2150 [============================>.] - ETA: 9s - loss: 490.2283 - logits_profile_predictions_loss: 485.6724 - logcount_predictions_loss: 0.4899 2088/2150 [============================>.] - ETA: 9s - loss: 490.2284 - logits_profile_predictions_loss: 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[============================>.] - ETA: 5s - loss: 490.2309 - logits_profile_predictions_loss: 485.6753 - logcount_predictions_loss: 0.4898 2116/2150 [============================>.] - ETA: 5s - loss: 490.2309 - logits_profile_predictions_loss: 485.6754 - logcount_predictions_loss: 0.4898 2117/2150 [============================>.] - ETA: 5s - loss: 490.2310 - logits_profile_predictions_loss: 485.6755 - logcount_predictions_loss: 0.4898 2118/2150 [============================>.] - ETA: 4s - loss: 490.2311 - logits_profile_predictions_loss: 485.6756 - logcount_predictions_loss: 0.4898 2119/2150 [============================>.] - ETA: 4s - loss: 490.2312 - logits_profile_predictions_loss: 485.6757 - logcount_predictions_loss: 0.4898 2120/2150 [============================>.] - ETA: 4s - loss: 490.2313 - logits_profile_predictions_loss: 485.6758 - logcount_predictions_loss: 0.4898 2121/2150 [============================>.] - ETA: 4s - loss: 490.2314 - logits_profile_predictions_loss: 485.6759 - logcount_predictions_loss: 0.4898 2122/2150 [============================>.] - ETA: 4s - loss: 490.2314 - logits_profile_predictions_loss: 485.6760 - logcount_predictions_loss: 0.4898 2123/2150 [============================>.] - ETA: 4s - loss: 490.2315 - logits_profile_predictions_loss: 485.6761 - logcount_predictions_loss: 0.4898 2124/2150 [============================>.] - ETA: 3s - loss: 490.2316 - logits_profile_predictions_loss: 485.6762 - logcount_predictions_loss: 0.4898 2125/2150 [============================>.] - ETA: 3s - loss: 490.2317 - logits_profile_predictions_loss: 485.6763 - logcount_predictions_loss: 0.4898 2126/2150 [============================>.] - ETA: 3s - loss: 490.2317 - logits_profile_predictions_loss: 485.6763 - logcount_predictions_loss: 0.4898 2127/2150 [============================>.] - ETA: 3s - loss: 490.2318 - logits_profile_predictions_loss: 485.6764 - logcount_predictions_loss: 0.4898 2128/2150 [============================>.] - ETA: 3s - 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2135/2150 [============================>.] - ETA: 2s - loss: 490.2323 - logits_profile_predictions_loss: 485.6770 - logcount_predictions_loss: 0.4898 2136/2150 [============================>.] - ETA: 2s - loss: 490.2323 - logits_profile_predictions_loss: 485.6770 - logcount_predictions_loss: 0.4898 2137/2150 [============================>.] - ETA: 1s - loss: 490.2323 - logits_profile_predictions_loss: 485.6771 - logcount_predictions_loss: 0.4898 2138/2150 [============================>.] - ETA: 1s - loss: 490.2324 - logits_profile_predictions_loss: 485.6771 - logcount_predictions_loss: 0.4898 2139/2150 [============================>.] - ETA: 1s - loss: 490.2324 - logits_profile_predictions_loss: 485.6772 - logcount_predictions_loss: 0.4898 2140/2150 [============================>.] - ETA: 1s - loss: 490.2324 - logits_profile_predictions_loss: 485.6772 - logcount_predictions_loss: 0.4898 2141/2150 [============================>.] - ETA: 1s - loss: 490.2324 - logits_profile_predictions_loss: 485.6772 - logcount_predictions_loss: 0.4898 2142/2150 [============================>.] - ETA: 1s - loss: 490.2324 - logits_profile_predictions_loss: 485.6772 - logcount_predictions_loss: 0.4898 2143/2150 [============================>.] - ETA: 1s - loss: 490.2324 - logits_profile_predictions_loss: 485.6773 - logcount_predictions_loss: 0.4898 2144/2150 [============================>.] - ETA: 0s - loss: 490.2325 - logits_profile_predictions_loss: 485.6773 - logcount_predictions_loss: 0.4898 2145/2150 [============================>.] - ETA: 0s - loss: 490.2325 - logits_profile_predictions_loss: 485.6773 - logcount_predictions_loss: 0.4898 2146/2150 [============================>.] - ETA: 0s - loss: 490.2325 - logits_profile_predictions_loss: 485.6774 - logcount_predictions_loss: 0.4898 2147/2150 [============================>.] - ETA: 0s - loss: 490.2326 - logits_profile_predictions_loss: 485.6775 - logcount_predictions_loss: 0.4898 2148/2150 [============================>.] - ETA: 0s - loss: 490.2326 - logits_profile_predictions_loss: 485.6775 - logcount_predictions_loss: 0.4898 2149/2150 [============================>.] - ETA: 0s - loss: 490.2327 - logits_profile_predictions_loss: 485.6776 - logcount_predictions_loss: 0.4898 2150/2150 [==============================] - ETA: 0s - loss: 490.2327 - logits_profile_predictions_loss: 485.6776 - logcount_predictions_loss: 0.4898 2150/2150 [==============================] - 342s 159ms/step - loss: 490.2328 - logits_profile_predictions_loss: 485.6777 - logcount_predictions_loss: 0.4898 - val_loss: 481.2155 - val_logits_profile_predictions_loss: 476.8058 - val_logcount_predictions_loss: 0.4742 Epoch 00006: val_loss did not improve from 478.99274 Epoch 7/50 1/2150 [..............................] - ETA: 6:37 - loss: 433.3588 - logits_profile_predictions_loss: 428.7535 - logcount_predictions_loss: 0.4952 2/2150 [..............................] - ETA: 5:53 - loss: 470.8177 - logits_profile_predictions_loss: 466.1254 - logcount_predictions_loss: 0.5045 3/2150 [..............................] - ETA: 5:40 - loss: 476.2137 - logits_profile_predictions_loss: 471.6989 - logcount_predictions_loss: 0.4855 4/2150 [..............................] - ETA: 5:34 - loss: 479.3773 - logits_profile_predictions_loss: 474.9230 - logcount_predictions_loss: 0.4790 5/2150 [..............................] - ETA: 5:32 - loss: 481.6659 - logits_profile_predictions_loss: 477.2751 - logcount_predictions_loss: 0.4721 6/2150 [..............................] - ETA: 5:30 - loss: 480.1659 - logits_profile_predictions_loss: 475.8482 - logcount_predictions_loss: 0.4643 7/2150 [..............................] - ETA: 5:29 - loss: 479.1361 - logits_profile_predictions_loss: 474.8703 - logcount_predictions_loss: 0.4587 8/2150 [..............................] - ETA: 5:28 - loss: 477.7324 - logits_profile_predictions_loss: 473.4842 - logcount_predictions_loss: 0.4568 9/2150 [..............................] - ETA: 5:27 - loss: 477.0210 - logits_profile_predictions_loss: 472.8015 - logcount_predictions_loss: 0.4537 10/2150 [..............................] - ETA: 5:27 - loss: 476.7051 - logits_profile_predictions_loss: 472.5003 - logcount_predictions_loss: 0.4521 11/2150 [..............................] - ETA: 5:26 - loss: 477.3422 - logits_profile_predictions_loss: 473.1549 - logcount_predictions_loss: 0.4502 12/2150 [..............................] - ETA: 5:26 - loss: 478.3314 - logits_profile_predictions_loss: 474.1437 - logcount_predictions_loss: 0.4503 13/2150 [..............................] - ETA: 5:25 - loss: 479.4521 - logits_profile_predictions_loss: 475.2571 - logcount_predictions_loss: 0.4511 14/2150 [..............................] - ETA: 5:25 - loss: 480.3223 - logits_profile_predictions_loss: 476.1199 - logcount_predictions_loss: 0.4519 15/2150 [..............................] - ETA: 5:25 - loss: 480.8892 - logits_profile_predictions_loss: 476.6799 - logcount_predictions_loss: 0.4526 16/2150 [..............................] - ETA: 5:25 - loss: 481.2640 - logits_profile_predictions_loss: 477.0495 - logcount_predictions_loss: 0.4532 17/2150 [..............................] - ETA: 5:24 - loss: 481.5639 - logits_profile_predictions_loss: 477.3522 - logcount_predictions_loss: 0.4529 18/2150 [..............................] - ETA: 5:24 - loss: 481.7956 - logits_profile_predictions_loss: 477.5812 - logcount_predictions_loss: 0.4532 19/2150 [..............................] - ETA: 5:24 - loss: 481.9455 - logits_profile_predictions_loss: 477.7286 - logcount_predictions_loss: 0.4534 20/2150 [..............................] - ETA: 5:24 - loss: 481.9325 - logits_profile_predictions_loss: 477.7094 - logcount_predictions_loss: 0.4541 21/2150 [..............................] - ETA: 5:24 - loss: 481.9256 - logits_profile_predictions_loss: 477.6970 - logcount_predictions_loss: 0.4547 22/2150 [..............................] - ETA: 5:23 - loss: 481.7764 - logits_profile_predictions_loss: 477.5430 - logcount_predictions_loss: 0.4552 23/2150 [..............................] - ETA: 5:23 - loss: 481.6862 - logits_profile_predictions_loss: 477.4461 - logcount_predictions_loss: 0.4559 24/2150 [..............................] - ETA: 5:23 - loss: 481.4946 - logits_profile_predictions_loss: 477.2522 - logcount_predictions_loss: 0.4562 25/2150 [..............................] - ETA: 5:23 - loss: 481.3482 - logits_profile_predictions_loss: 477.1006 - logcount_predictions_loss: 0.4567 26/2150 [..............................] - ETA: 5:23 - loss: 481.2902 - logits_profile_predictions_loss: 477.0389 - logcount_predictions_loss: 0.4571 27/2150 [..............................] - ETA: 5:22 - loss: 481.2592 - logits_profile_predictions_loss: 477.0034 - logcount_predictions_loss: 0.4576 28/2150 [..............................] - ETA: 5:22 - loss: 481.2827 - logits_profile_predictions_loss: 477.0242 - logcount_predictions_loss: 0.4579 29/2150 [..............................] - ETA: 5:22 - loss: 481.2513 - logits_profile_predictions_loss: 476.9916 - logcount_predictions_loss: 0.4580 30/2150 [..............................] - ETA: 5:22 - loss: 481.1543 - logits_profile_predictions_loss: 476.8936 - logcount_predictions_loss: 0.4582 31/2150 [..............................] - ETA: 5:22 - loss: 481.1557 - logits_profile_predictions_loss: 476.8939 - logcount_predictions_loss: 0.4583 32/2150 [..............................] - ETA: 5:22 - loss: 481.1594 - logits_profile_predictions_loss: 476.8966 - logcount_predictions_loss: 0.4584 33/2150 [..............................] - ETA: 5:21 - loss: 481.0669 - logits_profile_predictions_loss: 476.8034 - logcount_predictions_loss: 0.4584 34/2150 [..............................] - ETA: 5:21 - loss: 480.9621 - logits_profile_predictions_loss: 476.6974 - logcount_predictions_loss: 0.4586 35/2150 [..............................] - ETA: 5:21 - loss: 480.8612 - 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logits_profile_predictions_loss: 477.9597 - logcount_predictions_loss: 0.4609 69/2150 [..............................] - ETA: 5:16 - loss: 482.3121 - logits_profile_predictions_loss: 478.0254 - logcount_predictions_loss: 0.4609 70/2150 [..............................] - ETA: 5:15 - loss: 482.3893 - logits_profile_predictions_loss: 478.1020 - logcount_predictions_loss: 0.4610 71/2150 [..............................] - ETA: 5:15 - loss: 482.4737 - logits_profile_predictions_loss: 478.1859 - logcount_predictions_loss: 0.4610 72/2150 [>.............................] - ETA: 5:15 - loss: 482.5561 - logits_profile_predictions_loss: 478.2679 - logcount_predictions_loss: 0.4611 73/2150 [>.............................] - ETA: 5:15 - loss: 482.6383 - logits_profile_predictions_loss: 478.3496 - logcount_predictions_loss: 0.4612 74/2150 [>.............................] - ETA: 5:15 - loss: 482.7275 - logits_profile_predictions_loss: 478.4382 - logcount_predictions_loss: 0.4612 75/2150 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[==============================] - 342s 159ms/step - loss: 487.0303 - logits_profile_predictions_loss: 482.7675 - logcount_predictions_loss: 0.4584 - val_loss: 478.4598 - val_logits_profile_predictions_loss: 474.2662 - val_logcount_predictions_loss: 0.4509 Epoch 00007: val_loss improved from 478.99274 to 478.45984, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR739VKY//chrombppnet_model_encsr283tme_bias_fold_4/chrombpnet.h5 Epoch 8/50 1/2150 [..............................] - ETA: 6:36 - loss: 426.7274 - logits_profile_predictions_loss: 422.9159 - logcount_predictions_loss: 0.4098 2/2150 [..............................] - ETA: 5:44 - loss: 420.5714 - logits_profile_predictions_loss: 417.0463 - logcount_predictions_loss: 0.3790 3/2150 [..............................] - ETA: 5:35 - loss: 413.4965 - logits_profile_predictions_loss: 410.0991 - logcount_predictions_loss: 0.3653 4/2150 [..............................] - ETA: 5:32 - loss: 418.1936 - logits_profile_predictions_loss: 414.7895 - logcount_predictions_loss: 0.3660 5/2150 [..............................] - ETA: 5:30 - loss: 420.4506 - logits_profile_predictions_loss: 417.0214 - logcount_predictions_loss: 0.3687 6/2150 [..............................] - ETA: 5:29 - loss: 420.7682 - logits_profile_predictions_loss: 417.3009 - logcount_predictions_loss: 0.3728 7/2150 [..............................] - ETA: 5:28 - loss: 424.5616 - logits_profile_predictions_loss: 421.0544 - logcount_predictions_loss: 0.3771 8/2150 [..............................] - ETA: 5:28 - loss: 427.7898 - logits_profile_predictions_loss: 424.2551 - logcount_predictions_loss: 0.3801 9/2150 [..............................] - ETA: 5:27 - loss: 430.9435 - logits_profile_predictions_loss: 427.4025 - logcount_predictions_loss: 0.3808 10/2150 [..............................] - ETA: 5:26 - loss: 434.4122 - logits_profile_predictions_loss: 430.8500 - logcount_predictions_loss: 0.3830 11/2150 [..............................] - ETA: 5:26 - loss: 437.0435 - logits_profile_predictions_loss: 433.4472 - logcount_predictions_loss: 0.3867 12/2150 [..............................] - ETA: 5:26 - loss: 439.7178 - logits_profile_predictions_loss: 436.0873 - logcount_predictions_loss: 0.3904 13/2150 [..............................] - ETA: 5:25 - loss: 441.9578 - logits_profile_predictions_loss: 438.3010 - logcount_predictions_loss: 0.3932 14/2150 [..............................] - ETA: 5:25 - loss: 444.4330 - logits_profile_predictions_loss: 440.7482 - logcount_predictions_loss: 0.3962 15/2150 [..............................] - ETA: 5:25 - loss: 446.8408 - logits_profile_predictions_loss: 443.1289 - logcount_predictions_loss: 0.3991 16/2150 [..............................] - ETA: 5:25 - loss: 448.7744 - logits_profile_predictions_loss: 445.0347 - logcount_predictions_loss: 0.4021 17/2150 [..............................] - ETA: 5:24 - loss: 450.5768 - logits_profile_predictions_loss: 446.8159 - logcount_predictions_loss: 0.4044 18/2150 [..............................] - ETA: 5:24 - loss: 452.3548 - logits_profile_predictions_loss: 448.5756 - logcount_predictions_loss: 0.4064 19/2150 [..............................] - ETA: 5:24 - loss: 453.9712 - logits_profile_predictions_loss: 450.1774 - logcount_predictions_loss: 0.4079 20/2150 [..............................] - ETA: 5:24 - loss: 455.3808 - logits_profile_predictions_loss: 451.5708 - logcount_predictions_loss: 0.4097 21/2150 [..............................] - ETA: 5:23 - loss: 456.9029 - logits_profile_predictions_loss: 453.0692 - logcount_predictions_loss: 0.4122 22/2150 [..............................] - ETA: 5:23 - loss: 458.3982 - logits_profile_predictions_loss: 454.5421 - logcount_predictions_loss: 0.4146 23/2150 [..............................] - ETA: 5:23 - loss: 459.6612 - logits_profile_predictions_loss: 455.7877 - logcount_predictions_loss: 0.4165 24/2150 [..............................] - ETA: 5:23 - loss: 460.8222 - logits_profile_predictions_loss: 456.9326 - logcount_predictions_loss: 0.4182 25/2150 [..............................] - ETA: 5:23 - loss: 461.8926 - logits_profile_predictions_loss: 457.9866 - logcount_predictions_loss: 0.4200 26/2150 [..............................] - ETA: 5:23 - loss: 462.7934 - logits_profile_predictions_loss: 458.8715 - logcount_predictions_loss: 0.4217 27/2150 [..............................] - ETA: 5:22 - loss: 463.6210 - logits_profile_predictions_loss: 459.6863 - logcount_predictions_loss: 0.4231 28/2150 [..............................] - ETA: 5:22 - loss: 464.4300 - logits_profile_predictions_loss: 460.4843 - logcount_predictions_loss: 0.4243 29/2150 [..............................] - ETA: 5:22 - loss: 465.1871 - logits_profile_predictions_loss: 461.2295 - logcount_predictions_loss: 0.4255 30/2150 [..............................] - ETA: 5:22 - loss: 465.8959 - logits_profile_predictions_loss: 461.9274 - logcount_predictions_loss: 0.4267 31/2150 [..............................] - ETA: 5:22 - loss: 466.5518 - logits_profile_predictions_loss: 462.5721 - logcount_predictions_loss: 0.4279 32/2150 [..............................] - ETA: 5:22 - loss: 467.1086 - logits_profile_predictions_loss: 463.1181 - logcount_predictions_loss: 0.4291 33/2150 [..............................] - ETA: 5:21 - loss: 467.6535 - logits_profile_predictions_loss: 463.6511 - logcount_predictions_loss: 0.4304 34/2150 [..............................] - ETA: 5:21 - loss: 468.0865 - logits_profile_predictions_loss: 464.0725 - logcount_predictions_loss: 0.4316 35/2150 [..............................] - ETA: 5:21 - loss: 468.4405 - logits_profile_predictions_loss: 464.4164 - logcount_predictions_loss: 0.4327 36/2150 [..............................] - ETA: 5:21 - loss: 468.7854 - logits_profile_predictions_loss: 464.7518 - logcount_predictions_loss: 0.4337 37/2150 [..............................] - ETA: 5:21 - loss: 469.0894 - 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[..............................] - ETA: 5:20 - loss: 470.9000 - logits_profile_predictions_loss: 466.8184 - logcount_predictions_loss: 0.4389 45/2150 [..............................] - ETA: 5:19 - loss: 471.1136 - logits_profile_predictions_loss: 467.0281 - logcount_predictions_loss: 0.4393 46/2150 [..............................] - ETA: 5:19 - loss: 471.3169 - logits_profile_predictions_loss: 467.2282 - logcount_predictions_loss: 0.4397 47/2150 [..............................] - ETA: 5:19 - loss: 471.5681 - logits_profile_predictions_loss: 467.4768 - logcount_predictions_loss: 0.4399 48/2150 [..............................] - ETA: 5:19 - loss: 471.8125 - logits_profile_predictions_loss: 467.7193 - logcount_predictions_loss: 0.4401 49/2150 [..............................] - ETA: 5:19 - loss: 472.0105 - logits_profile_predictions_loss: 467.9160 - logcount_predictions_loss: 0.4403 50/2150 [..............................] - ETA: 5:19 - loss: 472.1811 - logits_profile_predictions_loss: 468.0855 - logcount_predictions_loss: 0.4404 51/2150 [..............................] - ETA: 5:18 - loss: 472.3520 - logits_profile_predictions_loss: 468.2550 - logcount_predictions_loss: 0.4405 52/2150 [..............................] - ETA: 