DNase-seq DNASE_SE Fri Mar 18 18:14:47 2022 +-----------------------------------------------------------------------------+ | NVIDIA-SMI 510.47.03 Driver Version: 510.47.03 CUDA Version: 11.6 | |-------------------------------+----------------------+----------------------+ | GPU Name Persistence-M| Bus-Id Disp.A | Volatile Uncorr. ECC | | Fan Temp Perf Pwr:Usage/Cap| Memory-Usage | GPU-Util Compute M. | | | | MIG M. | |===============================+======================+======================| | 0 NVIDIA GeForce ... On | 00000000:C5:00.0 Off | N/A | | 30% 31C P8 23W / 315W | 1MiB / 24576MiB | 0% E. Process | | | | N/A | +-------------------------------+----------------------+----------------------+ +-----------------------------------------------------------------------------+ | Processes: | | GPU GI CI PID Type Process name GPU Memory | | ID ID Usage | |=============================================================================| | No running processes found | +-----------------------------------------------------------------------------+ No logfile supplied - creating one 2022-03-18_18-14-48: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/helpers/hyperparameters/find_chrombpnet_hyperparams.py \ --genome=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ --bigwig=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR780ABS//preprocessing/bigWigs/ENCSR780ABS.bigWig \ --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR780ABS//preprocessing/downloads/peaks.bed.gz \ --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR780ABS//negatives_data/negatives_with_summit.bed \ --outlier_threshold=0.99 \ --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_0.json \ --negative_sampling_ratio=0.1 \ --inputlen=2114 \ --outputlen=1000 \ --max_jitter=500 \ --filters=512 \ --n_dilation_layers=8 \ --bias_model_path=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/ENCSR283TME_bias_0.9.h5 \ --output_dir=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR780ABS//chrombppnet_model_encsr283tme_bias/ evaluating hyperparameters on the following chromosomes ['chr2', 'chr4', 'chr5', 'chr7', 'chr9', 'chr10', 'chr11', 'chr12', 'chr13', 'chr14', 'chr15', 'chr16', 'chr17', 'chr18', 'chr19', 'chr21', 'chr22', 'chrX', 'chrY', 'chr8', 'chr20'] Number of peaks input: 156345 Number of peaks filtered because the input/output is on the edge: 0 Number of peaks being used: 156345 Number of peaks input: 43655 Number of peaks filtered because the input/output is on the edge: 0 Number of peaks being used: 43655 Number of non peaks input: 156344 Number of non peaks filtered because the input/output is on the edge: 0 Number of non peaks being used: 156344 Number of non peaks input: 43655 Number of non peaks filtered because the input/output is on the edge: 0 Number of non peaks being used: 43655 Number of peaks after removing outliers: 154624 Number of nonpeaks after removing outliers: 137884 got the model Model: "functional_1" __________________________________________________________________________________________________ Layer (type) Output Shape Param # Connected to ================================================================================================== sequence (InputLayer) [(None, 2114, 4)] 0 __________________________________________________________________________________________________ bpnet_1st_conv (Conv1D) (None, 2094, 128) 10880 sequence[0][0] __________________________________________________________________________________________________ bpnet_1conv (Conv1D) (None, 2090, 128) 49280 bpnet_1st_conv[0][0] __________________________________________________________________________________________________ bpnet_1crop (Cropping1D) (None, 2090, 128) 0 bpnet_1st_conv[0][0] __________________________________________________________________________________________________ add (Add) (None, 2090, 128) 0 bpnet_1conv[0][0] bpnet_1crop[0][0] __________________________________________________________________________________________________ bpnet_2conv (Conv1D) (None, 2082, 128) 49280 add[0][0] __________________________________________________________________________________________________ bpnet_2crop (Cropping1D) (None, 2082, 128) 0 add[0][0] __________________________________________________________________________________________________ add_1 (Add) (None, 2082, 128) 0 bpnet_2conv[0][0] bpnet_2crop[0][0] __________________________________________________________________________________________________ bpnet_3conv (Conv1D) (None, 2066, 128) 49280 add_1[0][0] __________________________________________________________________________________________________ bpnet_3crop (Cropping1D) (None, 2066, 128) 0 add_1[0][0] __________________________________________________________________________________________________ add_2 (Add) (None, 2066, 128) 0 bpnet_3conv[0][0] bpnet_3crop[0][0] __________________________________________________________________________________________________ bpnet_4conv (Conv1D) (None, 2034, 128) 49280 add_2[0][0] __________________________________________________________________________________________________ bpnet_4crop (Cropping1D) (None, 2034, 128) 0 add_2[0][0] __________________________________________________________________________________________________ add_3 (Add) (None, 2034, 128) 0 bpnet_4conv[0][0] bpnet_4crop[0][0] __________________________________________________________________________________________________ prof_out_precrop (Conv1D) (None, 1960, 1) 9601 add_3[0][0] __________________________________________________________________________________________________ logits_profile_predictions_pref (None, 1000, 1) 0 prof_out_precrop[0][0] __________________________________________________________________________________________________ gap (GlobalAveragePooling1D) (None, 128) 0 add_3[0][0] __________________________________________________________________________________________________ logits_profile_predictions (Fla (None, 1000) 0 logits_profile_predictions_prefla __________________________________________________________________________________________________ logcount_predictions (Dense) (None, 1) 129 gap[0][0] ================================================================================================== Total params: 217,730 Trainable params: 217,730 Non-trainable params: 0 __________________________________________________________________________________________________ Predicting within adjust counts 1/4309 [..............................] - ETA: 34:20:15 10/4309 [..............................] - ETA: 26s  18/4309 [..............................] - ETA: 26s 26/4309 [..............................] - ETA: 26s 35/4309 [..............................] - ETA: 26s 44/4309 [..............................] - ETA: 26s 53/4309 [..............................] - ETA: 26s 62/4309 [..............................] - ETA: 26s 71/4309 [..............................] - ETA: 26s 80/4309 [..............................] - ETA: 26s 89/4309 [..............................] - ETA: 25s 98/4309 [..............................] - ETA: 25s 107/4309 [..............................] - ETA: 25s 116/4309 [..............................] - ETA: 25s 125/4309 [..............................] - ETA: 25s 134/4309 [..............................] - ETA: 25s 143/4309 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ETA: 0s 4278/4309 [============================>.] - ETA: 0s 4287/4309 [============================>.] - ETA: 0s 4296/4309 [============================>.] - ETA: 0s 4305/4309 [============================>.] - ETA: 0s 4309/4309 [==============================] - ETA: 0s 4309/4309 [==============================] - 71s 10ms/step 2022-03-18_18-24-16: 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=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR780ABS//preprocessing/bigWigs/ENCSR780ABS.bigWig \ --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR780ABS//chrombppnet_model_encsr283tme_bias//filtered.peaks.bed \ --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR780ABS//chrombppnet_model_encsr283tme_bias//filtered.nonpeaks.bed \ --params=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR780ABS//chrombppnet_model_encsr283tme_bias//chrombpnet_model_params.tsv \ --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR780ABS//chrombppnet_model_encsr283tme_bias//chrombpnet \ --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_0.json \ --batch_size=64 \ --architecture_from_file=/home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/models/chrombpnet_with_bias_model.py \ --trackables logcount_predictions_loss loss logits_profile_predictions_loss val_logcount_predictions_loss val_loss val_logits_profile_predictions_loss {'counts_loss_weight': '11.0', 'filters': '512', 'n_dil_layers': '8', 'bias_model_path': '/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR780ABS//chrombppnet_model_encsr283tme_bias/bias_model_scaled.h5', 'inputlen': '2114', 'outputlen': '1000', 'max_jitter': '500', 'chr_fold_path': '/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_0.json', 'negative_sampling_ratio': '0.1'} got the model loading peaks... got split:train for bed regions:(140019, 10) loading nonpeaks... got split:train for bed regions:(124346, 10) loading peaks... got split:valid for bed regions:(14605, 10) loading nonpeaks... got split:valid for bed regions:(13538, 10) Epoch 1/50 1/2407 [..............................] - ETA: 90:33:22 - loss: 550.8754 - logits_profile_predictions_loss: 534.8824 - logcount_predictions_loss: 1.4539 2/2407 [..............................] - ETA: 12:40 - loss: 2425.7993 - logits_profile_predictions_loss: 575.7748 - logcount_predictions_loss: 168.1841 3/2407 [..............................] - ETA: 12:32 - loss: 2661.0023 - logits_profile_predictions_loss: 605.6836 - logcount_predictions_loss: 186.8472 4/2407 [..............................] - ETA: 12:29 - loss: 2623.0889 - logits_profile_predictions_loss: 617.8193 - logcount_predictions_loss: 182.2973 5/2407 [..............................] - ETA: 12:27 - loss: 2526.1589 - logits_profile_predictions_loss: 624.1339 - logcount_predictions_loss: 172.9114 6/2407 [..............................] - ETA: 12:25 - loss: 2417.9650 - logits_profile_predictions_loss: 625.5612 - logcount_predictions_loss: 162.9458 7/2407 [..............................] - ETA: 12:24 - loss: 2315.2732 - logits_profile_predictions_loss: 626.1527 - logcount_predictions_loss: 153.5564 8/2407 [..............................] - ETA: 12:24 - loss: 2222.3960 - logits_profile_predictions_loss: 627.0687 - logcount_predictions_loss: 145.0298 9/2407 [..............................] - ETA: 12:23 - loss: 2138.8031 - logits_profile_predictions_loss: 627.7278 - logcount_predictions_loss: 137.3705 10/2407 [..............................] - ETA: 12:22 - loss: 2063.5785 - logits_profile_predictions_loss: 628.0485 - logcount_predictions_loss: 130.5028 11/2407 [..............................] - ETA: 12:21 - loss: 1995.8134 - logits_profile_predictions_loss: 628.1466 - logcount_predictions_loss: 124.3334 12/2407 [..............................] - ETA: 12:21 - loss: 1934.8758 - logits_profile_predictions_loss: 628.3624 - logcount_predictions_loss: 118.7740 13/2407 [..............................] - ETA: 12:20 - loss: 1879.5620 - logits_profile_predictions_loss: 628.4253 - logcount_predictions_loss: 113.7397 14/2407 [..............................] - ETA: 12:19 - loss: 1828.5292 - logits_profile_predictions_loss: 627.7795 - logcount_predictions_loss: 109.1591 15/2407 [..............................] - ETA: 12:19 - loss: 1781.4882 - logits_profile_predictions_loss: 626.7561 - logcount_predictions_loss: 104.9757 16/2407 [..............................] - ETA: 12:18 - loss: 1738.1134 - logits_profile_predictions_loss: 625.5730 - logcount_predictions_loss: 101.1401 17/2407 [..............................] - ETA: 12:18 - loss: 1698.7459 - logits_profile_predictions_loss: 625.0001 - logcount_predictions_loss: 97.6133  18/2407 [..............................] - ETA: 12:17 - loss: 1662.8825 - logits_profile_predictions_loss: 624.9253 - logcount_predictions_loss: 94.3598 19/2407 [..............................] - ETA: 12:17 - loss: 1630.1872 - logits_profile_predictions_loss: 625.3536 - logcount_predictions_loss: 91.3485 20/2407 [..............................] - ETA: 12:17 - loss: 1599.5843 - logits_profile_predictions_loss: 625.5364 - logcount_predictions_loss: 88.5498 21/2407 [..............................] - ETA: 12:16 - loss: 1571.1022 - logits_profile_predictions_loss: 625.7308 - logcount_predictions_loss: 85.9429 22/2407 [..............................] - ETA: 12:16 - loss: 1544.2894 - logits_profile_predictions_loss: 625.7158 - logcount_predictions_loss: 83.5067 23/2407 [..............................] - ETA: 12:15 - loss: 1519.2351 - logits_profile_predictions_loss: 625.7525 - logcount_predictions_loss: 81.2257 24/2407 [..............................] - ETA: 12:15 - loss: 1495.9218 - logits_profile_predictions_loss: 625.9805 - logcount_predictions_loss: 79.0856 25/2407 [..............................] - ETA: 12:14 - loss: 1474.1855 - logits_profile_predictions_loss: 626.3771 - logcount_predictions_loss: 77.0735 26/2407 [..............................] - ETA: 12:14 - loss: 1453.6321 - logits_profile_predictions_loss: 626.6879 - logcount_predictions_loss: 75.1768 27/2407 [..............................] - ETA: 12:13 - loss: 1433.9085 - logits_profile_predictions_loss: 626.6834 - logcount_predictions_loss: 73.3841 28/2407 [..............................] - ETA: 12:13 - loss: 1415.3044 - logits_profile_predictions_loss: 626.7336 - logcount_predictions_loss: 71.6883 29/2407 [..............................] - ETA: 12:12 - loss: 1397.6788 - logits_profile_predictions_loss: 626.7836 - logcount_predictions_loss: 70.0814 30/2407 [..............................] - ETA: 12:12 - loss: 1380.8160 - logits_profile_predictions_loss: 626.7064 - logcount_predictions_loss: 68.5554 31/2407 [..............................] - ETA: 12:11 - loss: 1364.7659 - logits_profile_predictions_loss: 626.6120 - logcount_predictions_loss: 67.1049 32/2407 [..............................] - ETA: 12:11 - loss: 1349.3678 - logits_profile_predictions_loss: 626.4085 - logcount_predictions_loss: 65.7236 33/2407 [..............................] - ETA: 12:10 - loss: 1334.7025 - logits_profile_predictions_loss: 626.2251 - logcount_predictions_loss: 64.4071 34/2407 [..............................] - ETA: 12:10 - loss: 1320.6326 - logits_profile_predictions_loss: 625.9795 - logcount_predictions_loss: 63.1503 35/2407 [..............................] - ETA: 12:10 - loss: 1307.1905 - logits_profile_predictions_loss: 625.7490 - logcount_predictions_loss: 61.9492 36/2407 [..............................] - ETA: 12:09 - loss: 1294.3155 - logits_profile_predictions_loss: 625.5150 - logcount_predictions_loss: 60.8001 37/2407 [..............................] - ETA: 12:09 - loss: 1282.0612 - logits_profile_predictions_loss: 625.3627 - logcount_predictions_loss: 59.6999 38/2407 [..............................] - ETA: 12:08 - loss: 1270.3450 - logits_profile_predictions_loss: 625.2458 - logcount_predictions_loss: 58.6454 39/2407 [..............................] - ETA: 12:08 - loss: 1259.0490 - logits_profile_predictions_loss: 625.0834 - logcount_predictions_loss: 57.6332 40/2407 [..............................] - ETA: 12:08 - loss: 1248.1956 - logits_profile_predictions_loss: 624.9245 - logcount_predictions_loss: 56.6610 41/2407 [..............................] - ETA: 12:07 - loss: 1237.7386 - logits_profile_predictions_loss: 624.7519 - logcount_predictions_loss: 55.7261 42/2407 [..............................] - ETA: 12:07 - loss: 1227.5940 - logits_profile_predictions_loss: 624.5073 - logcount_predictions_loss: 54.8261 43/2407 [..............................] - ETA: 12:06 - loss: 1217.7787 - logits_profile_predictions_loss: 624.2302 - logcount_predictions_loss: 53.9590 44/2407 [..............................] - ETA: 12:06 - loss: 1208.2783 - logits_profile_predictions_loss: 623.9245 - logcount_predictions_loss: 53.1231 45/2407 [..............................] - ETA: 12:06 - loss: 1199.1122 - logits_profile_predictions_loss: 623.6270 - logcount_predictions_loss: 52.3168 46/2407 [..............................] - ETA: 12:05 - loss: 1190.2887 - logits_profile_predictions_loss: 623.3617 - logcount_predictions_loss: 51.5388 47/2407 [..............................] - ETA: 12:05 - loss: 1181.8320 - logits_profile_predictions_loss: 623.1676 - logcount_predictions_loss: 50.7877 48/2407 [..............................] - ETA: 12:05 - loss: 1173.6526 - logits_profile_predictions_loss: 622.9734 - logcount_predictions_loss: 50.0618 49/2407 [..............................] - ETA: 12:04 - loss: 1165.7036 - logits_profile_predictions_loss: 622.7497 - logcount_predictions_loss: 49.3595 50/2407 [..............................] - ETA: 12:04 - loss: 1158.0956 - logits_profile_predictions_loss: 622.6153 - logcount_predictions_loss: 48.6800 51/2407 [..............................] - ETA: 12:03 - loss: 1150.7638 - logits_profile_predictions_loss: 622.5185 - logcount_predictions_loss: 48.0223 52/2407 [..............................] - ETA: 12:03 - loss: 1143.6905 - logits_profile_predictions_loss: 622.4538 - logcount_predictions_loss: 47.3852 53/2407 [..............................] - ETA: 12:03 - loss: 1136.8360 - logits_profile_predictions_loss: 622.3921 - logcount_predictions_loss: 46.7676 54/2407 [..............................] - ETA: 12:02 - loss: 1130.1690 - logits_profile_predictions_loss: 622.3139 - logcount_predictions_loss: 46.1687 55/2407 [..............................] - ETA: 12:02 - loss: 1123.7082 - logits_profile_predictions_loss: 622.2459 - logcount_predictions_loss: 45.5875 56/2407 [..............................] - ETA: 12:02 - loss: 1117.4616 - logits_profile_predictions_loss: 622.2048 - logcount_predictions_loss: 45.0234 57/2407 [..............................] - ETA: 12:01 - loss: 1111.3779 - logits_profile_predictions_loss: 622.1503 - logcount_predictions_loss: 44.4753 58/2407 [..............................] - ETA: 12:01 - loss: 1105.4911 - logits_profile_predictions_loss: 622.1217 - logcount_predictions_loss: 43.9427 59/2407 [..............................] - ETA: 12:01 - loss: 1099.7644 - logits_profile_predictions_loss: 622.0914 - logcount_predictions_loss: 43.4248 60/2407 [..............................] - ETA: 12:00 - loss: 1094.2207 - logits_profile_predictions_loss: 622.0885 - logcount_predictions_loss: 42.9211 61/2407 [..............................] - ETA: 12:00 - loss: 1088.8204 - logits_profile_predictions_loss: 622.0800 - logcount_predictions_loss: 42.4310 62/2407 [..............................] - ETA: 12:00 - loss: 1083.5396 - logits_profile_predictions_loss: 622.0494 - logcount_predictions_loss: 41.9537 63/2407 [..............................] - ETA: 11:59 - loss: 1078.4034 - logits_profile_predictions_loss: 622.0255 - logcount_predictions_loss: 41.4889 64/2407 [..............................] - ETA: 11:59 - loss: 1073.3684 - logits_profile_predictions_loss: 621.9731 - logcount_predictions_loss: 41.0359 65/2407 [..............................] - ETA: 11:59 - loss: 1068.4791 - logits_profile_predictions_loss: 621.9393 - logcount_predictions_loss: 40.5945 66/2407 [..............................] - ETA: 11:59 - loss: 1063.6755 - logits_profile_predictions_loss: 621.8718 - logcount_predictions_loss: 40.1640 67/2407 [..............................] - ETA: 11:58 - loss: 1058.9850 - logits_profile_predictions_loss: 621.8011 - logcount_predictions_loss: 39.7440 68/2407 [..............................] - ETA: 11:58 - loss: 1054.3843 - logits_profile_predictions_loss: 621.7093 - logcount_predictions_loss: 39.3341 69/2407 [..............................] - ETA: 11:58 - loss: 1049.8796 - logits_profile_predictions_loss: 621.6061 - logcount_predictions_loss: 38.9340 70/2407 [..............................] - ETA: 11:57 - loss: 1045.4770 - logits_profile_predictions_loss: 621.5012 - logcount_predictions_loss: 38.5433 71/2407 [..............................] - ETA: 11:57 - loss: 1041.1635 - logits_profile_predictions_loss: 621.3857 - logcount_predictions_loss: 38.1616 72/2407 [..............................] - ETA: 11:57 - loss: 1036.9300 - logits_profile_predictions_loss: 621.2541 - logcount_predictions_loss: 37.7887 73/2407 [..............................] - ETA: 11:56 - loss: 1032.8006 - logits_profile_predictions_loss: 621.1324 - logcount_predictions_loss: 37.4244 74/2407 [..............................] - ETA: 11:56 - loss: 1028.7570 - logits_profile_predictions_loss: 621.0071 - logcount_predictions_loss: 37.0682 75/2407 [..............................] - ETA: 11:56 - loss: 1024.8174 - logits_profile_predictions_loss: 620.8978 - logcount_predictions_loss: 36.7200 76/2407 [..............................] - ETA: 11:55 - loss: 1020.9394 - logits_profile_predictions_loss: 620.7677 - logcount_predictions_loss: 36.3793 77/2407 [..............................] - ETA: 11:55 - loss: 1017.1380 - logits_profile_predictions_loss: 620.6331 - logcount_predictions_loss: 36.0459 78/2407 [..............................] - ETA: 11:55 - loss: 1013.3952 - logits_profile_predictions_loss: 620.4800 - logcount_predictions_loss: 35.7196 79/2407 [..............................] - ETA: 11:54 - loss: 1009.7125 - logits_profile_predictions_loss: 620.3119 - logcount_predictions_loss: 35.4001 80/2407 [..............................] - ETA: 11:54 - loss: 1006.1466 - logits_profile_predictions_loss: 620.1852 - logcount_predictions_loss: 35.0874 81/2407 [>.............................] - ETA: 11:54 - loss: 1002.6488 - logits_profile_predictions_loss: 620.0559 - logcount_predictions_loss: 34.7812 82/2407 [>.............................] - ETA: 11:53 - loss: 999.2095 - logits_profile_predictions_loss: 619.9171 - logcount_predictions_loss: 34.4811  83/2407 [>.............................] - ETA: 11:53 - loss: 995.8396 - logits_profile_predictions_loss: 619.7812 - logcount_predictions_loss: 34.1871 84/2407 [>.............................] - ETA: 11:53 - loss: 992.5149 - logits_profile_predictions_loss: 619.6273 - logcount_predictions_loss: 33.8989 85/2407 [>.............................] - ETA: 11:53 - loss: 989.2392 - logits_profile_predictions_loss: 619.4606 - logcount_predictions_loss: 33.6162 86/2407 [>.............................] - ETA: 11:52 - loss: 986.0059 - logits_profile_predictions_loss: 619.2768 - logcount_predictions_loss: 33.3390 87/2407 [>.............................] - ETA: 11:52 - loss: 982.8289 - logits_profile_predictions_loss: 619.0909 - logcount_predictions_loss: 33.0671 88/2407 [>.............................] - ETA: 11:52 - loss: 979.7114 - logits_profile_predictions_loss: 618.9074 - logcount_predictions_loss: 32.8004 89/2407 [>.............................] - ETA: 11:51 - loss: 976.6427 - 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logits_profile_predictions_loss: 609.6443 - logcount_predictions_loss: 16.4927 233/2407 [=>............................] - ETA: 11:08 - loss: 790.4718 - logits_profile_predictions_loss: 609.5988 - logcount_predictions_loss: 16.4430 234/2407 [=>............................] - ETA: 11:08 - loss: 789.8845 - logits_profile_predictions_loss: 609.5542 - logcount_predictions_loss: 16.3937 235/2407 [=>............................] - ETA: 11:08 - loss: 789.3020 - logits_profile_predictions_loss: 609.5102 - logcount_predictions_loss: 16.3447 236/2407 [=>............................] - ETA: 11:08 - loss: 788.7225 - logits_profile_predictions_loss: 609.4653 - logcount_predictions_loss: 16.2961 237/2407 [=>............................] - ETA: 11:07 - loss: 788.1466 - logits_profile_predictions_loss: 609.4202 - logcount_predictions_loss: 16.2479 238/2407 [=>............................] - ETA: 11:07 - loss: 787.5736 - logits_profile_predictions_loss: 609.3741 - logcount_predictions_loss: 16.2000 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logits_profile_predictions_loss: 603.7486 - logcount_predictions_loss: 11.8301 376/2407 [===>..........................] - ETA: 10:25 - loss: 733.6129 - logits_profile_predictions_loss: 603.7166 - logcount_predictions_loss: 11.8088 377/2407 [===>..........................] - ETA: 10:25 - loss: 733.3480 - logits_profile_predictions_loss: 603.6855 - logcount_predictions_loss: 11.7875 378/2407 [===>..........................] - ETA: 10:25 - loss: 733.0848 - logits_profile_predictions_loss: 603.6548 - logcount_predictions_loss: 11.7664 379/2407 [===>..........................] - ETA: 10:24 - loss: 732.8230 - logits_profile_predictions_loss: 603.6245 - logcount_predictions_loss: 11.7453 380/2407 [===>..........................] - ETA: 10:24 - loss: 732.5638 - logits_profile_predictions_loss: 603.5956 - logcount_predictions_loss: 11.7244 381/2407 [===>..........................] - ETA: 10:24 - loss: 732.3061 - logits_profile_predictions_loss: 603.5672 - logcount_predictions_loss: 11.7035 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logits_profile_predictions_loss: 603.3761 - logcount_predictions_loss: 11.5604 389/2407 [===>..........................] - ETA: 10:21 - loss: 730.2935 - logits_profile_predictions_loss: 603.3498 - logcount_predictions_loss: 11.5403 390/2407 [===>..........................] - ETA: 10:21 - loss: 730.0482 - logits_profile_predictions_loss: 603.3242 - logcount_predictions_loss: 11.5204 391/2407 [===>..........................] - ETA: 10:21 - loss: 729.8038 - logits_profile_predictions_loss: 603.2985 - logcount_predictions_loss: 11.5005 392/2407 [===>..........................] - ETA: 10:20 - loss: 729.5604 - logits_profile_predictions_loss: 603.2727 - logcount_predictions_loss: 11.4807 393/2407 [===>..........................] - ETA: 10:20 - loss: 729.3180 - logits_profile_predictions_loss: 603.2471 - logcount_predictions_loss: 11.4610 394/2407 [===>..........................] - ETA: 10:20 - loss: 729.0765 - logits_profile_predictions_loss: 603.2213 - logcount_predictions_loss: 11.4414 395/2407 [===>..........................] - ETA: 10:19 - loss: 728.8377 - logits_profile_predictions_loss: 603.1972 - logcount_predictions_loss: 11.4219 396/2407 [===>..........................] - ETA: 10:19 - loss: 728.5996 - logits_profile_predictions_loss: 603.1728 - logcount_predictions_loss: 11.4024 397/2407 [===>..........................] - ETA: 10:19 - loss: 728.3620 - logits_profile_predictions_loss: 603.1480 - logcount_predictions_loss: 11.3831 398/2407 [===>..........................] - ETA: 10:18 - loss: 728.1246 - logits_profile_predictions_loss: 603.1226 - logcount_predictions_loss: 11.3638 399/2407 [===>..........................] - ETA: 10:18 - loss: 727.8885 - logits_profile_predictions_loss: 603.0974 - logcount_predictions_loss: 11.3447 400/2407 [===>..........................] - ETA: 10:18 - loss: 727.6558 - logits_profile_predictions_loss: 603.0747 - logcount_predictions_loss: 11.3256 401/2407 [===>..........................] - ETA: 10:18 - loss: 727.4235 - logits_profile_predictions_loss: 603.0513 - logcount_predictions_loss: 11.3066 402/2407 [====>.........................] - ETA: 10:17 - loss: 727.1928 - logits_profile_predictions_loss: 603.0287 - logcount_predictions_loss: 11.2877 403/2407 [====>.........................] - ETA: 10:17 - loss: 726.9632 - logits_profile_predictions_loss: 603.0062 - logcount_predictions_loss: 11.2688 404/2407 [====>.........................] - ETA: 10:17 - loss: 726.7335 - logits_profile_predictions_loss: 602.9828 - logcount_predictions_loss: 11.2501 405/2407 [====>.........................] - ETA: 10:16 - loss: 726.5045 - logits_profile_predictions_loss: 602.9592 - logcount_predictions_loss: 11.2314 406/2407 [====>.........................] - ETA: 10:16 - loss: 726.2762 - logits_profile_predictions_loss: 602.9353 - logcount_predictions_loss: 11.2128 407/2407 [====>.........................] - ETA: 10:16 - loss: 726.0489 - logits_profile_predictions_loss: 602.9116 - logcount_predictions_loss: 11.1943 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logits_profile_predictions_loss: 602.7498 - logcount_predictions_loss: 11.0670 415/2407 [====>.........................] - ETA: 10:13 - loss: 724.2675 - logits_profile_predictions_loss: 602.7274 - logcount_predictions_loss: 11.0491 416/2407 [====>.........................] - ETA: 10:13 - loss: 724.0501 - logits_profile_predictions_loss: 602.7058 - logcount_predictions_loss: 11.0313 417/2407 [====>.........................] - ETA: 10:13 - loss: 723.8334 - logits_profile_predictions_loss: 602.6839 - logcount_predictions_loss: 11.0136 418/2407 [====>.........................] - ETA: 10:12 - loss: 723.6178 - logits_profile_predictions_loss: 602.6624 - logcount_predictions_loss: 10.9959 419/2407 [====>.........................] - ETA: 10:12 - loss: 723.4038 - logits_profile_predictions_loss: 602.6417 - logcount_predictions_loss: 10.9784 420/2407 [====>.........................] - ETA: 10:12 - loss: 723.1911 - logits_profile_predictions_loss: 602.6214 - logcount_predictions_loss: 10.9609 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logits_profile_predictions_loss: 602.2160 - logcount_predictions_loss: 10.6260 441/2407 [====>.........................] - ETA: 10:05 - loss: 718.9069 - logits_profile_predictions_loss: 602.1977 - logcount_predictions_loss: 10.6099 442/2407 [====>.........................] - ETA: 10:05 - loss: 718.7132 - logits_profile_predictions_loss: 602.1796 - logcount_predictions_loss: 10.5940 443/2407 [====>.........................] - ETA: 10:05 - loss: 718.5197 - logits_profile_predictions_loss: 602.1611 - logcount_predictions_loss: 10.5781 444/2407 [====>.........................] - ETA: 10:04 - loss: 718.3271 - logits_profile_predictions_loss: 602.1427 - logcount_predictions_loss: 10.5622 445/2407 [====>.........................] - ETA: 10:04 - loss: 718.1357 - logits_profile_predictions_loss: 602.1247 - logcount_predictions_loss: 10.5465 446/2407 [====>.........................] - ETA: 10:04 - loss: 717.9452 - logits_profile_predictions_loss: 602.1070 - logcount_predictions_loss: 10.5308 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logits_profile_predictions_loss: 601.7295 - logcount_predictions_loss: 10.2291 467/2407 [====>.........................] - ETA: 9:57 - loss: 714.0733 - logits_profile_predictions_loss: 601.7119 - logcount_predictions_loss: 10.2147 468/2407 [====>.........................] - ETA: 9:57 - loss: 713.8970 - logits_profile_predictions_loss: 601.6942 - logcount_predictions_loss: 10.2003 469/2407 [====>.........................] - ETA: 9:57 - loss: 713.7207 - logits_profile_predictions_loss: 601.6759 - logcount_predictions_loss: 10.1859 470/2407 [====>.........................] - ETA: 9:56 - loss: 713.5456 - logits_profile_predictions_loss: 601.6581 - logcount_predictions_loss: 10.1716 471/2407 [====>.........................] - ETA: 9:56 - loss: 713.3711 - logits_profile_predictions_loss: 601.6404 - logcount_predictions_loss: 10.1573 472/2407 [====>.........................] - ETA: 9:56 - loss: 713.1976 - logits_profile_predictions_loss: 601.6230 - logcount_predictions_loss: 10.1432 473/2407 [====>.........................] - ETA: 9:56 - loss: 713.0250 - logits_profile_predictions_loss: 601.6059 - logcount_predictions_loss: 10.1290 474/2407 [====>.........................] - ETA: 9:55 - loss: 712.8534 - logits_profile_predictions_loss: 601.5892 - logcount_predictions_loss: 10.1149 475/2407 [====>.........................] - ETA: 9:55 - loss: 712.6819 - logits_profile_predictions_loss: 601.5721 - logcount_predictions_loss: 10.1009 476/2407 [====>.........................] - ETA: 9:55 - loss: 712.5107 - logits_profile_predictions_loss: 601.5547 - logcount_predictions_loss: 10.0869 477/2407 [====>.........................] - ETA: 9:54 - loss: 712.3403 - logits_profile_predictions_loss: 601.5374 - logcount_predictions_loss: 10.0730 478/2407 [====>.........................] - ETA: 9:54 - loss: 712.1703 - logits_profile_predictions_loss: 601.5201 - logcount_predictions_loss: 10.0591 479/2407 [====>.........................] - ETA: 9:54 - loss: 712.0012 - logits_profile_predictions_loss: 601.5030 - logcount_predictions_loss: 10.0453 480/2407 [====>.........................] - ETA: 9:53 - loss: 711.8327 - logits_profile_predictions_loss: 601.4861 - logcount_predictions_loss: 10.0315 481/2407 [====>.........................] - ETA: 9:53 - loss: 711.6646 - logits_profile_predictions_loss: 601.4689 - logcount_predictions_loss: 10.0178 482/2407 [=====>........................] - ETA: 9:53 - loss: 711.4973 - logits_profile_predictions_loss: 601.4519 - logcount_predictions_loss: 10.0041 483/2407 [=====>........................] - ETA: 9:53 - loss: 711.3314 - logits_profile_predictions_loss: 601.4358 - logcount_predictions_loss: 9.9905  484/2407 [=====>........................] - ETA: 9:52 - loss: 711.1659 - logits_profile_predictions_loss: 601.4195 - logcount_predictions_loss: 9.9769 485/2407 [=====>........................] - ETA: 9:52 - loss: 711.0013 - logits_profile_predictions_loss: 601.4036 - logcount_predictions_loss: 9.9634 486/2407 [=====>........................] - ETA: 9:52 - loss: 710.8374 - logits_profile_predictions_loss: 601.3878 - logcount_predictions_loss: 9.9500 487/2407 [=====>........................] - ETA: 9:51 - loss: 710.6744 - logits_profile_predictions_loss: 601.3724 - logcount_predictions_loss: 9.9366 488/2407 [=====>........................] - ETA: 9:51 - loss: 710.5122 - logits_profile_predictions_loss: 601.3571 - logcount_predictions_loss: 9.9232 489/2407 [=====>........................] - ETA: 9:51 - loss: 710.3498 - logits_profile_predictions_loss: 601.3412 - logcount_predictions_loss: 9.9099 490/2407 [=====>........................] - ETA: 9:50 - loss: 710.1879 - logits_profile_predictions_loss: 601.3253 - logcount_predictions_loss: 9.8966 491/2407 [=====>........................] - ETA: 9:50 - loss: 710.0263 - logits_profile_predictions_loss: 601.3092 - logcount_predictions_loss: 9.8834 492/2407 [=====>........................] - ETA: 9:50 - loss: 709.8656 - 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loss: 622.0055 - logits_profile_predictions_loss: 580.2823 - logcount_predictions_loss: 3.7930 2398/2407 [============================>.] - ETA: 3s - loss: 621.9884 - logits_profile_predictions_loss: 580.2755 - logcount_predictions_loss: 3.7921 2399/2407 [============================>.] - ETA: 2s - loss: 621.9713 - logits_profile_predictions_loss: 580.2686 - logcount_predictions_loss: 3.7911 2400/2407 [============================>.] - ETA: 2s - loss: 621.9541 - logits_profile_predictions_loss: 580.2618 - logcount_predictions_loss: 3.7902 2401/2407 [============================>.] - ETA: 2s - loss: 621.9370 - logits_profile_predictions_loss: 580.2549 - logcount_predictions_loss: 3.7893 2402/2407 [============================>.] - ETA: 1s - loss: 621.9199 - logits_profile_predictions_loss: 580.2481 - logcount_predictions_loss: 3.7883 2403/2407 [============================>.] - ETA: 1s - loss: 621.9028 - logits_profile_predictions_loss: 580.2412 - logcount_predictions_loss: 3.7874 2404/2407 [============================>.] - ETA: 1s - loss: 621.8857 - logits_profile_predictions_loss: 580.2344 - logcount_predictions_loss: 3.7865 2405/2407 [============================>.] - ETA: 0s - loss: 621.8687 - logits_profile_predictions_loss: 580.2276 - logcount_predictions_loss: 3.7855 2406/2407 [============================>.] - ETA: 0s - loss: 621.8516 - logits_profile_predictions_loss: 580.2207 - logcount_predictions_loss: 3.7846 2407/2407 [==============================] - ETA: 0s - loss: 621.8346 - logits_profile_predictions_loss: 580.2139 - logcount_predictions_loss: 3.7837 2407/2407 [==============================] - 1111s 406ms/step - loss: 621.8176 - logits_profile_predictions_loss: 580.2071 - logcount_predictions_loss: 3.7828 - val_loss: 539.6606 - val_logits_profile_predictions_loss: 533.5904 - val_logcount_predictions_loss: 0.5518 Epoch 00001: val_loss improved from inf to 539.66064, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR780ABS//chrombppnet_model_encsr283tme_bias/chrombpnet.h5 Epoch 2/50 1/2407 [..............................] - ETA: 12:51 - loss: 620.7289 - logits_profile_predictions_loss: 613.0757 - logcount_predictions_loss: 0.6957 2/2407 [..............................] - ETA: 12:16 - loss: 589.0913 - logits_profile_predictions_loss: 582.0073 - logcount_predictions_loss: 0.6440 3/2407 [..............................] - ETA: 12:15 - loss: 580.5061 - logits_profile_predictions_loss: 573.3361 - logcount_predictions_loss: 0.6518 4/2407 [..............................] - ETA: 12:16 - loss: 576.3657 - logits_profile_predictions_loss: 569.0236 - logcount_predictions_loss: 0.6675 5/2407 [..............................] - ETA: 12:15 - loss: 573.2803 - logits_profile_predictions_loss: 565.7180 - logcount_predictions_loss: 0.6875 6/2407 [..............................] - ETA: 12:15 - loss: 569.0844 - logits_profile_predictions_loss: 561.3846 - logcount_predictions_loss: 0.7000 7/2407 [..............................] - ETA: 12:15 - loss: 565.7598 - logits_profile_predictions_loss: 557.9847 - logcount_predictions_loss: 0.7068 8/2407 [..............................] - ETA: 12:14 - loss: 563.1713 - logits_profile_predictions_loss: 555.3533 - logcount_predictions_loss: 0.7107 9/2407 [..............................] - ETA: 12:14 - loss: 562.5993 - logits_profile_predictions_loss: 554.7138 - logcount_predictions_loss: 0.7169 10/2407 [..............................] - ETA: 12:14 - loss: 561.4189 - logits_profile_predictions_loss: 553.5091 - logcount_predictions_loss: 0.7191 11/2407 [..............................] - ETA: 12:14 - loss: 559.4601 - logits_profile_predictions_loss: 551.5652 - logcount_predictions_loss: 0.7177 12/2407 [..............................] - ETA: 12:13 - loss: 557.4344 - logits_profile_predictions_loss: 549.5595 - logcount_predictions_loss: 0.7159 13/2407 [..............................] - ETA: 12:13 - loss: 555.6457 - logits_profile_predictions_loss: 547.8038 - logcount_predictions_loss: 0.7129 14/2407 [..............................] - ETA: 12:13 - loss: 553.8335 - logits_profile_predictions_loss: 546.0225 - logcount_predictions_loss: 0.7101 15/2407 [..............................] - ETA: 12:13 - loss: 552.1510 - logits_profile_predictions_loss: 544.3756 - logcount_predictions_loss: 0.7069 16/2407 [..............................] - ETA: 12:12 - loss: 550.8267 - logits_profile_predictions_loss: 543.0807 - logcount_predictions_loss: 0.7042 17/2407 [..............................] - ETA: 12:12 - loss: 549.3995 - logits_profile_predictions_loss: 541.6860 - logcount_predictions_loss: 0.7012 18/2407 [..............................] - ETA: 12:12 - loss: 548.3297 - logits_profile_predictions_loss: 540.6434 - logcount_predictions_loss: 0.6988 19/2407 [..............................] - ETA: 12:12 - loss: 547.3928 - logits_profile_predictions_loss: 539.7317 - logcount_predictions_loss: 0.6965 20/2407 [..............................] - ETA: 12:11 - loss: 546.6046 - logits_profile_predictions_loss: 538.9698 - logcount_predictions_loss: 0.6941 21/2407 [..............................] - ETA: 12:11 - loss: 546.0343 - logits_profile_predictions_loss: 538.4195 - logcount_predictions_loss: 0.6923 22/2407 [..............................] - ETA: 12:10 - loss: 545.6400 - logits_profile_predictions_loss: 538.0411 - logcount_predictions_loss: 0.6908 23/2407 [..............................] - ETA: 12:10 - loss: 545.3328 - logits_profile_predictions_loss: 537.7505 - logcount_predictions_loss: 0.6893 24/2407 [..............................] - ETA: 12:09 - loss: 545.1185 - logits_profile_predictions_loss: 537.5475 - logcount_predictions_loss: 0.6883 25/2407 [..............................] - ETA: 12:09 - loss: 545.1047 - logits_profile_predictions_loss: 537.5402 - logcount_predictions_loss: 0.6877 26/2407 [..............................] - ETA: 12:08 - loss: 544.9899 - logits_profile_predictions_loss: 537.4330 - logcount_predictions_loss: 0.6870 27/2407 [..............................] - ETA: 12:08 - loss: 544.9689 - logits_profile_predictions_loss: 537.4153 - logcount_predictions_loss: 0.6867 28/2407 [..............................] - ETA: 12:08 - loss: 544.8647 - logits_profile_predictions_loss: 537.3175 - logcount_predictions_loss: 0.6861 29/2407 [..............................] - ETA: 12:07 - loss: 544.8575 - logits_profile_predictions_loss: 537.3183 - logcount_predictions_loss: 0.6854 30/2407 [..............................] - ETA: 12:07 - loss: 544.8337 - logits_profile_predictions_loss: 537.3036 - logcount_predictions_loss: 0.6846 31/2407 [..............................] - ETA: 12:07 - loss: 544.6820 - logits_profile_predictions_loss: 537.1635 - logcount_predictions_loss: 0.6835 32/2407 [..............................] - ETA: 12:06 - loss: 544.5954 - logits_profile_predictions_loss: 537.0878 - logcount_predictions_loss: 0.6825 33/2407 [..............................] - ETA: 12:06 - loss: 544.5352 - logits_profile_predictions_loss: 537.0364 - logcount_predictions_loss: 0.6817 34/2407 [..............................] - ETA: 12:05 - loss: 544.4934 - logits_profile_predictions_loss: 537.0039 - logcount_predictions_loss: 0.6809 35/2407 [..............................] - ETA: 12:05 - loss: 544.5025 - logits_profile_predictions_loss: 537.0224 - logcount_predictions_loss: 0.6800 36/2407 [..............................] - ETA: 12:05 - loss: 544.5732 - logits_profile_predictions_loss: 537.1017 - logcount_predictions_loss: 0.6792 37/2407 [..............................] - ETA: 12:04 - loss: 544.6037 - logits_profile_predictions_loss: 537.1409 - logcount_predictions_loss: 0.6784 38/2407 [..............................] - ETA: 12:04 - loss: 544.5931 - logits_profile_predictions_loss: 537.1397 - logcount_predictions_loss: 0.6776 39/2407 [..............................] - ETA: 12:04 - loss: 544.5010 - logits_profile_predictions_loss: 537.0579 - logcount_predictions_loss: 0.6766 40/2407 [..............................] - ETA: 12:03 - loss: 544.4157 - logits_profile_predictions_loss: 536.9832 - logcount_predictions_loss: 0.6757 41/2407 [..............................] - ETA: 12:03 - loss: 544.3811 - logits_profile_predictions_loss: 536.9576 - logcount_predictions_loss: 0.6749 42/2407 [..............................] - ETA: 12:03 - loss: 544.3327 - logits_profile_predictions_loss: 536.9190 - logcount_predictions_loss: 0.6740 43/2407 [..............................] - ETA: 12:02 - loss: 544.2910 - logits_profile_predictions_loss: 536.8869 - logcount_predictions_loss: 0.6731 44/2407 [..............................] - ETA: 12:02 - loss: 544.2871 - logits_profile_predictions_loss: 536.8924 - logcount_predictions_loss: 0.6722 45/2407 [..............................] - ETA: 12:02 - loss: 544.2540 - logits_profile_predictions_loss: 536.8691 - logcount_predictions_loss: 0.6714 46/2407 [..............................] - ETA: 12:01 - loss: 544.2136 - logits_profile_predictions_loss: 536.8389 - logcount_predictions_loss: 0.6704 47/2407 [..............................] - ETA: 12:01 - loss: 544.1967 - logits_profile_predictions_loss: 536.8324 - logcount_predictions_loss: 0.6695 48/2407 [..............................] - ETA: 12:01 - loss: 544.1636 - logits_profile_predictions_loss: 536.8097 - logcount_predictions_loss: 0.6685 49/2407 [..............................] - ETA: 12:00 - loss: 544.1383 - logits_profile_predictions_loss: 536.7954 - logcount_predictions_loss: 0.6675 50/2407 [..............................] - ETA: 12:00 - loss: 544.1072 - logits_profile_predictions_loss: 536.7757 - logcount_predictions_loss: 0.6665 51/2407 [..............................] - ETA: 12:00 - loss: 544.0834 - logits_profile_predictions_loss: 536.7630 - logcount_predictions_loss: 0.6655 52/2407 [..............................] - ETA: 11:59 - loss: 544.0455 - logits_profile_predictions_loss: 536.7363 - logcount_predictions_loss: 0.6645 53/2407 [..............................] - ETA: 11:59 - loss: 543.9918 - logits_profile_predictions_loss: 536.6934 - logcount_predictions_loss: 0.6635 54/2407 [..............................] - ETA: 11:59 - loss: 543.9152 - logits_profile_predictions_loss: 536.6276 - logcount_predictions_loss: 0.6625 55/2407 [..............................] - ETA: 11:59 - loss: 543.8462 - logits_profile_predictions_loss: 536.5677 - logcount_predictions_loss: 0.6617 56/2407 [..............................] - ETA: 11:58 - loss: 543.7590 - logits_profile_predictions_loss: 536.4894 - logcount_predictions_loss: 0.6609 57/2407 [..............................] - ETA: 11:58 - loss: 543.6566 - logits_profile_predictions_loss: 536.3960 - logcount_predictions_loss: 0.6601 58/2407 [..............................] - ETA: 11:58 - loss: 543.5722 - logits_profile_predictions_loss: 536.3206 - logcount_predictions_loss: 0.6592 59/2407 [..............................] - ETA: 11:57 - loss: 543.5155 - logits_profile_predictions_loss: 536.2732 - logcount_predictions_loss: 0.6584 60/2407 [..............................] - ETA: 11:57 - loss: 543.4617 - logits_profile_predictions_loss: 536.2276 - logcount_predictions_loss: 0.6577 61/2407 [..............................] - ETA: 11:57 - loss: 543.4193 - logits_profile_predictions_loss: 536.1931 - logcount_predictions_loss: 0.6569 62/2407 [..............................] - ETA: 11:56 - loss: 543.3642 - logits_profile_predictions_loss: 536.1457 - logcount_predictions_loss: 0.6562 63/2407 [..............................] - ETA: 11:56 - loss: 543.3293 - logits_profile_predictions_loss: 536.1179 - logcount_predictions_loss: 0.6556 64/2407 [..............................] - ETA: 11:56 - loss: 543.3038 - logits_profile_predictions_loss: 536.0997 - logcount_predictions_loss: 0.6549 65/2407 [..............................] - ETA: 11:56 - loss: 543.2602 - logits_profile_predictions_loss: 536.0637 - logcount_predictions_loss: 0.6542 66/2407 [..............................] - ETA: 11:55 - loss: 543.2149 - logits_profile_predictions_loss: 536.0264 - logcount_predictions_loss: 0.6535 67/2407 [..............................] - ETA: 11:55 - loss: 543.1851 - logits_profile_predictions_loss: 536.0044 - logcount_predictions_loss: 0.6528 68/2407 [..............................] - ETA: 11:55 - loss: 543.1662 - logits_profile_predictions_loss: 535.9932 - logcount_predictions_loss: 0.6521 69/2407 [..............................] - ETA: 11:54 - loss: 543.1572 - logits_profile_predictions_loss: 535.9912 - logcount_predictions_loss: 0.6515 70/2407 [..............................] - ETA: 11:54 - loss: 543.1549 - logits_profile_predictions_loss: 535.9952 - logcount_predictions_loss: 0.6509 71/2407 [..............................] - ETA: 11:54 - loss: 543.1286 - logits_profile_predictions_loss: 535.9751 - logcount_predictions_loss: 0.6503 72/2407 [..............................] - ETA: 11:53 - loss: 543.1061 - logits_profile_predictions_loss: 535.9584 - logcount_predictions_loss: 0.6498 73/2407 [..............................] - ETA: 11:53 - loss: 543.0962 - logits_profile_predictions_loss: 535.9540 - logcount_predictions_loss: 0.6493 74/2407 [..............................] - ETA: 11:53 - loss: 543.0853 - logits_profile_predictions_loss: 535.9486 - logcount_predictions_loss: 0.6488 75/2407 [..............................] - ETA: 11:53 - loss: 543.0704 - logits_profile_predictions_loss: 535.9395 - logcount_predictions_loss: 0.6483 76/2407 [..............................] - ETA: 11:52 - loss: 543.0730 - logits_profile_predictions_loss: 535.9474 - logcount_predictions_loss: 0.6478 77/2407 [..............................] - ETA: 11:52 - loss: 543.0722 - logits_profile_predictions_loss: 535.9517 - logcount_predictions_loss: 0.6473 78/2407 [..............................] - ETA: 11:52 - loss: 543.0673 - logits_profile_predictions_loss: 535.9516 - logcount_predictions_loss: 0.6469 79/2407 [..............................] - ETA: 11:51 - loss: 543.0689 - logits_profile_predictions_loss: 535.9579 - logcount_predictions_loss: 0.6465 80/2407 [..............................] - ETA: 11:51 - loss: 543.0488 - logits_profile_predictions_loss: 535.9429 - logcount_predictions_loss: 0.6460 81/2407 [>.............................] - ETA: 11:51 - loss: 543.0133 - logits_profile_predictions_loss: 535.9124 - logcount_predictions_loss: 0.6455 82/2407 [>.............................] - ETA: 11:50 - loss: 542.9699 - logits_profile_predictions_loss: 535.8739 - logcount_predictions_loss: 0.6451 83/2407 [>.............................] - ETA: 11:50 - loss: 542.9245 - logits_profile_predictions_loss: 535.8331 - logcount_predictions_loss: 0.6447 84/2407 [>.............................] - ETA: 11:50 - loss: 542.8707 - logits_profile_predictions_loss: 535.7841 - logcount_predictions_loss: 0.6442 85/2407 [>.............................] - ETA: 11:50 - loss: 542.8277 - logits_profile_predictions_loss: 535.7457 - logcount_predictions_loss: 0.6438 86/2407 [>.............................] - ETA: 11:49 - loss: 542.7804 - logits_profile_predictions_loss: 535.7029 - logcount_predictions_loss: 0.6434 87/2407 [>.............................] - ETA: 11:49 - loss: 542.7311 - logits_profile_predictions_loss: 535.6581 - logcount_predictions_loss: 0.6430 88/2407 [>.............................] - ETA: 11:49 - loss: 542.6841 - logits_profile_predictions_loss: 535.6156 - logcount_predictions_loss: 0.6426 89/2407 [>.............................] - ETA: 11:48 - loss: 542.6484 - logits_profile_predictions_loss: 535.5839 - logcount_predictions_loss: 0.6422 90/2407 [>.............................] - ETA: 11:48 - loss: 542.6146 - logits_profile_predictions_loss: 535.5542 - logcount_predictions_loss: 0.6419 91/2407 [>.............................] - ETA: 11:48 - loss: 542.5838 - logits_profile_predictions_loss: 535.5272 - logcount_predictions_loss: 0.6415 92/2407 [>.............................] - ETA: 11:47 - loss: 542.5492 - logits_profile_predictions_loss: 535.4964 - logcount_predictions_loss: 0.6412 93/2407 [>.............................] - ETA: 11:47 - loss: 542.5079 - logits_profile_predictions_loss: 535.4588 - logcount_predictions_loss: 0.6408 94/2407 [>.............................] - ETA: 11:47 - loss: 542.4715 - logits_profile_predictions_loss: 535.4260 - logcount_predictions_loss: 0.6405 95/2407 [>.............................] - ETA: 11:47 - loss: 542.4280 - logits_profile_predictions_loss: 535.3860 - logcount_predictions_loss: 0.6402 96/2407 [>.............................] - ETA: 11:46 - loss: 542.3805 - logits_profile_predictions_loss: 535.3426 - logcount_predictions_loss: 0.6398 97/2407 [>.............................] - ETA: 11:46 - loss: 542.3336 - logits_profile_predictions_loss: 535.2994 - logcount_predictions_loss: 0.6395 98/2407 [>.............................] - ETA: 11:46 - loss: 542.2953 - logits_profile_predictions_loss: 535.2647 - logcount_predictions_loss: 0.6391 99/2407 [>.............................] - ETA: 11:45 - loss: 542.2539 - logits_profile_predictions_loss: 535.2270 - logcount_predictions_loss: 0.6388 100/2407 [>.............................] - ETA: 11:45 - loss: 542.2157 - logits_profile_predictions_loss: 535.1924 - logcount_predictions_loss: 0.6385 101/2407 [>.............................] - ETA: 11:45 - loss: 542.1667 - logits_profile_predictions_loss: 535.1471 - logcount_predictions_loss: 0.6381 102/2407 [>.............................] - ETA: 11:45 - loss: 542.1206 - logits_profile_predictions_loss: 535.1048 - logcount_predictions_loss: 0.6378 103/2407 [>.............................] - ETA: 11:44 - loss: 542.0779 - logits_profile_predictions_loss: 535.0655 - logcount_predictions_loss: 0.6375 104/2407 [>.............................] - ETA: 11:44 - loss: 542.0388 - 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[>.............................] - ETA: 11:42 - loss: 541.8343 - logits_profile_predictions_loss: 534.8474 - logcount_predictions_loss: 0.6352 112/2407 [>.............................] - ETA: 11:42 - loss: 541.8207 - logits_profile_predictions_loss: 534.8369 - logcount_predictions_loss: 0.6349 113/2407 [>.............................] - ETA: 11:41 - loss: 541.8099 - logits_profile_predictions_loss: 534.8290 - logcount_predictions_loss: 0.6346 114/2407 [>.............................] - ETA: 11:41 - loss: 541.7995 - logits_profile_predictions_loss: 534.8217 - logcount_predictions_loss: 0.6344 115/2407 [>.............................] - ETA: 11:41 - loss: 541.7918 - logits_profile_predictions_loss: 534.8167 - logcount_predictions_loss: 0.6341 116/2407 [>.............................] - ETA: 11:41 - loss: 541.7818 - logits_profile_predictions_loss: 534.8095 - logcount_predictions_loss: 0.6339 117/2407 [>.............................] - ETA: 11:40 - loss: 541.7742 - logits_profile_predictions_loss: 534.8047 - logcount_predictions_loss: 0.6336 118/2407 [>.............................] - ETA: 11:40 - loss: 541.7673 - logits_profile_predictions_loss: 534.8004 - logcount_predictions_loss: 0.6334 119/2407 [>.............................] - ETA: 11:40 - loss: 541.7649 - logits_profile_predictions_loss: 534.8006 - logcount_predictions_loss: 0.6331 120/2407 [>.............................] - ETA: 11:39 - loss: 541.7614 - logits_profile_predictions_loss: 534.7994 - logcount_predictions_loss: 0.6329 121/2407 [>.............................] - ETA: 11:39 - loss: 541.7624 - logits_profile_predictions_loss: 534.8026 - logcount_predictions_loss: 0.6327 122/2407 [>.............................] - ETA: 11:39 - loss: 541.7644 - logits_profile_predictions_loss: 534.8067 - logcount_predictions_loss: 0.6325 123/2407 [>.............................] - ETA: 11:39 - loss: 541.7630 - logits_profile_predictions_loss: 534.8074 - logcount_predictions_loss: 0.6323 124/2407 [>.............................] - ETA: 11:38 - loss: 541.7706 - logits_profile_predictions_loss: 534.8171 - logcount_predictions_loss: 0.6322 125/2407 [>.............................] - ETA: 11:38 - loss: 541.7852 - logits_profile_predictions_loss: 534.8336 - logcount_predictions_loss: 0.6320 126/2407 [>.............................] - ETA: 11:38 - loss: 541.7929 - logits_profile_predictions_loss: 534.8434 - logcount_predictions_loss: 0.6318 127/2407 [>.............................] - ETA: 11:38 - loss: 541.7956 - logits_profile_predictions_loss: 534.8480 - logcount_predictions_loss: 0.6316 128/2407 [>.............................] - ETA: 11:37 - loss: 541.7984 - logits_profile_predictions_loss: 534.8528 - logcount_predictions_loss: 0.6314 129/2407 [>.............................] - ETA: 11:37 - loss: 541.8007 - logits_profile_predictions_loss: 534.8567 - logcount_predictions_loss: 0.6313 130/2407 [>.............................] - ETA: 11:37 - loss: 541.8042 - 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[============================>.] - ETA: 18s - loss: 545.3419 - logits_profile_predictions_loss: 538.9296 - logcount_predictions_loss: 0.5829 2348/2407 [============================>.] - ETA: 18s - loss: 545.3405 - logits_profile_predictions_loss: 538.9282 - logcount_predictions_loss: 0.5829 2349/2407 [============================>.] - ETA: 17s - loss: 545.3390 - logits_profile_predictions_loss: 538.9269 - logcount_predictions_loss: 0.5829 2350/2407 [============================>.] - ETA: 17s - loss: 545.3375 - logits_profile_predictions_loss: 538.9255 - logcount_predictions_loss: 0.5828 2351/2407 [============================>.] - ETA: 17s - loss: 545.3360 - logits_profile_predictions_loss: 538.9241 - logcount_predictions_loss: 0.5828 2352/2407 [============================>.] - ETA: 16s - loss: 545.3345 - logits_profile_predictions_loss: 538.9228 - logcount_predictions_loss: 0.5828 2353/2407 [============================>.] - ETA: 16s - loss: 545.3330 - 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[============================>.] - ETA: 14s - loss: 545.3226 - logits_profile_predictions_loss: 538.9118 - logcount_predictions_loss: 0.5827 2361/2407 [============================>.] - ETA: 14s - loss: 545.3211 - logits_profile_predictions_loss: 538.9104 - logcount_predictions_loss: 0.5827 2362/2407 [============================>.] - ETA: 13s - loss: 545.3195 - logits_profile_predictions_loss: 538.9090 - logcount_predictions_loss: 0.5827 2363/2407 [============================>.] - ETA: 13s - loss: 545.3180 - logits_profile_predictions_loss: 538.9075 - logcount_predictions_loss: 0.5827 2364/2407 [============================>.] - ETA: 13s - loss: 545.3164 - logits_profile_predictions_loss: 538.9061 - logcount_predictions_loss: 0.5827 2365/2407 [============================>.] - ETA: 12s - loss: 545.3149 - logits_profile_predictions_loss: 538.9047 - logcount_predictions_loss: 0.5827 2366/2407 [============================>.] - ETA: 12s - loss: 545.3133 - 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[============================>.] - ETA: 10s - loss: 545.3022 - logits_profile_predictions_loss: 538.8930 - logcount_predictions_loss: 0.5826 2374/2407 [============================>.] - ETA: 10s - loss: 545.3006 - logits_profile_predictions_loss: 538.8915 - logcount_predictions_loss: 0.5826 2375/2407 [============================>.] - ETA: 9s - loss: 545.2990 - logits_profile_predictions_loss: 538.8900 - logcount_predictions_loss: 0.5826  2376/2407 [============================>.] - ETA: 9s - loss: 545.2973 - logits_profile_predictions_loss: 538.8885 - logcount_predictions_loss: 0.5826 2377/2407 [============================>.] - ETA: 9s - loss: 545.2957 - logits_profile_predictions_loss: 538.8870 - logcount_predictions_loss: 0.5826 2378/2407 [============================>.] - ETA: 8s - loss: 545.2941 - logits_profile_predictions_loss: 538.8855 - logcount_predictions_loss: 0.5825 2379/2407 [============================>.] - ETA: 8s - loss: 545.2925 - logits_profile_predictions_loss: 538.8840 - logcount_predictions_loss: 0.5825 2380/2407 [============================>.] - ETA: 8s - loss: 545.2908 - logits_profile_predictions_loss: 538.8825 - logcount_predictions_loss: 0.5825 2381/2407 [============================>.] - ETA: 8s - loss: 545.2892 - logits_profile_predictions_loss: 538.8810 - logcount_predictions_loss: 0.5825 2382/2407 [============================>.] - ETA: 7s - loss: 545.2876 - logits_profile_predictions_loss: 538.8794 - logcount_predictions_loss: 0.5825 2383/2407 [============================>.] - ETA: 7s - loss: 545.2859 - logits_profile_predictions_loss: 538.8779 - logcount_predictions_loss: 0.5825 2384/2407 [============================>.] - ETA: 7s - loss: 545.2843 - logits_profile_predictions_loss: 538.8764 - logcount_predictions_loss: 0.5825 2385/2407 [============================>.] - ETA: 6s - loss: 545.2827 - logits_profile_predictions_loss: 538.8749 - logcount_predictions_loss: 0.5825 2386/2407 [============================>.] - ETA: 6s - 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logits_profile_predictions_loss: 538.8536 - logcount_predictions_loss: 0.5823 2400/2407 [============================>.] - ETA: 2s - loss: 545.2581 - logits_profile_predictions_loss: 538.8521 - logcount_predictions_loss: 0.5823 2401/2407 [============================>.] - ETA: 1s - loss: 545.2565 - logits_profile_predictions_loss: 538.8506 - logcount_predictions_loss: 0.5823 2402/2407 [============================>.] - ETA: 1s - loss: 545.2548 - logits_profile_predictions_loss: 538.8491 - logcount_predictions_loss: 0.5823 2403/2407 [============================>.] - ETA: 1s - loss: 545.2532 - logits_profile_predictions_loss: 538.8476 - logcount_predictions_loss: 0.5823 2404/2407 [============================>.] - ETA: 0s - loss: 545.2516 - logits_profile_predictions_loss: 538.8461 - logcount_predictions_loss: 0.5823 2405/2407 [============================>.] - ETA: 0s - loss: 545.2500 - logits_profile_predictions_loss: 538.8446 - logcount_predictions_loss: 0.5822 2406/2407 [============================>.] - ETA: 0s - loss: 545.2484 - logits_profile_predictions_loss: 538.8431 - logcount_predictions_loss: 0.5822 2407/2407 [==============================] - ETA: 0s - loss: 545.2468 - logits_profile_predictions_loss: 538.8417 - logcount_predictions_loss: 0.5822 2407/2407 [==============================] - 771s 321ms/step - loss: 545.2452 - logits_profile_predictions_loss: 538.8402 - logcount_predictions_loss: 0.5822 - val_loss: 533.1688 - val_logits_profile_predictions_loss: 525.8682 - val_logcount_predictions_loss: 0.6637 Epoch 00002: val_loss improved from 539.66064 to 533.16882, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR780ABS//chrombppnet_model_encsr283tme_bias/chrombpnet.h5 Epoch 3/50 1/2407 [..............................] - ETA: 12:42 - loss: 467.2907 - logits_profile_predictions_loss: 459.3281 - logcount_predictions_loss: 0.7239 2/2407 [..............................] - ETA: 12:12 - loss: 463.9797 - logits_profile_predictions_loss: 455.9888 - logcount_predictions_loss: 0.7264 3/2407 [..............................] - ETA: 12:13 - loss: 475.1790 - logits_profile_predictions_loss: 467.5132 - logcount_predictions_loss: 0.6969 4/2407 [..............................] - ETA: 12:14 - loss: 484.2926 - logits_profile_predictions_loss: 476.9033 - logcount_predictions_loss: 0.6718 5/2407 [..............................] - ETA: 12:14 - loss: 487.1722 - logits_profile_predictions_loss: 479.9741 - logcount_predictions_loss: 0.6544 6/2407 [..............................] - ETA: 12:14 - loss: 491.4132 - logits_profile_predictions_loss: 484.3006 - logcount_predictions_loss: 0.6466 7/2407 [..............................] - ETA: 12:13 - loss: 494.7239 - logits_profile_predictions_loss: 487.6209 - logcount_predictions_loss: 0.6457 8/2407 [..............................] - ETA: 12:13 - loss: 496.0357 - logits_profile_predictions_loss: 488.9651 - logcount_predictions_loss: 0.6428 9/2407 [..............................] - ETA: 12:13 - loss: 497.3735 - logits_profile_predictions_loss: 490.3051 - logcount_predictions_loss: 0.6426 10/2407 [..............................] - ETA: 12:12 - loss: 497.7960 - logits_profile_predictions_loss: 490.7508 - logcount_predictions_loss: 0.6405 11/2407 [..............................] - ETA: 12:12 - loss: 498.4689 - logits_profile_predictions_loss: 491.4478 - logcount_predictions_loss: 0.6383 12/2407 [..............................] - ETA: 12:12 - loss: 499.2089 - logits_profile_predictions_loss: 492.2148 - logcount_predictions_loss: 0.6358 13/2407 [..............................] - ETA: 12:11 - loss: 500.2866 - logits_profile_predictions_loss: 493.3316 - logcount_predictions_loss: 0.6323 14/2407 [..............................] - ETA: 12:11 - loss: 501.5371 - logits_profile_predictions_loss: 494.6053 - logcount_predictions_loss: 0.6302 15/2407 [..............................] - ETA: 12:11 - loss: 502.7213 - 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[..............................] - ETA: 12:09 - loss: 509.1622 - logits_profile_predictions_loss: 502.3884 - logcount_predictions_loss: 0.6158 23/2407 [..............................] - ETA: 12:09 - loss: 509.5244 - logits_profile_predictions_loss: 502.7720 - logcount_predictions_loss: 0.6138 24/2407 [..............................] - ETA: 12:09 - loss: 509.8067 - logits_profile_predictions_loss: 503.0776 - logcount_predictions_loss: 0.6117 25/2407 [..............................] - ETA: 12:09 - loss: 510.1484 - logits_profile_predictions_loss: 503.4422 - logcount_predictions_loss: 0.6097 26/2407 [..............................] - ETA: 12:08 - loss: 510.5513 - logits_profile_predictions_loss: 503.8677 - logcount_predictions_loss: 0.6076 27/2407 [..............................] - ETA: 12:08 - loss: 510.9173 - logits_profile_predictions_loss: 504.2563 - logcount_predictions_loss: 0.6055 28/2407 [..............................] - ETA: 12:08 - loss: 511.2673 - 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[..............................] - ETA: 12:06 - loss: 514.4806 - logits_profile_predictions_loss: 507.9536 - logcount_predictions_loss: 0.5934 36/2407 [..............................] - ETA: 12:06 - loss: 514.7913 - logits_profile_predictions_loss: 508.2772 - logcount_predictions_loss: 0.5922 37/2407 [..............................] - ETA: 12:05 - loss: 515.0834 - logits_profile_predictions_loss: 508.5820 - logcount_predictions_loss: 0.5910 38/2407 [..............................] - ETA: 12:05 - loss: 515.3976 - logits_profile_predictions_loss: 508.9085 - logcount_predictions_loss: 0.5899 39/2407 [..............................] - ETA: 12:05 - loss: 515.7288 - logits_profile_predictions_loss: 509.2512 - logcount_predictions_loss: 0.5889 40/2407 [..............................] - ETA: 12:05 - loss: 516.0406 - logits_profile_predictions_loss: 509.5758 - logcount_predictions_loss: 0.5877 41/2407 [..............................] - ETA: 12:04 - loss: 516.3405 - 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[..............................] - ETA: 12:02 - loss: 517.9570 - logits_profile_predictions_loss: 511.5918 - logcount_predictions_loss: 0.5787 49/2407 [..............................] - ETA: 12:02 - loss: 518.1739 - logits_profile_predictions_loss: 511.8195 - logcount_predictions_loss: 0.5777 50/2407 [..............................] - ETA: 12:02 - loss: 518.3895 - logits_profile_predictions_loss: 512.0460 - logcount_predictions_loss: 0.5767 51/2407 [..............................] - ETA: 12:02 - loss: 518.5799 - logits_profile_predictions_loss: 512.2474 - logcount_predictions_loss: 0.5757 52/2407 [..............................] - ETA: 12:01 - loss: 518.7539 - logits_profile_predictions_loss: 512.4320 - logcount_predictions_loss: 0.5747 53/2407 [..............................] - ETA: 12:01 - loss: 518.9442 - logits_profile_predictions_loss: 512.6322 - logcount_predictions_loss: 0.5738 54/2407 [..............................] - ETA: 12:01 - loss: 519.1363 - 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[..............................] - ETA: 11:59 - loss: 520.7104 - logits_profile_predictions_loss: 514.4664 - logcount_predictions_loss: 0.5676 62/2407 [..............................] - ETA: 11:58 - loss: 520.9388 - logits_profile_predictions_loss: 514.7017 - logcount_predictions_loss: 0.5670 63/2407 [..............................] - ETA: 11:58 - loss: 521.1686 - logits_profile_predictions_loss: 514.9386 - logcount_predictions_loss: 0.5664 64/2407 [..............................] - ETA: 11:58 - loss: 521.3725 - logits_profile_predictions_loss: 515.1497 - logcount_predictions_loss: 0.5657 65/2407 [..............................] - ETA: 11:57 - loss: 521.5479 - logits_profile_predictions_loss: 515.3323 - logcount_predictions_loss: 0.5651 66/2407 [..............................] - ETA: 11:57 - loss: 521.7238 - logits_profile_predictions_loss: 515.5152 - logcount_predictions_loss: 0.5644 67/2407 [..............................] - ETA: 11:57 - loss: 521.9124 - 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[============================>.] - ETA: 21s - loss: 533.4101 - logits_profile_predictions_loss: 527.7773 - logcount_predictions_loss: 0.5121 2337/2407 [============================>.] - ETA: 21s - loss: 533.4096 - logits_profile_predictions_loss: 527.7769 - logcount_predictions_loss: 0.5121 2338/2407 [============================>.] - ETA: 21s - loss: 533.4091 - logits_profile_predictions_loss: 527.7765 - logcount_predictions_loss: 0.5121 2339/2407 [============================>.] - ETA: 20s - loss: 533.4086 - logits_profile_predictions_loss: 527.7760 - logcount_predictions_loss: 0.5120 2340/2407 [============================>.] - ETA: 20s - loss: 533.4080 - logits_profile_predictions_loss: 527.7756 - logcount_predictions_loss: 0.5120 2341/2407 [============================>.] - ETA: 20s - loss: 533.4075 - logits_profile_predictions_loss: 527.7752 - logcount_predictions_loss: 0.5120 2342/2407 [============================>.] - ETA: 19s - loss: 533.4070 - 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[============================>.] - ETA: 17s - loss: 533.4034 - logits_profile_predictions_loss: 527.7717 - logcount_predictions_loss: 0.5120 2350/2407 [============================>.] - ETA: 17s - loss: 533.4029 - logits_profile_predictions_loss: 527.7713 - logcount_predictions_loss: 0.5120 2351/2407 [============================>.] - ETA: 17s - loss: 533.4024 - logits_profile_predictions_loss: 527.7709 - logcount_predictions_loss: 0.5120 2352/2407 [============================>.] - ETA: 16s - loss: 533.4019 - logits_profile_predictions_loss: 527.7704 - logcount_predictions_loss: 0.5120 2353/2407 [============================>.] - ETA: 16s - loss: 533.4014 - logits_profile_predictions_loss: 527.7700 - logcount_predictions_loss: 0.5119 2354/2407 [============================>.] - ETA: 16s - loss: 533.4009 - logits_profile_predictions_loss: 527.7696 - logcount_predictions_loss: 0.5119 2355/2407 [============================>.] - ETA: 15s - loss: 533.4004 - 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[============================>.] - ETA: 13s - loss: 533.3969 - logits_profile_predictions_loss: 527.7663 - logcount_predictions_loss: 0.5119 2363/2407 [============================>.] - ETA: 13s - loss: 533.3964 - logits_profile_predictions_loss: 527.7659 - logcount_predictions_loss: 0.5119 2364/2407 [============================>.] - ETA: 13s - loss: 533.3959 - logits_profile_predictions_loss: 527.7654 - logcount_predictions_loss: 0.5119 2365/2407 [============================>.] - ETA: 12s - loss: 533.3954 - logits_profile_predictions_loss: 527.7650 - logcount_predictions_loss: 0.5119 2366/2407 [============================>.] - ETA: 12s - loss: 533.3949 - logits_profile_predictions_loss: 527.7646 - logcount_predictions_loss: 0.5118 2367/2407 [============================>.] - ETA: 12s - loss: 533.3944 - logits_profile_predictions_loss: 527.7642 - logcount_predictions_loss: 0.5118 2368/2407 [============================>.] - ETA: 11s - loss: 533.3940 - 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[============================>.] - ETA: 9s - loss: 533.3906 - logits_profile_predictions_loss: 527.7611 - logcount_predictions_loss: 0.5118  2376/2407 [============================>.] - ETA: 9s - loss: 533.3901 - logits_profile_predictions_loss: 527.7607 - logcount_predictions_loss: 0.5118 2377/2407 [============================>.] - ETA: 9s - loss: 533.3896 - logits_profile_predictions_loss: 527.7602 - logcount_predictions_loss: 0.5118 2378/2407 [============================>.] - ETA: 8s - loss: 533.3892 - logits_profile_predictions_loss: 527.7598 - logcount_predictions_loss: 0.5118 2379/2407 [============================>.] - ETA: 8s - loss: 533.3887 - logits_profile_predictions_loss: 527.7594 - logcount_predictions_loss: 0.5118 2380/2407 [============================>.] - ETA: 8s - loss: 533.3882 - logits_profile_predictions_loss: 527.7590 - logcount_predictions_loss: 0.5117 2381/2407 [============================>.] - ETA: 7s - loss: 533.3876 - logits_profile_predictions_loss: 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[==============================] - 770s 320ms/step - loss: 533.3736 - logits_profile_predictions_loss: 527.7466 - logcount_predictions_loss: 0.5115 - val_loss: 528.6983 - val_logits_profile_predictions_loss: 524.0984 - val_logcount_predictions_loss: 0.4182 Epoch 00003: val_loss improved from 533.16882 to 528.69830, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR780ABS//chrombppnet_model_encsr283tme_bias/chrombpnet.h5 Epoch 4/50 1/2407 [..............................] - ETA: 12:45 - loss: 437.1164 - logits_profile_predictions_loss: 431.6032 - logcount_predictions_loss: 0.5012 2/2407 [..............................] - ETA: 12:12 - loss: 458.1036 - logits_profile_predictions_loss: 452.8307 - logcount_predictions_loss: 0.4794 3/2407 [..............................] - ETA: 12:12 - loss: 467.3890 - logits_profile_predictions_loss: 462.2685 - logcount_predictions_loss: 0.4655 4/2407 [..............................] - ETA: 12:13 - loss: 470.9825 - 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[..............................] - ETA: 12:11 - loss: 507.5190 - logits_profile_predictions_loss: 502.0675 - logcount_predictions_loss: 0.4956 12/2407 [..............................] - ETA: 12:11 - loss: 510.4413 - logits_profile_predictions_loss: 504.9586 - logcount_predictions_loss: 0.4984 13/2407 [..............................] - ETA: 12:11 - loss: 512.1443 - logits_profile_predictions_loss: 506.6414 - logcount_predictions_loss: 0.5003 14/2407 [..............................] - ETA: 12:10 - loss: 513.4657 - logits_profile_predictions_loss: 507.9480 - logcount_predictions_loss: 0.5016 15/2407 [..............................] - ETA: 12:10 - loss: 514.4341 - logits_profile_predictions_loss: 508.9147 - logcount_predictions_loss: 0.5018 16/2407 [..............................] - ETA: 12:10 - loss: 515.1177 - logits_profile_predictions_loss: 509.6023 - logcount_predictions_loss: 0.5014 17/2407 [..............................] - ETA: 12:10 - loss: 515.7464 - 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[..............................] - ETA: 12:08 - loss: 518.1530 - logits_profile_predictions_loss: 512.5983 - logcount_predictions_loss: 0.5050 25/2407 [..............................] - ETA: 12:08 - loss: 518.4967 - logits_profile_predictions_loss: 512.9370 - logcount_predictions_loss: 0.5054 26/2407 [..............................] - ETA: 12:08 - loss: 518.7090 - logits_profile_predictions_loss: 513.1439 - logcount_predictions_loss: 0.5059 27/2407 [..............................] - ETA: 12:07 - loss: 519.0070 - logits_profile_predictions_loss: 513.4371 - logcount_predictions_loss: 0.5064 28/2407 [..............................] - ETA: 12:07 - loss: 519.4237 - logits_profile_predictions_loss: 513.8485 - logcount_predictions_loss: 0.5068 29/2407 [..............................] - ETA: 12:07 - loss: 519.8586 - logits_profile_predictions_loss: 514.2810 - logcount_predictions_loss: 0.5070 30/2407 [..............................] - ETA: 12:07 - loss: 520.3247 - 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[====>.........................] - ETA: 10:04 - loss: 522.6330 - logits_profile_predictions_loss: 517.4666 - logcount_predictions_loss: 0.4697 441/2407 [====>.........................] - ETA: 10:03 - loss: 522.6322 - logits_profile_predictions_loss: 517.4661 - logcount_predictions_loss: 0.4696 442/2407 [====>.........................] - ETA: 10:03 - loss: 522.6316 - logits_profile_predictions_loss: 517.4659 - logcount_predictions_loss: 0.4696 443/2407 [====>.........................] - ETA: 10:03 - loss: 522.6310 - logits_profile_predictions_loss: 517.4656 - logcount_predictions_loss: 0.4696 444/2407 [====>.........................] - ETA: 10:02 - loss: 522.6299 - logits_profile_predictions_loss: 517.4649 - logcount_predictions_loss: 0.4695 445/2407 [====>.........................] - ETA: 10:02 - loss: 522.6286 - logits_profile_predictions_loss: 517.4639 - logcount_predictions_loss: 0.4695 446/2407 [====>.........................] - ETA: 10:02 - loss: 522.6270 - 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2397/2407 [============================>.] - ETA: 3s - loss: 524.2256 - logits_profile_predictions_loss: 519.1594 - logcount_predictions_loss: 0.4606 2398/2407 [============================>.] - ETA: 2s - loss: 524.2266 - logits_profile_predictions_loss: 519.1604 - logcount_predictions_loss: 0.4606 2399/2407 [============================>.] - ETA: 2s - loss: 524.2276 - logits_profile_predictions_loss: 519.1614 - logcount_predictions_loss: 0.4605 2400/2407 [============================>.] - ETA: 2s - loss: 524.2286 - logits_profile_predictions_loss: 519.1625 - logcount_predictions_loss: 0.4605 2401/2407 [============================>.] - ETA: 1s - loss: 524.2296 - logits_profile_predictions_loss: 519.1635 - logcount_predictions_loss: 0.4605 2402/2407 [============================>.] - ETA: 1s - loss: 524.2306 - logits_profile_predictions_loss: 519.1645 - logcount_predictions_loss: 0.4605 2403/2407 [============================>.] - ETA: 1s - loss: 524.2316 - logits_profile_predictions_loss: 519.1656 - logcount_predictions_loss: 0.4605 2404/2407 [============================>.] - ETA: 0s - loss: 524.2326 - logits_profile_predictions_loss: 519.1666 - logcount_predictions_loss: 0.4605 2405/2407 [============================>.] - ETA: 0s - loss: 524.2336 - logits_profile_predictions_loss: 519.1676 - logcount_predictions_loss: 0.4605 2406/2407 [============================>.] - ETA: 0s - loss: 524.2346 - logits_profile_predictions_loss: 519.1686 - logcount_predictions_loss: 0.4605 2407/2407 [==============================] - ETA: 0s - loss: 524.2355 - logits_profile_predictions_loss: 519.1697 - logcount_predictions_loss: 0.4605 2407/2407 [==============================] - 770s 320ms/step - loss: 524.2365 - logits_profile_predictions_loss: 519.1707 - logcount_predictions_loss: 0.4605 - val_loss: 529.2174 - val_logits_profile_predictions_loss: 523.8138 - val_logcount_predictions_loss: 0.4912 Epoch 00004: val_loss did not improve from 528.69830 Epoch 5/50 1/2407 [..............................] - ETA: 12:41 - loss: 540.4702 - logits_profile_predictions_loss: 533.6426 - logcount_predictions_loss: 0.6207 2/2407 [..............................] - ETA: 12:13 - loss: 544.8027 - logits_profile_predictions_loss: 538.5692 - logcount_predictions_loss: 0.5667 3/2407 [..............................] - ETA: 12:13 - loss: 542.1970 - logits_profile_predictions_loss: 536.3135 - logcount_predictions_loss: 0.5349 4/2407 [..............................] - ETA: 12:13 - loss: 539.3606 - logits_profile_predictions_loss: 533.7477 - logcount_predictions_loss: 0.5103 5/2407 [..............................] - ETA: 12:13 - loss: 537.5874 - logits_profile_predictions_loss: 532.1425 - logcount_predictions_loss: 0.4950 6/2407 [..............................] - ETA: 12:13 - loss: 536.2582 - logits_profile_predictions_loss: 530.8088 - logcount_predictions_loss: 0.4954 7/2407 [..............................] - ETA: 12:13 - loss: 533.6374 - logits_profile_predictions_loss: 528.2125 - logcount_predictions_loss: 0.4932 8/2407 [..............................] - ETA: 12:12 - loss: 531.9650 - logits_profile_predictions_loss: 526.5844 - logcount_predictions_loss: 0.4892 9/2407 [..............................] - ETA: 12:12 - loss: 531.7686 - logits_profile_predictions_loss: 526.4232 - logcount_predictions_loss: 0.4859 10/2407 [..............................] - ETA: 12:12 - loss: 532.0444 - logits_profile_predictions_loss: 526.7163 - logcount_predictions_loss: 0.4844 11/2407 [..............................] - ETA: 12:11 - loss: 532.1947 - logits_profile_predictions_loss: 526.8933 - logcount_predictions_loss: 0.4820 12/2407 [..............................] - ETA: 12:11 - loss: 532.2853 - logits_profile_predictions_loss: 527.0006 - logcount_predictions_loss: 0.4804 13/2407 [..............................] - ETA: 12:11 - loss: 531.5615 - logits_profile_predictions_loss: 526.2944 - logcount_predictions_loss: 0.4788 14/2407 [..............................] - ETA: 12:11 - loss: 530.5086 - logits_profile_predictions_loss: 525.2689 - logcount_predictions_loss: 0.4763 15/2407 [..............................] - ETA: 12:11 - loss: 529.5763 - logits_profile_predictions_loss: 524.3535 - logcount_predictions_loss: 0.4748 16/2407 [..............................] - ETA: 12:11 - loss: 528.4138 - logits_profile_predictions_loss: 523.2065 - logcount_predictions_loss: 0.4734 17/2407 [..............................] - ETA: 12:10 - loss: 527.4933 - logits_profile_predictions_loss: 522.2977 - logcount_predictions_loss: 0.4723 18/2407 [..............................] - ETA: 12:10 - loss: 526.7861 - logits_profile_predictions_loss: 521.6010 - logcount_predictions_loss: 0.4714 19/2407 [..............................] - ETA: 12:10 - loss: 526.1360 - logits_profile_predictions_loss: 520.9632 - logcount_predictions_loss: 0.4703 20/2407 [..............................] - ETA: 12:10 - loss: 525.3739 - logits_profile_predictions_loss: 520.2154 - logcount_predictions_loss: 0.4690 21/2407 [..............................] - ETA: 12:09 - loss: 524.9539 - logits_profile_predictions_loss: 519.8100 - logcount_predictions_loss: 0.4676 22/2407 [..............................] - ETA: 12:09 - loss: 524.7877 - logits_profile_predictions_loss: 519.6593 - logcount_predictions_loss: 0.4662 23/2407 [..............................] - ETA: 12:09 - loss: 524.5323 - logits_profile_predictions_loss: 519.4175 - logcount_predictions_loss: 0.4650 24/2407 [..............................] - ETA: 12:09 - loss: 524.1827 - logits_profile_predictions_loss: 519.0775 - logcount_predictions_loss: 0.4641 25/2407 [..............................] - ETA: 12:08 - loss: 524.0126 - logits_profile_predictions_loss: 518.9174 - logcount_predictions_loss: 0.4632 26/2407 [..............................] - ETA: 12:08 - loss: 523.9705 - logits_profile_predictions_loss: 518.8853 - logcount_predictions_loss: 0.4623 27/2407 [..............................] - ETA: 12:08 - loss: 523.8571 - logits_profile_predictions_loss: 518.7808 - logcount_predictions_loss: 0.4615 28/2407 [..............................] - ETA: 12:07 - loss: 523.6880 - logits_profile_predictions_loss: 518.6174 - logcount_predictions_loss: 0.4610 29/2407 [..............................] - ETA: 12:07 - loss: 523.4704 - logits_profile_predictions_loss: 518.4069 - logcount_predictions_loss: 0.4603 30/2407 [..............................] - ETA: 12:07 - loss: 523.1831 - logits_profile_predictions_loss: 518.1280 - logcount_predictions_loss: 0.4596 31/2407 [..............................] - ETA: 12:07 - loss: 522.8596 - logits_profile_predictions_loss: 517.8135 - logcount_predictions_loss: 0.4587 32/2407 [..............................] - ETA: 12:06 - loss: 522.5523 - logits_profile_predictions_loss: 517.5156 - logcount_predictions_loss: 0.4579 33/2407 [..............................] - ETA: 12:06 - loss: 522.2705 - logits_profile_predictions_loss: 517.2435 - logcount_predictions_loss: 0.4570 34/2407 [..............................] - ETA: 12:06 - loss: 522.0076 - logits_profile_predictions_loss: 516.9909 - logcount_predictions_loss: 0.4561 35/2407 [..............................] - ETA: 12:06 - loss: 521.8118 - logits_profile_predictions_loss: 516.8025 - logcount_predictions_loss: 0.4554 36/2407 [..............................] - ETA: 12:05 - loss: 521.6793 - logits_profile_predictions_loss: 516.6781 - logcount_predictions_loss: 0.4547 37/2407 [..............................] - ETA: 12:05 - loss: 521.6020 - logits_profile_predictions_loss: 516.6079 - logcount_predictions_loss: 0.4540 38/2407 [..............................] - ETA: 12:05 - loss: 521.5865 - logits_profile_predictions_loss: 516.5995 - logcount_predictions_loss: 0.4534 39/2407 [..............................] - ETA: 12:04 - loss: 521.5448 - logits_profile_predictions_loss: 516.5643 - logcount_predictions_loss: 0.4528 40/2407 [..............................] - ETA: 12:04 - loss: 521.5075 - logits_profile_predictions_loss: 516.5330 - logcount_predictions_loss: 0.4522 41/2407 [..............................] - ETA: 12:04 - loss: 521.5968 - logits_profile_predictions_loss: 516.6280 - logcount_predictions_loss: 0.4517 42/2407 [..............................] - ETA: 12:04 - loss: 521.6945 - logits_profile_predictions_loss: 516.7314 - logcount_predictions_loss: 0.4512 43/2407 [..............................] - ETA: 12:03 - loss: 521.7689 - logits_profile_predictions_loss: 516.8115 - logcount_predictions_loss: 0.4507 44/2407 [..............................] - ETA: 12:03 - loss: 521.8784 - logits_profile_predictions_loss: 516.9268 - logcount_predictions_loss: 0.4502 45/2407 [..............................] - ETA: 12:03 - loss: 521.9238 - logits_profile_predictions_loss: 516.9779 - logcount_predictions_loss: 0.4496 46/2407 [..............................] - ETA: 12:02 - loss: 521.9677 - logits_profile_predictions_loss: 517.0274 - logcount_predictions_loss: 0.4491 47/2407 [..............................] - ETA: 12:02 - loss: 521.9922 - logits_profile_predictions_loss: 517.0576 - logcount_predictions_loss: 0.4486 48/2407 [..............................] - ETA: 12:02 - loss: 522.0430 - logits_profile_predictions_loss: 517.1137 - logcount_predictions_loss: 0.4481 49/2407 [..............................] - ETA: 12:01 - loss: 522.0884 - logits_profile_predictions_loss: 517.1642 - logcount_predictions_loss: 0.4477 50/2407 [..............................] - ETA: 12:01 - loss: 522.1093 - logits_profile_predictions_loss: 517.1904 - logcount_predictions_loss: 0.4472 51/2407 [..............................] - ETA: 12:01 - loss: 522.1064 - logits_profile_predictions_loss: 517.1931 - logcount_predictions_loss: 0.4467 52/2407 [..............................] - ETA: 12:01 - loss: 522.1197 - logits_profile_predictions_loss: 517.2122 - logcount_predictions_loss: 0.4461 53/2407 [..............................] - ETA: 12:00 - loss: 522.1299 - logits_profile_predictions_loss: 517.2278 - logcount_predictions_loss: 0.4457 54/2407 [..............................] - ETA: 12:00 - loss: 522.1527 - logits_profile_predictions_loss: 517.2557 - logcount_predictions_loss: 0.4452 55/2407 [..............................] - ETA: 12:00 - loss: 522.1493 - logits_profile_predictions_loss: 517.2575 - logcount_predictions_loss: 0.4447 56/2407 [..............................] - ETA: 11:59 - loss: 522.1310 - logits_profile_predictions_loss: 517.2440 - logcount_predictions_loss: 0.4443 57/2407 [..............................] - ETA: 11:59 - loss: 522.1195 - logits_profile_predictions_loss: 517.2363 - logcount_predictions_loss: 0.4439 58/2407 [..............................] - ETA: 11:59 - loss: 522.1284 - logits_profile_predictions_loss: 517.2481 - logcount_predictions_loss: 0.4437 59/2407 [..............................] - ETA: 11:59 - loss: 522.1329 - logits_profile_predictions_loss: 517.2557 - logcount_predictions_loss: 0.4434 60/2407 [..............................] - ETA: 11:58 - loss: 522.1361 - logits_profile_predictions_loss: 517.2622 - logcount_predictions_loss: 0.4431 61/2407 [..............................] - ETA: 11:58 - loss: 522.1447 - logits_profile_predictions_loss: 517.2741 - logcount_predictions_loss: 0.4428 62/2407 [..............................] - ETA: 