5:18 - loss: 472.5124 - logits_profile_predictions_loss: 468.4142 - logcount_predictions_loss: 0.4407 53/2150 [..............................] - ETA: 5:18 - loss: 472.6472 - logits_profile_predictions_loss: 468.5485 - logcount_predictions_loss: 0.4407 54/2150 [..............................] - ETA: 5:18 - loss: 472.7728 - logits_profile_predictions_loss: 468.6733 - logcount_predictions_loss: 0.4408 55/2150 [..............................] - ETA: 5:18 - loss: 472.8607 - logits_profile_predictions_loss: 468.7608 - logcount_predictions_loss: 0.4409 56/2150 [..............................] - ETA: 5:18 - loss: 472.9350 - logits_profile_predictions_loss: 468.8341 - logcount_predictions_loss: 0.4410 57/2150 [..............................] - ETA: 5:17 - loss: 473.0247 - logits_profile_predictions_loss: 468.9230 - logcount_predictions_loss: 0.4410 58/2150 [..............................] - ETA: 5:17 - loss: 473.0937 - logits_profile_predictions_loss: 468.9916 - logcount_predictions_loss: 0.4411 59/2150 [..............................] - ETA: 5:17 - loss: 473.1587 - logits_profile_predictions_loss: 469.0563 - logcount_predictions_loss: 0.4411 60/2150 [..............................] - ETA: 5:17 - loss: 473.2011 - logits_profile_predictions_loss: 469.0989 - logcount_predictions_loss: 0.4411 61/2150 [..............................] - ETA: 5:17 - loss: 473.2536 - logits_profile_predictions_loss: 469.1511 - logcount_predictions_loss: 0.4411 62/2150 [..............................] - ETA: 5:17 - loss: 473.3038 - logits_profile_predictions_loss: 469.2004 - logcount_predictions_loss: 0.4412 63/2150 [..............................] - ETA: 5:16 - loss: 473.3712 - logits_profile_predictions_loss: 469.2667 - logcount_predictions_loss: 0.4414 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[>.............................] - ETA: 5:14 - loss: 474.5711 - logits_profile_predictions_loss: 470.4497 - logcount_predictions_loss: 0.4432 78/2150 [>.............................] - ETA: 5:14 - loss: 474.6428 - logits_profile_predictions_loss: 470.5210 - logcount_predictions_loss: 0.4432 79/2150 [>.............................] - ETA: 5:14 - loss: 474.7013 - logits_profile_predictions_loss: 470.5790 - logcount_predictions_loss: 0.4433 80/2150 [>.............................] - ETA: 5:14 - loss: 474.7570 - logits_profile_predictions_loss: 470.6342 - logcount_predictions_loss: 0.4433 81/2150 [>.............................] - ETA: 5:14 - loss: 474.8190 - logits_profile_predictions_loss: 470.6958 - logcount_predictions_loss: 0.4434 82/2150 [>.............................] - ETA: 5:13 - loss: 474.8889 - logits_profile_predictions_loss: 470.7653 - logcount_predictions_loss: 0.4434 83/2150 [>.............................] - ETA: 5:13 - loss: 474.9591 - logits_profile_predictions_loss: 470.8351 - logcount_predictions_loss: 0.4435 84/2150 [>.............................] - ETA: 5:13 - loss: 475.0099 - logits_profile_predictions_loss: 470.8854 - logcount_predictions_loss: 0.4435 85/2150 [>.............................] - ETA: 5:13 - loss: 475.0457 - logits_profile_predictions_loss: 470.9207 - logcount_predictions_loss: 0.4436 86/2150 [>.............................] - ETA: 5:13 - loss: 475.1007 - logits_profile_predictions_loss: 470.9753 - logcount_predictions_loss: 0.4436 87/2150 [>.............................] - ETA: 5:13 - loss: 475.1502 - logits_profile_predictions_loss: 471.0245 - logcount_predictions_loss: 0.4436 88/2150 [>.............................] - ETA: 5:12 - loss: 475.1989 - logits_profile_predictions_loss: 471.0728 - logcount_predictions_loss: 0.4437 89/2150 [>.............................] - ETA: 5:12 - loss: 475.2542 - logits_profile_predictions_loss: 471.1278 - logcount_predictions_loss: 0.4437 90/2150 [>.............................] - ETA: 5:12 - 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[>.............................] - ETA: 5:09 - loss: 476.4201 - logits_profile_predictions_loss: 472.2934 - logcount_predictions_loss: 0.4437 111/2150 [>.............................] - ETA: 5:09 - loss: 476.4606 - logits_profile_predictions_loss: 472.3340 - logcount_predictions_loss: 0.4437 112/2150 [>.............................] - ETA: 5:09 - loss: 476.5075 - logits_profile_predictions_loss: 472.3810 - logcount_predictions_loss: 0.4437 113/2150 [>.............................] - ETA: 5:09 - loss: 476.5526 - logits_profile_predictions_loss: 472.4261 - logcount_predictions_loss: 0.4437 114/2150 [>.............................] - ETA: 5:09 - loss: 476.6006 - logits_profile_predictions_loss: 472.4741 - logcount_predictions_loss: 0.4437 115/2150 [>.............................] - ETA: 5:08 - loss: 476.6520 - logits_profile_predictions_loss: 472.5256 - logcount_predictions_loss: 0.4437 116/2150 [>.............................] - ETA: 5:08 - loss: 476.7006 - 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[===========================>..] - ETA: 11s - loss: 482.9944 - logits_profile_predictions_loss: 478.8733 - logcount_predictions_loss: 0.4431 2075/2150 [===========================>..] - ETA: 11s - loss: 482.9957 - logits_profile_predictions_loss: 478.8746 - logcount_predictions_loss: 0.4431 2076/2150 [===========================>..] - ETA: 11s - loss: 482.9970 - logits_profile_predictions_loss: 478.8759 - logcount_predictions_loss: 0.4431 2077/2150 [===========================>..] - ETA: 11s - loss: 482.9983 - logits_profile_predictions_loss: 478.8772 - logcount_predictions_loss: 0.4431 2078/2150 [===========================>..] - ETA: 10s - loss: 482.9996 - logits_profile_predictions_loss: 478.8784 - logcount_predictions_loss: 0.4431 2079/2150 [============================>.] - ETA: 10s - loss: 483.0009 - logits_profile_predictions_loss: 478.8797 - logcount_predictions_loss: 0.4431 2080/2150 [============================>.] - ETA: 10s - loss: 483.0021 - logits_profile_predictions_loss: 478.8809 - logcount_predictions_loss: 0.4431 2081/2150 [============================>.] - ETA: 10s - loss: 483.0033 - logits_profile_predictions_loss: 478.8822 - logcount_predictions_loss: 0.4431 2082/2150 [============================>.] - ETA: 10s - loss: 483.0046 - logits_profile_predictions_loss: 478.8834 - logcount_predictions_loss: 0.4431 2083/2150 [============================>.] - ETA: 10s - loss: 483.0058 - logits_profile_predictions_loss: 478.8846 - logcount_predictions_loss: 0.4431 2084/2150 [============================>.] - ETA: 10s - loss: 483.0070 - logits_profile_predictions_loss: 478.8858 - logcount_predictions_loss: 0.4431 2085/2150 [============================>.] - ETA: 9s - loss: 483.0083 - logits_profile_predictions_loss: 478.8870 - logcount_predictions_loss: 0.4431  2086/2150 [============================>.] - ETA: 9s - loss: 483.0095 - logits_profile_predictions_loss: 478.8882 - logcount_predictions_loss: 0.4431 2087/2150 [============================>.] - ETA: 9s - loss: 483.0107 - logits_profile_predictions_loss: 478.8894 - logcount_predictions_loss: 0.4431 2088/2150 [============================>.] - ETA: 9s - loss: 483.0119 - logits_profile_predictions_loss: 478.8906 - logcount_predictions_loss: 0.4431 2089/2150 [============================>.] - ETA: 9s - loss: 483.0131 - logits_profile_predictions_loss: 478.8918 - logcount_predictions_loss: 0.4431 2090/2150 [============================>.] - ETA: 9s - loss: 483.0143 - logits_profile_predictions_loss: 478.8930 - logcount_predictions_loss: 0.4431 2091/2150 [============================>.] - ETA: 8s - loss: 483.0155 - logits_profile_predictions_loss: 478.8942 - logcount_predictions_loss: 0.4431 2092/2150 [============================>.] - ETA: 8s - loss: 483.0167 - logits_profile_predictions_loss: 478.8954 - logcount_predictions_loss: 0.4431 2093/2150 [============================>.] - ETA: 8s - loss: 483.0179 - logits_profile_predictions_loss: 478.8966 - logcount_predictions_loss: 0.4431 2094/2150 [============================>.] - ETA: 8s - loss: 483.0191 - logits_profile_predictions_loss: 478.8977 - logcount_predictions_loss: 0.4431 2095/2150 [============================>.] - ETA: 8s - loss: 483.0203 - logits_profile_predictions_loss: 478.8989 - logcount_predictions_loss: 0.4431 2096/2150 [============================>.] - ETA: 8s - loss: 483.0215 - logits_profile_predictions_loss: 478.9001 - logcount_predictions_loss: 0.4431 2097/2150 [============================>.] - ETA: 8s - loss: 483.0227 - logits_profile_predictions_loss: 478.9013 - logcount_predictions_loss: 0.4431 2098/2150 [============================>.] - ETA: 7s - loss: 483.0238 - logits_profile_predictions_loss: 478.9024 - logcount_predictions_loss: 0.4431 2099/2150 [============================>.] - ETA: 7s - loss: 483.0250 - logits_profile_predictions_loss: 478.9035 - logcount_predictions_loss: 0.4431 2100/2150 [============================>.] - ETA: 7s - loss: 483.0261 - logits_profile_predictions_loss: 478.9047 - logcount_predictions_loss: 0.4431 2101/2150 [============================>.] - ETA: 7s - loss: 483.0273 - logits_profile_predictions_loss: 478.9058 - logcount_predictions_loss: 0.4431 2102/2150 [============================>.] - ETA: 7s - loss: 483.0284 - logits_profile_predictions_loss: 478.9069 - logcount_predictions_loss: 0.4431 2103/2150 [============================>.] - ETA: 7s - loss: 483.0295 - logits_profile_predictions_loss: 478.9080 - logcount_predictions_loss: 0.4431 2104/2150 [============================>.] - ETA: 6s - loss: 483.0306 - logits_profile_predictions_loss: 478.9091 - logcount_predictions_loss: 0.4431 2105/2150 [============================>.] - ETA: 6s - loss: 483.0317 - logits_profile_predictions_loss: 478.9102 - logcount_predictions_loss: 0.4432 2106/2150 [============================>.] - ETA: 6s - loss: 483.0329 - logits_profile_predictions_loss: 478.9113 - logcount_predictions_loss: 0.4432 2107/2150 [============================>.] - ETA: 6s - loss: 483.0340 - logits_profile_predictions_loss: 478.9124 - logcount_predictions_loss: 0.4432 2108/2150 [============================>.] - ETA: 6s - loss: 483.0351 - logits_profile_predictions_loss: 478.9135 - logcount_predictions_loss: 0.4432 2109/2150 [============================>.] - ETA: 6s - loss: 483.0363 - logits_profile_predictions_loss: 478.9147 - logcount_predictions_loss: 0.4432 2110/2150 [============================>.] - ETA: 6s - loss: 483.0374 - logits_profile_predictions_loss: 478.9158 - logcount_predictions_loss: 0.4432 2111/2150 [============================>.] - ETA: 5s - loss: 483.0386 - logits_profile_predictions_loss: 478.9169 - logcount_predictions_loss: 0.4432 2112/2150 [============================>.] - ETA: 5s - loss: 483.0397 - logits_profile_predictions_loss: 478.9181 - logcount_predictions_loss: 0.4432 2113/2150 [============================>.] - ETA: 5s - loss: 483.0409 - logits_profile_predictions_loss: 478.9192 - logcount_predictions_loss: 0.4432 2114/2150 [============================>.] - ETA: 5s - loss: 483.0420 - logits_profile_predictions_loss: 478.9203 - logcount_predictions_loss: 0.4432 2115/2150 [============================>.] - ETA: 5s - loss: 483.0431 - logits_profile_predictions_loss: 478.9214 - logcount_predictions_loss: 0.4432 2116/2150 [============================>.] - ETA: 5s - loss: 483.0442 - logits_profile_predictions_loss: 478.9225 - logcount_predictions_loss: 0.4432 2117/2150 [============================>.] - ETA: 5s - loss: 483.0454 - logits_profile_predictions_loss: 478.9236 - logcount_predictions_loss: 0.4432 2118/2150 [============================>.] - ETA: 4s - loss: 483.0465 - logits_profile_predictions_loss: 478.9247 - logcount_predictions_loss: 0.4432 2119/2150 [============================>.] - ETA: 4s - loss: 483.0476 - logits_profile_predictions_loss: 478.9258 - logcount_predictions_loss: 0.4432 2120/2150 [============================>.] - ETA: 4s - loss: 483.0486 - logits_profile_predictions_loss: 478.9269 - logcount_predictions_loss: 0.4432 2121/2150 [============================>.] - ETA: 4s - loss: 483.0497 - logits_profile_predictions_loss: 478.9280 - logcount_predictions_loss: 0.4432 2122/2150 [============================>.] - ETA: 4s - loss: 483.0508 - logits_profile_predictions_loss: 478.9291 - logcount_predictions_loss: 0.4432 2123/2150 [============================>.] - ETA: 4s - loss: 483.0520 - logits_profile_predictions_loss: 478.9301 - logcount_predictions_loss: 0.4432 2124/2150 [============================>.] - ETA: 3s - loss: 483.0530 - logits_profile_predictions_loss: 478.9312 - logcount_predictions_loss: 0.4432 2125/2150 [============================>.] - ETA: 3s - loss: 483.0541 - logits_profile_predictions_loss: 478.9323 - logcount_predictions_loss: 0.4432 2126/2150 [============================>.] - ETA: 3s - loss: 483.0552 - logits_profile_predictions_loss: 478.9334 - logcount_predictions_loss: 0.4432 2127/2150 [============================>.] - ETA: 3s - loss: 483.0563 - logits_profile_predictions_loss: 478.9344 - logcount_predictions_loss: 0.4432 2128/2150 [============================>.] - ETA: 3s - loss: 483.0574 - logits_profile_predictions_loss: 478.9355 - logcount_predictions_loss: 0.4432 2129/2150 [============================>.] - ETA: 3s - loss: 483.0585 - logits_profile_predictions_loss: 478.9366 - logcount_predictions_loss: 0.4432 2130/2150 [============================>.] - ETA: 3s - loss: 483.0596 - logits_profile_predictions_loss: 478.9377 - logcount_predictions_loss: 0.4432 2131/2150 [============================>.] - ETA: 2s - loss: 483.0606 - logits_profile_predictions_loss: 478.9387 - logcount_predictions_loss: 0.4432 2132/2150 [============================>.] - ETA: 2s - loss: 483.0617 - logits_profile_predictions_loss: 478.9398 - logcount_predictions_loss: 0.4432 2133/2150 [============================>.] - ETA: 2s - loss: 483.0628 - logits_profile_predictions_loss: 478.9409 - logcount_predictions_loss: 0.4432 2134/2150 [============================>.] - ETA: 2s - loss: 483.0639 - logits_profile_predictions_loss: 478.9419 - logcount_predictions_loss: 0.4432 2135/2150 [============================>.] - ETA: 2s - loss: 483.0649 - logits_profile_predictions_loss: 478.9429 - logcount_predictions_loss: 0.4432 2136/2150 [============================>.] - ETA: 2s - loss: 483.0660 - logits_profile_predictions_loss: 478.9440 - logcount_predictions_loss: 0.4432 2137/2150 [============================>.] - ETA: 1s - loss: 483.0671 - logits_profile_predictions_loss: 478.9451 - logcount_predictions_loss: 0.4432 2138/2150 [============================>.] - ETA: 1s - loss: 483.0682 - logits_profile_predictions_loss: 478.9462 - logcount_predictions_loss: 0.4432 2139/2150 [============================>.] - ETA: 1s - loss: 483.0692 - logits_profile_predictions_loss: 478.9472 - logcount_predictions_loss: 0.4432 2140/2150 [============================>.] - ETA: 1s - loss: 483.0703 - logits_profile_predictions_loss: 478.9482 - logcount_predictions_loss: 0.4432 2141/2150 [============================>.] - ETA: 1s - loss: 483.0713 - logits_profile_predictions_loss: 478.9493 - logcount_predictions_loss: 0.4432 2142/2150 [============================>.] - ETA: 1s - loss: 483.0724 - logits_profile_predictions_loss: 478.9503 - logcount_predictions_loss: 0.4432 2143/2150 [============================>.] - ETA: 1s - loss: 483.0734 - logits_profile_predictions_loss: 478.9513 - logcount_predictions_loss: 0.4432 2144/2150 [============================>.] - ETA: 0s - loss: 483.0744 - logits_profile_predictions_loss: 478.9523 - logcount_predictions_loss: 0.4432 2145/2150 [============================>.] - ETA: 0s - loss: 483.0754 - logits_profile_predictions_loss: 478.9533 - logcount_predictions_loss: 0.4432 2146/2150 [============================>.] - ETA: 0s - loss: 483.0764 - logits_profile_predictions_loss: 478.9543 - logcount_predictions_loss: 0.4432 2147/2150 [============================>.] - ETA: 0s - loss: 483.0775 - logits_profile_predictions_loss: 478.9553 - logcount_predictions_loss: 0.4432 2148/2150 [============================>.] - ETA: 0s - loss: 483.0785 - logits_profile_predictions_loss: 478.9563 - logcount_predictions_loss: 0.4432 2149/2150 [============================>.] - ETA: 0s - loss: 483.0795 - logits_profile_predictions_loss: 478.9573 - logcount_predictions_loss: 0.4432 2150/2150 [==============================] - ETA: 0s - loss: 483.0805 - logits_profile_predictions_loss: 478.9583 - logcount_predictions_loss: 0.4432 2150/2150 [==============================] - 341s 159ms/step - loss: 483.0816 - logits_profile_predictions_loss: 478.9594 - logcount_predictions_loss: 0.4432 - val_loss: 481.7263 - val_logits_profile_predictions_loss: 477.6248 - val_logcount_predictions_loss: 0.4410 Epoch 00008: val_loss did not improve from 478.45984 Epoch 9/50 1/2150 [..............................] - ETA: 6:28 - loss: 439.6066 - logits_profile_predictions_loss: 434.2028 - logcount_predictions_loss: 0.5811 2/2150 [..............................] - ETA: 5:27 - loss: 457.0727 - logits_profile_predictions_loss: 452.2073 - logcount_predictions_loss: 0.5232 3/2150 [..............................] - ETA: 5:27 - loss: 460.4185 - logits_profile_predictions_loss: 455.8364 - logcount_predictions_loss: 0.4927 4/2150 [..............................] - ETA: 5:26 - loss: 460.8208 - logits_profile_predictions_loss: 456.3675 - logcount_predictions_loss: 0.4788 5/2150 [..............................] - ETA: 5:26 - loss: 457.5968 - logits_profile_predictions_loss: 453.2559 - logcount_predictions_loss: 0.4668 6/2150 [..............................] - ETA: 5:25 - loss: 457.2290 - logits_profile_predictions_loss: 452.9076 - logcount_predictions_loss: 0.4647 7/2150 [..............................] - ETA: 5:25 - loss: 459.0215 - logits_profile_predictions_loss: 454.6990 - logcount_predictions_loss: 0.4648 8/2150 [..............................] - ETA: 5:25 - loss: 459.9880 - logits_profile_predictions_loss: 455.6901 - logcount_predictions_loss: 0.4621 9/2150 [..............................] - ETA: 5:24 - loss: 461.4087 - logits_profile_predictions_loss: 457.1417 - logcount_predictions_loss: 0.4588 10/2150 [..............................] - ETA: 5:24 - loss: 462.1737 - logits_profile_predictions_loss: 457.9268 - logcount_predictions_loss: 0.4567 11/2150 [..............................] - ETA: 5:24 - loss: 463.9809 - logits_profile_predictions_loss: 459.7437 - logcount_predictions_loss: 0.4556 12/2150 [..............................] - ETA: 5:24 - loss: 465.8906 - logits_profile_predictions_loss: 461.6572 - logcount_predictions_loss: 0.4552 13/2150 [..............................] - ETA: 5:24 - loss: 467.4005 - logits_profile_predictions_loss: 463.1717 - logcount_predictions_loss: 0.4547 14/2150 [..............................] - ETA: 5:23 - loss: 468.3718 - logits_profile_predictions_loss: 464.1553 - logcount_predictions_loss: 0.4534 15/2150 [..............................] - ETA: 5:23 - loss: 469.8460 - logits_profile_predictions_loss: 465.6228 - logcount_predictions_loss: 0.4541 16/2150 [..............................] - ETA: 5:23 - loss: 470.9582 - logits_profile_predictions_loss: 466.7284 - logcount_predictions_loss: 0.4548 17/2150 [..............................] - ETA: 5:23 - loss: 472.0685 - logits_profile_predictions_loss: 467.8352 - logcount_predictions_loss: 0.4552 18/2150 [..............................] - ETA: 5:23 - loss: 473.1813 - logits_profile_predictions_loss: 468.9436 - logcount_predictions_loss: 0.4557 19/2150 [..............................] - ETA: 5:23 - loss: 474.2525 - logits_profile_predictions_loss: 470.0110 - logcount_predictions_loss: 0.4561 20/2150 [..............................] - ETA: 5:23 - loss: 475.2161 - logits_profile_predictions_loss: 470.9720 - logcount_predictions_loss: 0.4564 21/2150 [..............................] - ETA: 5:22 - loss: 476.0693 - logits_profile_predictions_loss: 471.8268 - logcount_predictions_loss: 0.4562 22/2150 [..............................] - ETA: 5:22 - loss: 476.7872 - logits_profile_predictions_loss: 472.5468 - logcount_predictions_loss: 0.4560 23/2150 [..............................] - ETA: 5:22 - loss: 477.5552 - logits_profile_predictions_loss: 473.3168 - logcount_predictions_loss: 0.4557 24/2150 [..............................] - ETA: 5:22 - loss: 478.2374 - logits_profile_predictions_loss: 474.0022 - logcount_predictions_loss: 0.4554 25/2150 [..............................] - ETA: 5:22 - loss: 478.9370 - logits_profile_predictions_loss: 474.7048 - logcount_predictions_loss: 0.4551 26/2150 [..............................] - ETA: 5:22 - loss: 479.4012 - logits_profile_predictions_loss: 475.1731 - logcount_predictions_loss: 0.4546 27/2150 [..............................] - ETA: 5:22 - loss: 479.8387 - logits_profile_predictions_loss: 475.6152 - logcount_predictions_loss: 0.4541 28/2150 [..............................] - ETA: 5:21 - loss: 480.2486 - logits_profile_predictions_loss: 476.0301 - logcount_predictions_loss: 0.4536 29/2150 [..............................] - ETA: 5:21 - loss: 480.6376 - logits_profile_predictions_loss: 476.4250 - logcount_predictions_loss: 0.4530 30/2150 [..............................] - ETA: 5:21 - loss: 480.9919 - logits_profile_predictions_loss: 476.7831 - logcount_predictions_loss: 0.4526 31/2150 [..............................] - ETA: 5:21 - loss: 481.2557 - logits_profile_predictions_loss: 477.0499 - logcount_predictions_loss: 0.4522 32/2150 [..............................] - ETA: 5:21 - loss: 481.5030 - logits_profile_predictions_loss: 477.2983 - logcount_predictions_loss: 0.4521 33/2150 [..............................] - ETA: 5:21 - loss: 481.6892 - logits_profile_predictions_loss: 477.4869 - logcount_predictions_loss: 0.4519 34/2150 [..............................] - ETA: 5:20 - loss: 481.9185 - logits_profile_predictions_loss: 477.7173 - logcount_predictions_loss: 0.4517 35/2150 [..............................] - ETA: 5:20 - loss: 482.1317 - logits_profile_predictions_loss: 477.9302 - logcount_predictions_loss: 0.4518 36/2150 [..............................] - ETA: 5:20 - loss: 482.3384 - logits_profile_predictions_loss: 478.1363 - logcount_predictions_loss: 0.4518 37/2150 [..............................] - ETA: 5:20 - loss: 482.4905 - logits_profile_predictions_loss: 478.2889 - logcount_predictions_loss: 0.4518 38/2150 [..............................] - ETA: 5:20 - loss: 482.5829 - logits_profile_predictions_loss: 478.3810 - logcount_predictions_loss: 0.4518 39/2150 [..............................] - ETA: 5:20 - loss: 482.6551 - logits_profile_predictions_loss: 478.4516 - logcount_predictions_loss: 0.4520 40/2150 [..............................] - ETA: 5:20 - loss: 482.7273 - logits_profile_predictions_loss: 478.5227 - logcount_predictions_loss: 0.4521 41/2150 [..............................] - ETA: 5:19 - loss: 482.7766 - logits_profile_predictions_loss: 478.5711 - logcount_predictions_loss: 0.4522 42/2150 [..............................] - ETA: 5:19 - loss: 482.9081 - logits_profile_predictions_loss: 478.7026 - logcount_predictions_loss: 0.4522 43/2150 [..............................] - ETA: 5:19 - loss: 482.9759 - logits_profile_predictions_loss: 478.7707 - logcount_predictions_loss: 0.4522 44/2150 [..............................] - ETA: 5:19 - loss: 483.0517 - logits_profile_predictions_loss: 478.8475 - logcount_predictions_loss: 0.4521 45/2150 [..............................] - ETA: 5:19 - loss: 483.1095 - logits_profile_predictions_loss: 478.9062 - logcount_predictions_loss: 0.4520 46/2150 [..............................] - ETA: 5:19 - loss: 483.1661 - logits_profile_predictions_loss: 478.9636 - logcount_predictions_loss: 0.4519 47/2150 [..............................] - ETA: 5:18 - loss: 483.2829 - logits_profile_predictions_loss: 479.0805 - logcount_predictions_loss: 0.4519 48/2150 [..............................] - ETA: 5:18 - loss: 483.3915 - logits_profile_predictions_loss: 479.1877 - logcount_predictions_loss: 0.4520 49/2150 [..............................] - ETA: 5:18 - loss: 483.5059 - logits_profile_predictions_loss: 479.3012 - logcount_predictions_loss: 0.4521 50/2150 [..............................] - ETA: 5:18 - loss: 483.6182 - logits_profile_predictions_loss: 479.4125 - logcount_predictions_loss: 0.4522 51/2150 [..............................] - ETA: 5:18 - loss: 483.7203 - logits_profile_predictions_loss: 479.5136 - logcount_predictions_loss: 0.4523 52/2150 [..............................] - ETA: 5:18 - loss: 483.7714 - logits_profile_predictions_loss: 479.5640 - logcount_predictions_loss: 0.4524 53/2150 [..............................] - ETA: 5:18 - loss: 483.8174 - logits_profile_predictions_loss: 479.6097 - logcount_predictions_loss: 0.4524 54/2150 [..............................] - ETA: 5:17 - loss: 483.8471 - logits_profile_predictions_loss: 479.6393 - logcount_predictions_loss: 0.4525 55/2150 [..............................] - ETA: 5:17 - loss: 483.8698 - logits_profile_predictions_loss: 479.6620 - logcount_predictions_loss: 0.4524 56/2150 [..............................] - ETA: 5:17 - loss: 483.8829 - logits_profile_predictions_loss: 479.6756 - logcount_predictions_loss: 0.4524 57/2150 [..............................] - ETA: 5:17 - loss: 483.8930 - logits_profile_predictions_loss: 479.6859 - logcount_predictions_loss: 0.4524 58/2150 [..............................] - ETA: 5:17 - loss: 483.9062 - logits_profile_predictions_loss: 479.6994 - logcount_predictions_loss: 0.4523 59/2150 [..............................] - ETA: 5:17 - loss: 483.9067 - logits_profile_predictions_loss: 479.7005 - logcount_predictions_loss: 0.4523 60/2150 [..............................] - ETA: 5:16 - loss: 483.9066 - logits_profile_predictions_loss: 479.7012 - logcount_predictions_loss: 0.4522 61/2150 [..............................] - ETA: 5:16 - loss: 483.8882 - logits_profile_predictions_loss: 479.6833 - logcount_predictions_loss: 0.4521 62/2150 [..............................] - ETA: 5:16 - loss: 483.8644 - logits_profile_predictions_loss: 479.6607 - logcount_predictions_loss: 0.4520 63/2150 [..............................] - ETA: 5:16 - loss: 483.8744 - logits_profile_predictions_loss: 479.6718 - logcount_predictions_loss: 0.4519 64/2150 [..............................] - ETA: 5:16 - loss: 483.8706 - logits_profile_predictions_loss: 479.6693 - logcount_predictions_loss: 0.4518 65/2150 [..............................] - ETA: 5:16 - loss: 483.8553 - logits_profile_predictions_loss: 479.6551 - logcount_predictions_loss: 0.4516 66/2150 [..............................] - ETA: 5:16 - loss: 483.8296 - logits_profile_predictions_loss: 479.6305 - logcount_predictions_loss: 0.4515 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[============================>.] - ETA: 9s - loss: 482.0819 - logits_profile_predictions_loss: 478.0439 - logcount_predictions_loss: 0.4342 2091/2150 [============================>.] - ETA: 8s - loss: 482.0825 - logits_profile_predictions_loss: 478.0445 - logcount_predictions_loss: 0.4342 2092/2150 [============================>.] - ETA: 8s - loss: 482.0831 - logits_profile_predictions_loss: 478.0451 - logcount_predictions_loss: 0.4342 2093/2150 [============================>.] - ETA: 8s - loss: 482.0838 - logits_profile_predictions_loss: 478.0458 - logcount_predictions_loss: 0.4342 2094/2150 [============================>.] - ETA: 8s - loss: 482.0844 - logits_profile_predictions_loss: 478.0464 - logcount_predictions_loss: 0.4342 2095/2150 [============================>.] - ETA: 8s - loss: 482.0850 - logits_profile_predictions_loss: 478.0470 - logcount_predictions_loss: 0.4342 2096/2150 [============================>.] - ETA: 8s - loss: 482.0856 - logits_profile_predictions_loss: 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[============================>.] - ETA: 4s - loss: 482.1007 - logits_profile_predictions_loss: 478.0632 - logcount_predictions_loss: 0.4342 2124/2150 [============================>.] - ETA: 3s - loss: 482.1013 - logits_profile_predictions_loss: 478.0637 - logcount_predictions_loss: 0.4342 2125/2150 [============================>.] - ETA: 3s - loss: 482.1018 - logits_profile_predictions_loss: 478.0643 - logcount_predictions_loss: 0.4342 2126/2150 [============================>.] - ETA: 3s - loss: 482.1024 - logits_profile_predictions_loss: 478.0649 - logcount_predictions_loss: 0.4342 2127/2150 [============================>.] - ETA: 3s - loss: 482.1030 - logits_profile_predictions_loss: 478.0655 - logcount_predictions_loss: 0.4341 2128/2150 [============================>.] - ETA: 3s - loss: 482.1036 - logits_profile_predictions_loss: 478.0660 - logcount_predictions_loss: 0.4341 2129/2150 [============================>.] - ETA: 3s - loss: 482.1041 - logits_profile_predictions_loss: 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2143/2150 [============================>.] - ETA: 1s - loss: 482.1115 - logits_profile_predictions_loss: 478.0742 - logcount_predictions_loss: 0.4341 2144/2150 [============================>.] - ETA: 0s - loss: 482.1120 - logits_profile_predictions_loss: 478.0747 - logcount_predictions_loss: 0.4341 2145/2150 [============================>.] - ETA: 0s - loss: 482.1125 - logits_profile_predictions_loss: 478.0751 - logcount_predictions_loss: 0.4341 2146/2150 [============================>.] - ETA: 0s - loss: 482.1129 - logits_profile_predictions_loss: 478.0756 - logcount_predictions_loss: 0.4341 2147/2150 [============================>.] - ETA: 0s - loss: 482.1134 - logits_profile_predictions_loss: 478.0761 - logcount_predictions_loss: 0.4341 2148/2150 [============================>.] - ETA: 0s - loss: 482.1138 - logits_profile_predictions_loss: 478.0765 - logcount_predictions_loss: 0.4341 2149/2150 [============================>.] - ETA: 0s - loss: 482.1142 - logits_profile_predictions_loss: 478.0770 - logcount_predictions_loss: 0.4341 2150/2150 [==============================] - ETA: 0s - loss: 482.1147 - logits_profile_predictions_loss: 478.0774 - logcount_predictions_loss: 0.4341 2150/2150 [==============================] - 342s 159ms/step - loss: 482.1151 - logits_profile_predictions_loss: 478.0779 - logcount_predictions_loss: 0.4341 - val_loss: 475.1376 - val_logits_profile_predictions_loss: 470.0172 - val_logcount_predictions_loss: 0.5506 Epoch 00009: val_loss improved from 478.45984 to 475.13763, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR739VKY//chrombppnet_model_encsr283tme_bias_fold_4/chrombpnet.h5 Epoch 10/50 1/2150 [..............................] - ETA: 6:31 - loss: 506.6346 - logits_profile_predictions_loss: 502.2799 - logcount_predictions_loss: 0.4682 2/2150 [..............................] - ETA: 5:26 - loss: 493.2619 - logits_profile_predictions_loss: 489.3121 - logcount_predictions_loss: 0.4247 3/2150 [..............................] - ETA: 5:26 - loss: 487.7760 - logits_profile_predictions_loss: 483.9207 - logcount_predictions_loss: 0.4145 4/2150 [..............................] - ETA: 5:25 - loss: 489.7898 - logits_profile_predictions_loss: 486.0510 - logcount_predictions_loss: 0.4020 5/2150 [..............................] - ETA: 5:25 - loss: 490.1257 - logits_profile_predictions_loss: 486.3166 - logcount_predictions_loss: 0.4096 6/2150 [..............................] - ETA: 5:25 - loss: 489.3300 - logits_profile_predictions_loss: 485.4581 - logcount_predictions_loss: 0.4163 7/2150 [..............................] - ETA: 5:25 - loss: 488.4105 - logits_profile_predictions_loss: 484.5198 - logcount_predictions_loss: 0.4184 8/2150 [..............................] - ETA: 5:25 - loss: 487.0666 - logits_profile_predictions_loss: 483.1757 - logcount_predictions_loss: 0.4184 9/2150 [..............................] - ETA: 5:25 - loss: 487.4733 - logits_profile_predictions_loss: 483.5524 - logcount_predictions_loss: 0.4216 10/2150 [..............................] - ETA: 5:24 - loss: 487.5073 - logits_profile_predictions_loss: 483.5682 - logcount_predictions_loss: 0.4236 11/2150 [..............................] - ETA: 5:24 - loss: 488.3056 - logits_profile_predictions_loss: 484.3448 - logcount_predictions_loss: 0.4259 12/2150 [..............................] - ETA: 5:24 - loss: 489.3739 - logits_profile_predictions_loss: 485.3967 - logcount_predictions_loss: 0.4277 13/2150 [..............................] - ETA: 5:24 - loss: 490.0151 - logits_profile_predictions_loss: 486.0340 - logcount_predictions_loss: 0.4281 14/2150 [..............................] - ETA: 5:24 - loss: 490.2596 - logits_profile_predictions_loss: 486.2818 - logcount_predictions_loss: 0.4277 15/2150 [..............................] - ETA: 5:24 - loss: 490.2436 - logits_profile_predictions_loss: 486.2623 - logcount_predictions_loss: 0.4281 16/2150 [..............................] - ETA: 5:24 - loss: 490.4016 - logits_profile_predictions_loss: 486.4188 - logcount_predictions_loss: 0.4283 17/2150 [..............................] - ETA: 5:23 - loss: 490.3370 - logits_profile_predictions_loss: 486.3537 - logcount_predictions_loss: 0.4283 18/2150 [..............................] - ETA: 5:23 - loss: 490.0379 - logits_profile_predictions_loss: 486.0552 - logcount_predictions_loss: 0.4282 19/2150 [..............................] - ETA: 5:23 - loss: 489.6588 - logits_profile_predictions_loss: 485.6716 - logcount_predictions_loss: 0.4287 20/2150 [..............................] - ETA: 5:23 - loss: 489.2480 - logits_profile_predictions_loss: 485.2589 - logcount_predictions_loss: 0.4289 21/2150 [..............................] - ETA: 5:23 - loss: 488.9130 - logits_profile_predictions_loss: 484.9185 - logcount_predictions_loss: 0.4295 22/2150 [..............................] - ETA: 5:23 - loss: 488.6677 - logits_profile_predictions_loss: 484.6633 - logcount_predictions_loss: 0.4306 23/2150 [..............................] - ETA: 5:23 - loss: 488.3469 - logits_profile_predictions_loss: 484.3336 - logcount_predictions_loss: 0.4315 24/2150 [..............................] - ETA: 5:23 - loss: 488.0155 - logits_profile_predictions_loss: 483.9931 - logcount_predictions_loss: 0.4325 25/2150 [..............................] - ETA: 5:22 - loss: 487.7354 - logits_profile_predictions_loss: 483.7046 - logcount_predictions_loss: 0.4334 26/2150 [..............................] - ETA: 5:22 - loss: 487.4038 - logits_profile_predictions_loss: 483.3660 - logcount_predictions_loss: 0.4342 27/2150 [..............................] - ETA: 5:22 - loss: 487.1611 - logits_profile_predictions_loss: 483.1189 - logcount_predictions_loss: 0.4346 28/2150 [..............................] - ETA: 5:22 - loss: 486.9649 - logits_profile_predictions_loss: 482.9192 - logcount_predictions_loss: 0.4350 29/2150 [..............................] - ETA: 5:22 - loss: 486.7504 - logits_profile_predictions_loss: 482.7018 - logcount_predictions_loss: 0.4353 30/2150 [..............................] - ETA: 5:22 - loss: 486.5210 - logits_profile_predictions_loss: 482.4699 - logcount_predictions_loss: 0.4356 31/2150 [..............................] - ETA: 5:21 - loss: 486.2387 - logits_profile_predictions_loss: 482.1857 - logcount_predictions_loss: 0.4358 32/2150 [..............................] - ETA: 5:21 - loss: 485.8989 - logits_profile_predictions_loss: 481.8458 - logcount_predictions_loss: 0.4358 33/2150 [..............................] - ETA: 5:21 - loss: 485.5658 - logits_profile_predictions_loss: 481.5134 - logcount_predictions_loss: 0.4357 34/2150 [..............................] - ETA: 5:21 - loss: 485.2915 - logits_profile_predictions_loss: 481.2403 - logcount_predictions_loss: 0.4356 35/2150 [..............................] - ETA: 5:21 - loss: 485.0709 - logits_profile_predictions_loss: 481.0211 - logcount_predictions_loss: 0.4355 36/2150 [..............................] - ETA: 5:21 - loss: 484.8772 - logits_profile_predictions_loss: 480.8290 - logcount_predictions_loss: 0.4353 37/2150 [..............................] - ETA: 5:21 - loss: 484.6881 - logits_profile_predictions_loss: 480.6422 - logcount_predictions_loss: 0.4350 38/2150 [..............................] - ETA: 5:21 - loss: 484.4735 - logits_profile_predictions_loss: 480.4303 - logcount_predictions_loss: 0.4348 39/2150 [..............................] - ETA: 5:21 - loss: 484.2652 - logits_profile_predictions_loss: 480.2244 - logcount_predictions_loss: 0.4345 40/2150 [..............................] - ETA: 5:21 - loss: 484.0345 - logits_profile_predictions_loss: 479.9951 - logcount_predictions_loss: 0.4343 41/2150 [..............................] - ETA: 5:21 - loss: 483.8450 - logits_profile_predictions_loss: 479.8075 - logcount_predictions_loss: 0.4341 42/2150 [..............................] - ETA: 5:21 - loss: 483.6230 - logits_profile_predictions_loss: 479.5881 - logcount_predictions_loss: 0.4339 43/2150 [..............................] - ETA: 5:20 - loss: 483.4061 - logits_profile_predictions_loss: 479.3742 - logcount_predictions_loss: 0.4335 44/2150 [..............................] - ETA: 5:20 - loss: 483.1831 - logits_profile_predictions_loss: 479.1537 - logcount_predictions_loss: 