11:58 - loss: 522.1702 - logits_profile_predictions_loss: 517.3022 - logcount_predictions_loss: 0.4426 63/2407 [..............................] - ETA: 11:57 - loss: 522.1871 - logits_profile_predictions_loss: 517.3221 - logcount_predictions_loss: 0.4423 64/2407 [..............................] - ETA: 11:57 - loss: 522.1875 - logits_profile_predictions_loss: 517.3259 - logcount_predictions_loss: 0.4420 65/2407 [..............................] - ETA: 11:57 - loss: 522.1843 - logits_profile_predictions_loss: 517.3255 - logcount_predictions_loss: 0.4417 66/2407 [..............................] - ETA: 11:57 - loss: 522.1790 - logits_profile_predictions_loss: 517.3228 - logcount_predictions_loss: 0.4415 67/2407 [..............................] - ETA: 11:56 - loss: 522.1887 - logits_profile_predictions_loss: 517.3353 - logcount_predictions_loss: 0.4412 68/2407 [..............................] - ETA: 11:56 - loss: 522.1848 - logits_profile_predictions_loss: 517.3342 - logcount_predictions_loss: 0.4410 69/2407 [..............................] - ETA: 11:56 - loss: 522.2074 - logits_profile_predictions_loss: 517.3596 - logcount_predictions_loss: 0.4407 70/2407 [..............................] - ETA: 11:55 - loss: 522.2220 - logits_profile_predictions_loss: 517.3770 - logcount_predictions_loss: 0.4405 71/2407 [..............................] - ETA: 11:55 - loss: 522.2358 - logits_profile_predictions_loss: 517.3941 - logcount_predictions_loss: 0.4402 72/2407 [..............................] - ETA: 11:55 - loss: 522.2505 - logits_profile_predictions_loss: 517.4120 - logcount_predictions_loss: 0.4399 73/2407 [..............................] - ETA: 11:54 - loss: 522.2520 - logits_profile_predictions_loss: 517.4167 - logcount_predictions_loss: 0.4396 74/2407 [..............................] - ETA: 11:54 - loss: 522.2595 - logits_profile_predictions_loss: 517.4277 - logcount_predictions_loss: 0.4393 75/2407 [..............................] - ETA: 11:54 - loss: 522.2522 - logits_profile_predictions_loss: 517.4236 - logcount_predictions_loss: 0.4390 76/2407 [..............................] - ETA: 11:54 - loss: 522.2580 - logits_profile_predictions_loss: 517.4329 - logcount_predictions_loss: 0.4387 77/2407 [..............................] - ETA: 11:53 - loss: 522.2579 - logits_profile_predictions_loss: 517.4358 - logcount_predictions_loss: 0.4384 78/2407 [..............................] - ETA: 11:53 - loss: 522.2743 - logits_profile_predictions_loss: 517.4550 - logcount_predictions_loss: 0.4381 79/2407 [..............................] - ETA: 11:53 - loss: 522.2897 - logits_profile_predictions_loss: 517.4729 - logcount_predictions_loss: 0.4379 80/2407 [..............................] - ETA: 11:52 - loss: 522.3021 - logits_profile_predictions_loss: 517.4879 - logcount_predictions_loss: 0.4377 81/2407 [>.............................] - ETA: 11:52 - loss: 522.3175 - logits_profile_predictions_loss: 517.5058 - logcount_predictions_loss: 0.4374 82/2407 [>.............................] - ETA: 11:52 - loss: 522.3512 - logits_profile_predictions_loss: 517.5419 - logcount_predictions_loss: 0.4372 83/2407 [>.............................] - ETA: 11:51 - loss: 522.3828 - logits_profile_predictions_loss: 517.5759 - logcount_predictions_loss: 0.4370 84/2407 [>.............................] - ETA: 11:51 - loss: 522.3969 - logits_profile_predictions_loss: 517.5925 - logcount_predictions_loss: 0.4368 85/2407 [>.............................] - ETA: 11:51 - loss: 522.4131 - logits_profile_predictions_loss: 517.6113 - logcount_predictions_loss: 0.4365 86/2407 [>.............................] - ETA: 11:51 - loss: 522.4182 - logits_profile_predictions_loss: 517.6191 - logcount_predictions_loss: 0.4363 87/2407 [>.............................] - ETA: 11:50 - loss: 522.4203 - logits_profile_predictions_loss: 517.6241 - logcount_predictions_loss: 0.4360 88/2407 [>.............................] - ETA: 11:50 - loss: 522.4320 - logits_profile_predictions_loss: 517.6385 - logcount_predictions_loss: 0.4358 89/2407 [>.............................] - ETA: 11:50 - loss: 522.4481 - logits_profile_predictions_loss: 517.6572 - logcount_predictions_loss: 0.4355 90/2407 [>.............................] - ETA: 11:49 - loss: 522.4693 - logits_profile_predictions_loss: 517.6808 - logcount_predictions_loss: 0.4353 91/2407 [>.............................] - ETA: 11:49 - loss: 522.4970 - logits_profile_predictions_loss: 517.7108 - logcount_predictions_loss: 0.4351 92/2407 [>.............................] - ETA: 11:49 - loss: 522.5196 - logits_profile_predictions_loss: 517.7354 - logcount_predictions_loss: 0.4349 93/2407 [>.............................] - ETA: 11:49 - loss: 522.5431 - logits_profile_predictions_loss: 517.7611 - logcount_predictions_loss: 0.4347 94/2407 [>.............................] - ETA: 11:48 - loss: 522.5656 - logits_profile_predictions_loss: 517.7857 - logcount_predictions_loss: 0.4345 95/2407 [>.............................] - ETA: 11:48 - loss: 522.5924 - logits_profile_predictions_loss: 517.8142 - logcount_predictions_loss: 0.4344 96/2407 [>.............................] - ETA: 11:48 - loss: 522.6216 - logits_profile_predictions_loss: 517.8450 - logcount_predictions_loss: 0.4343 97/2407 [>.............................] - ETA: 11:47 - loss: 522.6526 - logits_profile_predictions_loss: 517.8774 - logcount_predictions_loss: 0.4341 98/2407 [>.............................] - ETA: 11:47 - loss: 522.6880 - logits_profile_predictions_loss: 517.9142 - logcount_predictions_loss: 0.4340 99/2407 [>.............................] - ETA: 11:47 - loss: 522.7172 - logits_profile_predictions_loss: 517.9449 - logcount_predictions_loss: 0.4339 100/2407 [>.............................] - ETA: 11:46 - loss: 522.7454 - logits_profile_predictions_loss: 517.9743 - logcount_predictions_loss: 0.4337 101/2407 [>.............................] - ETA: 11:46 - loss: 522.7748 - logits_profile_predictions_loss: 518.0051 - logcount_predictions_loss: 0.4336 102/2407 [>.............................] - ETA: 11:46 - loss: 522.8045 - logits_profile_predictions_loss: 518.0359 - logcount_predictions_loss: 0.4335 103/2407 [>.............................] - ETA: 11:46 - loss: 522.8380 - logits_profile_predictions_loss: 518.0708 - logcount_predictions_loss: 0.4334 104/2407 [>.............................] - ETA: 11:45 - loss: 522.8638 - logits_profile_predictions_loss: 518.0979 - logcount_predictions_loss: 0.4333 105/2407 [>.............................] - ETA: 11:45 - loss: 522.8874 - logits_profile_predictions_loss: 518.1227 - logcount_predictions_loss: 0.4332 106/2407 [>.............................] - ETA: 11:45 - loss: 522.9016 - logits_profile_predictions_loss: 518.1382 - logcount_predictions_loss: 0.4331 107/2407 [>.............................] - ETA: 11:44 - loss: 522.9097 - logits_profile_predictions_loss: 518.1474 - logcount_predictions_loss: 0.4329 108/2407 [>.............................] - ETA: 11:44 - loss: 522.9246 - logits_profile_predictions_loss: 518.1634 - logcount_predictions_loss: 0.4328 109/2407 [>.............................] - ETA: 11:44 - loss: 522.9426 - logits_profile_predictions_loss: 518.1824 - logcount_predictions_loss: 0.4327 110/2407 [>.............................] - ETA: 11:44 - loss: 522.9612 - logits_profile_predictions_loss: 518.2022 - logcount_predictions_loss: 0.4326 111/2407 [>.............................] - ETA: 11:43 - loss: 522.9753 - logits_profile_predictions_loss: 518.2175 - logcount_predictions_loss: 0.4325 112/2407 [>.............................] - ETA: 11:43 - loss: 522.9929 - logits_profile_predictions_loss: 518.2363 - logcount_predictions_loss: 0.4324 113/2407 [>.............................] - ETA: 11:43 - loss: 523.0032 - logits_profile_predictions_loss: 518.2479 - logcount_predictions_loss: 0.4323 114/2407 [>.............................] - ETA: 11:42 - loss: 523.0137 - logits_profile_predictions_loss: 518.2595 - logcount_predictions_loss: 0.4322 115/2407 [>.............................] - ETA: 11:42 - loss: 523.0200 - logits_profile_predictions_loss: 518.2671 - logcount_predictions_loss: 0.4321 116/2407 [>.............................] - ETA: 11:42 - loss: 523.0218 - logits_profile_predictions_loss: 518.2703 - logcount_predictions_loss: 0.4320 117/2407 [>.............................] - ETA: 11:41 - loss: 523.0265 - logits_profile_predictions_loss: 518.2763 - logcount_predictions_loss: 0.4318 118/2407 [>.............................] - ETA: 11:41 - loss: 523.0383 - logits_profile_predictions_loss: 518.2893 - logcount_predictions_loss: 0.4317 119/2407 [>.............................] - ETA: 11:41 - loss: 523.0486 - logits_profile_predictions_loss: 518.3007 - logcount_predictions_loss: 0.4316 120/2407 [>.............................] - ETA: 11:41 - loss: 523.0580 - logits_profile_predictions_loss: 518.3112 - logcount_predictions_loss: 0.4315 121/2407 [>.............................] - ETA: 11:40 - loss: 523.0642 - logits_profile_predictions_loss: 518.3185 - logcount_predictions_loss: 0.4314 122/2407 [>.............................] - ETA: 11:40 - loss: 523.0704 - logits_profile_predictions_loss: 518.3256 - logcount_predictions_loss: 0.4314 123/2407 [>.............................] - ETA: 11:40 - loss: 523.0827 - logits_profile_predictions_loss: 518.3388 - logcount_predictions_loss: 0.4313 124/2407 [>.............................] - ETA: 11:39 - loss: 523.0971 - 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[============================>.] - ETA: 16s - loss: 523.5096 - logits_profile_predictions_loss: 518.7899 - logcount_predictions_loss: 0.4290 2355/2407 [============================>.] - ETA: 15s - loss: 523.5091 - logits_profile_predictions_loss: 518.7894 - logcount_predictions_loss: 0.4290 2356/2407 [============================>.] - ETA: 15s - loss: 523.5087 - logits_profile_predictions_loss: 518.7890 - logcount_predictions_loss: 0.4290 2357/2407 [============================>.] - ETA: 15s - loss: 523.5083 - logits_profile_predictions_loss: 518.7886 - logcount_predictions_loss: 0.4290 2358/2407 [============================>.] - ETA: 15s - loss: 523.5079 - logits_profile_predictions_loss: 518.7882 - logcount_predictions_loss: 0.4290 2359/2407 [============================>.] - ETA: 14s - loss: 523.5074 - logits_profile_predictions_loss: 518.7878 - logcount_predictions_loss: 0.4290 2360/2407 [============================>.] - ETA: 14s - loss: 523.5070 - 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[============================>.] - ETA: 12s - loss: 523.5040 - logits_profile_predictions_loss: 518.7844 - logcount_predictions_loss: 0.4290 2368/2407 [============================>.] - ETA: 11s - loss: 523.5036 - logits_profile_predictions_loss: 518.7839 - logcount_predictions_loss: 0.4290 2369/2407 [============================>.] - ETA: 11s - loss: 523.5032 - logits_profile_predictions_loss: 518.7835 - logcount_predictions_loss: 0.4290 2370/2407 [============================>.] - ETA: 11s - loss: 523.5027 - logits_profile_predictions_loss: 518.7831 - logcount_predictions_loss: 0.4290 2371/2407 [============================>.] - ETA: 11s - loss: 523.5023 - logits_profile_predictions_loss: 518.7827 - logcount_predictions_loss: 0.4290 2372/2407 [============================>.] - ETA: 10s - loss: 523.5020 - logits_profile_predictions_loss: 518.7823 - logcount_predictions_loss: 0.4290 2373/2407 [============================>.] - ETA: 10s - loss: 523.5016 - 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[============================>.] - ETA: 8s - loss: 523.4988 - logits_profile_predictions_loss: 518.7791 - logcount_predictions_loss: 0.4290 2381/2407 [============================>.] - ETA: 7s - loss: 523.4983 - logits_profile_predictions_loss: 518.7787 - logcount_predictions_loss: 0.4290 2382/2407 [============================>.] - ETA: 7s - loss: 523.4979 - logits_profile_predictions_loss: 518.7782 - logcount_predictions_loss: 0.4290 2383/2407 [============================>.] - ETA: 7s - loss: 523.4974 - logits_profile_predictions_loss: 518.7778 - logcount_predictions_loss: 0.4290 2384/2407 [============================>.] - ETA: 7s - loss: 523.4970 - logits_profile_predictions_loss: 518.7774 - logcount_predictions_loss: 0.4290 2385/2407 [============================>.] - ETA: 6s - loss: 523.4966 - logits_profile_predictions_loss: 518.7769 - logcount_predictions_loss: 0.4290 2386/2407 [============================>.] - ETA: 6s - loss: 523.4961 - logits_profile_predictions_loss: 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2400/2407 [============================>.] - ETA: 2s - loss: 523.4895 - logits_profile_predictions_loss: 518.7698 - logcount_predictions_loss: 0.4290 2401/2407 [============================>.] - ETA: 1s - loss: 523.4890 - logits_profile_predictions_loss: 518.7694 - logcount_predictions_loss: 0.4290 2402/2407 [============================>.] - ETA: 1s - loss: 523.4886 - logits_profile_predictions_loss: 518.7689 - logcount_predictions_loss: 0.4290 2403/2407 [============================>.] - ETA: 1s - loss: 523.4881 - logits_profile_predictions_loss: 518.7684 - logcount_predictions_loss: 0.4290 2404/2407 [============================>.] - ETA: 0s - loss: 523.4876 - logits_profile_predictions_loss: 518.7679 - logcount_predictions_loss: 0.4290 2405/2407 [============================>.] - ETA: 0s - loss: 523.4871 - logits_profile_predictions_loss: 518.7674 - logcount_predictions_loss: 0.4290 2406/2407 [============================>.] - ETA: 0s - loss: 523.4866 - logits_profile_predictions_loss: 518.7669 - logcount_predictions_loss: 0.4290 2407/2407 [==============================] - ETA: 0s - loss: 523.4861 - logits_profile_predictions_loss: 518.7664 - logcount_predictions_loss: 0.4290 2407/2407 [==============================] - 770s 320ms/step - loss: 523.4856 - logits_profile_predictions_loss: 518.7659 - logcount_predictions_loss: 0.4290 - val_loss: 524.9280 - val_logits_profile_predictions_loss: 520.6282 - val_logcount_predictions_loss: 0.3909 Epoch 00005: val_loss improved from 528.69830 to 524.92798, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR780ABS//chrombppnet_model_encsr283tme_bias/chrombpnet.h5 Epoch 6/50 1/2407 [..............................] - ETA: 12:48 - loss: 548.6851 - logits_profile_predictions_loss: 543.1465 - logcount_predictions_loss: 0.5035 2/2407 [..............................] - ETA: 12:13 - loss: 562.7848 - logits_profile_predictions_loss: 556.9975 - logcount_predictions_loss: 0.5261 3/2407 [..............................] - ETA: 12:13 - loss: 549.2983 - logits_profile_predictions_loss: 543.7533 - logcount_predictions_loss: 0.5041 4/2407 [..............................] - ETA: 12:13 - loss: 536.3221 - logits_profile_predictions_loss: 531.0163 - logcount_predictions_loss: 0.4823 5/2407 [..............................] - ETA: 12:13 - loss: 530.7772 - logits_profile_predictions_loss: 525.6121 - logcount_predictions_loss: 0.4695 6/2407 [..............................] - ETA: 12:13 - loss: 528.3456 - logits_profile_predictions_loss: 523.1878 - logcount_predictions_loss: 0.4689 7/2407 [..............................] - ETA: 12:12 - loss: 527.8416 - logits_profile_predictions_loss: 522.6989 - logcount_predictions_loss: 0.4675 8/2407 [..............................] - ETA: 12:12 - loss: 526.2742 - logits_profile_predictions_loss: 521.1461 - logcount_predictions_loss: 0.4662 9/2407 [..............................] - ETA: 12:12 - loss: 525.4973 - 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[..............................] - ETA: 12:10 - loss: 526.4753 - logits_profile_predictions_loss: 521.4114 - logcount_predictions_loss: 0.4604 17/2407 [..............................] - ETA: 12:09 - loss: 526.5772 - logits_profile_predictions_loss: 521.5232 - logcount_predictions_loss: 0.4594 18/2407 [..............................] - ETA: 12:09 - loss: 526.8442 - logits_profile_predictions_loss: 521.8041 - logcount_predictions_loss: 0.4582 19/2407 [..............................] - ETA: 12:09 - loss: 526.9356 - logits_profile_predictions_loss: 521.9126 - logcount_predictions_loss: 0.4566 20/2407 [..............................] - ETA: 12:09 - loss: 527.0719 - logits_profile_predictions_loss: 522.0667 - logcount_predictions_loss: 0.4550 21/2407 [..............................] - ETA: 12:09 - loss: 527.2157 - logits_profile_predictions_loss: 522.2272 - logcount_predictions_loss: 0.4535 22/2407 [..............................] - ETA: 12:08 - loss: 527.3746 - 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[..............................] - ETA: 12:07 - loss: 526.9479 - logits_profile_predictions_loss: 522.0811 - logcount_predictions_loss: 0.4424 30/2407 [..............................] - ETA: 12:06 - loss: 526.8869 - logits_profile_predictions_loss: 522.0308 - logcount_predictions_loss: 0.4415 31/2407 [..............................] - ETA: 12:06 - loss: 526.7936 - logits_profile_predictions_loss: 521.9472 - logcount_predictions_loss: 0.4406 32/2407 [..............................] - ETA: 12:06 - loss: 526.7043 - logits_profile_predictions_loss: 521.8672 - logcount_predictions_loss: 0.4397 33/2407 [..............................] - ETA: 12:06 - loss: 526.5272 - logits_profile_predictions_loss: 521.6984 - logcount_predictions_loss: 0.4390 34/2407 [..............................] - ETA: 12:05 - loss: 526.3963 - logits_profile_predictions_loss: 521.5729 - logcount_predictions_loss: 0.4385 35/2407 [..............................] - ETA: 12:05 - loss: 526.2695 - 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[..............................] - ETA: 12:03 - loss: 524.8752 - logits_profile_predictions_loss: 520.0997 - logcount_predictions_loss: 0.4341 43/2407 [..............................] - ETA: 12:03 - loss: 524.7328 - logits_profile_predictions_loss: 519.9611 - logcount_predictions_loss: 0.4338 44/2407 [..............................] - ETA: 12:02 - loss: 524.5814 - logits_profile_predictions_loss: 519.8139 - logcount_predictions_loss: 0.4334 45/2407 [..............................] - ETA: 12:02 - loss: 524.4462 - logits_profile_predictions_loss: 519.6826 - logcount_predictions_loss: 0.4331 46/2407 [..............................] - ETA: 12:02 - loss: 524.2604 - logits_profile_predictions_loss: 519.5014 - logcount_predictions_loss: 0.4326 47/2407 [..............................] - ETA: 12:02 - loss: 524.0989 - logits_profile_predictions_loss: 519.3450 - logcount_predictions_loss: 0.4322 48/2407 [..............................] - ETA: 12:01 - loss: 524.0262 - 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[..............................] - ETA: 11:59 - loss: 523.5885 - logits_profile_predictions_loss: 518.8629 - logcount_predictions_loss: 0.4296 56/2407 [..............................] - ETA: 11:59 - loss: 523.5713 - logits_profile_predictions_loss: 518.8485 - logcount_predictions_loss: 0.4293 57/2407 [..............................] - ETA: 11:59 - loss: 523.5915 - logits_profile_predictions_loss: 518.8713 - logcount_predictions_loss: 0.4291 58/2407 [..............................] - ETA: 11:58 - loss: 523.6119 - logits_profile_predictions_loss: 518.8944 - logcount_predictions_loss: 0.4289 59/2407 [..............................] - ETA: 11:58 - loss: 523.6135 - logits_profile_predictions_loss: 518.8989 - logcount_predictions_loss: 0.4286 60/2407 [..............................] - ETA: 11:58 - loss: 523.6158 - logits_profile_predictions_loss: 518.9033 - logcount_predictions_loss: 0.4284 61/2407 [..............................] - ETA: 11:58 - loss: 523.6051 - 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[..............................] - ETA: 11:55 - loss: 524.0072 - logits_profile_predictions_loss: 519.3115 - logcount_predictions_loss: 0.4269 69/2407 [..............................] - ETA: 11:55 - loss: 524.0449 - logits_profile_predictions_loss: 519.3511 - logcount_predictions_loss: 0.4267 70/2407 [..............................] - ETA: 11:55 - loss: 524.0647 - logits_profile_predictions_loss: 519.3728 - logcount_predictions_loss: 0.4265 71/2407 [..............................] - ETA: 11:55 - loss: 524.1060 - logits_profile_predictions_loss: 519.4156 - logcount_predictions_loss: 0.4264 72/2407 [..............................] - ETA: 11:54 - loss: 524.1380 - logits_profile_predictions_loss: 519.4489 - logcount_predictions_loss: 0.4263 73/2407 [..............................] - ETA: 11:54 - loss: 524.1552 - logits_profile_predictions_loss: 519.4675 - logcount_predictions_loss: 0.4261 74/2407 [..............................] - ETA: 11:54 - loss: 524.1902 - 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[============================>.] - ETA: 15s - loss: 520.6956 - logits_profile_predictions_loss: 516.1732 - logcount_predictions_loss: 0.4111 2357/2407 [============================>.] - ETA: 15s - loss: 520.6953 - logits_profile_predictions_loss: 516.1729 - logcount_predictions_loss: 0.4111 2358/2407 [============================>.] - ETA: 15s - loss: 520.6950 - logits_profile_predictions_loss: 516.1727 - logcount_predictions_loss: 0.4111 2359/2407 [============================>.] - ETA: 14s - loss: 520.6948 - logits_profile_predictions_loss: 516.1724 - logcount_predictions_loss: 0.4111 2360/2407 [============================>.] - ETA: 14s - loss: 520.6945 - logits_profile_predictions_loss: 516.1722 - logcount_predictions_loss: 0.4111 2361/2407 [============================>.] - ETA: 14s - loss: 520.6942 - logits_profile_predictions_loss: 516.1719 - logcount_predictions_loss: 0.4111 2362/2407 [============================>.] - ETA: 13s - loss: 520.6939 - 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[============================>.] - ETA: 1s - loss: 520.6806 - logits_profile_predictions_loss: 516.1593 - logcount_predictions_loss: 0.4110 2403/2407 [============================>.] - ETA: 1s - loss: 520.6803 - logits_profile_predictions_loss: 516.1590 - logcount_predictions_loss: 0.4110 2404/2407 [============================>.] - ETA: 0s - loss: 520.6799 - logits_profile_predictions_loss: 516.1587 - logcount_predictions_loss: 0.4110 2405/2407 [============================>.] - ETA: 0s - loss: 520.6796 - logits_profile_predictions_loss: 516.1583 - logcount_predictions_loss: 0.4110 2406/2407 [============================>.] - ETA: 0s - loss: 520.6793 - logits_profile_predictions_loss: 516.1580 - logcount_predictions_loss: 0.4110 2407/2407 [==============================] - ETA: 0s - loss: 520.6789 - logits_profile_predictions_loss: 516.1577 - logcount_predictions_loss: 0.4110 2407/2407 [==============================] - 770s 320ms/step - loss: 520.6786 - logits_profile_predictions_loss: 516.1574 - logcount_predictions_loss: 0.4110 - val_loss: 520.7686 - val_logits_profile_predictions_loss: 516.5091 - val_logcount_predictions_loss: 0.3872 Epoch 00006: val_loss improved from 524.92798 to 520.76855, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR780ABS//chrombppnet_model_encsr283tme_bias/chrombpnet.h5 Epoch 7/50 1/2407 [..............................] - ETA: 12:47 - loss: 460.0725 - logits_profile_predictions_loss: 456.0788 - logcount_predictions_loss: 0.3631 2/2407 [..............................] - ETA: 12:12 - loss: 453.0504 - logits_profile_predictions_loss: 449.0323 - logcount_predictions_loss: 0.3653 3/2407 [..............................] - ETA: 12:12 - loss: 457.7665 - logits_profile_predictions_loss: 453.7842 - logcount_predictions_loss: 0.3620 4/2407 [..............................] - ETA: 12:13 - loss: 463.8405 - logits_profile_predictions_loss: 459.8554 - logcount_predictions_loss: 0.3623 5/2407 [..............................] - ETA: 12:13 - loss: 470.6311 - logits_profile_predictions_loss: 466.6108 - logcount_predictions_loss: 0.3655 6/2407 [..............................] - ETA: 12:13 - loss: 472.1808 - logits_profile_predictions_loss: 468.1654 - logcount_predictions_loss: 0.3650 7/2407 [..............................] - ETA: 12:12 - loss: 473.7334 - logits_profile_predictions_loss: 469.7199 - logcount_predictions_loss: 0.3649 8/2407 [..............................] - ETA: 12:12 - loss: 475.0480 - logits_profile_predictions_loss: 471.0410 - logcount_predictions_loss: 0.3643 9/2407 [..............................] - ETA: 12:12 - loss: 476.4059 - logits_profile_predictions_loss: 472.4035 - logcount_predictions_loss: 0.3639 10/2407 [..............................] - ETA: 12:12 - loss: 478.3249 - logits_profile_predictions_loss: 474.3350 - logcount_predictions_loss: 0.3627 11/2407 [..............................] - ETA: 12:11 - loss: 480.5982 - logits_profile_predictions_loss: 476.6183 - logcount_predictions_loss: 0.3618 12/2407 [..............................] - ETA: 12:11 - loss: 482.5480 - logits_profile_predictions_loss: 478.5794 - logcount_predictions_loss: 0.3608 13/2407 [..............................] - ETA: 12:11 - loss: 484.7920 - logits_profile_predictions_loss: 480.8273 - logcount_predictions_loss: 0.3604 14/2407 [..............................] - ETA: 12:10 - loss: 486.7298 - logits_profile_predictions_loss: 482.7628 - logcount_predictions_loss: 0.3606 15/2407 [..............................] - ETA: 12:10 - loss: 488.7044 - logits_profile_predictions_loss: 484.7396 - logcount_predictions_loss: 0.3604 16/2407 [..............................] - ETA: 12:10 - loss: 490.3137 - logits_profile_predictions_loss: 486.3554 - logcount_predictions_loss: 0.3598 17/2407 [..............................] - ETA: 12:10 - loss: 491.9027 - logits_profile_predictions_loss: 487.9495 - logcount_predictions_loss: 0.3594 18/2407 [..............................] - ETA: 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loss: 517.9121 - logits_profile_predictions_loss: 513.6020 - logcount_predictions_loss: 0.3918 2392/2407 [============================>.] - ETA: 4s - loss: 517.9117 - logits_profile_predictions_loss: 513.6016 - logcount_predictions_loss: 0.3918 2393/2407 [============================>.] - ETA: 4s - loss: 517.9113 - logits_profile_predictions_loss: 513.6013 - logcount_predictions_loss: 0.3918 2394/2407 [============================>.] - ETA: 3s - loss: 517.9109 - logits_profile_predictions_loss: 513.6009 - logcount_predictions_loss: 0.3918 2395/2407 [============================>.] - ETA: 3s - loss: 517.9106 - logits_profile_predictions_loss: 513.6005 - logcount_predictions_loss: 0.3918 2396/2407 [============================>.] - ETA: 3s - loss: 517.9102 - logits_profile_predictions_loss: 513.6002 - logcount_predictions_loss: 0.3918 2397/2407 [============================>.] - ETA: 3s - loss: 517.9099 - logits_profile_predictions_loss: 513.5998 - logcount_predictions_loss: 0.3918 2398/2407 [============================>.] - ETA: 2s - loss: 517.9095 - logits_profile_predictions_loss: 513.5994 - logcount_predictions_loss: 0.3918 2399/2407 [============================>.] - ETA: 2s - loss: 517.9091 - logits_profile_predictions_loss: 513.5991 - logcount_predictions_loss: 0.3918 2400/2407 [============================>.] - ETA: 2s - loss: 517.9088 - logits_profile_predictions_loss: 513.5987 - logcount_predictions_loss: 0.3918 2401/2407 [============================>.] - ETA: 1s - loss: 517.9084 - logits_profile_predictions_loss: 513.5983 - logcount_predictions_loss: 0.3918 2402/2407 [============================>.] - ETA: 1s - loss: 517.9080 - logits_profile_predictions_loss: 513.5979 - logcount_predictions_loss: 0.3918 2403/2407 [============================>.] - ETA: 1s - loss: 517.9077 - logits_profile_predictions_loss: 513.5976 - logcount_predictions_loss: 0.3918 2404/2407 [============================>.] - ETA: 0s - loss: 517.9073 - logits_profile_predictions_loss: 513.5972 - logcount_predictions_loss: 0.3918 2405/2407 [============================>.] - ETA: 0s - loss: 517.9070 - logits_profile_predictions_loss: 513.5969 - logcount_predictions_loss: 0.3918 2406/2407 [============================>.] - ETA: 0s - loss: 517.9066 - logits_profile_predictions_loss: 513.5965 - logcount_predictions_loss: 0.3918 2407/2407 [==============================] - ETA: 0s - loss: 517.9062 - logits_profile_predictions_loss: 513.5961 - logcount_predictions_loss: 0.3918 2407/2407 [==============================] - 770s 320ms/step - loss: 517.9059 - logits_profile_predictions_loss: 513.5958 - logcount_predictions_loss: 0.3918 - val_loss: 523.8290 - val_logits_profile_predictions_loss: 519.8727 - val_logcount_predictions_loss: 0.3596 Epoch 00007: val_loss did not improve from 520.76855 Epoch 8/50 1/2407 [..............................] - ETA: 12:45 - loss: 522.1868 - logits_profile_predictions_loss: 518.7358 - logcount_predictions_loss: 0.3137 2/2407 [..............................] - ETA: 12:13 - loss: 528.2850 - logits_profile_predictions_loss: 524.3611 - logcount_predictions_loss: 0.3567 3/2407 [..............................] - ETA: 12:13 - loss: 537.3784 - logits_profile_predictions_loss: 533.0562 - logcount_predictions_loss: 0.3929 4/2407 [..............................] - ETA: 12:13 - loss: 535.0109 - logits_profile_predictions_loss: 530.5122 - logcount_predictions_loss: 0.4090 5/2407 [..............................] - ETA: 12:13 - loss: 534.6074 - logits_profile_predictions_loss: 530.0016 - logcount_predictions_loss: 0.4187 6/2407 [..............................] - ETA: 12:13 - loss: 535.7184 - logits_profile_predictions_loss: 531.0225 - logcount_predictions_loss: 0.4269 7/2407 [..............................] - ETA: 12:13 - loss: 534.9219 - logits_profile_predictions_loss: 530.1852 - logcount_predictions_loss: 0.4306 8/2407 [..............................] - ETA: 12:13 - loss: 534.5395 - logits_profile_predictions_loss: 529.7830 - logcount_predictions_loss: 0.4324 9/2407 [..............................] - ETA: 12:13 - loss: 533.1226 - logits_profile_predictions_loss: 528.3622 - logcount_predictions_loss: 0.4328 10/2407 [..............................] - ETA: 12:12 - loss: 530.8180 - logits_profile_predictions_loss: 526.0728 - logcount_predictions_loss: 0.4314 11/2407 [..............................] - ETA: 12:12 - loss: 529.2123 - logits_profile_predictions_loss: 524.4613 - logcount_predictions_loss: 0.4319 12/2407 [..............................] - ETA: 12:12 - loss: 527.4722 - logits_profile_predictions_loss: 522.7155 - logcount_predictions_loss: 0.4324 13/2407 [..............................] - ETA: 12:12 - loss: 525.9387 - logits_profile_predictions_loss: 521.1845 - logcount_predictions_loss: 0.4322 14/2407 [..............................] - ETA: 12:12 - loss: 524.7064 - logits_profile_predictions_loss: 519.9511 - logcount_predictions_loss: 0.4323 15/2407 [..............................] - ETA: 12:11 - loss: 523.3730 - logits_profile_predictions_loss: 518.6197 - logcount_predictions_loss: 0.4321 16/2407 [..............................] - ETA: 12:11 - loss: 522.1208 - logits_profile_predictions_loss: 517.3765 - logcount_predictions_loss: 0.4313 17/2407 [..............................] - ETA: 12:11 - loss: 520.9292 - logits_profile_predictions_loss: 516.1971 - logcount_predictions_loss: 0.4302 18/2407 [..............................] - ETA: 12:11 - loss: 520.0632 - logits_profile_predictions_loss: 515.3397 - logcount_predictions_loss: 0.4294 19/2407 [..............................] - ETA: 12:10 - loss: 519.1005 - logits_profile_predictions_loss: 514.3893 - logcount_predictions_loss: 0.4283 20/2407 [..............................] - ETA: 12:10 - loss: 518.4548 - logits_profile_predictions_loss: 513.7525 - logcount_predictions_loss: 0.4275 21/2407 [..............................] - ETA: 12:10 - loss: 518.1214 - logits_profile_predictions_loss: 513.4277 - logcount_predictions_loss: 0.4267 22/2407 [..............................] - ETA: 12:10 - loss: 517.8824 - logits_profile_predictions_loss: 513.1971 - logcount_predictions_loss: 0.4259 23/2407 [..............................] - ETA: 12:09 - loss: 517.6825 - logits_profile_predictions_loss: 513.0058 - logcount_predictions_loss: 0.4252 24/2407 [..............................] - ETA: 12:09 - loss: 517.5058 - logits_profile_predictions_loss: 512.8384 - logcount_predictions_loss: 0.4243 25/2407 [..............................] - ETA: 12:09 - loss: 517.2570 - logits_profile_predictions_loss: 512.6013 - logcount_predictions_loss: 0.4232 26/2407 [..............................] - ETA: 12:09 - loss: 516.9875 - logits_profile_predictions_loss: 512.3419 - logcount_predictions_loss: 0.4223 27/2407 [..............................] - ETA: 12:08 - loss: 516.8067 - logits_profile_predictions_loss: 512.1717 - logcount_predictions_loss: 0.4214 28/2407 [..............................] - ETA: 12:08 - loss: 516.6356 - logits_profile_predictions_loss: 512.0130 - logcount_predictions_loss: 0.4202 29/2407 [..............................] - ETA: 12:08 - loss: 516.4551 - logits_profile_predictions_loss: 511.8423 - logcount_predictions_loss: 0.4194 30/2407 [..............................] - ETA: 12:08 - loss: 516.2526 - logits_profile_predictions_loss: 511.6489 - logcount_predictions_loss: 0.4185 31/2407 [..............................] - ETA: 12:07 - loss: 516.0708 - logits_profile_predictions_loss: 511.4765 - logcount_predictions_loss: 0.4177 32/2407 [..............................] - ETA: 12:07 - loss: 515.9193 - logits_profile_predictions_loss: 511.3328 - logcount_predictions_loss: 0.4170 33/2407 [..............................] - ETA: 12:07 - loss: 515.8169 - logits_profile_predictions_loss: 511.2384 - logcount_predictions_loss: 0.4162 34/2407 [..............................] - ETA: 12:06 - loss: 515.7840 - logits_profile_predictions_loss: 511.2127 - logcount_predictions_loss: 0.4156 35/2407 [..............................] - ETA: 12:06 - loss: 515.6719 - logits_profile_predictions_loss: 511.1080 - logcount_predictions_loss: 0.4149 36/2407 [..............................] - ETA: 12:06 - loss: 515.5713 - logits_profile_predictions_loss: 511.0142 - logcount_predictions_loss: 0.4143 37/2407 [..............................] - ETA: 12:05 - loss: 515.4050 - logits_profile_predictions_loss: 510.8550 - logcount_predictions_loss: 0.4136 38/2407 [..............................] - ETA: 12:05 - loss: 515.2858 - logits_profile_predictions_loss: 510.7423 - logcount_predictions_loss: 0.4131 39/2407 [..............................] - ETA: 12:05 - loss: 515.1902 - logits_profile_predictions_loss: 510.6524 - logcount_predictions_loss: 0.4125 40/2407 [..............................] - ETA: 12:05 - loss: 515.0508 - logits_profile_predictions_loss: 510.5191 - logcount_predictions_loss: 0.4120 41/2407 [..............................] - ETA: 12:04 - loss: 514.8970 - logits_profile_predictions_loss: 510.3714 - logcount_predictions_loss: 0.4114 42/2407 [..............................] - ETA: 12:04 - loss: 514.7809 - logits_profile_predictions_loss: 510.2611 - logcount_predictions_loss: 0.4109 43/2407 [..............................] - ETA: 12:04 - loss: 514.6942 - logits_profile_predictions_loss: 510.1804 - logcount_predictions_loss: 0.4104 44/2407 [..............................] - ETA: 12:04 - loss: 514.5940 - logits_profile_predictions_loss: 510.0859 - logcount_predictions_loss: 0.4098 45/2407 [..............................] - ETA: 12:04 - loss: 514.5191 - logits_profile_predictions_loss: 510.0176 - logcount_predictions_loss: 0.4092 46/2407 [..............................] - ETA: 12:03 - loss: 514.4608 - logits_profile_predictions_loss: 509.9657 - logcount_predictions_loss: 0.4087 47/2407 [..............................] - ETA: 12:03 - loss: 514.4000 - logits_profile_predictions_loss: 509.9107 - logcount_predictions_loss: 0.4081 48/2407 [..............................] - ETA: 12:03 - loss: 514.3534 - logits_profile_predictions_loss: 509.8697 - logcount_predictions_loss: 0.4076 49/2407 [..............................] - ETA: 12:03 - loss: 514.3229 - logits_profile_predictions_loss: 509.8448 - logcount_predictions_loss: 0.4071 50/2407 [..............................] - ETA: 12:02 - loss: 514.2503 - logits_profile_predictions_loss: 509.7779 - logcount_predictions_loss: 0.4066 51/2407 [..............................] - ETA: 12:02 - loss: 514.1415 - logits_profile_predictions_loss: 509.6746 - logcount_predictions_loss: 0.4061 52/2407 [..............................] - ETA: 12:02 - loss: 514.0638 - logits_profile_predictions_loss: 509.6020 - logcount_predictions_loss: 0.4056 53/2407 [..............................] - ETA: 12:01 - loss: 514.0074 - logits_profile_predictions_loss: 509.5505 - logcount_predictions_loss: 0.4052 54/2407 [..............................] - ETA: 12:01 - loss: 513.9697 - logits_profile_predictions_loss: 509.5173 - logcount_predictions_loss: 0.4048 55/2407 [..............................] - ETA: 12:01 - loss: 513.9244 - logits_profile_predictions_loss: 509.4765 - logcount_predictions_loss: 0.4044 56/2407 [..............................] - ETA: 12:00 - loss: 513.9083 - logits_profile_predictions_loss: 509.4644 - logcount_predictions_loss: 0.4040 57/2407 [..............................] - ETA: 12:00 - loss: 513.9160 - logits_profile_predictions_loss: 509.4762 - logcount_predictions_loss: 0.4036 58/2407 [..............................] - ETA: 12:00 - loss: 513.9156 - logits_profile_predictions_loss: 509.4802 - logcount_predictions_loss: 0.4032 59/2407 [..............................] - ETA: 12:00 - loss: 513.9237 - logits_profile_predictions_loss: 509.4926 - logcount_predictions_loss: 0.4028 60/2407 [..............................] - ETA: 11:59 - loss: 513.9408 - logits_profile_predictions_loss: 509.5139 - logcount_predictions_loss: 0.4024 61/2407 [..............................] - ETA: 11:59 - loss: 514.0056 - logits_profile_predictions_loss: 509.5830 - logcount_predictions_loss: 0.4021 62/2407 [..............................] - ETA: 11:59 - loss: 514.0671 - logits_profile_predictions_loss: 509.6485 - logcount_predictions_loss: 0.4017 63/2407 [..............................] - ETA: 11:58 - loss: 514.1003 - logits_profile_predictions_loss: 509.6857 - logcount_predictions_loss: 0.4013 64/2407 [..............................] - ETA: 11:58 - loss: 514.1489 - logits_profile_predictions_loss: 509.7377 - logcount_predictions_loss: 0.4010 65/2407 [..............................] - ETA: 11:58 - loss: 514.1994 - logits_profile_predictions_loss: 509.7915 - logcount_predictions_loss: 0.4007 66/2407 [..............................] - ETA: 11:57 - loss: 514.2208 - logits_profile_predictions_loss: 509.8163 - logcount_predictions_loss: 0.4004 67/2407 [..............................] - ETA: 11:57 - loss: 514.2798 - logits_profile_predictions_loss: 509.8782 - logcount_predictions_loss: 0.4001 68/2407 [..............................] - ETA: 11:57 - loss: 514.3339 - logits_profile_predictions_loss: 509.9351 - logcount_predictions_loss: 0.3999 69/2407 [..............................] - ETA: 11:56 - loss: 514.3958 - logits_profile_predictions_loss: 509.9994 - logcount_predictions_loss: 0.3997 70/2407 [..............................] - ETA: 11:56 - loss: 514.4743 - logits_profile_predictions_loss: 510.0805 - logcount_predictions_loss: 0.3994 71/2407 [..............................] - ETA: 11:56 - loss: 514.5370 - logits_profile_predictions_loss: 510.1457 - logcount_predictions_loss: 0.3992 72/2407 [..............................] - ETA: 11:56 - loss: 514.6278 - logits_profile_predictions_loss: 510.2388 - logcount_predictions_loss: 0.3990 73/2407 [..............................] - ETA: 11:55 - loss: 514.7117 - logits_profile_predictions_loss: 510.3251 - logcount_predictions_loss: 0.3988 74/2407 [..............................] - ETA: 11:55 - loss: 514.8051 - logits_profile_predictions_loss: 510.4206 - logcount_predictions_loss: 0.3986 75/2407 [..............................] - ETA: 11:55 - loss: 514.9252 - logits_profile_predictions_loss: 510.5427 - logcount_predictions_loss: 0.3984 76/2407 [..............................] - ETA: 11:54 - loss: 515.0525 - logits_profile_predictions_loss: 510.6718 - logcount_predictions_loss: 0.3983 77/2407 [..............................] - ETA: 11:54 - loss: 515.1641 - logits_profile_predictions_loss: 510.7853 - logcount_predictions_loss: 0.3981 78/2407 [..............................] - ETA: 11:54 - loss: 515.2674 - logits_profile_predictions_loss: 510.8906 - logcount_predictions_loss: 0.3979 79/2407 [..............................] - ETA: 11:53 - loss: 515.3648 - logits_profile_predictions_loss: 510.9900 - logcount_predictions_loss: 0.3977 80/2407 [..............................] - ETA: 11:53 - loss: 515.4478 - logits_profile_predictions_loss: 511.0750 - logcount_predictions_loss: 0.3975 81/2407 [>.............................] - ETA: 11:53 - loss: 515.5231 - logits_profile_predictions_loss: 511.1522 - logcount_predictions_loss: 0.3974 82/2407 [>.............................] - ETA: 11:52 - loss: 515.5921 - logits_profile_predictions_loss: 511.2230 - logcount_predictions_loss: 0.3972 83/2407 [>.............................] - ETA: 11:52 - loss: 515.6608 - logits_profile_predictions_loss: 511.2936 - logcount_predictions_loss: 0.3970 84/2407 [>.............................] - ETA: 11:52 - loss: 515.7361 - logits_profile_predictions_loss: 511.3706 - logcount_predictions_loss: 0.3969 85/2407 [>.............................] - ETA: 11:52 - loss: 515.8061 - logits_profile_predictions_loss: 511.4426 - logcount_predictions_loss: 0.3967 86/2407 [>.............................] - ETA: 11:51 - loss: 515.8779 - logits_profile_predictions_loss: 511.5166 - logcount_predictions_loss: 0.3965 87/2407 [>.............................] - ETA: 11:51 - loss: 515.9386 - logits_profile_predictions_loss: 511.5795 - logcount_predictions_loss: 0.3963 88/2407 [>.............................] - ETA: 11:51 - loss: 516.0029 - logits_profile_predictions_loss: 511.6457 - logcount_predictions_loss: 0.3961 89/2407 [>.............................] - ETA: 11:50 - loss: 516.0562 - logits_profile_predictions_loss: 511.7009 - logcount_predictions_loss: 0.3959 90/2407 [>.............................] - ETA: 11:50 - loss: 516.1052 - logits_profile_predictions_loss: 511.7518 - logcount_predictions_loss: 0.3958 91/2407 [>.............................] - ETA: 11:50 - loss: 516.1545 - logits_profile_predictions_loss: 511.8030 - logcount_predictions_loss: 0.3956 92/2407 [>.............................] - ETA: 11:50 - loss: 516.2022 - logits_profile_predictions_loss: 511.8527 - logcount_predictions_loss: 0.3954 93/2407 [>.............................] - ETA: 11:49 - loss: 516.2351 - logits_profile_predictions_loss: 511.8876 - logcount_predictions_loss: 0.3952 94/2407 [>.............................] - ETA: 11:49 - loss: 516.2622 - logits_profile_predictions_loss: 511.9168 - logcount_predictions_loss: 0.3950 95/2407 [>.............................] - ETA: 11:49 - loss: 516.2859 - logits_profile_predictions_loss: 511.9427 - logcount_predictions_loss: 0.3948 96/2407 [>.............................] - ETA: 11:48 - loss: 516.3014 - logits_profile_predictions_loss: 511.9604 - logcount_predictions_loss: 0.3946 97/2407 [>.............................] - ETA: 11:48 - loss: 516.3152 - logits_profile_predictions_loss: 511.9762 - logcount_predictions_loss: 0.3945 98/2407 [>.............................] - ETA: 11:48 - loss: 516.3355 - logits_profile_predictions_loss: 511.9986 - logcount_predictions_loss: 0.3943 99/2407 [>.............................] - ETA: 11:47 - loss: 516.3560 - logits_profile_predictions_loss: 512.0209 - logcount_predictions_loss: 0.3941 100/2407 [>.............................] - ETA: 11:47 - loss: 516.3839 - logits_profile_predictions_loss: 512.0508 - logcount_predictions_loss: 0.3939 101/2407 [>.............................] - ETA: 11:47 - loss: 516.4076 - logits_profile_predictions_loss: 512.0763 - logcount_predictions_loss: 0.3938 102/2407 [>.............................] - ETA: 11:46 - loss: 516.4195 - logits_profile_predictions_loss: 512.0902 - logcount_predictions_loss: 0.3936 103/2407 [>.............................] - ETA: 11:46 - loss: 516.4332 - logits_profile_predictions_loss: 512.1059 - logcount_predictions_loss: 0.3934 104/2407 [>.............................] - ETA: 11:46 - loss: 516.4561 - logits_profile_predictions_loss: 512.1306 - logcount_predictions_loss: 0.3932 105/2407 [>.............................] - ETA: 11:46 - loss: 516.4807 - logits_profile_predictions_loss: 512.1571 - logcount_predictions_loss: 0.3931 106/2407 [>.............................] - ETA: 11:45 - loss: 516.5002 - logits_profile_predictions_loss: 512.1784 - logcount_predictions_loss: 0.3929 107/2407 [>.............................] - ETA: 11:45 - loss: 516.5104 - logits_profile_predictions_loss: 512.1905 - logcount_predictions_loss: 0.3927 108/2407 [>.............................] - ETA: 11:45 - loss: 516.5169 - logits_profile_predictions_loss: 512.1989 - logcount_predictions_loss: 0.3926 109/2407 [>.............................] - ETA: 11:44 - loss: 516.5206 - logits_profile_predictions_loss: 512.2045 - logcount_predictions_loss: 0.3924 110/2407 [>.............................] - ETA: 11:44 - loss: 516.5211 - logits_profile_predictions_loss: 512.2067 - logcount_predictions_loss: 0.3922 111/2407 [>.............................] - ETA: 11:44 - loss: 516.5213 - logits_profile_predictions_loss: 512.2086 - logcount_predictions_loss: 0.3921 112/2407 [>.............................] - ETA: 11:43 - loss: 516.5148 - logits_profile_predictions_loss: 512.2039 - logcount_predictions_loss: 0.3919 113/2407 [>.............................] - ETA: 11:43 - loss: 516.5072 - logits_profile_predictions_loss: 512.1980 - logcount_predictions_loss: 0.3918 114/2407 [>.............................] - ETA: 11:43 - loss: 516.4997 - logits_profile_predictions_loss: 512.1921 - logcount_predictions_loss: 0.3916 115/2407 [>.............................] - ETA: 11:43 - loss: 516.4950 - logits_profile_predictions_loss: 512.1890 - logcount_predictions_loss: 0.3915 116/2407 [>.............................] - ETA: 11:42 - loss: 516.4823 - logits_profile_predictions_loss: 512.1777 - logcount_predictions_loss: 0.3913 117/2407 [>.............................] - ETA: 11:42 - loss: 516.4747 - logits_profile_predictions_loss: 512.1715 - logcount_predictions_loss: 0.3912 118/2407 [>.............................] - ETA: 11:42 - loss: 516.4648 - logits_profile_predictions_loss: 512.1631 - logcount_predictions_loss: 0.3911 119/2407 [>.............................] - ETA: 11:41 - loss: 516.4529 - logits_profile_predictions_loss: 512.1526 - logcount_predictions_loss: 0.3909 120/2407 [>.............................] - ETA: 11:41 - loss: 516.4419 - logits_profile_predictions_loss: 512.1430 - logcount_predictions_loss: 0.3908 121/2407 [>.............................] - ETA: 11:41 - loss: 516.4295 - logits_profile_predictions_loss: 512.1319 - logcount_predictions_loss: 0.3907 122/2407 [>.............................] - ETA: 11:40 - loss: 516.4175 - logits_profile_predictions_loss: 512.1214 - logcount_predictions_loss: 0.3906 123/2407 [>.............................] - ETA: 11:40 - loss: 516.4079 - logits_profile_predictions_loss: 512.1132 - logcount_predictions_loss: 0.3904 124/2407 [>.............................] - ETA: 11:40 - loss: 516.4053 - logits_profile_predictions_loss: 512.1120 - logcount_predictions_loss: 0.3903 125/2407 [>.............................] - ETA: 11:40 - loss: 516.4007 - 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[============================>.] - ETA: 19s - loss: 516.0382 - logits_profile_predictions_loss: 511.8846 - logcount_predictions_loss: 0.3776 2343/2407 [============================>.] - ETA: 19s - loss: 516.0379 - logits_profile_predictions_loss: 511.8843 - logcount_predictions_loss: 0.3776 2344/2407 [============================>.] - ETA: 19s - loss: 516.0376 - logits_profile_predictions_loss: 511.8840 - logcount_predictions_loss: 0.3776 2345/2407 [============================>.] - ETA: 19s - loss: 516.0373 - logits_profile_predictions_loss: 511.8837 - logcount_predictions_loss: 0.3776 2346/2407 [============================>.] - ETA: 18s - loss: 516.0370 - logits_profile_predictions_loss: 511.8834 - logcount_predictions_loss: 0.3776 2347/2407 [============================>.] - ETA: 18s - loss: 516.0367 - logits_profile_predictions_loss: 511.8831 - logcount_predictions_loss: 0.3776 2348/2407 [============================>.] - ETA: 18s - loss: 516.0363 - logits_profile_predictions_loss: 511.8827 - logcount_predictions_loss: 0.3776 2349/2407 [============================>.] - ETA: 17s - loss: 516.0360 - logits_profile_predictions_loss: 511.8824 - logcount_predictions_loss: 0.3776 2350/2407 [============================>.] - ETA: 17s - loss: 516.0357 - logits_profile_predictions_loss: 511.8820 - logcount_predictions_loss: 0.3776 2351/2407 [============================>.] - ETA: 17s - loss: 516.0353 - logits_profile_predictions_loss: 511.8817 - logcount_predictions_loss: 0.3776 2352/2407 [============================>.] - ETA: 16s - loss: 516.0350 - logits_profile_predictions_loss: 511.8813 - logcount_predictions_loss: 0.3776 2353/2407 [============================>.] - ETA: 16s - loss: 516.0346 - logits_profile_predictions_loss: 511.8810 - logcount_predictions_loss: 0.3776 2354/2407 [============================>.] - ETA: 16s - loss: 516.0343 - logits_profile_predictions_loss: 511.8806 - logcount_predictions_loss: 0.3776 2355/2407 [============================>.] - ETA: 15s - loss: 516.0339 - logits_profile_predictions_loss: 511.8803 - logcount_predictions_loss: 0.3776 2356/2407 [============================>.] - ETA: 15s - loss: 516.0336 - logits_profile_predictions_loss: 511.8799 - logcount_predictions_loss: 0.3776 2357/2407 [============================>.] - ETA: 15s - loss: 516.0333 - logits_profile_predictions_loss: 511.8796 - logcount_predictions_loss: 0.3776 2358/2407 [============================>.] - ETA: 15s - loss: 516.0329 - logits_profile_predictions_loss: 511.8792 - logcount_predictions_loss: 0.3776 2359/2407 [============================>.] - ETA: 14s - loss: 516.0326 - logits_profile_predictions_loss: 511.8789 - logcount_predictions_loss: 0.3776 2360/2407 [============================>.] - ETA: 14s - loss: 516.0322 - logits_profile_predictions_loss: 511.8785 - logcount_predictions_loss: 0.3776 2361/2407 [============================>.] - ETA: 14s - loss: 516.0318 - logits_profile_predictions_loss: 511.8781 - logcount_predictions_loss: 0.3776 2362/2407 [============================>.] - ETA: 13s - loss: 516.0315 - logits_profile_predictions_loss: 511.8778 - logcount_predictions_loss: 0.3776 2363/2407 [============================>.] - ETA: 13s - loss: 516.0311 - logits_profile_predictions_loss: 511.8774 - logcount_predictions_loss: 0.3776 2364/2407 [============================>.] - ETA: 13s - loss: 516.0307 - logits_profile_predictions_loss: 511.8770 - logcount_predictions_loss: 0.3776 2365/2407 [============================>.] - ETA: 12s - loss: 516.0304 - logits_profile_predictions_loss: 511.8767 - logcount_predictions_loss: 0.3776 2366/2407 [============================>.] - ETA: 12s - loss: 516.0300 - logits_profile_predictions_loss: 511.8763 - logcount_predictions_loss: 0.3776 2367/2407 [============================>.] - ETA: 12s - loss: 516.0297 - logits_profile_predictions_loss: 511.8760 - logcount_predictions_loss: 0.3776 2368/2407 [============================>.] - ETA: 11s - loss: 516.0294 - logits_profile_predictions_loss: 511.8756 - logcount_predictions_loss: 0.3776 2369/2407 [============================>.] - ETA: 11s - loss: 516.0290 - logits_profile_predictions_loss: 511.8753 - logcount_predictions_loss: 0.3776 2370/2407 [============================>.] - ETA: 11s - loss: 516.0287 - logits_profile_predictions_loss: 511.8749 - logcount_predictions_loss: 0.3776 2371/2407 [============================>.] - ETA: 11s - loss: 516.0283 - logits_profile_predictions_loss: 511.8745 - logcount_predictions_loss: 0.3776 2372/2407 [============================>.] - ETA: 10s - loss: 516.0279 - logits_profile_predictions_loss: 511.8742 - logcount_predictions_loss: 0.3776 2373/2407 [============================>.] - ETA: 10s - loss: 516.0276 - logits_profile_predictions_loss: 511.8738 - logcount_predictions_loss: 0.3776 2374/2407 [============================>.] - ETA: 10s - loss: 516.0272 - logits_profile_predictions_loss: 511.8734 - logcount_predictions_loss: 0.3776 2375/2407 [============================>.] - ETA: 9s - loss: 516.0268 - logits_profile_predictions_loss: 511.8730 - logcount_predictions_loss: 0.3776  2376/2407 [============================>.] - ETA: 9s - loss: 516.0264 - logits_profile_predictions_loss: 511.8726 - logcount_predictions_loss: 0.3776 2377/2407 [============================>.] - ETA: 9s - loss: 516.0260 - logits_profile_predictions_loss: 511.8722 - logcount_predictions_loss: 0.3776 2378/2407 [============================>.] - ETA: 8s - loss: 516.0256 - logits_profile_predictions_loss: 511.8718 - logcount_predictions_loss: 0.3776 2379/2407 [============================>.] - ETA: 8s - loss: 516.0252 - logits_profile_predictions_loss: 511.8714 - logcount_predictions_loss: 0.3776 2380/2407 [============================>.] - ETA: 8s - loss: 516.0248 - logits_profile_predictions_loss: 511.8710 - logcount_predictions_loss: 0.3776 2381/2407 [============================>.] - ETA: 7s - loss: 516.0244 - logits_profile_predictions_loss: 511.8706 - logcount_predictions_loss: 0.3776 2382/2407 [============================>.] - ETA: 7s - loss: 516.0240 - logits_profile_predictions_loss: 511.8702 - logcount_predictions_loss: 0.3776 2383/2407 [============================>.] - ETA: 7s - loss: 516.0236 - logits_profile_predictions_loss: 511.8698 - logcount_predictions_loss: 0.3776 2384/2407 [============================>.] - ETA: 7s - loss: 516.0232 - logits_profile_predictions_loss: 511.8694 - logcount_predictions_loss: 0.3776 2385/2407 [============================>.] - ETA: 6s - loss: 516.0228 - logits_profile_predictions_loss: 511.8690 - logcount_predictions_loss: 0.3776 2386/2407 [============================>.] - ETA: 6s - loss: 516.0224 - logits_profile_predictions_loss: 511.8686 - logcount_predictions_loss: 0.3776 2387/2407 [============================>.] - ETA: 6s - loss: 516.0220 - logits_profile_predictions_loss: 511.8682 - logcount_predictions_loss: 0.3776 2388/2407 [============================>.] - ETA: 5s - loss: 516.0216 - logits_profile_predictions_loss: 511.8678 - logcount_predictions_loss: 0.3776 2389/2407 [============================>.] - ETA: 5s - loss: 516.0212 - logits_profile_predictions_loss: 511.8674 - logcount_predictions_loss: 0.3776 2390/2407 [============================>.] - ETA: 5s - loss: 516.0208 - logits_profile_predictions_loss: 511.8669 - logcount_predictions_loss: 0.3776 2391/2407 [============================>.] - ETA: 4s - loss: 516.0204 - logits_profile_predictions_loss: 511.8665 - logcount_predictions_loss: 0.3776 2392/2407 [============================>.] - ETA: 4s - loss: 516.0200 - logits_profile_predictions_loss: 511.8661 - logcount_predictions_loss: 0.3776 2393/2407 [============================>.] - ETA: 4s - loss: 516.0195 - logits_profile_predictions_loss: 511.8657 - logcount_predictions_loss: 0.3776 2394/2407 [============================>.] - ETA: 3s - loss: 516.0191 - logits_profile_predictions_loss: 511.8653 - logcount_predictions_loss: 0.3776 2395/2407 [============================>.] - ETA: 3s - loss: 516.0187 - logits_profile_predictions_loss: 511.8649 - logcount_predictions_loss: 0.3776 2396/2407 [============================>.] - ETA: 3s - loss: 516.0183 - logits_profile_predictions_loss: 511.8645 - logcount_predictions_loss: 0.3776 2397/2407 [============================>.] - ETA: 3s - loss: 516.0179 - logits_profile_predictions_loss: 511.8641 - logcount_predictions_loss: 0.3776 2398/2407 [============================>.] - ETA: 2s - loss: 516.0175 - logits_profile_predictions_loss: 511.8637 - logcount_predictions_loss: 0.3776 2399/2407 [============================>.] - ETA: 2s - loss: 516.0171 - logits_profile_predictions_loss: 511.8633 - logcount_predictions_loss: 0.3776 2400/2407 [============================>.] - ETA: 2s - loss: 516.0167 - logits_profile_predictions_loss: 511.8628 - logcount_predictions_loss: 0.3776 2401/2407 [============================>.] - ETA: 1s - loss: 516.0163 - logits_profile_predictions_loss: 511.8624 - logcount_predictions_loss: 0.3776 2402/2407 [============================>.] - ETA: 1s - loss: 516.0159 - logits_profile_predictions_loss: 511.8620 - logcount_predictions_loss: 0.3776 2403/2407 [============================>.] - ETA: 1s - loss: 516.0155 - logits_profile_predictions_loss: 511.8616 - logcount_predictions_loss: 0.3776 2404/2407 [============================>.] - ETA: 0s - loss: 516.0150 - logits_profile_predictions_loss: 511.8611 - logcount_predictions_loss: 0.3776 2405/2407 [============================>.] - ETA: 0s - loss: 516.0145 - logits_profile_predictions_loss: 511.8606 - logcount_predictions_loss: 0.3776 2406/2407 [============================>.] - ETA: 0s - loss: 516.0141 - logits_profile_predictions_loss: 511.8602 - logcount_predictions_loss: 0.3776 2407/2407 [==============================] - ETA: 0s - loss: 516.0136 - logits_profile_predictions_loss: 511.8597 - logcount_predictions_loss: 0.3776 2407/2407 [==============================] - 770s 320ms/step - loss: 516.0132 - logits_profile_predictions_loss: 511.8593 - logcount_predictions_loss: 0.3776 - val_loss: 522.9818 - val_logits_profile_predictions_loss: 519.3138 - val_logcount_predictions_loss: 0.3334 Epoch 00008: val_loss did not improve from 520.76855 Epoch 9/50 1/2407 [..............................] - ETA: 