0.4333 45/2150 [..............................] - ETA: 5:20 - loss: 482.9334 - logits_profile_predictions_loss: 478.9066 - logcount_predictions_loss: 0.4330 46/2150 [..............................] - ETA: 5:20 - loss: 482.6579 - logits_profile_predictions_loss: 478.6331 - logcount_predictions_loss: 0.4328 47/2150 [..............................] - ETA: 5:20 - loss: 482.3896 - logits_profile_predictions_loss: 478.3670 - logcount_predictions_loss: 0.4325 48/2150 [..............................] - ETA: 5:20 - loss: 482.1130 - logits_profile_predictions_loss: 478.0929 - logcount_predictions_loss: 0.4323 49/2150 [..............................] - ETA: 5:19 - loss: 481.8244 - logits_profile_predictions_loss: 477.8069 - logcount_predictions_loss: 0.4320 50/2150 [..............................] - ETA: 5:19 - loss: 481.5306 - logits_profile_predictions_loss: 477.5152 - logcount_predictions_loss: 0.4318 51/2150 [..............................] - ETA: 5:19 - loss: 481.2519 - logits_profile_predictions_loss: 477.2384 - logcount_predictions_loss: 0.4316 52/2150 [..............................] - ETA: 5:19 - loss: 481.0038 - logits_profile_predictions_loss: 476.9920 - logcount_predictions_loss: 0.4314 53/2150 [..............................] - ETA: 5:19 - loss: 480.7616 - logits_profile_predictions_loss: 476.7515 - logcount_predictions_loss: 0.4312 54/2150 [..............................] - ETA: 5:19 - loss: 480.5330 - logits_profile_predictions_loss: 476.5247 - logcount_predictions_loss: 0.4310 55/2150 [..............................] - ETA: 5:18 - loss: 480.3241 - logits_profile_predictions_loss: 476.3176 - logcount_predictions_loss: 0.4308 56/2150 [..............................] - ETA: 5:18 - loss: 480.1492 - logits_profile_predictions_loss: 476.1441 - logcount_predictions_loss: 0.4307 57/2150 [..............................] - ETA: 5:18 - loss: 479.9897 - logits_profile_predictions_loss: 475.9860 - logcount_predictions_loss: 0.4305 58/2150 [..............................] - ETA: 5:18 - loss: 479.8251 - logits_profile_predictions_loss: 475.8227 - logcount_predictions_loss: 0.4304 59/2150 [..............................] - ETA: 5:18 - loss: 479.6866 - logits_profile_predictions_loss: 475.6855 - logcount_predictions_loss: 0.4302 60/2150 [..............................] - ETA: 5:18 - loss: 479.5468 - logits_profile_predictions_loss: 475.5473 - logcount_predictions_loss: 0.4301 61/2150 [..............................] - ETA: 5:17 - loss: 479.3969 - logits_profile_predictions_loss: 475.3985 - logcount_predictions_loss: 0.4299 62/2150 [..............................] - ETA: 5:17 - loss: 479.2685 - logits_profile_predictions_loss: 475.2710 - logcount_predictions_loss: 0.4298 63/2150 [..............................] - ETA: 5:17 - loss: 479.1317 - logits_profile_predictions_loss: 475.1351 - logcount_predictions_loss: 0.4297 64/2150 [..............................] - ETA: 5:17 - loss: 479.0035 - logits_profile_predictions_loss: 475.0077 - logcount_predictions_loss: 0.4297 65/2150 [..............................] - ETA: 5:17 - loss: 478.9172 - logits_profile_predictions_loss: 474.9214 - logcount_predictions_loss: 0.4297 66/2150 [..............................] - ETA: 5:17 - loss: 478.8140 - logits_profile_predictions_loss: 474.8184 - logcount_predictions_loss: 0.4296 67/2150 [..............................] - ETA: 5:16 - loss: 478.7099 - logits_profile_predictions_loss: 474.7146 - logcount_predictions_loss: 0.4296 68/2150 [..............................] - ETA: 5:16 - loss: 478.6168 - logits_profile_predictions_loss: 474.6215 - logcount_predictions_loss: 0.4296 69/2150 [..............................] - ETA: 5:16 - loss: 478.5363 - logits_profile_predictions_loss: 474.5413 - logcount_predictions_loss: 0.4296 70/2150 [..............................] - ETA: 5:16 - loss: 478.4571 - logits_profile_predictions_loss: 474.4623 - logcount_predictions_loss: 0.4296 71/2150 [..............................] - ETA: 5:16 - loss: 478.4228 - logits_profile_predictions_loss: 474.4281 - logcount_predictions_loss: 0.4295 72/2150 [>.............................] - ETA: 5:16 - loss: 478.3857 - logits_profile_predictions_loss: 474.3916 - logcount_predictions_loss: 0.4295 73/2150 [>.............................] - ETA: 5:15 - loss: 478.3536 - logits_profile_predictions_loss: 474.3597 - logcount_predictions_loss: 0.4294 74/2150 [>.............................] - ETA: 5:15 - loss: 478.3176 - logits_profile_predictions_loss: 474.3236 - logcount_predictions_loss: 0.4295 75/2150 [>.............................] - ETA: 5:15 - loss: 478.2854 - logits_profile_predictions_loss: 474.2913 - logcount_predictions_loss: 0.4295 76/2150 [>.............................] - ETA: 5:15 - loss: 478.2543 - logits_profile_predictions_loss: 474.2601 - logcount_predictions_loss: 0.4295 77/2150 [>.............................] - ETA: 5:15 - loss: 478.2132 - logits_profile_predictions_loss: 474.2192 - logcount_predictions_loss: 0.4295 78/2150 [>.............................] - ETA: 5:15 - loss: 478.1936 - logits_profile_predictions_loss: 474.1994 - logcount_predictions_loss: 0.4295 79/2150 [>.............................] - ETA: 5:15 - loss: 478.1794 - logits_profile_predictions_loss: 474.1848 - logcount_predictions_loss: 0.4295 80/2150 [>.............................] - ETA: 5:14 - loss: 478.1593 - logits_profile_predictions_loss: 474.1644 - logcount_predictions_loss: 0.4296 81/2150 [>.............................] - ETA: 5:14 - loss: 478.1483 - logits_profile_predictions_loss: 474.1531 - logcount_predictions_loss: 0.4296 82/2150 [>.............................] - ETA: 5:14 - loss: 478.1315 - logits_profile_predictions_loss: 474.1362 - logcount_predictions_loss: 0.4296 83/2150 [>.............................] - ETA: 5:14 - loss: 478.1123 - logits_profile_predictions_loss: 474.1171 - logcount_predictions_loss: 0.4296 84/2150 [>.............................] - ETA: 5:14 - loss: 478.0990 - logits_profile_predictions_loss: 474.1039 - logcount_predictions_loss: 0.4296 85/2150 [>.............................] - ETA: 5:14 - loss: 478.0920 - logits_profile_predictions_loss: 474.0970 - logcount_predictions_loss: 0.4296 86/2150 [>.............................] - ETA: 5:13 - loss: 478.0798 - logits_profile_predictions_loss: 474.0851 - logcount_predictions_loss: 0.4295 87/2150 [>.............................] - ETA: 5:13 - loss: 478.0788 - logits_profile_predictions_loss: 474.0846 - logcount_predictions_loss: 0.4295 88/2150 [>.............................] - ETA: 5:13 - loss: 478.0722 - logits_profile_predictions_loss: 474.0786 - logcount_predictions_loss: 0.4294 89/2150 [>.............................] - ETA: 5:13 - loss: 478.0684 - logits_profile_predictions_loss: 474.0754 - logcount_predictions_loss: 0.4294 90/2150 [>.............................] - ETA: 5:13 - loss: 478.0654 - logits_profile_predictions_loss: 474.0732 - logcount_predictions_loss: 0.4293 91/2150 [>.............................] - ETA: 5:13 - loss: 478.0536 - logits_profile_predictions_loss: 474.0622 - logcount_predictions_loss: 0.4292 92/2150 [>.............................] - ETA: 5:12 - loss: 478.0331 - logits_profile_predictions_loss: 474.0427 - logcount_predictions_loss: 0.4291 93/2150 [>.............................] - ETA: 5:12 - loss: 478.0123 - logits_profile_predictions_loss: 474.0227 - logcount_predictions_loss: 0.4290 94/2150 [>.............................] - ETA: 5:12 - loss: 477.9891 - logits_profile_predictions_loss: 474.0003 - logcount_predictions_loss: 0.4289 95/2150 [>.............................] - ETA: 5:12 - 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102/2150 [>.............................] - ETA: 5:11 - loss: 477.8700 - logits_profile_predictions_loss: 473.8879 - logcount_predictions_loss: 0.4282 103/2150 [>.............................] - ETA: 5:11 - loss: 477.8634 - logits_profile_predictions_loss: 473.8821 - logcount_predictions_loss: 0.4281 104/2150 [>.............................] - ETA: 5:11 - loss: 477.8601 - logits_profile_predictions_loss: 473.8798 - logcount_predictions_loss: 0.4280 105/2150 [>.............................] - ETA: 5:10 - loss: 477.8550 - logits_profile_predictions_loss: 473.8754 - logcount_predictions_loss: 0.4279 106/2150 [>.............................] - ETA: 5:10 - loss: 477.8522 - logits_profile_predictions_loss: 473.8734 - logcount_predictions_loss: 0.4278 107/2150 [>.............................] - ETA: 5:10 - loss: 477.8548 - logits_profile_predictions_loss: 473.8768 - logcount_predictions_loss: 0.4277 108/2150 [>.............................] - ETA: 5:10 - loss: 477.8521 - 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[>.............................] - ETA: 5:09 - loss: 477.8916 - logits_profile_predictions_loss: 473.9203 - logcount_predictions_loss: 0.4270 116/2150 [>.............................] - ETA: 5:09 - loss: 477.8904 - logits_profile_predictions_loss: 473.9200 - logcount_predictions_loss: 0.4269 117/2150 [>.............................] - ETA: 5:09 - loss: 477.8938 - logits_profile_predictions_loss: 473.9243 - logcount_predictions_loss: 0.4268 118/2150 [>.............................] - ETA: 5:08 - loss: 477.9016 - logits_profile_predictions_loss: 473.9331 - logcount_predictions_loss: 0.4267 119/2150 [>.............................] - ETA: 5:08 - loss: 477.9069 - logits_profile_predictions_loss: 473.9394 - logcount_predictions_loss: 0.4266 120/2150 [>.............................] - ETA: 5:08 - loss: 477.9065 - logits_profile_predictions_loss: 473.9400 - logcount_predictions_loss: 0.4265 121/2150 [>.............................] - ETA: 5:08 - loss: 477.9096 - 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[>.............................] - ETA: 5:07 - loss: 477.9625 - logits_profile_predictions_loss: 474.0028 - logcount_predictions_loss: 0.4258 129/2150 [>.............................] - ETA: 5:07 - loss: 477.9747 - logits_profile_predictions_loss: 474.0157 - logcount_predictions_loss: 0.4257 130/2150 [>.............................] - ETA: 5:07 - loss: 477.9881 - logits_profile_predictions_loss: 474.0296 - logcount_predictions_loss: 0.4256 131/2150 [>.............................] - ETA: 5:06 - loss: 478.0007 - logits_profile_predictions_loss: 474.0427 - logcount_predictions_loss: 0.4256 132/2150 [>.............................] - ETA: 5:06 - loss: 478.0169 - logits_profile_predictions_loss: 474.0594 - logcount_predictions_loss: 0.4255 133/2150 [>.............................] - ETA: 5:06 - loss: 478.0324 - logits_profile_predictions_loss: 474.0753 - logcount_predictions_loss: 0.4255 134/2150 [>.............................] - ETA: 5:06 - loss: 478.0483 - 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[====>.........................] - ETA: 4:23 - loss: 480.6614 - logits_profile_predictions_loss: 476.7442 - logcount_predictions_loss: 0.4212 415/2150 [====>.........................] - ETA: 4:23 - loss: 480.6628 - logits_profile_predictions_loss: 476.7458 - logcount_predictions_loss: 0.4212 416/2150 [====>.........................] - ETA: 4:23 - loss: 480.6638 - logits_profile_predictions_loss: 476.7470 - logcount_predictions_loss: 0.4211 417/2150 [====>.........................] - ETA: 4:23 - loss: 480.6649 - logits_profile_predictions_loss: 476.7482 - logcount_predictions_loss: 0.4211 418/2150 [====>.........................] - ETA: 4:23 - loss: 480.6669 - logits_profile_predictions_loss: 476.7503 - logcount_predictions_loss: 0.4211 419/2150 [====>.........................] - ETA: 4:22 - loss: 480.6687 - logits_profile_predictions_loss: 476.7523 - logcount_predictions_loss: 0.4211 420/2150 [====>.........................] - ETA: 4:22 - loss: 480.6704 - 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2099/2150 [============================>.] - ETA: 7s - loss: 481.9578 - logits_profile_predictions_loss: 478.0994 - logcount_predictions_loss: 0.4148 2100/2150 [============================>.] - ETA: 7s - loss: 481.9577 - logits_profile_predictions_loss: 478.0993 - logcount_predictions_loss: 0.4148 2101/2150 [============================>.] - ETA: 7s - loss: 481.9575 - logits_profile_predictions_loss: 478.0991 - logcount_predictions_loss: 0.4148 2102/2150 [============================>.] - ETA: 7s - loss: 481.9574 - logits_profile_predictions_loss: 478.0990 - logcount_predictions_loss: 0.4148 2103/2150 [============================>.] - ETA: 7s - loss: 481.9573 - logits_profile_predictions_loss: 478.0989 - logcount_predictions_loss: 0.4148 2104/2150 [============================>.] - ETA: 6s - loss: 481.9571 - logits_profile_predictions_loss: 478.0988 - logcount_predictions_loss: 0.4148 2105/2150 [============================>.] - ETA: 6s - loss: 481.9570 - logits_profile_predictions_loss: 478.0986 - logcount_predictions_loss: 0.4148 2106/2150 [============================>.] - ETA: 6s - loss: 481.9568 - logits_profile_predictions_loss: 478.0985 - logcount_predictions_loss: 0.4148 2107/2150 [============================>.] - ETA: 6s - loss: 481.9567 - logits_profile_predictions_loss: 478.0983 - logcount_predictions_loss: 0.4148 2108/2150 [============================>.] - ETA: 6s - loss: 481.9565 - logits_profile_predictions_loss: 478.0981 - logcount_predictions_loss: 0.4148 2109/2150 [============================>.] - ETA: 6s - loss: 481.9564 - logits_profile_predictions_loss: 478.0980 - logcount_predictions_loss: 0.4148 2110/2150 [============================>.] - ETA: 6s - loss: 481.9562 - logits_profile_predictions_loss: 478.0978 - logcount_predictions_loss: 0.4148 2111/2150 [============================>.] - ETA: 5s - loss: 481.9561 - logits_profile_predictions_loss: 478.0977 - logcount_predictions_loss: 0.4148 2112/2150 [============================>.] - ETA: 5s - loss: 481.9559 - logits_profile_predictions_loss: 478.0975 - logcount_predictions_loss: 0.4148 2113/2150 [============================>.] - ETA: 5s - loss: 481.9557 - logits_profile_predictions_loss: 478.0973 - logcount_predictions_loss: 0.4148 2114/2150 [============================>.] - ETA: 5s - loss: 481.9555 - logits_profile_predictions_loss: 478.0971 - logcount_predictions_loss: 0.4148 2115/2150 [============================>.] - ETA: 5s - loss: 481.9553 - logits_profile_predictions_loss: 478.0969 - logcount_predictions_loss: 0.4148 2116/2150 [============================>.] - ETA: 5s - loss: 481.9551 - logits_profile_predictions_loss: 478.0967 - logcount_predictions_loss: 0.4148 2117/2150 [============================>.] - ETA: 5s - loss: 481.9549 - logits_profile_predictions_loss: 478.0965 - logcount_predictions_loss: 0.4148 2118/2150 [============================>.] - ETA: 4s - loss: 481.9547 - logits_profile_predictions_loss: 478.0964 - logcount_predictions_loss: 0.4148 2119/2150 [============================>.] - ETA: 4s - loss: 481.9545 - logits_profile_predictions_loss: 478.0962 - logcount_predictions_loss: 0.4148 2120/2150 [============================>.] - ETA: 4s - loss: 481.9544 - logits_profile_predictions_loss: 478.0960 - logcount_predictions_loss: 0.4148 2121/2150 [============================>.] - ETA: 4s - loss: 481.9542 - logits_profile_predictions_loss: 478.0958 - logcount_predictions_loss: 0.4148 2122/2150 [============================>.] - ETA: 4s - loss: 481.9540 - logits_profile_predictions_loss: 478.0957 - logcount_predictions_loss: 0.4148 2123/2150 [============================>.] - ETA: 4s - loss: 481.9538 - logits_profile_predictions_loss: 478.0955 - logcount_predictions_loss: 0.4148 2124/2150 [============================>.] - ETA: 3s - loss: 481.9537 - logits_profile_predictions_loss: 478.0953 - logcount_predictions_loss: 0.4148 2125/2150 [============================>.] - ETA: 3s - loss: 481.9535 - logits_profile_predictions_loss: 478.0952 - logcount_predictions_loss: 0.4148 2126/2150 [============================>.] - ETA: 3s - loss: 481.9533 - logits_profile_predictions_loss: 478.0950 - logcount_predictions_loss: 0.4148 2127/2150 [============================>.] - ETA: 3s - loss: 481.9532 - logits_profile_predictions_loss: 478.0948 - logcount_predictions_loss: 0.4148 2128/2150 [============================>.] - ETA: 3s - loss: 481.9530 - logits_profile_predictions_loss: 478.0946 - logcount_predictions_loss: 0.4148 2129/2150 [============================>.] - ETA: 3s - loss: 481.9528 - logits_profile_predictions_loss: 478.0945 - logcount_predictions_loss: 0.4148 2130/2150 [============================>.] - ETA: 3s - loss: 481.9526 - logits_profile_predictions_loss: 478.0943 - logcount_predictions_loss: 0.4148 2131/2150 [============================>.] - ETA: 2s - loss: 481.9525 - logits_profile_predictions_loss: 478.0942 - logcount_predictions_loss: 0.4148 2132/2150 [============================>.] - ETA: 2s - loss: 481.9523 - logits_profile_predictions_loss: 478.0940 - logcount_predictions_loss: 0.4148 2133/2150 [============================>.] - ETA: 2s - loss: 481.9522 - logits_profile_predictions_loss: 478.0939 - logcount_predictions_loss: 0.4148 2134/2150 [============================>.] - ETA: 2s - loss: 481.9520 - logits_profile_predictions_loss: 478.0937 - logcount_predictions_loss: 0.4148 2135/2150 [============================>.] - ETA: 2s - loss: 481.9519 - logits_profile_predictions_loss: 478.0935 - logcount_predictions_loss: 0.4148 2136/2150 [============================>.] - ETA: 2s - loss: 481.9517 - logits_profile_predictions_loss: 478.0934 - logcount_predictions_loss: 0.4148 2137/2150 [============================>.] - ETA: 1s - loss: 481.9515 - logits_profile_predictions_loss: 478.0932 - logcount_predictions_loss: 0.4148 2138/2150 [============================>.] - ETA: 1s - loss: 481.9513 - logits_profile_predictions_loss: 478.0930 - logcount_predictions_loss: 0.4148 2139/2150 [============================>.] - ETA: 1s - loss: 481.9511 - logits_profile_predictions_loss: 478.0928 - logcount_predictions_loss: 0.4148 2140/2150 [============================>.] - ETA: 1s - loss: 481.9509 - logits_profile_predictions_loss: 478.0926 - logcount_predictions_loss: 0.4148 2141/2150 [============================>.] - ETA: 1s - loss: 481.9508 - logits_profile_predictions_loss: 478.0925 - logcount_predictions_loss: 0.4148 2142/2150 [============================>.] - ETA: 1s - loss: 481.9506 - logits_profile_predictions_loss: 478.0923 - logcount_predictions_loss: 0.4148 2143/2150 [============================>.] - ETA: 1s - loss: 481.9504 - logits_profile_predictions_loss: 478.0921 - logcount_predictions_loss: 0.4148 2144/2150 [============================>.] - ETA: 0s - loss: 481.9502 - logits_profile_predictions_loss: 478.0919 - logcount_predictions_loss: 0.4148 2145/2150 [============================>.] - ETA: 0s - loss: 481.9500 - logits_profile_predictions_loss: 478.0917 - logcount_predictions_loss: 0.4148 2146/2150 [============================>.] - ETA: 0s - loss: 481.9498 - logits_profile_predictions_loss: 478.0915 - logcount_predictions_loss: 0.4148 2147/2150 [============================>.] - ETA: 0s - loss: 481.9496 - logits_profile_predictions_loss: 478.0913 - logcount_predictions_loss: 0.4148 2148/2150 [============================>.] - ETA: 0s - loss: 481.9494 - logits_profile_predictions_loss: 478.0911 - logcount_predictions_loss: 0.4148 2149/2150 [============================>.] - ETA: 0s - loss: 481.9492 - logits_profile_predictions_loss: 478.0909 - logcount_predictions_loss: 0.4148 2150/2150 [==============================] - ETA: 0s - loss: 481.9490 - logits_profile_predictions_loss: 478.0907 - logcount_predictions_loss: 0.4148 2150/2150 [==============================] - 341s 159ms/step - loss: 481.9488 - logits_profile_predictions_loss: 478.0906 - logcount_predictions_loss: 0.4148 - val_loss: 479.8188 - val_logits_profile_predictions_loss: 475.5266 - val_logcount_predictions_loss: 0.4615 Epoch 00010: val_loss did not improve from 475.13763 Epoch 11/50 1/2150 [..............................] - ETA: 6:33 - loss: 487.1701 - logits_profile_predictions_loss: 482.4646 - logcount_predictions_loss: 0.5060 2/2150 [..............................] - ETA: 5:26 - loss: 467.3279 - logits_profile_predictions_loss: 463.1738 - logcount_predictions_loss: 0.4467 3/2150 [..............................] - ETA: 5:26 - loss: 456.1034 - logits_profile_predictions_loss: 451.9805 - logcount_predictions_loss: 0.4433 4/2150 [..............................] - ETA: 5:25 - loss: 455.6820 - logits_profile_predictions_loss: 451.5543 - logcount_predictions_loss: 0.4438 5/2150 [..............................] - ETA: 5:25 - loss: 457.4119 - logits_profile_predictions_loss: 453.3248 - logcount_predictions_loss: 0.4395 6/2150 [..............................] - ETA: 5:25 - loss: 460.1738 - logits_profile_predictions_loss: 456.1256 - logcount_predictions_loss: 0.4353 7/2150 [..............................] - ETA: 5:25 - loss: 462.7207 - logits_profile_predictions_loss: 458.6923 - logcount_predictions_loss: 0.4332 8/2150 [..............................] - ETA: 5:25 - loss: 463.6546 - logits_profile_predictions_loss: 459.6356 - logcount_predictions_loss: 0.4322 9/2150 [..............................] - ETA: 5:25 - loss: 464.1469 - logits_profile_predictions_loss: 460.1477 - logcount_predictions_loss: 0.4300 10/2150 [..............................] - ETA: 5:25 - loss: 465.6698 - logits_profile_predictions_loss: 461.6798 - logcount_predictions_loss: 0.4290 11/2150 [..............................] - ETA: 5:24 - loss: 466.4072 - logits_profile_predictions_loss: 462.4285 - logcount_predictions_loss: 0.4278 12/2150 [..............................] - ETA: 5:24 - loss: 466.3390 - logits_profile_predictions_loss: 462.3755 - logcount_predictions_loss: 0.4262 13/2150 [..............................] - ETA: 5:24 - loss: 466.8739 - logits_profile_predictions_loss: 462.9214 - logcount_predictions_loss: 0.4250 14/2150 [..............................] - ETA: 5:24 - loss: 467.4914 - logits_profile_predictions_loss: 463.5460 - logcount_predictions_loss: 0.4242 15/2150 [..............................] - ETA: 5:24 - loss: 468.0354 - logits_profile_predictions_loss: 464.1033 - logcount_predictions_loss: 0.4228 16/2150 [..............................] - ETA: 5:24 - loss: 468.6398 - logits_profile_predictions_loss: 464.7160 - logcount_predictions_loss: 0.4219 17/2150 [..............................] - ETA: 5:23 - loss: 468.9940 - logits_profile_predictions_loss: 465.0782 - logcount_predictions_loss: 0.4211 18/2150 [..............................] - ETA: 5:23 - loss: 469.1538 - logits_profile_predictions_loss: 465.2463 - logcount_predictions_loss: 0.4202 19/2150 [..............................] - ETA: 5:23 - loss: 469.4416 - logits_profile_predictions_loss: 465.5453 - logcount_predictions_loss: 0.4190 20/2150 [..............................] - ETA: 5:23 - loss: 469.7036 - logits_profile_predictions_loss: 465.8181 - logcount_predictions_loss: 0.4178 21/2150 [..............................] - ETA: 5:23 - loss: 469.8172 - logits_profile_predictions_loss: 465.9453 - logcount_predictions_loss: 0.4163 22/2150 [..............................] - ETA: 5:23 - loss: 470.0198 - logits_profile_predictions_loss: 466.1601 - logcount_predictions_loss: 0.4150 23/2150 [..............................] - ETA: 5:22 - loss: 470.1035 - logits_profile_predictions_loss: 466.2555 - logcount_predictions_loss: 0.4138 24/2150 [..............................] - ETA: 5:22 - loss: 470.2647 - logits_profile_predictions_loss: 466.4273 - logcount_predictions_loss: 0.4126 25/2150 [..............................] - ETA: 5:22 - loss: 470.4043 - logits_profile_predictions_loss: 466.5755 - logcount_predictions_loss: 0.4117 26/2150 [..............................] - ETA: 5:22 - loss: 470.6359 - logits_profile_predictions_loss: 466.8138 - logcount_predictions_loss: 0.4110 27/2150 [..............................] - ETA: 5:22 - loss: 470.7687 - logits_profile_predictions_loss: 466.9545 - logcount_predictions_loss: 0.4101 28/2150 [..............................] - ETA: 5:22 - loss: 470.9426 - logits_profile_predictions_loss: 467.1357 - logcount_predictions_loss: 0.4093 29/2150 [..............................] - ETA: 5:21 - loss: 471.1711 - logits_profile_predictions_loss: 467.3701 - logcount_predictions_loss: 0.4087 30/2150 [..............................] - ETA: 5:21 - loss: 471.4650 - logits_profile_predictions_loss: 467.6673 - logcount_predictions_loss: 0.4084 31/2150 [..............................] - ETA: 5:21 - loss: 471.6987 - logits_profile_predictions_loss: 467.9042 - logcount_predictions_loss: 0.4080 32/2150 [..............................] - ETA: 5:21 - loss: 471.9406 - logits_profile_predictions_loss: 468.1492 - logcount_predictions_loss: 0.4077 33/2150 [..............................] - ETA: 5:21 - loss: 472.1961 - logits_profile_predictions_loss: 468.4081 - logcount_predictions_loss: 0.4073 34/2150 [..............................] - ETA: 5:21 - loss: 472.4453 - logits_profile_predictions_loss: 468.6597 - logcount_predictions_loss: 0.4071 35/2150 [..............................] - ETA: 5:21 - loss: 472.7190 - logits_profile_predictions_loss: 468.9338 - logcount_predictions_loss: 0.4070 36/2150 [..............................] - ETA: 5:20 - loss: 472.9038 - logits_profile_predictions_loss: 469.1191 - logcount_predictions_loss: 0.4070 37/2150 [..............................] - ETA: 5:20 - loss: 473.0593 - logits_profile_predictions_loss: 469.2745 - logcount_predictions_loss: 0.4070 38/2150 [..............................] - ETA: 5:20 - loss: 473.1468 - logits_profile_predictions_loss: 469.3602 - logcount_predictions_loss: 0.4072 39/2150 [..............................] - ETA: 5:20 - loss: 473.2316 - logits_profile_predictions_loss: 469.4438 - logcount_predictions_loss: 0.4073 40/2150 [..............................] - ETA: 5:20 - loss: 473.2828 - logits_profile_predictions_loss: 469.4941 - logcount_predictions_loss: 0.4074 41/2150 [..............................] - ETA: 5:20 - loss: 473.3358 - logits_profile_predictions_loss: 469.5450 - logcount_predictions_loss: 0.4076 42/2150 [..............................] - ETA: 5:19 - loss: 473.4056 - logits_profile_predictions_loss: 469.6112 - logcount_predictions_loss: 0.4080 43/2150 [..............................] - ETA: 5:19 - loss: 473.4925 - logits_profile_predictions_loss: 469.6942 - logcount_predictions_loss: 0.4084 44/2150 [..............................] - ETA: 5:19 - loss: 473.6221 - logits_profile_predictions_loss: 469.8197 - logcount_predictions_loss: 0.4089 45/2150 [..............................] - ETA: 5:19 - loss: 473.7049 - logits_profile_predictions_loss: 469.8989 - logcount_predictions_loss: 0.4092 46/2150 [..............................] - ETA: 5:19 - loss: 473.7917 - logits_profile_predictions_loss: 469.9819 - logcount_predictions_loss: 0.4097 47/2150 [..............................] - ETA: 5:19 - loss: 473.8609 - logits_profile_predictions_loss: 470.0473 - logcount_predictions_loss: 0.4101 48/2150 [..............................] - ETA: 5:19 - loss: 473.9297 - logits_profile_predictions_loss: 470.1122 - logcount_predictions_loss: 0.4105 49/2150 [..............................] - ETA: 5:18 - loss: 474.0227 - logits_profile_predictions_loss: 470.2018 - logcount_predictions_loss: 0.4108 50/2150 [..............................] - ETA: 5:18 - loss: 474.1242 - logits_profile_predictions_loss: 470.2993 - logcount_predictions_loss: 0.4113 51/2150 [..............................] - ETA: 5:18 - loss: 474.2369 - logits_profile_predictions_loss: 470.4085 - logcount_predictions_loss: 0.4117 52/2150 [..............................] - ETA: 5:18 - loss: 474.3520 - logits_profile_predictions_loss: 470.5203 - logcount_predictions_loss: 0.4120 53/2150 [..............................] - ETA: 5:18 - loss: 474.4743 - logits_profile_predictions_loss: 470.6395 - logcount_predictions_loss: 0.4123 54/2150 [..............................] - ETA: 5:18 - loss: 474.5691 - logits_profile_predictions_loss: 470.7316 - logcount_predictions_loss: 0.4126 55/2150 [..............................] - ETA: 5:18 - loss: 474.6503 - logits_profile_predictions_loss: 470.8105 - logcount_predictions_loss: 0.4129 56/2150 [..............................] - ETA: 5:17 - loss: 474.7445 - logits_profile_predictions_loss: 470.9022 - logcount_predictions_loss: 0.4131 57/2150 [..............................] - ETA: 5:17 - loss: 474.8229 - logits_profile_predictions_loss: 470.9782 - logcount_predictions_loss: 0.4134 58/2150 [..............................] - ETA: 5:17 - loss: 474.8938 - logits_profile_predictions_loss: 471.0469 - logcount_predictions_loss: 0.4136 59/2150 [..............................] - ETA: 5:17 - loss: 474.9437 - logits_profile_predictions_loss: 471.0947 - logcount_predictions_loss: 0.4139 60/2150 [..............................] - ETA: 5:17 - loss: 475.0006 - logits_profile_predictions_loss: 471.1495 - logcount_predictions_loss: 0.4141 61/2150 [..............................] - ETA: 5:17 - loss: 475.0482 - logits_profile_predictions_loss: 471.1952 - logcount_predictions_loss: 0.4143 62/2150 [..............................] - ETA: 5:16 - loss: 475.1003 - logits_profile_predictions_loss: 471.2456 - logcount_predictions_loss: 0.4145 63/2150 [..............................] - ETA: 5:16 - loss: 475.1318 - logits_profile_predictions_loss: 471.2756 - logcount_predictions_loss: 0.4146 64/2150 [..............................] - ETA: 5:16 - loss: 475.1597 - logits_profile_predictions_loss: 471.3019 - logcount_predictions_loss: 0.4148 65/2150 [..............................] - ETA: 5:16 - loss: 475.1797 - logits_profile_predictions_loss: 471.3204 - logcount_predictions_loss: 0.4150 66/2150 [..............................] - ETA: 5:16 - loss: 475.1924 - logits_profile_predictions_loss: 471.3315 - logcount_predictions_loss: 0.4151 67/2150 [..............................] - ETA: 5:16 - loss: 475.1975 - logits_profile_predictions_loss: 471.3352 - logcount_predictions_loss: 0.4153 68/2150 [..............................] - ETA: 5:15 - loss: 475.1887 - logits_profile_predictions_loss: 471.3252 - logcount_predictions_loss: 0.4154 69/2150 [..............................] - ETA: 5:15 - loss: 475.1731 - logits_profile_predictions_loss: 471.3087 - logcount_predictions_loss: 0.4155 70/2150 [..............................] - ETA: 5:15 - loss: 475.1464 - logits_profile_predictions_loss: 471.2813 - logcount_predictions_loss: 0.4156 71/2150 [..............................] - ETA: 5:15 - loss: 475.1186 - logits_profile_predictions_loss: 471.2528 - logcount_predictions_loss: 0.4157 72/2150 [>.............................] - ETA: 5:15 - loss: 475.0927 - logits_profile_predictions_loss: 471.2262 - logcount_predictions_loss: 0.4158 73/2150 [>.............................] - ETA: 5:15 - loss: 475.0788 - logits_profile_predictions_loss: 471.2114 - logcount_predictions_loss: 0.4159 74/2150 [>.............................] - ETA: 5:15 - loss: 475.0885 - logits_profile_predictions_loss: 471.2199 - logcount_predictions_loss: 0.4160 75/2150 [>.............................] - ETA: 5:14 - loss: 475.1077 - logits_profile_predictions_loss: 471.2380 - logcount_predictions_loss: 0.4161 76/2150 [>.............................] - ETA: 5:14 - loss: 475.1261 - logits_profile_predictions_loss: 471.2557 - logcount_predictions_loss: 0.4162 77/2150 [>.............................] - ETA: 5:14 - loss: 475.1423 - logits_profile_predictions_loss: 471.2711 - logcount_predictions_loss: 0.4163 78/2150 [>.............................] - ETA: 5:14 - loss: 475.1838 - logits_profile_predictions_loss: 471.3117 - logcount_predictions_loss: 0.4164 79/2150 [>.............................] - ETA: 5:14 - loss: 475.2272 - logits_profile_predictions_loss: 471.3540 - logcount_predictions_loss: 0.4165 80/2150 [>.............................] - ETA: 5:14 - loss: 475.2605 - logits_profile_predictions_loss: 471.3863 - logcount_predictions_loss: 0.4166 81/2150 [>.............................] - ETA: 5:14 - loss: 475.2895 - logits_profile_predictions_loss: 471.4143 - logcount_predictions_loss: 0.4167 82/2150 [>.............................] - ETA: 5:14 - loss: 475.3106 - logits_profile_predictions_loss: 471.4344 - logcount_predictions_loss: 0.4168 83/2150 [>.............................] - ETA: 5:14 - loss: 475.3323 - logits_profile_predictions_loss: 471.4553 - logcount_predictions_loss: 0.4169 84/2150 [>.............................] - ETA: 5:14 - loss: 475.3644 - logits_profile_predictions_loss: 471.4866 - logcount_predictions_loss: 0.4170 85/2150 [>.............................] - ETA: 5:14 - 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[============================>.] - ETA: 0s - loss: 480.3385 - logits_profile_predictions_loss: 476.5269 - logcount_predictions_loss: 0.4098 2149/2150 [============================>.] - ETA: 0s - loss: 480.3382 - logits_profile_predictions_loss: 476.5265 - logcount_predictions_loss: 0.4098 2150/2150 [==============================] - ETA: 0s - loss: 480.3378 - logits_profile_predictions_loss: 476.5262 - logcount_predictions_loss: 0.4098 2150/2150 [==============================] - 342s 159ms/step - loss: 480.3374 - logits_profile_predictions_loss: 476.5258 - logcount_predictions_loss: 0.4098 - val_loss: 479.8286 - val_logits_profile_predictions_loss: 475.9098 - val_logcount_predictions_loss: 0.4214 Epoch 00011: val_loss did not improve from 475.13763 Epoch 12/50 1/2150 [..............................] - ETA: 6:37 - loss: 512.0533 - logits_profile_predictions_loss: 508.1427 - logcount_predictions_loss: 0.4205 2/2150 [..............................] - ETA: 5:43 - loss: 502.3565 - 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[..............................] - ETA: 5:27 - loss: 479.9012 - logits_profile_predictions_loss: 476.0061 - logcount_predictions_loss: 0.4188 10/2150 [..............................] - ETA: 5:26 - loss: 478.9250 - logits_profile_predictions_loss: 475.0376 - logcount_predictions_loss: 0.4180 11/2150 [..............................] - ETA: 5:26 - loss: 478.2722 - logits_profile_predictions_loss: 474.4044 - logcount_predictions_loss: 0.4159 12/2150 [..............................] - ETA: 5:26 - loss: 477.5457 - logits_profile_predictions_loss: 473.7010 - logcount_predictions_loss: 0.4134 13/2150 [..............................] - ETA: 5:25 - loss: 476.7007 - logits_profile_predictions_loss: 472.8792 - logcount_predictions_loss: 0.4109 14/2150 [..............................] - ETA: 5:25 - loss: 476.5093 - logits_profile_predictions_loss: 472.7006 - logcount_predictions_loss: 0.4095 15/2150 [..............................] - ETA: 5:25 - loss: 476.1544 - logits_profile_predictions_loss: 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471.8523 - logcount_predictions_loss: 0.3917 2125/2150 [============================>.] - ETA: 3s - loss: 475.4966 - logits_profile_predictions_loss: 471.8532 - logcount_predictions_loss: 0.3917 2126/2150 [============================>.] - ETA: 3s - loss: 475.4976 - logits_profile_predictions_loss: 471.8542 - logcount_predictions_loss: 0.3917 2127/2150 [============================>.] - ETA: 3s - loss: 475.4985 - logits_profile_predictions_loss: 471.8552 - logcount_predictions_loss: 0.3917 2128/2150 [============================>.] - ETA: 3s - loss: 475.4995 - logits_profile_predictions_loss: 471.8561 - logcount_predictions_loss: 0.3917 2129/2150 [============================>.] - ETA: 3s - loss: 475.5005 - logits_profile_predictions_loss: 471.8571 - logcount_predictions_loss: 0.3917 2130/2150 [============================>.] - ETA: 3s - loss: 475.5015 - logits_profile_predictions_loss: 471.8581 - logcount_predictions_loss: 0.3917 2131/2150 [============================>.] - ETA: 2s - loss: 475.5024 - logits_profile_predictions_loss: 471.8591 - logcount_predictions_loss: 0.3917 2132/2150 [============================>.] - ETA: 2s - loss: 475.5034 - logits_profile_predictions_loss: 471.8600 - logcount_predictions_loss: 0.3917 2133/2150 [============================>.] - ETA: 2s - loss: 475.5044 - logits_profile_predictions_loss: 471.8610 - logcount_predictions_loss: 0.3917 2134/2150 [============================>.] - ETA: 2s - loss: 475.5053 - logits_profile_predictions_loss: 471.8620 - logcount_predictions_loss: 0.3917 2135/2150 [============================>.] - ETA: 2s - loss: 475.5063 - logits_profile_predictions_loss: 471.8629 - logcount_predictions_loss: 0.3917 2136/2150 [============================>.] - ETA: 2s - loss: 475.5073 - logits_profile_predictions_loss: 471.8639 - logcount_predictions_loss: 0.3917 2137/2150 [============================>.] - ETA: 1s - loss: 475.5083 - logits_profile_predictions_loss: 471.8649 - logcount_predictions_loss: 0.3917 2138/2150 [============================>.] - ETA: 1s - loss: 475.5093 - logits_profile_predictions_loss: 471.8659 - logcount_predictions_loss: 0.3917 2139/2150 [============================>.] - ETA: 1s - loss: 475.5102 - logits_profile_predictions_loss: 471.8668 - logcount_predictions_loss: 0.3917 2140/2150 [============================>.] - ETA: 1s - loss: 475.5112 - logits_profile_predictions_loss: 471.8678 - logcount_predictions_loss: 0.3917 2141/2150 [============================>.] - ETA: 1s - loss: 475.5122 - logits_profile_predictions_loss: 471.8688 - logcount_predictions_loss: 0.3917 2142/2150 [============================>.] - ETA: 1s - loss: 475.5131 - logits_profile_predictions_loss: 471.8698 - logcount_predictions_loss: 0.3917 2143/2150 [============================>.] - ETA: 1s - loss: 475.5141 - logits_profile_predictions_loss: 471.8707 - logcount_predictions_loss: 0.3917 2144/2150 [============================>.] - ETA: 0s - loss: 475.5151 - logits_profile_predictions_loss: 471.8717 - logcount_predictions_loss: 0.3917 2145/2150 [============================>.] - ETA: 0s - loss: 475.5160 - logits_profile_predictions_loss: 471.8727 - logcount_predictions_loss: 0.3917 2146/2150 [============================>.] - ETA: 0s - loss: 475.5170 - logits_profile_predictions_loss: 471.8736 - logcount_predictions_loss: 0.3917 2147/2150 [============================>.] - ETA: 0s - loss: 475.5180 - logits_profile_predictions_loss: 471.8746 - logcount_predictions_loss: 0.3917 2148/2150 [============================>.] - ETA: 0s - loss: 475.5190 - logits_profile_predictions_loss: 471.8756 - logcount_predictions_loss: 0.3917 2149/2150 [============================>.] - ETA: 0s - loss: 475.5199 - logits_profile_predictions_loss: 471.8765 - logcount_predictions_loss: 0.3917 2150/2150 [==============================] - ETA: 0s - loss: 475.5209 - logits_profile_predictions_loss: 471.8775 - logcount_predictions_loss: 0.3917 2150/2150 [==============================] - 342s 159ms/step - loss: 475.5219 - logits_profile_predictions_loss: 471.8785 - logcount_predictions_loss: 0.3917 - val_loss: 482.7686 - val_logits_profile_predictions_loss: 478.2215 - val_logcount_predictions_loss: 0.4889 Epoch 00012: val_loss did not improve from 475.13763 Epoch 13/50 1/2150 [..............................] - ETA: 6:35 - loss: 466.8096 - logits_profile_predictions_loss: 463.7975 - logcount_predictions_loss: 0.3239 2/2150 [..............................] - ETA: 5:37 - loss: 502.1159 - logits_profile_predictions_loss: 498.6055 - logcount_predictions_loss: 0.3775 3/2150 [..............................] - ETA: 5:31 - loss: 512.1554 - logits_profile_predictions_loss: 508.3813 - logcount_predictions_loss: 0.4058 4/2150 [..............................] - ETA: 5:29 - loss: 515.6189 - logits_profile_predictions_loss: 511.7893 - logcount_predictions_loss: 0.4118 5/2150 [..............................] - ETA: 5:28 - loss: 514.8443 - logits_profile_predictions_loss: 510.9866 - logcount_predictions_loss: 0.4148 6/2150 [..............................] - ETA: 5:28 - loss: 515.0759 - logits_profile_predictions_loss: 511.2333 - logcount_predictions_loss: 0.4132 7/2150 [..............................] - ETA: 5:27 - loss: 513.5994 - logits_profile_predictions_loss: 509.7729 - logcount_predictions_loss: 0.4114 8/2150 [..............................] - ETA: 5:27 - loss: 511.1680 - logits_profile_predictions_loss: 507.3766 - logcount_predictions_loss: 0.4077 9/2150 [..............................] - ETA: 5:26 - loss: 508.1331 - logits_profile_predictions_loss: 504.3707 - logcount_predictions_loss: 0.4046 10/2150 [..............................] - ETA: 5:26 - loss: 506.1678 - logits_profile_predictions_loss: 502.4185 - logcount_predictions_loss: 0.4032 11/2150 [..............................] - ETA: 5:26 - loss: 504.4557 - logits_profile_predictions_loss: 500.7139 - logcount_predictions_loss: 0.4023 12/2150 [..............................] - ETA: 5:25 - loss: 502.8307 - logits_profile_predictions_loss: 499.0999 - logcount_predictions_loss: 0.4012 13/2150 [..............................] - ETA: 5:25 - loss: 501.9008 - logits_profile_predictions_loss: 498.1712 - logcount_predictions_loss: 0.4010 14/2150 [..............................] - ETA: 5:25 - loss: 500.9606 - logits_profile_predictions_loss: 497.2367 - logcount_predictions_loss: 0.4004 15/2150 [..............................] - ETA: 5:25 - loss: 500.1320 - logits_profile_predictions_loss: 496.4176 - logcount_predictions_loss: 0.3994 16/2150 [..............................] - ETA: 5:24 - loss: 499.3064 - logits_profile_predictions_loss: 495.6021 - logcount_predictions_loss: 0.3983 17/2150 [..............................] - ETA: 5:24 - loss: 498.4558 - logits_profile_predictions_loss: 494.7607 - logcount_predictions_loss: 0.3973 18/2150 [..............................] - ETA: 5:24 - loss: 497.6238 - logits_profile_predictions_loss: 493.9379 - logcount_predictions_loss: 0.3963 19/2150 [..............................] - ETA: 5:24 - loss: 496.7925 - logits_profile_predictions_loss: 493.1188 - logcount_predictions_loss: 0.3950 20/2150 [..............................] - ETA: 5:24 - loss: 495.8566 - logits_profile_predictions_loss: 492.1959 - logcount_predictions_loss: 0.3936 21/2150 [..............................] - ETA: 5:23 - loss: 495.0277 - logits_profile_predictions_loss: 491.3795 - logcount_predictions_loss: 0.3923 22/2150 [..............................] - ETA: 5:23 - loss: 494.2081 - logits_profile_predictions_loss: 490.5718 - logcount_predictions_loss: 0.3910 23/2150 [..............................] - ETA: 5:23 - loss: 493.4880 - logits_profile_predictions_loss: 489.8640 - logcount_predictions_loss: 0.3897 24/2150 [..............................] - ETA: 5:23 - loss: 492.8368 - logits_profile_predictions_loss: 489.2240 - logcount_predictions_loss: 0.3885 25/2150 [..............................] - ETA: 5:23 - loss: 492.1975 - logits_profile_predictions_loss: 488.5945 - logcount_predictions_loss: 0.3874 26/2150 [..............................] - ETA: 5:22 - loss: 491.5194 - logits_profile_predictions_loss: 487.9263 - logcount_predictions_loss: 0.3864 27/2150 [..............................] - ETA: 5:22 - loss: 490.8041 - logits_profile_predictions_loss: 487.2170 - logcount_predictions_loss: 0.3857 28/2150 [..............................] - ETA: 5:22 - loss: 490.0872 - logits_profile_predictions_loss: 486.5072 - logcount_predictions_loss: 0.3850 29/2150 [..............................] - ETA: 5:22 - loss: 489.3455 - logits_profile_predictions_loss: 485.7729 - logcount_predictions_loss: 0.3842 30/2150 [..............................] - ETA: 5:22 - loss: 488.6529 - logits_profile_predictions_loss: 485.0875 - logcount_predictions_loss: 0.3834 31/2150 [..............................] - ETA: 5:22 - loss: 488.0487 - logits_profile_predictions_loss: 484.4886 - logcount_predictions_loss: 0.3828 32/2150 [..............................] - ETA: 5:21 - loss: 487.5217 - logits_profile_predictions_loss: 483.9661 - logcount_predictions_loss: 0.3823 33/2150 [..............................] - ETA: 5:21 - loss: 487.1477 - logits_profile_predictions_loss: 483.5969 - logcount_predictions_loss: 0.3818 34/2150 [..............................] - ETA: 5:21 - loss: 486.7819 - logits_profile_predictions_loss: 483.2342 - logcount_predictions_loss: 0.3815 35/2150 [..............................] - ETA: 5:21 - loss: 486.4655 - logits_profile_predictions_loss: 482.9206 - logcount_predictions_loss: 0.3812 36/2150 [..............................] - ETA: 5:21 - loss: 486.2041 - logits_profile_predictions_loss: 482.6618 - logcount_predictions_loss: 0.3809 37/2150 [..............................] - ETA: 5:21 - loss: 485.9838 - logits_profile_predictions_loss: 482.4446 - logcount_predictions_loss: 0.3806 38/2150 [..............................] - ETA: 5:21 - loss: 485.7456 - logits_profile_predictions_loss: 482.2095 - logcount_predictions_loss: 0.3802 39/2150 [..............................] - ETA: 5:20 - loss: 485.5907 - logits_profile_predictions_loss: 482.0575 - logcount_predictions_loss: 0.3799 40/2150 [..............................] - ETA: 5:20 - loss: 485.4299 - logits_profile_predictions_loss: 481.8990 - logcount_predictions_loss: 0.3797 41/2150 [..............................] - ETA: 5:20 - loss: 485.3744 - logits_profile_predictions_loss: 481.8442 - logcount_predictions_loss: 0.3796 42/2150 [..............................] - ETA: 5:20 - loss: 485.2814 - logits_profile_predictions_loss: 481.7525 - logcount_predictions_loss: 0.3795 43/2150 [..............................] - ETA: 5:20 - loss: 485.1753 - logits_profile_predictions_loss: 481.6476 - logcount_predictions_loss: 0.3793 44/2150 [..............................] - ETA: 5:20 - loss: 485.0780 - logits_profile_predictions_loss: 481.5513 - logcount_predictions_loss: 0.3792 45/2150 [..............................] - ETA: 5:19 - loss: 484.9748 - logits_profile_predictions_loss: 481.4497 - logcount_predictions_loss: 0.3790 46/2150 [..............................] - ETA: 5:19 - loss: 484.8751 - logits_profile_predictions_loss: 481.3516 - logcount_predictions_loss: 0.3789 47/2150 [..............................] - ETA: 5:19 - loss: 484.7552 - logits_profile_predictions_loss: 481.2332 - logcount_predictions_loss: 0.3787 48/2150 [..............................] - ETA: 5:19 - loss: 484.6300 - logits_profile_predictions_loss: 481.1095 - logcount_predictions_loss: 0.3786 49/2150 [..............................] - ETA: 5:19 - loss: 484.5002 - logits_profile_predictions_loss: 480.9811 - logcount_predictions_loss: 0.3784 50/2150 [..............................] - ETA: 5:19 - loss: 484.3796 - logits_profile_predictions_loss: 480.8614 - logcount_predictions_loss: 0.3783 51/2150 [..............................] - ETA: 5:18 - loss: 484.2322 - logits_profile_predictions_loss: 480.7149 - logcount_predictions_loss: 0.3782 52/2150 [..............................] - ETA: 5:18 - loss: 484.1284 - logits_profile_predictions_loss: 480.6120 - logcount_predictions_loss: 0.3781 53/2150 [..............................] - ETA: 5:18 - loss: 484.0776 - logits_profile_predictions_loss: 480.5619 - logcount_predictions_loss: 0.3780 54/2150 [..............................] - ETA: 5:18 - loss: 484.0157 - logits_profile_predictions_loss: 480.5004 - logcount_predictions_loss: 0.3780 55/2150 [..............................] - ETA: 5:18 - loss: 483.9509 - logits_profile_predictions_loss: 480.4356 - logcount_predictions_loss: 0.3780 56/2150 [..............................] - ETA: 5:18 - loss: 483.8856 - logits_profile_predictions_loss: 480.3707 - logcount_predictions_loss: 0.3780 57/2150 [..............................] - ETA: 5:18 - loss: 483.8214 - logits_profile_predictions_loss: 480.3069 - logcount_predictions_loss: 0.3779 58/2150 [..............................] - ETA: 5:17 - loss: 483.7890 - logits_profile_predictions_loss: 480.2748 - logcount_predictions_loss: 0.3779 59/2150 [..............................] - ETA: 5:17 - loss: 483.7540 - logits_profile_predictions_loss: 480.2397 - logcount_predictions_loss: 0.3779 60/2150 [..............................] - ETA: 5:17 - loss: 483.7148 - logits_profile_predictions_loss: 480.2005 - logcount_predictions_loss: 0.3779 61/2150 [..............................] - ETA: 5:17 - loss: 483.6748 - logits_profile_predictions_loss: 480.1605 - logcount_predictions_loss: 0.3779 62/2150 [..............................] - ETA: 5:17 - loss: 483.6313 - logits_profile_predictions_loss: 480.1173 - logcount_predictions_loss: 0.3779 63/2150 [..............................] - ETA: 5:17 - loss: 483.5807 - logits_profile_predictions_loss: 480.0672 - logcount_predictions_loss: 0.3778 64/2150 [..............................] - ETA: 5:16 - loss: 483.5237 - logits_profile_predictions_loss: 480.0103 - logcount_predictions_loss: 0.3778 65/2150 [..............................] - ETA: 5:16 - loss: 483.4604 - logits_profile_predictions_loss: 479.9475 - logcount_predictions_loss: 0.3777 66/2150 [..............................] - ETA: 5:16 - loss: 483.3857 - logits_profile_predictions_loss: 479.8734 - logcount_predictions_loss: 0.3777 67/2150 [..............................] - ETA: 5:16 - loss: 483.3140 - logits_profile_predictions_loss: 479.8026 - logcount_predictions_loss: 0.3776 68/2150 [..............................] - ETA: 5:16 - loss: 483.2273 - logits_profile_predictions_loss: 479.7169 - logcount_predictions_loss: 0.3775 69/2150 [..............................] - ETA: 5:16 - loss: 483.1427 - logits_profile_predictions_loss: 479.6335 - logcount_predictions_loss: 0.3773 70/2150 [..............................] - ETA: 5:16 - loss: 483.0661 - logits_profile_predictions_loss: 479.5580 - logcount_predictions_loss: 0.3772 71/2150 [..............................] - ETA: 5:15 - loss: 482.9799 - logits_profile_predictions_loss: 479.4730 - logcount_predictions_loss: 0.3771 72/2150 [>.............................] - ETA: 5:15 - loss: 482.8899 - logits_profile_predictions_loss: 479.3842 - logcount_predictions_loss: 0.3770 73/2150 [>.............................] - ETA: 5:15 - loss: 482.7920 - logits_profile_predictions_loss: 479.2879 - logcount_predictions_loss: 0.3768 74/2150 [>.............................] - ETA: 5:15 - loss: 482.6800 - logits_profile_predictions_loss: 479.1776 - logcount_predictions_loss: 0.3766 75/2150 [>.............................] - ETA: 5:15 - loss: 482.5569 - logits_profile_predictions_loss: 479.0564 - logcount_predictions_loss: 0.3764 76/2150 [>.............................] - ETA: 5:15 - loss: 482.4223 - logits_profile_predictions_loss: 478.9237 - logcount_predictions_loss: 0.3762 77/2150 [>.............................] - ETA: 5:14 - loss: 482.2989 - logits_profile_predictions_loss: 478.8021 - logcount_predictions_loss: 0.3760 78/2150 [>.............................] - ETA: 5:14 - loss: 482.1800 - logits_profile_predictions_loss: 478.6851 - logcount_predictions_loss: 0.3758 79/2150 [>.............................] - ETA: 5:14 - loss: 482.0608 - logits_profile_predictions_loss: 478.5678 - logcount_predictions_loss: 0.3756 80/2150 [>.............................] - ETA: 5:14 - loss: 481.9496 - logits_profile_predictions_loss: 478.4585 - logcount_predictions_loss: 0.3754 81/2150 [>.............................] - ETA: 5:14 - loss: 481.8659 - logits_profile_predictions_loss: 478.3764 - logcount_predictions_loss: 0.3752 82/2150 [>.............................] - ETA: 5:14 - loss: 481.7874 - logits_profile_predictions_loss: 478.2996 - logcount_predictions_loss: 0.3750 83/2150 [>.............................] - ETA: 5:13 - loss: 481.7016 - logits_profile_predictions_loss: 478.2156 - logcount_predictions_loss: 0.3748 84/2150 [>.............................] - ETA: 5:13 - loss: 481.6117 - logits_profile_predictions_loss: 478.1276 - logcount_predictions_loss: 0.3746 85/2150 [>.............................] - ETA: 5:13 - loss: 481.5271 - logits_profile_predictions_loss: 478.0449 - logcount_predictions_loss: 0.3744 86/2150 [>.............................] - ETA: 5:13 - loss: 481.4338 - logits_profile_predictions_loss: 477.9536 - logcount_predictions_loss: 0.3742 87/2150 [>.............................] - ETA: 5:13 - loss: 481.3395 - logits_profile_predictions_loss: 477.8613 - logcount_predictions_loss: 0.3740 88/2150 [>.............................] - ETA: 5:13 - loss: 481.2507 - logits_profile_predictions_loss: 477.7745 - logcount_predictions_loss: 0.3738 89/2150 [>.............................] - ETA: 5:13 - loss: 481.1628 - logits_profile_predictions_loss: 477.6887 - logcount_predictions_loss: 0.3736 90/2150 [>.............................] - ETA: 5:12 - loss: 481.0843 - logits_profile_predictions_loss: 477.6122 - logcount_predictions_loss: 0.3733 91/2150 [>.............................] - ETA: 5:12 - loss: 481.0078 - logits_profile_predictions_loss: 477.5377 - logcount_predictions_loss: 0.3731 92/2150 [>.............................] - ETA: 5:12 - loss: 480.9317 - logits_profile_predictions_loss: 477.4635 - logcount_predictions_loss: 0.3729 93/2150 [>.............................] - ETA: 5:12 - loss: 480.8570 - logits_profile_predictions_loss: 477.3904 - logcount_predictions_loss: 0.3728 94/2150 [>.............................] - ETA: 5:12 - loss: 480.7768 - logits_profile_predictions_loss: 477.3118 - logcount_predictions_loss: 0.3726 95/2150 [>.............................] - ETA: 5:12 - loss: 480.6995 - logits_profile_predictions_loss: 477.2359 - logcount_predictions_loss: 0.3724 96/2150 [>.............................] - ETA: 5:11 - loss: 480.6235 - logits_profile_predictions_loss: 477.1613 - logcount_predictions_loss: 0.3723 97/2150 [>.............................] - ETA: 5:11 - loss: 480.5439 - logits_profile_predictions_loss: 477.0833 - logcount_predictions_loss: 0.3721 98/2150 [>.............................] - ETA: 5:11 - loss: 480.4625 - logits_profile_predictions_loss: 477.0032 - logcount_predictions_loss: 0.3720 99/2150 [>.............................] - ETA: 5:11 - loss: 480.3804 - logits_profile_predictions_loss: 476.9226 - logcount_predictions_loss: 0.3718 100/2150 [>.............................] - ETA: 5:11 - loss: 480.3040 - logits_profile_predictions_loss: 476.8474 - logcount_predictions_loss: 0.3717 101/2150 [>.............................] - ETA: 5:11 - loss: 480.2294 - logits_profile_predictions_loss: 476.7741 - logcount_predictions_loss: 0.3715 102/2150 [>.............................] - ETA: 5:10 - loss: 480.1588 - logits_profile_predictions_loss: 476.7049 - logcount_predictions_loss: 0.3714 103/2150 [>.............................] - ETA: 5:10 - loss: 480.0931 - logits_profile_predictions_loss: 476.6404 - logcount_predictions_loss: 0.3713 104/2150 [>.............................] - ETA: 5:10 - loss: 480.0298 - logits_profile_predictions_loss: 476.5783 - logcount_predictions_loss: 0.3711 105/2150 [>.............................] - ETA: 5:10 - loss: 479.9691 - logits_profile_predictions_loss: 476.5191 - logcount_predictions_loss: 0.3710 106/2150 [>.............................] - ETA: 5:10 - loss: 479.9117 - logits_profile_predictions_loss: 476.4630 - logcount_predictions_loss: 0.3708 107/2150 [>.............................] - ETA: 5:10 - loss: 479.8539 - logits_profile_predictions_loss: 476.4066 - logcount_predictions_loss: 0.3707 108/2150 [>.............................] - ETA: 5:10 - loss: 479.7988 - logits_profile_predictions_loss: 476.3527 - logcount_predictions_loss: 0.3705 109/2150 [>.............................] - ETA: 5:09 - loss: 479.7456 - logits_profile_predictions_loss: 476.3008 - logcount_predictions_loss: 0.3704 110/2150 [>.............................] - ETA: 5:09 - loss: 479.6882 - logits_profile_predictions_loss: 476.2447 - logcount_predictions_loss: 0.3703 111/2150 [>.............................] - ETA: 5:09 - loss: 479.6282 - logits_profile_predictions_loss: 476.1860 - logcount_predictions_loss: 0.3701 112/2150 [>.............................] - ETA: 5:09 - loss: 479.5655 - logits_profile_predictions_loss: 476.1246 - logcount_predictions_loss: 0.3700 113/2150 [>.............................] - ETA: 5:09 - loss: 479.5094 - logits_profile_predictions_loss: 476.0697 - logcount_predictions_loss: 0.3699 114/2150 [>.............................] - ETA: 5:09 - loss: 479.4508 - logits_profile_predictions_loss: 476.0124 - logcount_predictions_loss: 0.3697 115/2150 [>.............................] - ETA: 5:08 - loss: 479.3884 - logits_profile_predictions_loss: 475.9512 - logcount_predictions_loss: 0.3696 116/2150 [>.............................] - ETA: 5:08 - loss: 479.3290 - logits_profile_predictions_loss: 475.8931 - logcount_predictions_loss: 0.3695 117/2150 [>.............................] - ETA: 5:08 - loss: 479.2725 - 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logits_profile_predictions_loss: 471.7132 - logcount_predictions_loss: 0.3608 287/2150 [===>..........................] - ETA: 4:42 - loss: 475.0599 - logits_profile_predictions_loss: 471.7051 - logcount_predictions_loss: 0.3607 288/2150 [===>..........................] - ETA: 4:42 - loss: 475.0513 - logits_profile_predictions_loss: 471.6967 - logcount_predictions_loss: 0.3607 289/2150 [===>..........................] - ETA: 4:42 - loss: 475.0427 - logits_profile_predictions_loss: 471.6883 - logcount_predictions_loss: 0.3607 290/2150 [===>..........................] - ETA: 4:42 - loss: 475.0335 - logits_profile_predictions_loss: 471.6794 - logcount_predictions_loss: 0.3607 291/2150 [===>..........................] - ETA: 4:42 - loss: 475.0245 - logits_profile_predictions_loss: 471.6705 - logcount_predictions_loss: 0.3606 292/2150 [===>..........................] - ETA: 4:42 - loss: 475.0152 - logits_profile_predictions_loss: 471.6615 - logcount_predictions_loss: 0.3606 293/2150 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logits_profile_predictions_loss: 471.2634 - logcount_predictions_loss: 0.3598 339/2150 [===>..........................] - ETA: 4:35 - loss: 474.6015 - logits_profile_predictions_loss: 471.2557 - logcount_predictions_loss: 0.3598 340/2150 [===>..........................] - ETA: 4:34 - loss: 474.5928 - logits_profile_predictions_loss: 471.2472 - logcount_predictions_loss: 0.3597 341/2150 [===>..........................] - ETA: 4:34 - loss: 474.5845 - logits_profile_predictions_loss: 471.2392 - logcount_predictions_loss: 0.3597 342/2150 [===>..........................] - ETA: 4:34 - loss: 474.5758 - logits_profile_predictions_loss: 471.2306 - logcount_predictions_loss: 0.3597 343/2150 [===>..........................] - ETA: 4:34 - loss: 474.5670 - logits_profile_predictions_loss: 471.2219 - logcount_predictions_loss: 0.3597 344/2150 [===>..........................] - ETA: 4:34 - loss: 474.5583 - logits_profile_predictions_loss: 471.2134 - logcount_predictions_loss: 0.3597 345/2150 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logits_profile_predictions_loss: 471.1480 - logcount_predictions_loss: 0.3596 352/2150 [===>..........................] - ETA: 4:33 - loss: 474.4810 - logits_profile_predictions_loss: 471.1374 - logcount_predictions_loss: 0.3595 353/2150 [===>..........................] - ETA: 4:32 - loss: 474.4695 - logits_profile_predictions_loss: 471.1260 - logcount_predictions_loss: 0.3595 354/2150 [===>..........................] - ETA: 4:32 - loss: 474.4579 - logits_profile_predictions_loss: 471.1147 - logcount_predictions_loss: 0.3595 355/2150 [===>..........................] - ETA: 4:32 - loss: 474.4466 - logits_profile_predictions_loss: 471.1035 - logcount_predictions_loss: 0.3595 356/2150 [===>..........................] - ETA: 4:32 - loss: 474.4356 - logits_profile_predictions_loss: 471.0926 - logcount_predictions_loss: 0.3595 357/2150 [===>..........................] - ETA: 4:32 - loss: 474.4248 - logits_profile_predictions_loss: 471.0820 - logcount_predictions_loss: 0.3594 358/2150 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logits_profile_predictions_loss: 471.0082 - logcount_predictions_loss: 0.3593 365/2150 [====>.........................] - ETA: 4:31 - loss: 474.3390 - logits_profile_predictions_loss: 470.9973 - logcount_predictions_loss: 0.3593 366/2150 [====>.........................] - ETA: 4:31 - loss: 474.3282 - logits_profile_predictions_loss: 470.9867 - logcount_predictions_loss: 0.3593 367/2150 [====>.........................] - ETA: 4:30 - loss: 474.3173 - logits_profile_predictions_loss: 470.9759 - logcount_predictions_loss: 0.3593 368/2150 [====>.........................] - ETA: 4:30 - loss: 474.3067 - logits_profile_predictions_loss: 470.9654 - logcount_predictions_loss: 0.3593 369/2150 [====>.........................] - ETA: 4:30 - loss: 474.2966 - logits_profile_predictions_loss: 470.9554 - logcount_predictions_loss: 0.3593 370/2150 [====>.........................] - ETA: 4:30 - loss: 474.2860 - logits_profile_predictions_loss: 470.9449 - logcount_predictions_loss: 0.3593 371/2150 [====>.........................] - ETA: 4:30 - loss: 474.2754 - logits_profile_predictions_loss: 470.9345 - logcount_predictions_loss: 0.3592 372/2150 [====>.........................] - ETA: 4:30 - loss: 474.2648 - logits_profile_predictions_loss: 470.9240 - logcount_predictions_loss: 0.3592 373/2150 [====>.........................] - ETA: 4:29 - loss: 474.2540 - logits_profile_predictions_loss: 470.9133 - logcount_predictions_loss: 0.3592 374/2150 [====>.........................] - ETA: 4:29 - loss: 474.2435 - logits_profile_predictions_loss: 470.9029 - logcount_predictions_loss: 0.3592 375/2150 [====>.........................] - ETA: 4:29 - loss: 474.2329 - logits_profile_predictions_loss: 470.8923 - logcount_predictions_loss: 0.3592 376/2150 [====>.........................] - ETA: 4:29 - loss: 474.2222 - logits_profile_predictions_loss: 470.8818 - logcount_predictions_loss: 0.3592 377/2150 [====>.........................] - ETA: 4:29 - loss: 474.2118 - logits_profile_predictions_loss: 470.8714 - logcount_predictions_loss: 0.3592 378/2150 [====>.........................] - ETA: 4:29 - loss: 474.2015 - logits_profile_predictions_loss: 470.8613 - logcount_predictions_loss: 0.3592 379/2150 [====>.........................] - ETA: 4:29 - loss: 474.1914 - logits_profile_predictions_loss: 470.8513 - logcount_predictions_loss: 0.3592 380/2150 [====>.........................] - ETA: 4:28 - loss: 474.1812 - logits_profile_predictions_loss: 470.8412 - logcount_predictions_loss: 0.3591 381/2150 [====>.........................] - ETA: 4:28 - loss: 474.1708 - logits_profile_predictions_loss: 470.8309 - logcount_predictions_loss: 0.3591 382/2150 [====>.........................] - ETA: 4:28 - loss: 474.1599 - logits_profile_predictions_loss: 470.8201 - logcount_predictions_loss: 0.3591 383/2150 [====>.........................] - ETA: 4:28 - loss: 474.1490 - logits_profile_predictions_loss: 470.8093 - logcount_predictions_loss: 0.3591 384/2150 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[============================>.] - ETA: 9s - loss: 472.5920 - logits_profile_predictions_loss: 469.3125 - logcount_predictions_loss: 0.3527 2089/2150 [============================>.] - ETA: 9s - loss: 472.5910 - logits_profile_predictions_loss: 469.3116 - logcount_predictions_loss: 0.3527 2090/2150 [============================>.] - ETA: 9s - loss: 472.5901 - logits_profile_predictions_loss: 469.3106 - logcount_predictions_loss: 0.3526 2091/2150 [============================>.] - ETA: 8s - loss: 472.5891 - logits_profile_predictions_loss: 469.3097 - logcount_predictions_loss: 0.3526 2092/2150 [============================>.] - ETA: 8s - loss: 472.5882 - logits_profile_predictions_loss: 469.3088 - logcount_predictions_loss: 0.3526 2093/2150 [============================>.] - ETA: 8s - loss: 472.5872 - logits_profile_predictions_loss: 469.3078 - logcount_predictions_loss: 0.3526 2094/2150 [============================>.] - ETA: 8s - loss: 472.5862 - logits_profile_predictions_loss: 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[============================>.] - ETA: 4s - loss: 472.5584 - logits_profile_predictions_loss: 469.2798 - logcount_predictions_loss: 0.3526 2122/2150 [============================>.] - ETA: 4s - loss: 472.5573 - logits_profile_predictions_loss: 469.2787 - logcount_predictions_loss: 0.3526 2123/2150 [============================>.] - ETA: 4s - loss: 472.5563 - logits_profile_predictions_loss: 469.2777 - logcount_predictions_loss: 0.3526 2124/2150 [============================>.] - ETA: 3s - loss: 472.5552 - logits_profile_predictions_loss: 469.2766 - logcount_predictions_loss: 0.3526 2125/2150 [============================>.] - ETA: 3s - loss: 472.5541 - logits_profile_predictions_loss: 469.2755 - logcount_predictions_loss: 0.3526 2126/2150 [============================>.] - ETA: 3s - loss: 472.5530 - logits_profile_predictions_loss: 469.2745 - logcount_predictions_loss: 0.3525 2127/2150 [============================>.] - ETA: 3s - loss: 472.5519 - logits_profile_predictions_loss: 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logits_profile_predictions_loss: 469.2517 - logcount_predictions_loss: 0.3525 2148/2150 [============================>.] - ETA: 0s - loss: 472.5286 - logits_profile_predictions_loss: 469.2506 - logcount_predictions_loss: 0.3525 2149/2150 [============================>.] - ETA: 0s - loss: 472.5275 - logits_profile_predictions_loss: 469.2496 - logcount_predictions_loss: 0.3525 2150/2150 [==============================] - ETA: 0s - loss: 472.5265 - logits_profile_predictions_loss: 469.2486 - logcount_predictions_loss: 0.3525 2150/2150 [==============================] - 341s 159ms/step - loss: 472.5254 - logits_profile_predictions_loss: 469.2476 - logcount_predictions_loss: 0.3525 - val_loss: 478.9984 - val_logits_profile_predictions_loss: 475.2091 - val_logcount_predictions_loss: 0.4075 Epoch 00013: val_loss did not improve from 475.13763 Epoch 14/50 1/2150 [..............................] - ETA: 6:22 - loss: 465.7288 - logits_profile_predictions_loss: 463.6605 - logcount_predictions_loss: 0.2224 2/2150 [..............................] - ETA: 5:44 - loss: 481.1084 - logits_profile_predictions_loss: 478.7280 - logcount_predictions_loss: 0.2560 3/2150 [..............................] - ETA: 5:35 - loss: 486.8075 - logits_profile_predictions_loss: 484.3902 - logcount_predictions_loss: 0.2599 4/2150 [..............................] - ETA: 5:31 - loss: 493.9552 - logits_profile_predictions_loss: 491.4772 - logcount_predictions_loss: 0.2665 5/2150 [..............................] - ETA: 5:29 - loss: 495.5538 - logits_profile_predictions_loss: 493.0024 - logcount_predictions_loss: 0.2743 6/2150 [..............................] - ETA: 5:28 - loss: 496.2774 - logits_profile_predictions_loss: 493.6967 - logcount_predictions_loss: 0.2775 7/2150 [..............................] - ETA: 5:27 - loss: 496.1549 - logits_profile_predictions_loss: 493.5641 - logcount_predictions_loss: 0.2786 8/2150 [..............................] - ETA: 5:27 - loss: 496.0621 - logits_profile_predictions_loss: 493.4495 - logcount_predictions_loss: 0.2809 9/2150 [..............................] - ETA: 5:26 - loss: 495.0261 - logits_profile_predictions_loss: 492.3944 - logcount_predictions_loss: 0.2830 10/2150 [..............................] - ETA: 5:25 - loss: 493.9959 - logits_profile_predictions_loss: 491.3469 - logcount_predictions_loss: 0.2848 11/2150 [..............................] - ETA: 5:25 - loss: 491.9002 - logits_profile_predictions_loss: 489.2520 - logcount_predictions_loss: 0.2848 12/2150 [..............................] - ETA: 5:25 - loss: 489.4577 - logits_profile_predictions_loss: 486.8157 - logcount_predictions_loss: 0.2841 13/2150 [..............................] - ETA: 5:25 - loss: 488.0215 - logits_profile_predictions_loss: 485.3716 - logcount_predictions_loss: 0.2849 14/2150 [..............................] - ETA: 5:25 - loss: 486.8833 - logits_profile_predictions_loss: 484.2257 - logcount_predictions_loss: 0.2858 15/2150 [..............................] - ETA: 5:25 - loss: 485.6452 - logits_profile_predictions_loss: 482.9826 - logcount_predictions_loss: 0.2863 16/2150 [..............................] - ETA: 5:24 - loss: 484.8799 - logits_profile_predictions_loss: 482.2121 - logcount_predictions_loss: 0.2869 17/2150 [..............................] - ETA: 5:24 - loss: 483.9180 - logits_profile_predictions_loss: 481.2447 - logcount_predictions_loss: 0.2874 18/2150 [..............................] - ETA: 5:24 - loss: 483.1351 - logits_profile_predictions_loss: 480.4535 - logcount_predictions_loss: 0.2884 19/2150 [..............................] - ETA: 5:24 - loss: 482.3939 - logits_profile_predictions_loss: 479.7069 - logcount_predictions_loss: 0.2889 20/2150 [..............................] - ETA: 5:23 - loss: 481.9134 - logits_profile_predictions_loss: 479.2191 - logcount_predictions_loss: 0.2897 21/2150 [..............................] - ETA: 5:23 - loss: 481.5642 - logits_profile_predictions_loss: 478.8595 - logcount_predictions_loss: 0.2908 22/2150 [..............................] - ETA: 5:23 - loss: 481.1103 - logits_profile_predictions_loss: 478.3963 - logcount_predictions_loss: 0.2918 23/2150 [..............................] - ETA: 5:23 - loss: 480.6838 - logits_profile_predictions_loss: 477.9624 - logcount_predictions_loss: 0.2926 24/2150 [..............................] - ETA: 5:23 - loss: 480.2689 - logits_profile_predictions_loss: 477.5406 - logcount_predictions_loss: 0.2934 25/2150 [..............................] - ETA: 5:22 - loss: 479.9366 - logits_profile_predictions_loss: 477.2033 - logcount_predictions_loss: 0.2939 26/2150 [..............................] - ETA: 5:22 - loss: 479.6662 - logits_profile_predictions_loss: 476.9276 - logcount_predictions_loss: 0.2945 27/2150 [..............................] - ETA: 5:22 - loss: 479.3668 - logits_profile_predictions_loss: 476.6227 - logcount_predictions_loss: 0.2951 28/2150 [..............................] - ETA: 5:22 - loss: 478.9993 - logits_profile_predictions_loss: 476.2505 - logcount_predictions_loss: 0.2956 29/2150 [..............................] - ETA: 5:22 - loss: 478.5312 - logits_profile_predictions_loss: 475.7772 - logcount_predictions_loss: 0.2961 30/2150 [..............................] - ETA: 5:21 - loss: 478.0506 - logits_profile_predictions_loss: 475.2923 - logcount_predictions_loss: 0.2966 31/2150 [..............................] - ETA: 5:21 - loss: 477.6058 - logits_profile_predictions_loss: 474.8439 - logcount_predictions_loss: 0.2970 32/2150 [..............................] - ETA: 5:21 - loss: 477.1189 - logits_profile_predictions_loss: 474.3536 - logcount_predictions_loss: 0.2973 33/2150 [..............................] - ETA: 5:21 - loss: 476.6264 - logits_profile_predictions_loss: 473.8590 - logcount_predictions_loss: 0.2976 34/2150 [..............................] - ETA: 5:21 - loss: 476.1591 - logits_profile_predictions_loss: 473.3892 - logcount_predictions_loss: 0.2978 35/2150 [..............................] - ETA: 5:21 - loss: 475.6607 - logits_profile_predictions_loss: 472.8883 - logcount_predictions_loss: 0.2981 36/2150 [..............................] - ETA: 5:20 - loss: 475.1847 - logits_profile_predictions_loss: 472.4097 - logcount_predictions_loss: 0.2984 37/2150 [..............................] - ETA: 5:20 - loss: 474.7304 - logits_profile_predictions_loss: 471.9520 - logcount_predictions_loss: 0.2987 38/2150 [..............................] - ETA: 5:20 - loss: 474.3017 - logits_profile_predictions_loss: 471.5203 - logcount_predictions_loss: 0.2991 39/2150 [..............................] - ETA: 5:20 - loss: 473.9021 - logits_profile_predictions_loss: 471.1176 - logcount_predictions_loss: 0.2994 40/2150 [..............................] - ETA: 5:20 - loss: 473.5400 - logits_profile_predictions_loss: 470.7525 - logcount_predictions_loss: 0.2997 41/2150 [..............................] - ETA: 5:20 - loss: 473.1941 - 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[..............................] - ETA: 5:18 - loss: 471.2316 - logits_profile_predictions_loss: 468.4174 - logcount_predictions_loss: 0.3026 49/2150 [..............................] - ETA: 5:18 - loss: 471.0174 - logits_profile_predictions_loss: 468.2003 - logcount_predictions_loss: 0.3029 50/2150 [..............................] - ETA: 5:18 - loss: 470.8054 - logits_profile_predictions_loss: 467.9858 - logcount_predictions_loss: 0.3032 51/2150 [..............................] - ETA: 5:18 - loss: 470.6209 - logits_profile_predictions_loss: 467.7992 - logcount_predictions_loss: 0.3034 52/2150 [..............................] - ETA: 5:18 - loss: 470.4485 - logits_profile_predictions_loss: 467.6248 - logcount_predictions_loss: 0.3036 53/2150 [..............................] - ETA: 5:18 - loss: 470.3198 - logits_profile_predictions_loss: 467.4944 - logcount_predictions_loss: 0.3038 54/2150 [..............................] - ETA: 5:17 - loss: 470.1994 - logits_profile_predictions_loss: 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logits_profile_predictions_loss: 460.4806 - logcount_predictions_loss: 0.3204 212/2150 [=>............................] - ETA: 4:54 - loss: 463.4490 - logits_profile_predictions_loss: 460.4686 - logcount_predictions_loss: 0.3205 213/2150 [=>............................] - ETA: 4:54 - loss: 463.4363 - logits_profile_predictions_loss: 460.4555 - logcount_predictions_loss: 0.3205 214/2150 [=>............................] - ETA: 4:53 - loss: 463.4234 - logits_profile_predictions_loss: 460.4423 - logcount_predictions_loss: 0.3205 215/2150 [==>...........................] - ETA: 4:53 - loss: 463.4100 - logits_profile_predictions_loss: 460.4286 - logcount_predictions_loss: 0.3206 216/2150 [==>...........................] - ETA: 4:53 - loss: 463.3983 - logits_profile_predictions_loss: 460.4166 - logcount_predictions_loss: 0.3206 217/2150 [==>...........................] - ETA: 4:53 - loss: 463.3863 - logits_profile_predictions_loss: 460.4043 - logcount_predictions_loss: 0.3206 218/2150 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[==>...........................] - ETA: 4:49 - loss: 463.2344 - logits_profile_predictions_loss: 460.2439 - logcount_predictions_loss: 0.3216 245/2150 [==>...........................] - ETA: 4:49 - loss: 463.2366 - logits_profile_predictions_loss: 460.2457 - logcount_predictions_loss: 0.3216 246/2150 [==>...........................] - ETA: 4:49 - loss: 463.2384 - logits_profile_predictions_loss: 460.2473 - logcount_predictions_loss: 0.3216 247/2150 [==>...........................] - ETA: 4:48 - loss: 463.2400 - logits_profile_predictions_loss: 460.2486 - logcount_predictions_loss: 0.3217 248/2150 [==>...........................] - ETA: 4:48 - loss: 463.2425 - logits_profile_predictions_loss: 460.2507 - logcount_predictions_loss: 0.3217 249/2150 [==>...........................] - ETA: 4:48 - loss: 463.2441 - logits_profile_predictions_loss: 460.2521 - logcount_predictions_loss: 0.3217 250/2150 [==>...........................] - ETA: 4:48 - loss: 463.2463 - 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[==>...........................] - ETA: 4:45 - loss: 463.3103 - logits_profile_predictions_loss: 460.3132 - logcount_predictions_loss: 0.3223 271/2150 [==>...........................] - ETA: 4:45 - loss: 463.3140 - logits_profile_predictions_loss: 460.3168 - logcount_predictions_loss: 0.3223 272/2150 [==>...........................] - ETA: 4:45 - loss: 463.3185 - logits_profile_predictions_loss: 460.3210 - logcount_predictions_loss: 0.3223 273/2150 [==>...........................] - ETA: 4:44 - loss: 463.3231 - logits_profile_predictions_loss: 460.3254 - logcount_predictions_loss: 0.3223 274/2150 [==>...........................] - ETA: 4:44 - loss: 463.3276 - logits_profile_predictions_loss: 460.3298 - logcount_predictions_loss: 0.3223 275/2150 [==>...........................] - ETA: 4:44 - loss: 463.3325 - logits_profile_predictions_loss: 460.3345 - logcount_predictions_loss: 0.3224 276/2150 [==>...........................] - ETA: 4:44 - loss: 463.3375 - 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[===>..........................] - ETA: 4:39 - loss: 463.5094 - logits_profile_predictions_loss: 460.5067 - logcount_predictions_loss: 0.3229 310/2150 [===>..........................] - ETA: 4:39 - loss: 463.5141 - logits_profile_predictions_loss: 460.5112 - logcount_predictions_loss: 0.3229 311/2150 [===>..........................] - ETA: 4:39 - loss: 463.5198 - logits_profile_predictions_loss: 460.5168 - logcount_predictions_loss: 0.3229 312/2150 [===>..........................] - ETA: 4:39 - loss: 463.5248 - logits_profile_predictions_loss: 460.5217 - logcount_predictions_loss: 0.3229 313/2150 [===>..........................] - ETA: 4:38 - loss: 463.5299 - logits_profile_predictions_loss: 460.5268 - logcount_predictions_loss: 0.3229 314/2150 [===>..........................] - ETA: 4:38 - loss: 463.5368 - logits_profile_predictions_loss: 460.5335 - logcount_predictions_loss: 0.3229 315/2150 [===>..........................] - ETA: 4:38 - loss: 463.5440 - logits_profile_predictions_loss: 460.5406 - logcount_predictions_loss: 0.3229 316/2150 [===>..........................] - ETA: 4:38 - loss: 463.5508 - logits_profile_predictions_loss: 460.5474 - logcount_predictions_loss: 0.3230 317/2150 [===>..........................] - ETA: 4:38 - loss: 463.5579 - logits_profile_predictions_loss: 460.5544 - logcount_predictions_loss: 0.3230 318/2150 [===>..........................] - ETA: 4:38 - loss: 463.5653 - logits_profile_predictions_loss: 460.5616 - logcount_predictions_loss: 0.3230 319/2150 [===>..........................] - ETA: 4:37 - loss: 463.5732 - logits_profile_predictions_loss: 460.5695 - logcount_predictions_loss: 0.3230 320/2150 [===>..........................] - ETA: 4:37 - loss: 463.5813 - logits_profile_predictions_loss: 460.5775 - logcount_predictions_loss: 0.3230 321/2150 [===>..........................] - ETA: 4:37 - loss: 463.5888 - logits_profile_predictions_loss: 460.5849 - logcount_predictions_loss: 0.3230 322/2150 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2144/2150 [============================>.] - ETA: 0s - loss: 465.7079 - logits_profile_predictions_loss: 462.6780 - logcount_predictions_loss: 0.3258 2145/2150 [============================>.] - ETA: 0s - loss: 465.7076 - logits_profile_predictions_loss: 462.6777 - logcount_predictions_loss: 0.3258 2146/2150 [============================>.] - ETA: 0s - loss: 465.7074 - logits_profile_predictions_loss: 462.6775 - logcount_predictions_loss: 0.3258 2147/2150 [============================>.] - ETA: 0s - loss: 465.7072 - logits_profile_predictions_loss: 462.6773 - logcount_predictions_loss: 0.3258 2148/2150 [============================>.] - ETA: 0s - loss: 465.7069 - logits_profile_predictions_loss: 462.6770 - logcount_predictions_loss: 0.3258 2149/2150 [============================>.] - ETA: 0s - loss: 465.7067 - logits_profile_predictions_loss: 462.6768 - logcount_predictions_loss: 0.3258 2150/2150 [==============================] - ETA: 0s - loss: 465.7065 - logits_profile_predictions_loss: 462.6765 - logcount_predictions_loss: 0.3258 2150/2150 [==============================] - 342s 159ms/step - loss: 465.7062 - logits_profile_predictions_loss: 462.6763 - logcount_predictions_loss: 0.3258 - val_loss: 477.5861 - val_logits_profile_predictions_loss: 473.8221 - val_logcount_predictions_loss: 0.4047 Epoch 00014: val_loss did not improve from 475.13763 Restoring model weights from the end of the best epoch. Epoch 00014: early stopping save model save model without bias 2022-10-04_22-51-44: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/predict.py \ --genome=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ --bigwig=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR739VKY//preprocessing/bigWigs/ENCSR739VKY.bigWig \ --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR739VKY//chrombppnet_model_encsr283tme_bias_fold_4//filtered.peaks.bed \ --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR739VKY//chrombppnet_model_encsr283tme_bias_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/ENCSR739VKY//chrombppnet_model_encsr283tme_bias_fold_4//chrombpnet \ --batch_size=256 \ --model_h5=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR739VKY//chrombppnet_model_encsr283tme_bias_fold_4//chrombpnet.h5 got the model loading peaks... got split:test for bed regions:(37969, 10) loading nonpeaks... got split:test for bed regions:(39326, 10) 0/302 100/302 200/302 300/302 2022-10-04_22-55-55: 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//ENCSR739VKY//preprocessing/bigWigs/ENCSR739VKY.bigWig \ --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR739VKY//chrombppnet_model_encsr283tme_bias_fold_4//filtered.peaks.bed \ --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR739VKY//chrombppnet_model_encsr283tme_bias_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/ENCSR739VKY//chrombppnet_model_encsr283tme_bias_fold_4//chrombpnet_wo_bias \ --batch_size=256 \ --model_h5=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR739VKY//chrombppnet_model_encsr283tme_bias_fold_4//chrombpnet_wo_bias.h5 got the model loading peaks... got split:test for bed regions:(37969, 10) loading nonpeaks... got split:test for bed regions:(39326, 10) 0/302 100/302 200/302 300/302 2022-10-04_22-59-30: 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//ENCSR739VKY//preprocessing/bigWigs/ENCSR739VKY.bigWig \ --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR739VKY//chrombppnet_model_encsr283tme_bias_fold_4//filtered.peaks.bed \ --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR739VKY//chrombppnet_model_encsr283tme_bias_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/ENCSR739VKY//chrombppnet_model_encsr283tme_bias_fold_4//bias \ --batch_size=256 \ --model_h5=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR739VKY//chrombppnet_model_encsr283tme_bias_fold_4//bias_model_scaled.h5 got the model loading peaks... got split:test for bed regions:(37969, 10) loading nonpeaks... got split:test for bed regions:(39326, 10) 0/302 100/302 200/302 300/302 2022-10-04_23-02-04: mkdir /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR739VKY//chrombppnet_model_encsr283tme_bias_fold_4//footprints 2022-10-04_23-02-04: 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/ENCSR739VKY//chrombppnet_model_encsr283tme_bias_fold_4//filtered.nonpeaks.bed \ -chr chr1 \ -m /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR739VKY//chrombppnet_model_encsr283tme_bias_fold_4//chrombpnet_wo_bias.h5 \ -bs 512 \ -o /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR739VKY//chrombppnet_model_encsr283tme_bias_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 1/33 [..............................] - ETA: 3:41 3/33 [=>............................] - ETA: 10s  4/33 [==>...........................] - ETA: 12s 5/33 [===>..........................] - ETA: 13s 6/33 [====>.........................] - ETA: 14s 7/33 [=====>........................] - ETA: 14s 8/33 [======>.......................] - ETA: 14s 9/33 [=======>......................] - ETA: 13s 10/33 [========>.....................] - ETA: 13s 11/33 [=========>....................] - ETA: 13s 12/33 [=========>....................] - ETA: 12s 13/33 [==========>...................] - ETA: 12s 14/33 [===========>..................] - ETA: 11s 15/33 [============>.................] - ETA: 11s 16/33 [=============>................] - ETA: 10s 17/33 [==============>...............] - ETA: 9s  18/33 [===============>..............] - ETA: 9s 19/33 [================>.............] - ETA: 8s 20/33 [=================>............] - ETA: 8s 21/33 [==================>...........] - ETA: 7s 22/33 [===================>..........] - ETA: 6s 23/33 [===================>..........] - ETA: 6s 24/33 [====================>.........] - ETA: 5s 25/33 [=====================>........] - ETA: 5s 26/33 [======================>.......] - ETA: 4s 27/33 [=======================>......] - ETA: 3s 28/33 [========================>.....] - ETA: 3s 29/33 [=========================>....] - ETA: 2s 30/33 [==========================>...] - ETA: 1s 31/33 [===========================>..] - ETA: 1s 32/33 [============================>.] - ETA: 0s 33/33 [==============================] - ETA: 0s 33/33 [==============================] - 31s 748ms/step 1/33 [..............................] - ETA: 0s 2/33 [>.............................] - ETA: 20s 3/33 [=>............................] - ETA: 19s 4/33 [==>...........................] - ETA: 19s 5/33 [===>..........................] - ETA: 18s 6/33 [====>.........................] - ETA: 17s 7/33 [=====>........................] - ETA: 17s 8/33 [======>.......................] - ETA: 16s 9/33 [=======>......................] - ETA: 15s 10/33 [========>.....................] - ETA: 15s 11/33 [=========>....................] - ETA: 14s 12/33 [=========>....................] - ETA: 13s 13/33 [==========>...................] - ETA: 13s 14/33 [===========>..................] - ETA: 12s 15/33 [============>.................] - ETA: 11s 16/33 [=============>................] - ETA: 11s 17/33 [==============>...............] - ETA: 10s 18/33 [===============>..............] - ETA: 9s  19/33 [================>.............] - ETA: 9s 20/33 [=================>............] - ETA: 8s 21/33 [==================>...........] - ETA: 7s 22/33 [===================>..........] - ETA: 7s 23/33 [===================>..........] - ETA: 6s 24/33 [====================>.........] - ETA: 5s 25/33 [=====================>........] - ETA: 5s 26/33 [======================>.......] - ETA: 4s 27/33 [=======================>......] - ETA: 3s 28/33 [========================>.....] - ETA: 3s 29/33 [=========================>....] - ETA: 2s 30/33 [==========================>...] - ETA: 1s 31/33 [===========================>..] - ETA: 1s 32/33 [============================>.] - ETA: 0s 33/33 [==============================] - ETA: 0s 33/33 [==============================] - 21s 667ms/step inserting motif: dnase_2 TGTACTTACGAA 1/33 [..............................] - ETA: 0s 2/33 [>.............................] - ETA: 20s 3/33 [=>............................] - ETA: 19s 4/33 [==>...........................] - ETA: 19s 5/33 [===>..........................] - ETA: 18s 6/33 [====>.........................] - ETA: 17s 7/33 [=====>........................] - ETA: 17s 8/33 [======>.......................] - ETA: 16s 9/33 [=======>......................] - ETA: 15s 10/33 [========>.....................] - ETA: 15s 11/33 [=========>....................] - ETA: 14s 12/33 [=========>....................] - ETA: 13s 13/33 [==========>...................] - ETA: 13s 14/33 [===========>..................] - ETA: 12s 15/33 [============>.................] - ETA: 11s 16/33 [=============>................] - ETA: 11s 17/33 [==============>...............] - ETA: 10s 18/33 [===============>..............] - ETA: 9s  19/33 [================>.............] - ETA: 9s 20/33 [=================>............] - ETA: 8s 21/33 [==================>...........] - ETA: 7s 22/33 [===================>..........] - ETA: 7s 23/33 [===================>..........] - ETA: 6s 24/33 [====================>.........] - ETA: 5s 25/33 [=====================>........] - ETA: 5s 26/33 [======================>.......] - ETA: 4s 27/33 [=======================>......] - ETA: 3s 28/33 [========================>.....] - ETA: 3s 29/33 [=========================>....] - ETA: 2s 30/33 [==========================>...] - ETA: 1s 31/33 [===========================>..] - ETA: 1s 32/33 [============================>.] - ETA: 0s 33/33 [==============================] - ETA: 0s 33/33 [==============================] - 21s 667ms/step 1/33 [..............................] - ETA: 0s 2/33 [>.............................] - ETA: 20s 3/33 [=>............................] - ETA: 19s 4/33 [==>...........................] - ETA: 19s 5/33 [===>..........................] - ETA: 18s 6/33 [====>.........................] - ETA: 17s 7/33 [=====>........................] - ETA: 17s 8/33 [======>.......................] - ETA: 16s 9/33 [=======>......................] - ETA: 15s 10/33 [========>.....................] - ETA: 15s 11/33 [=========>....................] - ETA: 14s 12/33 [=========>....................] - ETA: 13s 13/33 [==========>...................] - ETA: 13s 14/33 [===========>..................] - ETA: 12s 15/33 [============>.................] - ETA: 11s 16/33 [=============>................] - ETA: 11s 17/33 [==============>...............] - ETA: 10s 18/33 [===============>..............] - ETA: 9s  19/33 [================>.............] - ETA: 9s 20/33 [=================>............] - ETA: 8s 21/33 [==================>...........] - ETA: 7s 22/33 [===================>..........] - ETA: 7s 23/33 [===================>..........] - ETA: 6s 24/33 [====================>.........] - ETA: 5s 25/33 [=====================>........] - ETA: 5s 26/33 [======================>.......] - ETA: 4s 27/33 [=======================>......] - ETA: 3s 28/33 [========================>.....] - ETA: 3s 29/33 [=========================>....] - ETA: 2s 30/33 [==========================>...] - ETA: 1s 31/33 [===========================>..] - ETA: 1s 32/33 [============================>.] - ETA: 0s 33/33 [==============================] - ETA: 0s 33/33 [==============================] - 21s 667ms/step Saving marginal footprints 2022-10-04_23-04-02: mkdir /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR739VKY//chrombppnet_model_encsr283tme_bias_fold_4//footprints 2022-10-04_23-04-02: 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/ENCSR739VKY//chrombppnet_model_encsr283tme_bias_fold_4//filtered.nonpeaks.bed \ -chr chr1 \ -m /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR739VKY//chrombppnet_model_encsr283tme_bias_fold_4//bias_model_scaled.h5 \ -bs 512 \ -o /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR739VKY//chrombppnet_model_encsr283tme_bias_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 1/33 [..............................] - ETA: 1:49 3/33 [=>............................] - ETA: 0s  4/33 [==>...........................] - ETA: 1s 5/33 [===>..........................] - ETA: 1s 6/33 [====>.........................] - ETA: 1s 7/33 [=====>........................] - ETA: 1s 8/33 [======>.......................] - ETA: 1s 9/33 [=======>......................] - ETA: 1s 10/33 [========>.....................] - ETA: 1s 11/33 [=========>....................] - ETA: 1s 12/33 [=========>....................] - ETA: 1s 13/33 [==========>...................] - ETA: 1s 14/33 [===========>..................] - ETA: 1s 15/33 [============>.................] - ETA: 0s 16/33 [=============>................] - ETA: 0s 17/33 [==============>...............] - ETA: 0s 18/33 [===============>..............] - ETA: 0s 19/33 [================>.............] - ETA: 0s 20/33 [=================>............] - ETA: 0s 21/33 [==================>...........] - ETA: 0s 22/33 [===================>..........] - ETA: 0s 23/33 [===================>..........] - ETA: 0s 24/33 [====================>.........] - ETA: 0s 25/33 [=====================>........] - ETA: 0s 26/33 [======================>.......] - ETA: 0s 27/33 [=======================>......] - ETA: 0s 28/33 [========================>.....] - ETA: 0s 29/33 [=========================>....] - ETA: 0s 30/33 [==========================>...] - ETA: 0s 31/33 [===========================>..] - ETA: 0s 32/33 [============================>.] - ETA: 0s 33/33 [==============================] - ETA: 0s 33/33 [==============================] - 6s 69ms/step 1/33 [..............................] - ETA: 0s 2/33 [>.............................] - ETA: 1s 3/33 [=>............................] - ETA: 1s 4/33 [==>...........................] - ETA: 1s 5/33 [===>..........................] - ETA: 1s 6/33 [====>.........................] - ETA: 1s 7/33 [=====>........................] - ETA: 1s 8/33 [======>.......................] - ETA: 1s 9/33 [=======>......................] - ETA: 1s 10/33 [========>.....................] - ETA: 1s 11/33 [=========>....................] - ETA: 1s 12/33 [=========>....................] - ETA: 1s 13/33 [==========>...................] - ETA: 1s 14/33 [===========>..................] - ETA: 1s 15/33 [============>.................] - ETA: 1s 16/33 [=============>................] - ETA: 0s 17/33 [==============>...............] - ETA: 0s 18/33 [===============>..............] - ETA: 0s 19/33 [================>.............] - ETA: 0s 20/33 [=================>............] - ETA: 0s 21/33 [==================>...........] - ETA: 0s 22/33 [===================>..........] - ETA: 0s 23/33 [===================>..........] - ETA: 0s 24/33 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