12:40 - loss: 499.4620 - logits_profile_predictions_loss: 496.2145 - logcount_predictions_loss: 0.2952 2/2407 [..............................] - ETA: 12:13 - loss: 529.1959 - logits_profile_predictions_loss: 525.6254 - logcount_predictions_loss: 0.3246 3/2407 [..............................] - ETA: 12:12 - loss: 533.7126 - logits_profile_predictions_loss: 530.0783 - logcount_predictions_loss: 0.3304 4/2407 [..............................] - ETA: 12:13 - loss: 533.8682 - logits_profile_predictions_loss: 530.1950 - logcount_predictions_loss: 0.3339 5/2407 [..............................] - ETA: 12:13 - loss: 531.2539 - logits_profile_predictions_loss: 527.5549 - logcount_predictions_loss: 0.3363 6/2407 [..............................] - ETA: 12:13 - loss: 529.2486 - logits_profile_predictions_loss: 525.5208 - logcount_predictions_loss: 0.3389 7/2407 [..............................] - ETA: 12:13 - loss: 528.7305 - logits_profile_predictions_loss: 524.9609 - logcount_predictions_loss: 0.3427 8/2407 [..............................] - ETA: 12:12 - loss: 527.1854 - logits_profile_predictions_loss: 523.3977 - logcount_predictions_loss: 0.3443 9/2407 [..............................] - ETA: 12:12 - loss: 526.7505 - logits_profile_predictions_loss: 522.9266 - logcount_predictions_loss: 0.3476 10/2407 [..............................] - ETA: 12:12 - loss: 525.9906 - logits_profile_predictions_loss: 522.1455 - logcount_predictions_loss: 0.3496 11/2407 [..............................] - ETA: 12:12 - loss: 525.1103 - logits_profile_predictions_loss: 521.2497 - logcount_predictions_loss: 0.3510 12/2407 [..............................] - ETA: 12:12 - loss: 525.0324 - logits_profile_predictions_loss: 521.1493 - logcount_predictions_loss: 0.3530 13/2407 [..............................] - ETA: 12:11 - loss: 524.7400 - logits_profile_predictions_loss: 520.8461 - logcount_predictions_loss: 0.3540 14/2407 [..............................] - ETA: 12:11 - loss: 524.5443 - logits_profile_predictions_loss: 520.6381 - logcount_predictions_loss: 0.3551 15/2407 [..............................] - ETA: 12:11 - loss: 524.6815 - logits_profile_predictions_loss: 520.7677 - logcount_predictions_loss: 0.3558 16/2407 [..............................] - ETA: 12:11 - loss: 525.3249 - logits_profile_predictions_loss: 521.3966 - logcount_predictions_loss: 0.3571 17/2407 [..............................] - ETA: 12:10 - loss: 525.7597 - logits_profile_predictions_loss: 521.8171 - logcount_predictions_loss: 0.3584 18/2407 [..............................] - ETA: 12:10 - loss: 526.1432 - logits_profile_predictions_loss: 522.1834 - logcount_predictions_loss: 0.3600 19/2407 [..............................] - ETA: 12:10 - loss: 526.4962 - logits_profile_predictions_loss: 522.5218 - logcount_predictions_loss: 0.3613 20/2407 [..............................] - ETA: 12:10 - loss: 526.6724 - logits_profile_predictions_loss: 522.6878 - logcount_predictions_loss: 0.3622 21/2407 [..............................] - ETA: 12:09 - loss: 526.6612 - logits_profile_predictions_loss: 522.6712 - logcount_predictions_loss: 0.3627 22/2407 [..............................] - ETA: 12:09 - loss: 526.6626 - logits_profile_predictions_loss: 522.6672 - logcount_predictions_loss: 0.3632 23/2407 [..............................] - ETA: 12:09 - loss: 526.6928 - logits_profile_predictions_loss: 522.6934 - logcount_predictions_loss: 0.3636 24/2407 [..............................] - ETA: 12:09 - loss: 526.7523 - logits_profile_predictions_loss: 522.7460 - logcount_predictions_loss: 0.3642 25/2407 [..............................] - ETA: 12:08 - loss: 526.6819 - logits_profile_predictions_loss: 522.6726 - logcount_predictions_loss: 0.3645 26/2407 [..............................] - ETA: 12:08 - loss: 526.5468 - logits_profile_predictions_loss: 522.5359 - logcount_predictions_loss: 0.3646 27/2407 [..............................] - ETA: 12:08 - loss: 526.3482 - logits_profile_predictions_loss: 522.3352 - logcount_predictions_loss: 0.3648 28/2407 [..............................] - ETA: 12:08 - loss: 525.9995 - logits_profile_predictions_loss: 521.9861 - logcount_predictions_loss: 0.3649 29/2407 [..............................] - ETA: 12:07 - loss: 525.7916 - logits_profile_predictions_loss: 521.7777 - logcount_predictions_loss: 0.3649 30/2407 [..............................] - ETA: 12:07 - loss: 525.5633 - logits_profile_predictions_loss: 521.5494 - logcount_predictions_loss: 0.3649 31/2407 [..............................] - ETA: 12:07 - loss: 525.2941 - logits_profile_predictions_loss: 521.2797 - logcount_predictions_loss: 0.3649 32/2407 [..............................] - ETA: 12:06 - loss: 525.0671 - logits_profile_predictions_loss: 521.0502 - logcount_predictions_loss: 0.3652 33/2407 [..............................] - ETA: 12:06 - loss: 524.7800 - logits_profile_predictions_loss: 520.7614 - logcount_predictions_loss: 0.3653 34/2407 [..............................] - ETA: 12:06 - loss: 524.5299 - logits_profile_predictions_loss: 520.5083 - logcount_predictions_loss: 0.3656 35/2407 [..............................] - ETA: 12:06 - loss: 524.2589 - logits_profile_predictions_loss: 520.2348 - logcount_predictions_loss: 0.3658 36/2407 [..............................] - ETA: 12:05 - loss: 524.0434 - logits_profile_predictions_loss: 520.0167 - logcount_predictions_loss: 0.3661 37/2407 [..............................] - ETA: 12:05 - loss: 523.8846 - logits_profile_predictions_loss: 519.8559 - logcount_predictions_loss: 0.3662 38/2407 [..............................] - ETA: 12:05 - loss: 523.7143 - logits_profile_predictions_loss: 519.6841 - logcount_predictions_loss: 0.3664 39/2407 [..............................] - ETA: 12:05 - loss: 523.6461 - logits_profile_predictions_loss: 519.6138 - logcount_predictions_loss: 0.3666 40/2407 [..............................] - ETA: 12:05 - loss: 523.5985 - logits_profile_predictions_loss: 519.5645 - logcount_predictions_loss: 0.3667 41/2407 [..............................] - ETA: 12:04 - loss: 523.5742 - logits_profile_predictions_loss: 519.5389 - logcount_predictions_loss: 0.3668 42/2407 [..............................] - ETA: 12:04 - loss: 523.5220 - logits_profile_predictions_loss: 519.4855 - logcount_predictions_loss: 0.3670 43/2407 [..............................] - ETA: 12:04 - loss: 523.4666 - logits_profile_predictions_loss: 519.4299 - logcount_predictions_loss: 0.3670 44/2407 [..............................] - ETA: 12:03 - loss: 523.3608 - logits_profile_predictions_loss: 519.3238 - logcount_predictions_loss: 0.3670 45/2407 [..............................] - ETA: 12:03 - loss: 523.2948 - logits_profile_predictions_loss: 519.2579 - logcount_predictions_loss: 0.3670 46/2407 [..............................] - ETA: 12:03 - loss: 523.2603 - logits_profile_predictions_loss: 519.2229 - logcount_predictions_loss: 0.3670 47/2407 [..............................] - ETA: 12:03 - loss: 523.2506 - logits_profile_predictions_loss: 519.2125 - logcount_predictions_loss: 0.3671 48/2407 [..............................] - ETA: 12:02 - loss: 523.2660 - logits_profile_predictions_loss: 519.2271 - logcount_predictions_loss: 0.3672 49/2407 [..............................] - ETA: 12:02 - loss: 523.2702 - logits_profile_predictions_loss: 519.2311 - logcount_predictions_loss: 0.3672 50/2407 [..............................] - ETA: 12:02 - loss: 523.3079 - logits_profile_predictions_loss: 519.2683 - logcount_predictions_loss: 0.3672 51/2407 [..............................] - ETA: 12:01 - loss: 523.3211 - logits_profile_predictions_loss: 519.2806 - logcount_predictions_loss: 0.3673 52/2407 [..............................] - ETA: 12:01 - loss: 523.3338 - logits_profile_predictions_loss: 519.2930 - logcount_predictions_loss: 0.3673 53/2407 [..............................] - ETA: 12:01 - loss: 523.3771 - logits_profile_predictions_loss: 519.3362 - logcount_predictions_loss: 0.3674 54/2407 [..............................] - ETA: 12:00 - loss: 523.4192 - logits_profile_predictions_loss: 519.3786 - logcount_predictions_loss: 0.3673 55/2407 [..............................] - ETA: 12:00 - loss: 523.5023 - logits_profile_predictions_loss: 519.4616 - logcount_predictions_loss: 0.3673 56/2407 [..............................] - ETA: 12:00 - loss: 523.5702 - logits_profile_predictions_loss: 519.5298 - logcount_predictions_loss: 0.3673 57/2407 [..............................] - ETA: 12:00 - loss: 523.6148 - logits_profile_predictions_loss: 519.5748 - logcount_predictions_loss: 0.3673 58/2407 [..............................] - ETA: 11:59 - loss: 523.6750 - logits_profile_predictions_loss: 519.6355 - logcount_predictions_loss: 0.3672 59/2407 [..............................] - ETA: 11:59 - loss: 523.7482 - logits_profile_predictions_loss: 519.7090 - logcount_predictions_loss: 0.3672 60/2407 [..............................] - ETA: 11:59 - loss: 523.7998 - logits_profile_predictions_loss: 519.7605 - logcount_predictions_loss: 0.3672 61/2407 [..............................] - ETA: 11:58 - loss: 523.8503 - logits_profile_predictions_loss: 519.8113 - logcount_predictions_loss: 0.3672 62/2407 [..............................] - ETA: 11:58 - loss: 523.9086 - logits_profile_predictions_loss: 519.8699 - logcount_predictions_loss: 0.3672 63/2407 [..............................] - ETA: 11:58 - loss: 523.9762 - logits_profile_predictions_loss: 519.9374 - logcount_predictions_loss: 0.3672 64/2407 [..............................] - ETA: 11:57 - loss: 524.0433 - logits_profile_predictions_loss: 520.0048 - logcount_predictions_loss: 0.3671 65/2407 [..............................] - ETA: 11:57 - loss: 524.0905 - logits_profile_predictions_loss: 520.0523 - logcount_predictions_loss: 0.3671 66/2407 [..............................] - ETA: 11:57 - loss: 524.1178 - logits_profile_predictions_loss: 520.0799 - logcount_predictions_loss: 0.3671 67/2407 [..............................] - ETA: 11:57 - loss: 524.1284 - logits_profile_predictions_loss: 520.0908 - logcount_predictions_loss: 0.3671 68/2407 [..............................] - ETA: 11:56 - loss: 524.1384 - logits_profile_predictions_loss: 520.1014 - logcount_predictions_loss: 0.3670 69/2407 [..............................] - ETA: 11:56 - loss: 524.1495 - logits_profile_predictions_loss: 520.1135 - logcount_predictions_loss: 0.3669 70/2407 [..............................] - ETA: 11:56 - loss: 524.1473 - logits_profile_predictions_loss: 520.1120 - logcount_predictions_loss: 0.3668 71/2407 [..............................] - ETA: 11:55 - loss: 524.1410 - logits_profile_predictions_loss: 520.1064 - logcount_predictions_loss: 0.3668 72/2407 [..............................] - ETA: 11:55 - loss: 524.1499 - logits_profile_predictions_loss: 520.1159 - logcount_predictions_loss: 0.3667 73/2407 [..............................] - ETA: 11:55 - loss: 524.1444 - logits_profile_predictions_loss: 520.1111 - logcount_predictions_loss: 0.3667 74/2407 [..............................] - ETA: 11:54 - loss: 524.1423 - logits_profile_predictions_loss: 520.1097 - logcount_predictions_loss: 0.3666 75/2407 [..............................] - ETA: 11:54 - loss: 524.1453 - logits_profile_predictions_loss: 520.1133 - logcount_predictions_loss: 0.3665 76/2407 [..............................] - ETA: 11:54 - loss: 524.1528 - 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[============================>.] - ETA: 15s - loss: 513.4631 - logits_profile_predictions_loss: 509.4026 - logcount_predictions_loss: 0.3691 2359/2407 [============================>.] - ETA: 14s - loss: 513.4627 - logits_profile_predictions_loss: 509.4023 - logcount_predictions_loss: 0.3691 2360/2407 [============================>.] - ETA: 14s - loss: 513.4623 - logits_profile_predictions_loss: 509.4019 - logcount_predictions_loss: 0.3691 2361/2407 [============================>.] - ETA: 14s - loss: 513.4620 - logits_profile_predictions_loss: 509.4016 - logcount_predictions_loss: 0.3691 2362/2407 [============================>.] - ETA: 13s - loss: 513.4616 - logits_profile_predictions_loss: 509.4012 - logcount_predictions_loss: 0.3691 2363/2407 [============================>.] - ETA: 13s - loss: 513.4612 - logits_profile_predictions_loss: 509.4009 - logcount_predictions_loss: 0.3691 2364/2407 [============================>.] - ETA: 13s - loss: 513.4609 - 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[============================>.] - ETA: 11s - loss: 513.4583 - logits_profile_predictions_loss: 509.3980 - logcount_predictions_loss: 0.3691 2372/2407 [============================>.] - ETA: 10s - loss: 513.4579 - logits_profile_predictions_loss: 509.3977 - logcount_predictions_loss: 0.3691 2373/2407 [============================>.] - ETA: 10s - loss: 513.4576 - logits_profile_predictions_loss: 509.3973 - logcount_predictions_loss: 0.3691 2374/2407 [============================>.] - ETA: 10s - loss: 513.4572 - logits_profile_predictions_loss: 509.3970 - logcount_predictions_loss: 0.3691 2375/2407 [============================>.] - ETA: 9s - loss: 513.4568 - logits_profile_predictions_loss: 509.3966 - logcount_predictions_loss: 0.3691  2376/2407 [============================>.] - ETA: 9s - loss: 513.4564 - logits_profile_predictions_loss: 509.3962 - logcount_predictions_loss: 0.3691 2377/2407 [============================>.] - ETA: 9s - loss: 513.4560 - logits_profile_predictions_loss: 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2391/2407 [============================>.] - ETA: 4s - loss: 513.4503 - logits_profile_predictions_loss: 509.3903 - logcount_predictions_loss: 0.3691 2392/2407 [============================>.] - ETA: 4s - loss: 513.4499 - logits_profile_predictions_loss: 509.3899 - logcount_predictions_loss: 0.3691 2393/2407 [============================>.] - ETA: 4s - loss: 513.4494 - logits_profile_predictions_loss: 509.3895 - logcount_predictions_loss: 0.3691 2394/2407 [============================>.] - ETA: 3s - loss: 513.4490 - logits_profile_predictions_loss: 509.3891 - logcount_predictions_loss: 0.3691 2395/2407 [============================>.] - ETA: 3s - loss: 513.4486 - logits_profile_predictions_loss: 509.3887 - logcount_predictions_loss: 0.3691 2396/2407 [============================>.] - ETA: 3s - loss: 513.4482 - logits_profile_predictions_loss: 509.3883 - logcount_predictions_loss: 0.3691 2397/2407 [============================>.] - ETA: 3s - loss: 513.4478 - 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[============================>.] - ETA: 0s - loss: 513.4447 - logits_profile_predictions_loss: 509.3849 - logcount_predictions_loss: 0.3691 2405/2407 [============================>.] - ETA: 0s - loss: 513.4443 - logits_profile_predictions_loss: 509.3845 - logcount_predictions_loss: 0.3691 2406/2407 [============================>.] - ETA: 0s - loss: 513.4439 - logits_profile_predictions_loss: 509.3840 - logcount_predictions_loss: 0.3691 2407/2407 [==============================] - ETA: 0s - loss: 513.4434 - logits_profile_predictions_loss: 509.3836 - logcount_predictions_loss: 0.3691 2407/2407 [==============================] - 769s 320ms/step - loss: 513.4430 - logits_profile_predictions_loss: 509.3832 - logcount_predictions_loss: 0.3691 - val_loss: 514.8839 - val_logits_profile_predictions_loss: 511.2638 - val_logcount_predictions_loss: 0.3291 Epoch 00009: val_loss improved from 520.76855 to 514.88385, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR780ABS//chrombppnet_model_encsr283tme_bias/chrombpnet.h5 Epoch 10/50 1/2407 [..............................] - ETA: 12:41 - loss: 603.7198 - logits_profile_predictions_loss: 600.1627 - logcount_predictions_loss: 0.3234 2/2407 [..............................] - ETA: 12:13 - loss: 569.3298 - logits_profile_predictions_loss: 565.8566 - logcount_predictions_loss: 0.3157 3/2407 [..............................] - ETA: 12:12 - loss: 555.7642 - logits_profile_predictions_loss: 552.2532 - logcount_predictions_loss: 0.3192 4/2407 [..............................] - ETA: 12:13 - loss: 547.3424 - logits_profile_predictions_loss: 543.7829 - logcount_predictions_loss: 0.3236 5/2407 [..............................] - ETA: 12:12 - loss: 541.7336 - logits_profile_predictions_loss: 538.1335 - logcount_predictions_loss: 0.3273 6/2407 [..............................] - ETA: 12:12 - loss: 537.7139 - logits_profile_predictions_loss: 534.0797 - 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[===>..........................] - ETA: 10:20 - loss: 511.0530 - logits_profile_predictions_loss: 507.1253 - logcount_predictions_loss: 0.3571 385/2407 [===>..........................] - ETA: 10:20 - loss: 511.0559 - logits_profile_predictions_loss: 507.1284 - logcount_predictions_loss: 0.3570 386/2407 [===>..........................] - ETA: 10:20 - loss: 511.0595 - logits_profile_predictions_loss: 507.1320 - logcount_predictions_loss: 0.3570 387/2407 [===>..........................] - ETA: 10:19 - loss: 511.0622 - logits_profile_predictions_loss: 507.1348 - logcount_predictions_loss: 0.3570 388/2407 [===>..........................] - ETA: 10:19 - loss: 511.0650 - logits_profile_predictions_loss: 507.1377 - logcount_predictions_loss: 0.3570 389/2407 [===>..........................] - ETA: 10:19 - loss: 511.0674 - logits_profile_predictions_loss: 507.1402 - logcount_predictions_loss: 0.3570 390/2407 [===>..........................] - ETA: 10:18 - loss: 511.0704 - 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[====>.........................] - ETA: 10:12 - loss: 511.0991 - logits_profile_predictions_loss: 507.1738 - logcount_predictions_loss: 0.3568 411/2407 [====>.........................] - ETA: 10:12 - loss: 511.0997 - logits_profile_predictions_loss: 507.1746 - logcount_predictions_loss: 0.3568 412/2407 [====>.........................] - ETA: 10:12 - loss: 511.0998 - logits_profile_predictions_loss: 507.1747 - logcount_predictions_loss: 0.3568 413/2407 [====>.........................] - ETA: 10:11 - loss: 511.1000 - logits_profile_predictions_loss: 507.1750 - logcount_predictions_loss: 0.3568 414/2407 [====>.........................] - ETA: 10:11 - loss: 511.0997 - logits_profile_predictions_loss: 507.1749 - logcount_predictions_loss: 0.3568 415/2407 [====>.........................] - ETA: 10:11 - loss: 511.0991 - logits_profile_predictions_loss: 507.1743 - logcount_predictions_loss: 0.3568 416/2407 [====>.........................] - ETA: 10:10 - loss: 511.0985 - 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[====>.........................] - ETA: 10:08 - loss: 511.0948 - logits_profile_predictions_loss: 507.1707 - logcount_predictions_loss: 0.3567 424/2407 [====>.........................] - ETA: 10:08 - loss: 511.0938 - logits_profile_predictions_loss: 507.1699 - logcount_predictions_loss: 0.3567 425/2407 [====>.........................] - ETA: 10:08 - loss: 511.0934 - logits_profile_predictions_loss: 507.1695 - logcount_predictions_loss: 0.3567 426/2407 [====>.........................] - ETA: 10:07 - loss: 511.0930 - logits_profile_predictions_loss: 507.1691 - logcount_predictions_loss: 0.3567 427/2407 [====>.........................] - ETA: 10:07 - loss: 511.0917 - logits_profile_predictions_loss: 507.1680 - logcount_predictions_loss: 0.3567 428/2407 [====>.........................] - ETA: 10:07 - loss: 511.0896 - logits_profile_predictions_loss: 507.1660 - logcount_predictions_loss: 0.3567 429/2407 [====>.........................] - ETA: 10:06 - loss: 511.0874 - 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loss: 509.8121 - logits_profile_predictions_loss: 505.8861 - logcount_predictions_loss: 0.3569 2387/2407 [============================>.] - ETA: 6s - loss: 509.8126 - logits_profile_predictions_loss: 505.8866 - logcount_predictions_loss: 0.3569 2388/2407 [============================>.] - ETA: 5s - loss: 509.8131 - logits_profile_predictions_loss: 505.8871 - logcount_predictions_loss: 0.3569 2389/2407 [============================>.] - ETA: 5s - loss: 509.8136 - logits_profile_predictions_loss: 505.8876 - logcount_predictions_loss: 0.3569 2390/2407 [============================>.] - ETA: 5s - loss: 509.8141 - logits_profile_predictions_loss: 505.8880 - logcount_predictions_loss: 0.3569 2391/2407 [============================>.] - ETA: 4s - loss: 509.8146 - logits_profile_predictions_loss: 505.8885 - logcount_predictions_loss: 0.3569 2392/2407 [============================>.] - ETA: 4s - loss: 509.8150 - logits_profile_predictions_loss: 505.8889 - logcount_predictions_loss: 0.3569 2393/2407 [============================>.] - ETA: 4s - loss: 509.8155 - logits_profile_predictions_loss: 505.8894 - logcount_predictions_loss: 0.3569 2394/2407 [============================>.] - ETA: 3s - loss: 509.8160 - logits_profile_predictions_loss: 505.8898 - logcount_predictions_loss: 0.3569 2395/2407 [============================>.] - ETA: 3s - loss: 509.8164 - logits_profile_predictions_loss: 505.8903 - logcount_predictions_loss: 0.3569 2396/2407 [============================>.] - ETA: 3s - loss: 509.8168 - logits_profile_predictions_loss: 505.8907 - logcount_predictions_loss: 0.3569 2397/2407 [============================>.] - ETA: 3s - loss: 509.8173 - logits_profile_predictions_loss: 505.8911 - logcount_predictions_loss: 0.3569 2398/2407 [============================>.] - ETA: 2s - loss: 509.8177 - logits_profile_predictions_loss: 505.8915 - logcount_predictions_loss: 0.3569 2399/2407 [============================>.] - ETA: 2s - loss: 509.8181 - logits_profile_predictions_loss: 505.8919 - logcount_predictions_loss: 0.3569 2400/2407 [============================>.] - ETA: 2s - loss: 509.8185 - logits_profile_predictions_loss: 505.8923 - logcount_predictions_loss: 0.3569 2401/2407 [============================>.] - ETA: 1s - loss: 509.8189 - logits_profile_predictions_loss: 505.8927 - logcount_predictions_loss: 0.3569 2402/2407 [============================>.] - ETA: 1s - loss: 509.8193 - logits_profile_predictions_loss: 505.8931 - logcount_predictions_loss: 0.3569 2403/2407 [============================>.] - ETA: 1s - loss: 509.8197 - logits_profile_predictions_loss: 505.8935 - logcount_predictions_loss: 0.3569 2404/2407 [============================>.] - ETA: 0s - loss: 509.8201 - logits_profile_predictions_loss: 505.8939 - logcount_predictions_loss: 0.3569 2405/2407 [============================>.] - ETA: 0s - loss: 509.8205 - logits_profile_predictions_loss: 505.8943 - logcount_predictions_loss: 0.3569 2406/2407 [============================>.] - ETA: 0s - loss: 509.8209 - logits_profile_predictions_loss: 505.8946 - logcount_predictions_loss: 0.3569 2407/2407 [==============================] - ETA: 0s - loss: 509.8212 - logits_profile_predictions_loss: 505.8950 - logcount_predictions_loss: 0.3569 2407/2407 [==============================] - 770s 320ms/step - loss: 509.8216 - logits_profile_predictions_loss: 505.8954 - logcount_predictions_loss: 0.3569 - val_loss: 520.2191 - val_logits_profile_predictions_loss: 516.4048 - val_logcount_predictions_loss: 0.3467 Epoch 00010: val_loss did not improve from 514.88385 Epoch 11/50 1/2407 [..............................] - ETA: 12:37 - loss: 484.0605 - logits_profile_predictions_loss: 479.9807 - logcount_predictions_loss: 0.3709 2/2407 [..............................] - ETA: 12:14 - loss: 472.1591 - logits_profile_predictions_loss: 468.0307 - logcount_predictions_loss: 0.3753 3/2407 [..............................] - ETA: 12:13 - loss: 478.1871 - logits_profile_predictions_loss: 474.2490 - logcount_predictions_loss: 0.3580 4/2407 [..............................] - ETA: 12:14 - loss: 483.0664 - logits_profile_predictions_loss: 479.1978 - logcount_predictions_loss: 0.3517 5/2407 [..............................] - ETA: 12:14 - loss: 486.7035 - logits_profile_predictions_loss: 482.9112 - logcount_predictions_loss: 0.3448 6/2407 [..............................] - ETA: 12:13 - loss: 492.8085 - logits_profile_predictions_loss: 489.0715 - logcount_predictions_loss: 0.3397 7/2407 [..............................] - ETA: 12:13 - loss: 495.4786 - logits_profile_predictions_loss: 491.7965 - logcount_predictions_loss: 0.3347 8/2407 [..............................] - ETA: 12:13 - loss: 496.2530 - logits_profile_predictions_loss: 492.6114 - logcount_predictions_loss: 0.3311 9/2407 [..............................] - ETA: 12:13 - loss: 496.1128 - logits_profile_predictions_loss: 492.4394 - logcount_predictions_loss: 0.3339 10/2407 [..............................] - ETA: 12:12 - loss: 495.7773 - logits_profile_predictions_loss: 492.0745 - logcount_predictions_loss: 0.3366 11/2407 [..............................] - ETA: 12:12 - loss: 495.7606 - logits_profile_predictions_loss: 492.0305 - logcount_predictions_loss: 0.3391 12/2407 [..............................] - ETA: 12:12 - loss: 495.9140 - logits_profile_predictions_loss: 492.1652 - logcount_predictions_loss: 0.3408 13/2407 [..............................] - ETA: 12:12 - loss: 496.1687 - logits_profile_predictions_loss: 492.4011 - logcount_predictions_loss: 0.3425 14/2407 [..............................] - ETA: 12:12 - loss: 496.2899 - logits_profile_predictions_loss: 492.5099 - logcount_predictions_loss: 0.3436 15/2407 [..............................] - ETA: 12:11 - loss: 496.0314 - logits_profile_predictions_loss: 492.2444 - logcount_predictions_loss: 0.3443 16/2407 [..............................] - ETA: 12:11 - loss: 495.8263 - logits_profile_predictions_loss: 492.0301 - logcount_predictions_loss: 0.3451 17/2407 [..............................] - ETA: 12:11 - loss: 495.4006 - logits_profile_predictions_loss: 491.5990 - logcount_predictions_loss: 0.3456 18/2407 [..............................] - ETA: 12:11 - loss: 494.9561 - logits_profile_predictions_loss: 491.1487 - logcount_predictions_loss: 0.3461 19/2407 [..............................] - ETA: 12:11 - loss: 494.7994 - logits_profile_predictions_loss: 490.9835 - logcount_predictions_loss: 0.3469 20/2407 [..............................] - ETA: 12:11 - loss: 494.5314 - logits_profile_predictions_loss: 490.7108 - logcount_predictions_loss: 0.3473 21/2407 [..............................] - ETA: 12:10 - loss: 494.4634 - logits_profile_predictions_loss: 490.6395 - logcount_predictions_loss: 0.3476 22/2407 [..............................] - ETA: 12:10 - loss: 494.5849 - logits_profile_predictions_loss: 490.7583 - logcount_predictions_loss: 0.3479 23/2407 [..............................] - ETA: 12:10 - loss: 494.7619 - logits_profile_predictions_loss: 490.9322 - logcount_predictions_loss: 0.3482 24/2407 [..............................] - ETA: 12:09 - loss: 494.8654 - logits_profile_predictions_loss: 491.0314 - logcount_predictions_loss: 0.3485 25/2407 [..............................] - ETA: 12:09 - loss: 495.0890 - logits_profile_predictions_loss: 491.2526 - logcount_predictions_loss: 0.3488 26/2407 [..............................] - ETA: 12:09 - loss: 495.2311 - logits_profile_predictions_loss: 491.3942 - logcount_predictions_loss: 0.3488 27/2407 [..............................] - ETA: 12:09 - loss: 495.3893 - logits_profile_predictions_loss: 491.5506 - logcount_predictions_loss: 0.3490 28/2407 [..............................] - ETA: 12:08 - loss: 495.5384 - logits_profile_predictions_loss: 491.6995 - logcount_predictions_loss: 0.3490 29/2407 [..............................] - ETA: 12:08 - loss: 495.6824 - logits_profile_predictions_loss: 491.8440 - logcount_predictions_loss: 0.3489 30/2407 [..............................] - ETA: 12:08 - loss: 495.8439 - logits_profile_predictions_loss: 492.0055 - logcount_predictions_loss: 0.3489 31/2407 [..............................] - ETA: 12:08 - loss: 496.0569 - logits_profile_predictions_loss: 492.2182 - logcount_predictions_loss: 0.3490 32/2407 [..............................] - ETA: 12:07 - loss: 496.1901 - logits_profile_predictions_loss: 492.3512 - logcount_predictions_loss: 0.3490 33/2407 [..............................] - ETA: 12:07 - loss: 496.3815 - logits_profile_predictions_loss: 492.5409 - logcount_predictions_loss: 0.3491 34/2407 [..............................] - ETA: 12:07 - loss: 496.5545 - logits_profile_predictions_loss: 492.7124 - logcount_predictions_loss: 0.3493 35/2407 [..............................] - ETA: 12:06 - loss: 496.6713 - logits_profile_predictions_loss: 492.8282 - logcount_predictions_loss: 0.3494 36/2407 [..............................] - ETA: 12:06 - loss: 496.8374 - logits_profile_predictions_loss: 492.9940 - logcount_predictions_loss: 0.3494 37/2407 [..............................] - ETA: 12:06 - loss: 497.0644 - logits_profile_predictions_loss: 493.2191 - logcount_predictions_loss: 0.3496 38/2407 [..............................] - ETA: 12:05 - loss: 497.2358 - logits_profile_predictions_loss: 493.3875 - logcount_predictions_loss: 0.3498 39/2407 [..............................] - ETA: 12:05 - loss: 497.4694 - logits_profile_predictions_loss: 493.6184 - logcount_predictions_loss: 0.3501 40/2407 [..............................] - ETA: 12:05 - loss: 497.6503 - logits_profile_predictions_loss: 493.7971 - logcount_predictions_loss: 0.3503 41/2407 [..............................] - ETA: 12:05 - loss: 497.8687 - logits_profile_predictions_loss: 494.0132 - logcount_predictions_loss: 0.3505 42/2407 [..............................] - ETA: 12:04 - loss: 498.1057 - logits_profile_predictions_loss: 494.2475 - logcount_predictions_loss: 0.3507 43/2407 [..............................] - ETA: 12:04 - loss: 498.3186 - logits_profile_predictions_loss: 494.4583 - logcount_predictions_loss: 0.3509 44/2407 [..............................] - ETA: 12:04 - loss: 498.5221 - logits_profile_predictions_loss: 494.6596 - logcount_predictions_loss: 0.3511 45/2407 [..............................] - ETA: 12:03 - loss: 498.6940 - logits_profile_predictions_loss: 494.8298 - logcount_predictions_loss: 0.3513 46/2407 [..............................] - ETA: 12:03 - loss: 498.8552 - logits_profile_predictions_loss: 494.9899 - logcount_predictions_loss: 0.3514 47/2407 [..............................] - ETA: 12:03 - loss: 498.9953 - logits_profile_predictions_loss: 495.1295 - logcount_predictions_loss: 0.3514 48/2407 [..............................] - ETA: 12:03 - loss: 499.1377 - logits_profile_predictions_loss: 495.2714 - logcount_predictions_loss: 0.3515 49/2407 [..............................] - ETA: 12:02 - loss: 499.2816 - logits_profile_predictions_loss: 495.4151 - logcount_predictions_loss: 0.3515 50/2407 [..............................] - ETA: 12:02 - loss: 499.3892 - logits_profile_predictions_loss: 495.5228 - logcount_predictions_loss: 0.3515 51/2407 [..............................] - ETA: 12:02 - loss: 499.4602 - logits_profile_predictions_loss: 495.5942 - logcount_predictions_loss: 0.3514 52/2407 [..............................] - ETA: 12:01 - loss: 499.5608 - logits_profile_predictions_loss: 495.6951 - logcount_predictions_loss: 0.3514 53/2407 [..............................] - ETA: 12:01 - loss: 499.6337 - logits_profile_predictions_loss: 495.7677 - logcount_predictions_loss: 0.3514 54/2407 [..............................] - ETA: 12:01 - loss: 499.6997 - logits_profile_predictions_loss: 495.8332 - logcount_predictions_loss: 0.3515 55/2407 [..............................] - ETA: 12:01 - loss: 499.7737 - logits_profile_predictions_loss: 495.9068 - logcount_predictions_loss: 0.3515 56/2407 [..............................] - ETA: 12:00 - loss: 499.8338 - logits_profile_predictions_loss: 495.9664 - logcount_predictions_loss: 0.3516 57/2407 [..............................] - ETA: 12:00 - loss: 499.8991 - logits_profile_predictions_loss: 496.0312 - logcount_predictions_loss: 0.3516 58/2407 [..............................] - ETA: 12:00 - loss: 499.9552 - logits_profile_predictions_loss: 496.0872 - logcount_predictions_loss: 0.3516 59/2407 [..............................] - ETA: 11:59 - loss: 499.9805 - logits_profile_predictions_loss: 496.1125 - logcount_predictions_loss: 0.3516 60/2407 [..............................] - ETA: 11:59 - loss: 499.9962 - logits_profile_predictions_loss: 496.1281 - logcount_predictions_loss: 0.3516 61/2407 [..............................] - ETA: 11:59 - loss: 500.0219 - logits_profile_predictions_loss: 496.1536 - logcount_predictions_loss: 0.3517 62/2407 [..............................] - ETA: 11:58 - loss: 500.0652 - logits_profile_predictions_loss: 496.1963 - logcount_predictions_loss: 0.3517 63/2407 [..............................] - ETA: 11:58 - loss: 500.1059 - logits_profile_predictions_loss: 496.2366 - logcount_predictions_loss: 0.3517 64/2407 [..............................] - ETA: 11:58 - loss: 500.1624 - logits_profile_predictions_loss: 496.2931 - logcount_predictions_loss: 0.3518 65/2407 [..............................] - ETA: 11:58 - loss: 500.2326 - logits_profile_predictions_loss: 496.3633 - logcount_predictions_loss: 0.3518 66/2407 [..............................] - ETA: 11:57 - loss: 500.3230 - logits_profile_predictions_loss: 496.4533 - logcount_predictions_loss: 0.3518 67/2407 [..............................] - ETA: 11:57 - loss: 500.3996 - logits_profile_predictions_loss: 496.5299 - logcount_predictions_loss: 0.3518 68/2407 [..............................] - ETA: 11:57 - loss: 500.4759 - logits_profile_predictions_loss: 496.6062 - logcount_predictions_loss: 0.3518 69/2407 [..............................] - ETA: 11:56 - loss: 500.5580 - logits_profile_predictions_loss: 496.6885 - logcount_predictions_loss: 0.3518 70/2407 [..............................] - ETA: 11:56 - loss: 500.6313 - logits_profile_predictions_loss: 496.7621 - logcount_predictions_loss: 0.3517 71/2407 [..............................] - ETA: 11:56 - loss: 500.7023 - logits_profile_predictions_loss: 496.8336 - logcount_predictions_loss: 0.3517 72/2407 [..............................] - ETA: 11:56 - loss: 500.7602 - logits_profile_predictions_loss: 496.8918 - logcount_predictions_loss: 0.3517 73/2407 [..............................] - ETA: 11:55 - loss: 500.8199 - logits_profile_predictions_loss: 496.9517 - logcount_predictions_loss: 0.3517 74/2407 [..............................] - ETA: 11:55 - loss: 500.8784 - logits_profile_predictions_loss: 497.0104 - logcount_predictions_loss: 0.3516 75/2407 [..............................] - ETA: 11:55 - loss: 500.9370 - logits_profile_predictions_loss: 497.0694 - logcount_predictions_loss: 0.3516 76/2407 [..............................] - ETA: 11:54 - loss: 501.0089 - logits_profile_predictions_loss: 497.1415 - logcount_predictions_loss: 0.3516 77/2407 [..............................] - ETA: 11:54 - loss: 501.0665 - logits_profile_predictions_loss: 497.1994 - logcount_predictions_loss: 0.3515 78/2407 [..............................] - ETA: 11:54 - loss: 501.1199 - logits_profile_predictions_loss: 497.2529 - logcount_predictions_loss: 0.3515 79/2407 [..............................] - ETA: 11:53 - loss: 501.1631 - logits_profile_predictions_loss: 497.2961 - logcount_predictions_loss: 0.3515 80/2407 [..............................] - ETA: 11:53 - loss: 501.2021 - logits_profile_predictions_loss: 497.3350 - logcount_predictions_loss: 0.3516 81/2407 [>.............................] - ETA: 11:53 - loss: 501.2636 - logits_profile_predictions_loss: 497.3962 - logcount_predictions_loss: 0.3516 82/2407 [>.............................] - ETA: 11:53 - loss: 501.3266 - logits_profile_predictions_loss: 497.4591 - logcount_predictions_loss: 0.3516 83/2407 [>.............................] - ETA: 11:52 - loss: 501.3960 - logits_profile_predictions_loss: 497.5284 - logcount_predictions_loss: 0.3516 84/2407 [>.............................] - ETA: 11:52 - loss: 501.4542 - logits_profile_predictions_loss: 497.5867 - logcount_predictions_loss: 0.3516 85/2407 [>.............................] - ETA: 11:52 - loss: 501.5202 - logits_profile_predictions_loss: 497.6526 - logcount_predictions_loss: 0.3516 86/2407 [>.............................] - ETA: 11:51 - loss: 501.5860 - logits_profile_predictions_loss: 497.7183 - logcount_predictions_loss: 0.3516 87/2407 [>.............................] - ETA: 11:51 - loss: 501.6345 - logits_profile_predictions_loss: 497.7668 - logcount_predictions_loss: 0.3516 88/2407 [>.............................] - ETA: 11:51 - loss: 501.6794 - logits_profile_predictions_loss: 497.8118 - logcount_predictions_loss: 0.3516 89/2407 [>.............................] - ETA: 11:51 - loss: 501.7171 - logits_profile_predictions_loss: 497.8495 - logcount_predictions_loss: 0.3516 90/2407 [>.............................] - ETA: 11:50 - loss: 501.7574 - logits_profile_predictions_loss: 497.8898 - logcount_predictions_loss: 0.3516 91/2407 [>.............................] - ETA: 11:50 - loss: 501.7929 - logits_profile_predictions_loss: 497.9253 - logcount_predictions_loss: 0.3516 92/2407 [>.............................] - ETA: 11:50 - loss: 501.8292 - logits_profile_predictions_loss: 497.9619 - logcount_predictions_loss: 0.3516 93/2407 [>.............................] - ETA: 11:49 - loss: 501.8674 - logits_profile_predictions_loss: 498.0003 - logcount_predictions_loss: 0.3515 94/2407 [>.............................] - ETA: 11:49 - loss: 501.8964 - logits_profile_predictions_loss: 498.0297 - logcount_predictions_loss: 0.3515 95/2407 [>.............................] - ETA: 11:49 - loss: 501.9237 - logits_profile_predictions_loss: 498.0574 - logcount_predictions_loss: 0.3515 96/2407 [>.............................] - ETA: 11:48 - loss: 501.9470 - logits_profile_predictions_loss: 498.0810 - logcount_predictions_loss: 0.3514 97/2407 [>.............................] - ETA: 11:48 - loss: 501.9702 - logits_profile_predictions_loss: 498.1046 - logcount_predictions_loss: 0.3514 98/2407 [>.............................] - ETA: 11:48 - loss: 501.9912 - logits_profile_predictions_loss: 498.1260 - logcount_predictions_loss: 0.3514 99/2407 [>.............................] - ETA: 11:48 - loss: 502.0048 - logits_profile_predictions_loss: 498.1402 - logcount_predictions_loss: 0.3513 100/2407 [>.............................] - ETA: 11:47 - loss: 502.0227 - logits_profile_predictions_loss: 498.1587 - logcount_predictions_loss: 0.3513 101/2407 [>.............................] - ETA: 11:47 - loss: 502.0439 - logits_profile_predictions_loss: 498.1804 - logcount_predictions_loss: 0.3512 102/2407 [>.............................] - ETA: 11:47 - loss: 502.0642 - logits_profile_predictions_loss: 498.2011 - logcount_predictions_loss: 0.3512 103/2407 [>.............................] - ETA: 11:46 - loss: 502.0917 - logits_profile_predictions_loss: 498.2290 - logcount_predictions_loss: 0.3512 104/2407 [>.............................] - ETA: 11:46 - loss: 502.1183 - logits_profile_predictions_loss: 498.2560 - logcount_predictions_loss: 0.3511 105/2407 [>.............................] - ETA: 11:46 - loss: 502.1435 - logits_profile_predictions_loss: 498.2814 - logcount_predictions_loss: 0.3511 106/2407 [>.............................] - ETA: 11:46 - loss: 502.1674 - logits_profile_predictions_loss: 498.3055 - logcount_predictions_loss: 0.3511 107/2407 [>.............................] - ETA: 11:45 - loss: 502.1919 - logits_profile_predictions_loss: 498.3303 - logcount_predictions_loss: 0.3511 108/2407 [>.............................] - ETA: 11:45 - loss: 502.2148 - logits_profile_predictions_loss: 498.3535 - logcount_predictions_loss: 0.3510 109/2407 [>.............................] - ETA: 11:45 - loss: 502.2418 - logits_profile_predictions_loss: 498.3807 - logcount_predictions_loss: 0.3510 110/2407 [>.............................] - ETA: 11:44 - loss: 502.2723 - logits_profile_predictions_loss: 498.4115 - logcount_predictions_loss: 0.3510 111/2407 [>.............................] - ETA: 11:44 - loss: 502.2972 - logits_profile_predictions_loss: 498.4368 - logcount_predictions_loss: 0.3509 112/2407 [>.............................] - ETA: 11:44 - loss: 502.3243 - logits_profile_predictions_loss: 498.4643 - logcount_predictions_loss: 0.3509 113/2407 [>.............................] - ETA: 11:43 - loss: 502.3609 - logits_profile_predictions_loss: 498.5013 - logcount_predictions_loss: 0.3509 114/2407 [>.............................] - ETA: 11:43 - loss: 502.4033 - logits_profile_predictions_loss: 498.5441 - logcount_predictions_loss: 0.3508 115/2407 [>.............................] - ETA: 11:43 - loss: 502.4449 - logits_profile_predictions_loss: 498.5859 - logcount_predictions_loss: 0.3508 116/2407 [>.............................] - ETA: 11:42 - loss: 502.4840 - logits_profile_predictions_loss: 498.6253 - logcount_predictions_loss: 0.3508 117/2407 [>.............................] - ETA: 11:42 - loss: 502.5286 - logits_profile_predictions_loss: 498.6702 - logcount_predictions_loss: 0.3508 118/2407 [>.............................] - ETA: 11:42 - loss: 502.5773 - logits_profile_predictions_loss: 498.7191 - logcount_predictions_loss: 0.3507 119/2407 [>.............................] - ETA: 11:42 - loss: 502.6307 - logits_profile_predictions_loss: 498.7727 - logcount_predictions_loss: 0.3507 120/2407 [>.............................] - ETA: 11:41 - loss: 502.6772 - 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[============================>.] - ETA: 21s - loss: 509.1704 - logits_profile_predictions_loss: 505.3219 - logcount_predictions_loss: 0.3498 2338/2407 [============================>.] - ETA: 21s - loss: 509.1708 - logits_profile_predictions_loss: 505.3223 - logcount_predictions_loss: 0.3498 2339/2407 [============================>.] - ETA: 20s - loss: 509.1712 - logits_profile_predictions_loss: 505.3227 - logcount_predictions_loss: 0.3498 2340/2407 [============================>.] - ETA: 20s - loss: 509.1716 - logits_profile_predictions_loss: 505.3231 - logcount_predictions_loss: 0.3498 2341/2407 [============================>.] - ETA: 20s - loss: 509.1720 - logits_profile_predictions_loss: 505.3235 - logcount_predictions_loss: 0.3498 2342/2407 [============================>.] - ETA: 19s - loss: 509.1725 - logits_profile_predictions_loss: 505.3239 - logcount_predictions_loss: 0.3498 2343/2407 [============================>.] - ETA: 19s - loss: 509.1729 - 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[============================>.] - ETA: 17s - loss: 509.1759 - logits_profile_predictions_loss: 505.3273 - logcount_predictions_loss: 0.3498 2351/2407 [============================>.] - ETA: 17s - loss: 509.1763 - logits_profile_predictions_loss: 505.3277 - logcount_predictions_loss: 0.3498 2352/2407 [============================>.] - ETA: 16s - loss: 509.1767 - logits_profile_predictions_loss: 505.3281 - logcount_predictions_loss: 0.3498 2353/2407 [============================>.] - ETA: 16s - loss: 509.1771 - logits_profile_predictions_loss: 505.3285 - logcount_predictions_loss: 0.3498 2354/2407 [============================>.] - ETA: 16s - loss: 509.1775 - logits_profile_predictions_loss: 505.3289 - logcount_predictions_loss: 0.3498 2355/2407 [============================>.] - ETA: 15s - loss: 509.1779 - logits_profile_predictions_loss: 505.3294 - logcount_predictions_loss: 0.3498 2356/2407 [============================>.] - ETA: 15s - loss: 509.1783 - 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[============================>.] - ETA: 13s - loss: 509.1812 - logits_profile_predictions_loss: 505.3326 - logcount_predictions_loss: 0.3498 2364/2407 [============================>.] - ETA: 13s - loss: 509.1816 - logits_profile_predictions_loss: 505.3330 - logcount_predictions_loss: 0.3498 2365/2407 [============================>.] - ETA: 12s - loss: 509.1820 - logits_profile_predictions_loss: 505.3334 - logcount_predictions_loss: 0.3498 2366/2407 [============================>.] - ETA: 12s - loss: 509.1824 - logits_profile_predictions_loss: 505.3338 - logcount_predictions_loss: 0.3498 2367/2407 [============================>.] - ETA: 12s - loss: 509.1827 - logits_profile_predictions_loss: 505.3342 - logcount_predictions_loss: 0.3498 2368/2407 [============================>.] - ETA: 11s - loss: 509.1831 - logits_profile_predictions_loss: 505.3345 - logcount_predictions_loss: 0.3498 2369/2407 [============================>.] - ETA: 11s - loss: 509.1835 - 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[============================>.] - ETA: 9s - loss: 509.1860 - logits_profile_predictions_loss: 505.3374 - logcount_predictions_loss: 0.3498 2377/2407 [============================>.] - ETA: 9s - loss: 509.1863 - logits_profile_predictions_loss: 505.3377 - logcount_predictions_loss: 0.3498 2378/2407 [============================>.] - ETA: 8s - loss: 509.1866 - logits_profile_predictions_loss: 505.3380 - logcount_predictions_loss: 0.3498 2379/2407 [============================>.] - ETA: 8s - loss: 509.1869 - logits_profile_predictions_loss: 505.3383 - logcount_predictions_loss: 0.3498 2380/2407 [============================>.] - ETA: 8s - loss: 509.1873 - logits_profile_predictions_loss: 505.3387 - logcount_predictions_loss: 0.3498 2381/2407 [============================>.] - ETA: 7s - loss: 509.1876 - logits_profile_predictions_loss: 505.3390 - logcount_predictions_loss: 0.3498 2382/2407 [============================>.] - ETA: 7s - loss: 509.1879 - logits_profile_predictions_loss: 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2396/2407 [============================>.] - ETA: 3s - loss: 509.1921 - logits_profile_predictions_loss: 505.3435 - logcount_predictions_loss: 0.3498 2397/2407 [============================>.] - ETA: 3s - loss: 509.1924 - logits_profile_predictions_loss: 505.3438 - logcount_predictions_loss: 0.3498 2398/2407 [============================>.] - ETA: 2s - loss: 509.1927 - logits_profile_predictions_loss: 505.3441 - logcount_predictions_loss: 0.3498 2399/2407 [============================>.] - ETA: 2s - loss: 509.1930 - logits_profile_predictions_loss: 505.3444 - logcount_predictions_loss: 0.3498 2400/2407 [============================>.] - ETA: 2s - loss: 509.1932 - logits_profile_predictions_loss: 505.3446 - logcount_predictions_loss: 0.3498 2401/2407 [============================>.] - ETA: 1s - loss: 509.1935 - logits_profile_predictions_loss: 505.3449 - logcount_predictions_loss: 0.3498 2402/2407 [============================>.] - ETA: 1s - loss: 509.1938 - logits_profile_predictions_loss: 505.3452 - logcount_predictions_loss: 0.3498 2403/2407 [============================>.] - ETA: 1s - loss: 509.1941 - logits_profile_predictions_loss: 505.3455 - logcount_predictions_loss: 0.3498 2404/2407 [============================>.] - ETA: 0s - loss: 509.1944 - logits_profile_predictions_loss: 505.3458 - logcount_predictions_loss: 0.3498 2405/2407 [============================>.] - ETA: 0s - loss: 509.1946 - logits_profile_predictions_loss: 505.3461 - logcount_predictions_loss: 0.3498 2406/2407 [============================>.] - ETA: 0s - loss: 509.1949 - logits_profile_predictions_loss: 505.3463 - logcount_predictions_loss: 0.3498 2407/2407 [==============================] - ETA: 0s - loss: 509.1952 - logits_profile_predictions_loss: 505.3466 - logcount_predictions_loss: 0.3498 2407/2407 [==============================] - 770s 320ms/step - loss: 509.1955 - logits_profile_predictions_loss: 505.3469 - logcount_predictions_loss: 0.3498 - val_loss: 517.4185 - val_logits_profile_predictions_loss: 513.5164 - val_logcount_predictions_loss: 0.3547 Epoch 00011: val_loss did not improve from 514.88385 Epoch 12/50 1/2407 [..............................] - ETA: 12:38 - loss: 477.4707 - logits_profile_predictions_loss: 473.9994 - logcount_predictions_loss: 0.3156 2/2407 [..............................] - ETA: 12:13 - loss: 460.2207 - logits_profile_predictions_loss: 456.4799 - logcount_predictions_loss: 0.3401 3/2407 [..............................] - ETA: 12:13 - loss: 459.9288 - logits_profile_predictions_loss: 456.1266 - logcount_predictions_loss: 0.3457 4/2407 [..............................] - ETA: 12:13 - loss: 466.2668 - logits_profile_predictions_loss: 462.3563 - logcount_predictions_loss: 0.3555 5/2407 [..............................] - ETA: 12:13 - loss: 468.4396 - logits_profile_predictions_loss: 464.4603 - logcount_predictions_loss: 0.3617 6/2407 [..............................] - ETA: 12:12 - loss: 471.2915 - logits_profile_predictions_loss: 467.2687 - logcount_predictions_loss: 0.3657 7/2407 [..............................] - ETA: 12:12 - loss: 472.6835 - logits_profile_predictions_loss: 468.6749 - logcount_predictions_loss: 0.3644 8/2407 [..............................] - ETA: 12:12 - loss: 473.3880 - logits_profile_predictions_loss: 469.4020 - logcount_predictions_loss: 0.3624 9/2407 [..............................] - ETA: 12:12 - loss: 474.1763 - logits_profile_predictions_loss: 470.2150 - logcount_predictions_loss: 0.3601 10/2407 [..............................] - ETA: 12:12 - loss: 474.4622 - logits_profile_predictions_loss: 470.5334 - logcount_predictions_loss: 0.3572 11/2407 [..............................] - ETA: 12:12 - loss: 474.8803 - logits_profile_predictions_loss: 470.9753 - logcount_predictions_loss: 0.3550 12/2407 [..............................] - ETA: 12:13 - loss: 474.9316 - logits_profile_predictions_loss: 471.0449 - logcount_predictions_loss: 0.3533 13/2407 [..............................] - ETA: 12:12 - loss: 475.0573 - logits_profile_predictions_loss: 471.1859 - logcount_predictions_loss: 0.3519 14/2407 [..............................] - ETA: 12:12 - loss: 475.5371 - logits_profile_predictions_loss: 471.6830 - logcount_predictions_loss: 0.3504 15/2407 [..............................] - ETA: 12:12 - loss: 476.3526 - logits_profile_predictions_loss: 472.5120 - logcount_predictions_loss: 0.3491 16/2407 [..............................] - ETA: 12:11 - loss: 477.0553 - logits_profile_predictions_loss: 473.2308 - logcount_predictions_loss: 0.3477 17/2407 [..............................] - ETA: 12:11 - loss: 477.9429 - logits_profile_predictions_loss: 474.1302 - logcount_predictions_loss: 0.3466 18/2407 [..............................] - ETA: 12:11 - loss: 479.0227 - logits_profile_predictions_loss: 475.2229 - logcount_predictions_loss: 0.3454 19/2407 [..............................] - ETA: 12:10 - loss: 479.9493 - logits_profile_predictions_loss: 476.1562 - logcount_predictions_loss: 0.3448 20/2407 [..............................] - ETA: 12:10 - loss: 480.9032 - logits_profile_predictions_loss: 477.1179 - logcount_predictions_loss: 0.3441 21/2407 [..............................] - ETA: 12:10 - loss: 481.6406 - logits_profile_predictions_loss: 477.8606 - logcount_predictions_loss: 0.3436 22/2407 [..............................] - ETA: 12:10 - loss: 482.4006 - logits_profile_predictions_loss: 478.6258 - logcount_predictions_loss: 0.3432 23/2407 [..............................] - ETA: 12:09 - loss: 482.9712 - logits_profile_predictions_loss: 479.2035 - logcount_predictions_loss: 0.3425 24/2407 [..............................] - ETA: 12:09 - loss: 483.6493 - logits_profile_predictions_loss: 479.8876 - logcount_predictions_loss: 0.3420 25/2407 [..............................] - ETA: 12:09 - loss: 484.2829 - logits_profile_predictions_loss: 480.5264 - logcount_predictions_loss: 0.3415 26/2407 [..............................] - ETA: 12:08 - loss: 484.9188 - logits_profile_predictions_loss: 481.1660 - logcount_predictions_loss: 0.3412 27/2407 [..............................] - ETA: 12:08 - loss: 485.4602 - logits_profile_predictions_loss: 481.7127 - logcount_predictions_loss: 0.3407 28/2407 [..............................] - ETA: 12:08 - loss: 485.9278 - logits_profile_predictions_loss: 482.1862 - logcount_predictions_loss: 0.3401 29/2407 [..............................] - ETA: 12:08 - loss: 486.4068 - logits_profile_predictions_loss: 482.6699 - logcount_predictions_loss: 0.3397 30/2407 [..............................] - ETA: 12:07 - loss: 486.7909 - logits_profile_predictions_loss: 483.0596 - logcount_predictions_loss: 0.3392 31/2407 [..............................] - ETA: 12:07 - loss: 487.1918 - logits_profile_predictions_loss: 483.4660 - logcount_predictions_loss: 0.3387 32/2407 [..............................] - ETA: 12:07 - loss: 487.5713 - logits_profile_predictions_loss: 483.8484 - logcount_predictions_loss: 0.3385 33/2407 [..............................] - ETA: 12:06 - loss: 487.9343 - logits_profile_predictions_loss: 484.2142 - logcount_predictions_loss: 0.3382 34/2407 [..............................] - ETA: 12:06 - loss: 488.2991 - logits_profile_predictions_loss: 484.5811 - logcount_predictions_loss: 0.3380 35/2407 [..............................] - ETA: 12:06 - loss: 488.5806 - logits_profile_predictions_loss: 484.8652 - logcount_predictions_loss: 0.3378 36/2407 [..............................] - ETA: 12:06 - loss: 488.7627 - logits_profile_predictions_loss: 485.0511 - logcount_predictions_loss: 0.3374 37/2407 [..............................] - ETA: 12:05 - loss: 488.9821 - logits_profile_predictions_loss: 485.2742 - logcount_predictions_loss: 0.3371 38/2407 [..............................] - ETA: 12:05 - loss: 489.1405 - logits_profile_predictions_loss: 485.4356 - logcount_predictions_loss: 0.3368 39/2407 [..............................] - ETA: 12:05 - loss: 489.4112 - logits_profile_predictions_loss: 485.7082 - logcount_predictions_loss: 0.3366 40/2407 [..............................] - ETA: 12:04 - loss: 489.6983 - logits_profile_predictions_loss: 485.9971 - logcount_predictions_loss: 0.3365 41/2407 [..............................] - ETA: 12:04 - loss: 490.0262 - logits_profile_predictions_loss: 486.3262 - logcount_predictions_loss: 0.3364 42/2407 [..............................] - ETA: 12:04 - loss: 490.3249 - logits_profile_predictions_loss: 486.6269 - logcount_predictions_loss: 0.3362 43/2407 [..............................] - ETA: 12:04 - loss: 490.5797 - logits_profile_predictions_loss: 486.8841 - logcount_predictions_loss: 0.3360 44/2407 [..............................] - ETA: 12:03 - loss: 490.8273 - logits_profile_predictions_loss: 487.1339 - logcount_predictions_loss: 0.3358 45/2407 [..............................] - ETA: 12:03 - loss: 491.0560 - logits_profile_predictions_loss: 487.3649 - logcount_predictions_loss: 0.3356 46/2407 [..............................] - ETA: 12:03 - loss: 491.2330 - logits_profile_predictions_loss: 487.5439 - logcount_predictions_loss: 0.3354 47/2407 [..............................] - ETA: 12:02 - loss: 491.3733 - logits_profile_predictions_loss: 487.6863 - logcount_predictions_loss: 0.3352 48/2407 [..............................] - ETA: 12:02 - loss: 491.5110 - logits_profile_predictions_loss: 487.8258 - logcount_predictions_loss: 0.3350 49/2407 [..............................] - ETA: 12:02 - loss: 491.6490 - logits_profile_predictions_loss: 487.9657 - logcount_predictions_loss: 0.3349 50/2407 [..............................] - ETA: 12:02 - loss: 491.8209 - logits_profile_predictions_loss: 488.1388 - logcount_predictions_loss: 0.3347 51/2407 [..............................] - ETA: 12:01 - loss: 491.9774 - logits_profile_predictions_loss: 488.2968 - logcount_predictions_loss: 0.3346 52/2407 [..............................] - ETA: 12:01 - loss: 492.1631 - logits_profile_predictions_loss: 488.4840 - logcount_predictions_loss: 0.3345 53/2407 [..............................] - ETA: 12:01 - loss: 492.3487 - logits_profile_predictions_loss: 488.6704 - logcount_predictions_loss: 0.3344 54/2407 [..............................] - ETA: 12:00 - loss: 492.5051 - logits_profile_predictions_loss: 488.8278 - logcount_predictions_loss: 0.3343 55/2407 [..............................] - ETA: 12:00 - loss: 492.7040 - logits_profile_predictions_loss: 489.0273 - logcount_predictions_loss: 0.3342 56/2407 [..............................] - ETA: 12:00 - loss: 492.8487 - logits_profile_predictions_loss: 489.1732 - logcount_predictions_loss: 0.3341 57/2407 [..............................] - ETA: 11:59 - loss: 492.9861 - logits_profile_predictions_loss: 489.3117 - logcount_predictions_loss: 0.3340 58/2407 [..............................] - ETA: 11:59 - loss: 493.1020 - logits_profile_predictions_loss: 489.4285 - logcount_predictions_loss: 0.3340 59/2407 [..............................] - ETA: 11:59 - loss: 493.2306 - logits_profile_predictions_loss: 489.5578 - logcount_predictions_loss: 0.3339 60/2407 [..............................] - ETA: 11:59 - loss: 493.3237 - logits_profile_predictions_loss: 489.6517 - logcount_predictions_loss: 0.3338 61/2407 [..............................] - ETA: 11:58 - loss: 493.4147 - logits_profile_predictions_loss: 489.7436 - logcount_predictions_loss: 0.3337 62/2407 [..............................] - ETA: 11:58 - loss: 493.4889 - logits_profile_predictions_loss: 489.8188 - logcount_predictions_loss: 0.3336 63/2407 [..............................] - ETA: 11:58 - loss: 493.5623 - logits_profile_predictions_loss: 489.8928 - logcount_predictions_loss: 0.3336 64/2407 [..............................] - ETA: 11:57 - loss: 493.6284 - logits_profile_predictions_loss: 489.9595 - logcount_predictions_loss: 0.3335 65/2407 [..............................] - ETA: 11:57 - loss: 493.6902 - logits_profile_predictions_loss: 490.0221 - logcount_predictions_loss: 0.3335 66/2407 [..............................] - ETA: 11:57 - loss: 493.7556 - logits_profile_predictions_loss: 490.0878 - logcount_predictions_loss: 0.3334 67/2407 [..............................] - ETA: 11:56 - loss: 493.8586 - logits_profile_predictions_loss: 490.1907 - logcount_predictions_loss: 0.3334 68/2407 [..............................] - ETA: 11:56 - loss: 493.9876 - logits_profile_predictions_loss: 490.3199 - logcount_predictions_loss: 0.3334 69/2407 [..............................] - ETA: 11:56 - loss: 494.0987 - logits_profile_predictions_loss: 490.4308 - logcount_predictions_loss: 0.3334 70/2407 [..............................] - ETA: 11:56 - loss: 494.2081 - logits_profile_predictions_loss: 490.5398 - logcount_predictions_loss: 0.3335 71/2407 [..............................] - ETA: 11:55 - loss: 494.3199 - 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[====>.........................] - ETA: 9:55 - loss: 503.0674 - logits_profile_predictions_loss: 499.3078 - logcount_predictions_loss: 0.3418 469/2407 [====>.........................] - ETA: 9:54 - loss: 503.0729 - logits_profile_predictions_loss: 499.3134 - logcount_predictions_loss: 0.3418 470/2407 [====>.........................] - ETA: 9:54 - loss: 503.0789 - logits_profile_predictions_loss: 499.3195 - logcount_predictions_loss: 0.3418 471/2407 [====>.........................] - ETA: 9:54 - loss: 503.0844 - logits_profile_predictions_loss: 499.3252 - logcount_predictions_loss: 0.3417 472/2407 [====>.........................] - ETA: 9:53 - loss: 503.0900 - logits_profile_predictions_loss: 499.3309 - logcount_predictions_loss: 0.3417 473/2407 [====>.........................] - ETA: 9:53 - loss: 503.0955 - logits_profile_predictions_loss: 499.3365 - logcount_predictions_loss: 0.3417 474/2407 [====>.........................] - ETA: 9:53 - loss: 503.1015 - 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[============================>.] - ETA: 16s - loss: 505.7714 - logits_profile_predictions_loss: 502.0616 - logcount_predictions_loss: 0.3372 2354/2407 [============================>.] - ETA: 16s - loss: 505.7722 - logits_profile_predictions_loss: 502.0625 - logcount_predictions_loss: 0.3372 2355/2407 [============================>.] - ETA: 15s - loss: 505.7731 - logits_profile_predictions_loss: 502.0634 - logcount_predictions_loss: 0.3372 2356/2407 [============================>.] - ETA: 15s - loss: 505.7740 - logits_profile_predictions_loss: 502.0642 - logcount_predictions_loss: 0.3372 2357/2407 [============================>.] - ETA: 15s - loss: 505.7748 - logits_profile_predictions_loss: 502.0651 - logcount_predictions_loss: 0.3372 2358/2407 [============================>.] - ETA: 15s - loss: 505.7757 - logits_profile_predictions_loss: 502.0659 - logcount_predictions_loss: 0.3372 2359/2407 [============================>.] - ETA: 14s - loss: 505.7766 - 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2399/2407 [============================>.] - ETA: 2s - loss: 505.8093 - logits_profile_predictions_loss: 502.0993 - logcount_predictions_loss: 0.3372 2400/2407 [============================>.] - ETA: 2s - loss: 505.8102 - logits_profile_predictions_loss: 502.1002 - logcount_predictions_loss: 0.3372 2401/2407 [============================>.] - ETA: 1s - loss: 505.8111 - logits_profile_predictions_loss: 502.1011 - logcount_predictions_loss: 0.3372 2402/2407 [============================>.] - ETA: 1s - loss: 505.8120 - logits_profile_predictions_loss: 502.1019 - logcount_predictions_loss: 0.3373 2403/2407 [============================>.] - ETA: 1s - loss: 505.8129 - logits_profile_predictions_loss: 502.1028 - logcount_predictions_loss: 0.3373 2404/2407 [============================>.] - ETA: 0s - loss: 505.8138 - logits_profile_predictions_loss: 502.1037 - logcount_predictions_loss: 0.3373 2405/2407 [============================>.] - ETA: 0s - loss: 505.8147 - logits_profile_predictions_loss: 502.1046 - logcount_predictions_loss: 0.3373 2406/2407 [============================>.] - ETA: 0s - loss: 505.8156 - logits_profile_predictions_loss: 502.1055 - logcount_predictions_loss: 0.3373 2407/2407 [==============================] - ETA: 0s - loss: 505.8166 - logits_profile_predictions_loss: 502.1064 - logcount_predictions_loss: 0.3373 2407/2407 [==============================] - 770s 320ms/step - loss: 505.8175 - logits_profile_predictions_loss: 502.1073 - logcount_predictions_loss: 0.3373 - val_loss: 522.5328 - val_logits_profile_predictions_loss: 518.4199 - val_logcount_predictions_loss: 0.3739 Epoch 00012: val_loss did not improve from 514.88385 Epoch 13/50 1/2407 [..............................] - ETA: 12:36 - loss: 472.4132 - logits_profile_predictions_loss: 467.7818 - logcount_predictions_loss: 0.4210 2/2407 [..............................] - ETA: 12:11 - loss: 468.1750 - logits_profile_predictions_loss: 463.8623 - 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497.4214 - logcount_predictions_loss: 0.3087  2376/2407 [============================>.] - ETA: 9s - loss: 500.8172 - logits_profile_predictions_loss: 497.4213 - logcount_predictions_loss: 0.3087 2377/2407 [============================>.] - ETA: 9s - loss: 500.8169 - logits_profile_predictions_loss: 497.4211 - logcount_predictions_loss: 0.3087 2378/2407 [============================>.] - ETA: 8s - loss: 500.8168 - logits_profile_predictions_loss: 497.4209 - logcount_predictions_loss: 0.3087 2379/2407 [============================>.] - ETA: 8s - loss: 500.8166 - logits_profile_predictions_loss: 497.4208 - logcount_predictions_loss: 0.3087 2380/2407 [============================>.] - ETA: 8s - loss: 500.8164 - logits_profile_predictions_loss: 497.4206 - logcount_predictions_loss: 0.3087 2381/2407 [============================>.] - ETA: 7s - loss: 500.8162 - logits_profile_predictions_loss: 497.4205 - logcount_predictions_loss: 0.3087 2382/2407 [============================>.] - ETA: 7s - loss: 500.8160 - logits_profile_predictions_loss: 497.4204 - logcount_predictions_loss: 0.3087 2383/2407 [============================>.] - ETA: 7s - loss: 500.8159 - logits_profile_predictions_loss: 497.4202 - logcount_predictions_loss: 0.3087 2384/2407 [============================>.] - ETA: 7s - loss: 500.8157 - logits_profile_predictions_loss: 497.4201 - logcount_predictions_loss: 0.3087 2385/2407 [============================>.] - ETA: 6s - loss: 500.8156 - logits_profile_predictions_loss: 497.4200 - logcount_predictions_loss: 0.3087 2386/2407 [============================>.] - ETA: 6s - loss: 500.8154 - logits_profile_predictions_loss: 497.4199 - logcount_predictions_loss: 0.3087 2387/2407 [============================>.] - ETA: 6s - loss: 500.8153 - logits_profile_predictions_loss: 497.4198 - logcount_predictions_loss: 0.3087 2388/2407 [============================>.] - ETA: 5s - loss: 500.8151 - logits_profile_predictions_loss: 497.4197 - logcount_predictions_loss: 0.3087 2389/2407 [============================>.] - ETA: 5s - loss: 500.8150 - logits_profile_predictions_loss: 497.4195 - logcount_predictions_loss: 0.3087 2390/2407 [============================>.] - ETA: 5s - loss: 500.8148 - logits_profile_predictions_loss: 497.4194 - logcount_predictions_loss: 0.3087 2391/2407 [============================>.] - ETA: 4s - loss: 500.8147 - logits_profile_predictions_loss: 497.4193 - logcount_predictions_loss: 0.3087 2392/2407 [============================>.] - ETA: 4s - loss: 500.8145 - logits_profile_predictions_loss: 497.4192 - logcount_predictions_loss: 0.3087 2393/2407 [============================>.] - ETA: 4s - loss: 500.8144 - logits_profile_predictions_loss: 497.4191 - logcount_predictions_loss: 0.3086 2394/2407 [============================>.] - ETA: 3s - loss: 500.8142 - logits_profile_predictions_loss: 497.4190 - logcount_predictions_loss: 0.3086 2395/2407 [============================>.] - ETA: 3s - loss: 500.8141 - logits_profile_predictions_loss: 497.4189 - logcount_predictions_loss: 0.3086 2396/2407 [============================>.] - ETA: 3s - loss: 500.8139 - logits_profile_predictions_loss: 497.4187 - logcount_predictions_loss: 0.3086 2397/2407 [============================>.] - ETA: 3s - loss: 500.8137 - logits_profile_predictions_loss: 497.4186 - logcount_predictions_loss: 0.3086 2398/2407 [============================>.] - ETA: 2s - loss: 500.8136 - logits_profile_predictions_loss: 497.4185 - logcount_predictions_loss: 0.3086 2399/2407 [============================>.] - ETA: 2s - loss: 500.8134 - logits_profile_predictions_loss: 497.4183 - logcount_predictions_loss: 0.3086 2400/2407 [============================>.] - ETA: 2s - loss: 500.8132 - logits_profile_predictions_loss: 497.4182 - logcount_predictions_loss: 0.3086 2401/2407 [============================>.] - ETA: 1s - loss: 500.8131 - logits_profile_predictions_loss: 497.4181 - logcount_predictions_loss: 0.3086 2402/2407 [============================>.] - ETA: 1s - loss: 500.8129 - logits_profile_predictions_loss: 497.4179 - logcount_predictions_loss: 0.3086 2403/2407 [============================>.] - ETA: 1s - loss: 500.8127 - logits_profile_predictions_loss: 497.4178 - logcount_predictions_loss: 0.3086 2404/2407 [============================>.] - ETA: 0s - loss: 500.8126 - logits_profile_predictions_loss: 497.4177 - logcount_predictions_loss: 0.3086 2405/2407 [============================>.] - ETA: 0s - loss: 500.8124 - logits_profile_predictions_loss: 497.4175 - logcount_predictions_loss: 0.3086 2406/2407 [============================>.] - ETA: 0s - loss: 500.8122 - logits_profile_predictions_loss: 497.4174 - logcount_predictions_loss: 0.3086 2407/2407 [==============================] - ETA: 0s - loss: 500.8120 - logits_profile_predictions_loss: 497.4173 - logcount_predictions_loss: 0.3086 2407/2407 [==============================] - 770s 320ms/step - loss: 500.8119 - logits_profile_predictions_loss: 497.4171 - logcount_predictions_loss: 0.3086 - val_loss: 516.9526 - val_logits_profile_predictions_loss: 513.2299 - val_logcount_predictions_loss: 0.3384 Epoch 00013: val_loss did not improve from 514.88385 Epoch 14/50 1/2407 [..............................] - ETA: 12:35 - loss: 531.4709 - logits_profile_predictions_loss: 527.4177 - logcount_predictions_loss: 0.3685 2/2407 [..............................] - ETA: 12:12 - loss: 543.9290 - logits_profile_predictions_loss: 540.0271 - logcount_predictions_loss: 0.3547 3/2407 [..............................] - ETA: 12:24 - loss: 550.8135 - logits_profile_predictions_loss: 547.0170 - logcount_predictions_loss: 0.3451 4/2407 [..............................] - ETA: 12:21 - loss: 551.1865 - logits_profile_predictions_loss: 547.3825 - logcount_predictions_loss: 0.3458 5/2407 [..............................] - ETA: 12:18 - loss: 548.5186 - logits_profile_predictions_loss: 544.7088 - logcount_predictions_loss: 0.3463 6/2407 [..............................] - ETA: 12:17 - loss: 546.1500 - logits_profile_predictions_loss: 542.3759 - logcount_predictions_loss: 0.3431 7/2407 [..............................] - ETA: 12:16 - loss: 543.2258 - logits_profile_predictions_loss: 539.4699 - logcount_predictions_loss: 0.3414 8/2407 [..............................] - ETA: 12:15 - loss: 539.6864 - logits_profile_predictions_loss: 535.9592 - logcount_predictions_loss: 0.3388 9/2407 [..............................] - ETA: 12:15 - loss: 535.7882 - logits_profile_predictions_loss: 532.1002 - logcount_predictions_loss: 0.3353 10/2407 [..............................] - ETA: 12:14 - loss: 533.9348 - logits_profile_predictions_loss: 530.2877 - logcount_predictions_loss: 0.3315 11/2407 [..............................] - ETA: 12:14 - loss: 533.4698 - logits_profile_predictions_loss: 529.8423 - logcount_predictions_loss: 0.3298 12/2407 [..............................] - ETA: 12:13 - loss: 532.6896 - logits_profile_predictions_loss: 529.0754 - logcount_predictions_loss: 0.3286 13/2407 [..............................] - ETA: 12:13 - loss: 531.8041 - logits_profile_predictions_loss: 528.2079 - logcount_predictions_loss: 0.3269 14/2407 [..............................] - ETA: 12:13 - loss: 531.0502 - logits_profile_predictions_loss: 527.4745 - logcount_predictions_loss: 0.3251 15/2407 [..............................] - ETA: 12:12 - loss: 530.6219 - logits_profile_predictions_loss: 527.0645 - logcount_predictions_loss: 0.3234 16/2407 [..............................] - ETA: 12:12 - loss: 530.2073 - logits_profile_predictions_loss: 526.6705 - logcount_predictions_loss: 0.3215 17/2407 [..............................] - ETA: 12:12 - loss: 529.8609 - logits_profile_predictions_loss: 526.3429 - logcount_predictions_loss: 0.3198 18/2407 [..............................] - ETA: 12:11 - loss: 529.1911 - logits_profile_predictions_loss: 525.6932 - logcount_predictions_loss: 0.3180 19/2407 [..............................] - ETA: 12:11 - loss: 528.6235 - logits_profile_predictions_loss: 525.1408 - logcount_predictions_loss: 0.3166 20/2407 [..............................] - ETA: 12:11 - loss: 528.2380 - logits_profile_predictions_loss: 524.7700 - logcount_predictions_loss: 0.3153 21/2407 [..............................] - ETA: 12:10 - loss: 527.8159 - logits_profile_predictions_loss: 524.3611 - logcount_predictions_loss: 0.3141 22/2407 [..............................] - ETA: 12:10 - loss: 527.4119 - logits_profile_predictions_loss: 523.9671 - logcount_predictions_loss: 0.3132 23/2407 [..............................] - ETA: 12:10 - loss: 526.9199 - logits_profile_predictions_loss: 523.4854 - logcount_predictions_loss: 0.3122 24/2407 [..............................] - ETA: 12:09 - loss: 526.3454 - logits_profile_predictions_loss: 522.9196 - logcount_predictions_loss: 0.3114 25/2407 [..............................] - ETA: 12:09 - loss: 525.6504 - logits_profile_predictions_loss: 522.2336 - logcount_predictions_loss: 0.3106 26/2407 [..............................] - ETA: 12:09 - loss: 524.8657 - logits_profile_predictions_loss: 521.4569 - logcount_predictions_loss: 0.3099 27/2407 [..............................] - ETA: 12:08 - loss: 524.2166 - logits_profile_predictions_loss: 520.8144 - logcount_predictions_loss: 0.3093 28/2407 [..............................] - ETA: 12:08 - loss: 523.5461 - logits_profile_predictions_loss: 520.1514 - logcount_predictions_loss: 0.3086 29/2407 [..............................] - ETA: 12:08 - loss: 522.9219 - logits_profile_predictions_loss: 519.5343 - logcount_predictions_loss: 0.3080 30/2407 [..............................] - ETA: 12:08 - loss: 522.3194 - logits_profile_predictions_loss: 518.9399 - logcount_predictions_loss: 0.3072 31/2407 [..............................] - ETA: 12:07 - loss: 521.7589 - logits_profile_predictions_loss: 518.3878 - logcount_predictions_loss: 0.3065 32/2407 [..............................] - ETA: 12:07 - loss: 521.2197 - logits_profile_predictions_loss: 517.8568 - logcount_predictions_loss: 0.3057 33/2407 [..............................] - ETA: 12:07 - loss: 520.6129 - logits_profile_predictions_loss: 517.2587 - logcount_predictions_loss: 0.3049 34/2407 [..............................] - ETA: 12:06 - loss: 520.0405 - logits_profile_predictions_loss: 516.6929 - logcount_predictions_loss: 0.3043 35/2407 [..............................] - ETA: 12:06 - loss: 519.4956 - logits_profile_predictions_loss: 516.1539 - logcount_predictions_loss: 0.3038 36/2407 [..............................] - ETA: 12:06 - loss: 518.9073 - logits_profile_predictions_loss: 515.5721 - logcount_predictions_loss: 0.3032 37/2407 [..............................] - ETA: 12:05 - loss: 518.3278 - logits_profile_predictions_loss: 514.9991 - logcount_predictions_loss: 0.3026 38/2407 [..............................] - ETA: 12:05 - loss: 517.8194 - logits_profile_predictions_loss: 514.4979 - logcount_predictions_loss: 0.3020 39/2407 [..............................] - ETA: 12:05 - loss: 517.3113 - logits_profile_predictions_loss: 513.9966 - logcount_predictions_loss: 0.3013 40/2407 [..............................] - ETA: 12:05 - loss: 516.8783 - logits_profile_predictions_loss: 513.5692 - logcount_predictions_loss: 0.3008 41/2407 [..............................] - ETA: 12:04 - loss: 516.4974 - logits_profile_predictions_loss: 513.1938 - logcount_predictions_loss: 0.3003 42/2407 [..............................] - ETA: 12:04 - loss: 516.0583 - logits_profile_predictions_loss: 512.7606 - logcount_predictions_loss: 0.2998 43/2407 [..............................] - ETA: 12:04 - loss: 515.6386 - logits_profile_predictions_loss: 512.3466 - logcount_predictions_loss: 0.2993 44/2407 [..............................] - ETA: 12:03 - loss: 515.2435 - logits_profile_predictions_loss: 511.9572 - logcount_predictions_loss: 0.2988 45/2407 [..............................] - ETA: 12:03 - loss: 514.8471 - logits_profile_predictions_loss: 511.5666 - logcount_predictions_loss: 0.2982 46/2407 [..............................] - ETA: 12:03 - loss: 514.4835 - logits_profile_predictions_loss: 511.2089 - logcount_predictions_loss: 0.2977 47/2407 [..............................] - ETA: 12:02 - loss: 514.1116 - logits_profile_predictions_loss: 510.8428 - logcount_predictions_loss: 0.2972 48/2407 [..............................] - ETA: 12:02 - loss: 513.7652 - logits_profile_predictions_loss: 510.5022 - logcount_predictions_loss: 0.2966 49/2407 [..............................] - ETA: 12:02 - loss: 513.4359 - logits_profile_predictions_loss: 510.1782 - logcount_predictions_loss: 0.2961 50/2407 [..............................] - ETA: 12:02 - loss: 513.0991 - logits_profile_predictions_loss: 509.8471 - logcount_predictions_loss: 0.2956 51/2407 [..............................] - ETA: 12:01 - loss: 512.7994 - logits_profile_predictions_loss: 509.5524 - logcount_predictions_loss: 0.2952 52/2407 [..............................] - ETA: 12:01 - loss: 512.5085 - logits_profile_predictions_loss: 509.2659 - logcount_predictions_loss: 0.2948 53/2407 [..............................] - ETA: 12:01 - loss: 512.2046 - logits_profile_predictions_loss: 508.9665 - logcount_predictions_loss: 0.2944 54/2407 [..............................] - ETA: 12:00 - loss: 511.9251 - logits_profile_predictions_loss: 508.6914 - logcount_predictions_loss: 0.2940 55/2407 [..............................] - ETA: 12:00 - loss: 511.6558 - logits_profile_predictions_loss: 508.4263 - logcount_predictions_loss: 0.2936 56/2407 [..............................] - ETA: 12:00 - loss: 511.3817 - logits_profile_predictions_loss: 508.1564 - logcount_predictions_loss: 0.2932 57/2407 [..............................] - ETA: 12:00 - loss: 511.1061 - logits_profile_predictions_loss: 507.8845 - logcount_predictions_loss: 0.2929 58/2407 [..............................] - ETA: 11:59 - loss: 510.8176 - logits_profile_predictions_loss: 507.5997 - logcount_predictions_loss: 0.2925 59/2407 [..............................] - ETA: 11:59 - loss: 510.5321 - logits_profile_predictions_loss: 507.3174 - logcount_predictions_loss: 0.2922 60/2407 [..............................] - ETA: 11:59 - loss: 510.2631 - logits_profile_predictions_loss: 507.0517 - logcount_predictions_loss: 0.2919 61/2407 [..............................] - ETA: 11:58 - loss: 509.9924 - logits_profile_predictions_loss: 506.7841 - logcount_predictions_loss: 0.2917 62/2407 [..............................] - ETA: 11:58 - loss: 509.7197 - logits_profile_predictions_loss: 506.5144 - logcount_predictions_loss: 0.2914 63/2407 [..............................] - ETA: 11:58 - loss: 509.4517 - logits_profile_predictions_loss: 506.2493 - logcount_predictions_loss: 0.2911 64/2407 [..............................] - ETA: 11:57 - loss: 509.1897 - logits_profile_predictions_loss: 505.9902 - logcount_predictions_loss: 0.2909 65/2407 [..............................] - ETA: 11:57 - loss: 508.9289 - logits_profile_predictions_loss: 505.7322 - logcount_predictions_loss: 0.2906 66/2407 [..............................] - ETA: 11:57 - loss: 508.6629 - logits_profile_predictions_loss: 505.4691 - logcount_predictions_loss: 0.2903 67/2407 [..............................] - ETA: 11:56 - loss: 508.4028 - logits_profile_predictions_loss: 505.2118 - logcount_predictions_loss: 0.2901 68/2407 [..............................] - ETA: 11:56 - loss: 508.1672 - logits_profile_predictions_loss: 504.9789 - logcount_predictions_loss: 0.2898 69/2407 [..............................] - ETA: 11:56 - loss: 507.9363 - logits_profile_predictions_loss: 504.7507 - logcount_predictions_loss: 0.2896 70/2407 [..............................] - ETA: 11:56 - loss: 507.7082 - logits_profile_predictions_loss: 504.5253 - logcount_predictions_loss: 0.2893 71/2407 [..............................] - ETA: 11:55 - loss: 507.4866 - logits_profile_predictions_loss: 504.3065 - logcount_predictions_loss: 0.2891 72/2407 [..............................] - ETA: 11:55 - loss: 507.2967 - logits_profile_predictions_loss: 504.1192 - logcount_predictions_loss: 0.2889 73/2407 [..............................] - ETA: 11:55 - loss: 507.1016 - logits_profile_predictions_loss: 503.9267 - logcount_predictions_loss: 0.2886 74/2407 [..............................] - ETA: 11:54 - loss: 506.9259 - logits_profile_predictions_loss: 503.7535 - logcount_predictions_loss: 0.2884 75/2407 [..............................] - ETA: 11:54 - loss: 506.7447 - logits_profile_predictions_loss: 503.5748 - logcount_predictions_loss: 0.2882 76/2407 [..............................] - ETA: 11:54 - loss: 506.5673 - logits_profile_predictions_loss: 503.4001 - logcount_predictions_loss: 0.2879 77/2407 [..............................] - ETA: 11:53 - loss: 506.3885 - logits_profile_predictions_loss: 503.2239 - logcount_predictions_loss: 0.2877 78/2407 [..............................] - ETA: 11:53 - loss: 506.2079 - logits_profile_predictions_loss: 503.0460 - logcount_predictions_loss: 0.2875 79/2407 [..............................] - ETA: 11:53 - loss: 506.0389 - logits_profile_predictions_loss: 502.8795 - logcount_predictions_loss: 0.2872 80/2407 [..............................] - ETA: 11:53 - loss: 505.8738 - logits_profile_predictions_loss: 502.7171 - logcount_predictions_loss: 0.2870 81/2407 [>.............................] - ETA: 11:52 - loss: 505.7332 - logits_profile_predictions_loss: 502.5791 - logcount_predictions_loss: 0.2867 82/2407 [>.............................] - ETA: 11:52 - loss: 505.5911 - logits_profile_predictions_loss: 502.4394 - logcount_predictions_loss: 0.2865 83/2407 [>.............................] - ETA: 11:52 - loss: 505.4659 - logits_profile_predictions_loss: 502.3166 - logcount_predictions_loss: 0.2863 84/2407 [>.............................] - ETA: 11:51 - loss: 505.3375 - logits_profile_predictions_loss: 502.1905 - logcount_predictions_loss: 0.2861 85/2407 [>.............................] - ETA: 11:51 - loss: 505.2223 - logits_profile_predictions_loss: 502.0777 - logcount_predictions_loss: 0.2859 86/2407 [>.............................] - ETA: 11:51 - loss: 505.1159 - logits_profile_predictions_loss: 501.9735 - logcount_predictions_loss: 0.2857 87/2407 [>.............................] - ETA: 11:50 - loss: 505.0211 - logits_profile_predictions_loss: 501.8809 - logcount_predictions_loss: 0.2855 88/2407 [>.............................] - ETA: 11:50 - loss: 504.9349 - logits_profile_predictions_loss: 501.7968 - logcount_predictions_loss: 0.2853 89/2407 [>.............................] - ETA: 11:50 - loss: 504.8601 - logits_profile_predictions_loss: 501.7239 - logcount_predictions_loss: 0.2851 90/2407 [>.............................] - ETA: 11:50 - loss: 504.7816 - logits_profile_predictions_loss: 501.6474 - logcount_predictions_loss: 0.2849 91/2407 [>.............................] - ETA: 11:49 - loss: 504.7067 - logits_profile_predictions_loss: 501.5743 - logcount_predictions_loss: 0.2848 92/2407 [>.............................] - ETA: 11:49 - loss: 504.6283 - logits_profile_predictions_loss: 501.4976 - logcount_predictions_loss: 0.2846 93/2407 [>.............................] - ETA: 11:49 - loss: 504.5405 - logits_profile_predictions_loss: 501.4116 - logcount_predictions_loss: 0.2844 94/2407 [>.............................] - ETA: 11:48 - loss: 504.4536 - logits_profile_predictions_loss: 501.3264 - logcount_predictions_loss: 0.2843 95/2407 [>.............................] - ETA: 11:48 - loss: 504.3668 - logits_profile_predictions_loss: 501.2412 - logcount_predictions_loss: 0.2841 96/2407 [>.............................] - ETA: 11:48 - loss: 504.2732 - logits_profile_predictions_loss: 501.1494 - logcount_predictions_loss: 0.2840 97/2407 [>.............................] - ETA: 11:47 - loss: 504.1819 - logits_profile_predictions_loss: 501.0598 - logcount_predictions_loss: 0.2838 98/2407 [>.............................] - ETA: 11:47 - loss: 504.0929 - logits_profile_predictions_loss: 500.9723 - logcount_predictions_loss: 0.2837 99/2407 [>.............................] - ETA: 11:47 - loss: 504.0056 - logits_profile_predictions_loss: 500.8866 - logcount_predictions_loss: 0.2835 100/2407 [>.............................] - ETA: 11:47 - loss: 503.9117 - logits_profile_predictions_loss: 500.7942 - logcount_predictions_loss: 0.2834 101/2407 [>.............................] - ETA: 11:46 - loss: 503.8218 - logits_profile_predictions_loss: 500.7059 - logcount_predictions_loss: 0.2833 102/2407 [>.............................] - ETA: 11:46 - loss: 503.7376 - logits_profile_predictions_loss: 500.6230 - logcount_predictions_loss: 0.2831 103/2407 [>.............................] - ETA: 11:46 - loss: 503.6526 - 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[====>.........................] - ETA: 10:01 - loss: 499.0323 - logits_profile_predictions_loss: 495.9490 - logcount_predictions_loss: 0.2803 449/2407 [====>.........................] - ETA: 10:01 - loss: 499.0310 - logits_profile_predictions_loss: 495.9477 - logcount_predictions_loss: 0.2803 450/2407 [====>.........................] - ETA: 10:00 - loss: 499.0301 - logits_profile_predictions_loss: 495.9467 - logcount_predictions_loss: 0.2803 451/2407 [====>.........................] - ETA: 10:00 - loss: 499.0291 - logits_profile_predictions_loss: 495.9457 - logcount_predictions_loss: 0.2803 452/2407 [====>.........................] - ETA: 10:00 - loss: 499.0276 - logits_profile_predictions_loss: 495.9441 - logcount_predictions_loss: 0.2803 453/2407 [====>.........................] - ETA: 9:59 - loss: 499.0260 - logits_profile_predictions_loss: 495.9424 - logcount_predictions_loss: 0.2803  454/2407 [====>.........................] - ETA: 9:59 - loss: 499.0240 - 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[====>.........................] - ETA: 9:57 - loss: 499.0127 - logits_profile_predictions_loss: 495.9286 - logcount_predictions_loss: 0.2804 462/2407 [====>.........................] - ETA: 9:57 - loss: 499.0116 - logits_profile_predictions_loss: 495.9274 - logcount_predictions_loss: 0.2804 463/2407 [====>.........................] - ETA: 9:56 - loss: 499.0105 - logits_profile_predictions_loss: 495.9263 - logcount_predictions_loss: 0.2804 464/2407 [====>.........................] - ETA: 9:56 - loss: 499.0093 - logits_profile_predictions_loss: 495.9250 - logcount_predictions_loss: 0.2804 465/2407 [====>.........................] - ETA: 9:56 - loss: 499.0077 - logits_profile_predictions_loss: 495.9233 - logcount_predictions_loss: 0.2804 466/2407 [====>.........................] - ETA: 9:55 - loss: 499.0063 - logits_profile_predictions_loss: 495.9218 - logcount_predictions_loss: 0.2804 467/2407 [====>.........................] - ETA: 9:55 - loss: 499.0055 - 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[====>.........................] - ETA: 9:53 - loss: 498.9989 - logits_profile_predictions_loss: 495.9139 - logcount_predictions_loss: 0.2805 475/2407 [====>.........................] - ETA: 9:53 - loss: 498.9976 - logits_profile_predictions_loss: 495.9125 - logcount_predictions_loss: 0.2805 476/2407 [====>.........................] - ETA: 9:52 - loss: 498.9964 - logits_profile_predictions_loss: 495.9113 - logcount_predictions_loss: 0.2805 477/2407 [====>.........................] - ETA: 9:52 - loss: 498.9950 - logits_profile_predictions_loss: 495.9097 - logcount_predictions_loss: 0.2805 478/2407 [====>.........................] - ETA: 9:52 - loss: 498.9934 - logits_profile_predictions_loss: 495.9081 - logcount_predictions_loss: 0.2805 479/2407 [====>.........................] - ETA: 9:51 - loss: 498.9919 - logits_profile_predictions_loss: 495.9065 - logcount_predictions_loss: 0.2805 480/2407 [====>.........................] - ETA: 9:51 - loss: 498.9905 - 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[=====>........................] - ETA: 9:49 - loss: 498.9785 - logits_profile_predictions_loss: 495.8926 - logcount_predictions_loss: 0.2805 488/2407 [=====>........................] - ETA: 9:49 - loss: 498.9762 - logits_profile_predictions_loss: 495.8902 - logcount_predictions_loss: 0.2805 489/2407 [=====>........................] - ETA: 9:48 - loss: 498.9739 - logits_profile_predictions_loss: 495.8878 - logcount_predictions_loss: 0.2805 490/2407 [=====>........................] - ETA: 9:48 - loss: 498.9713 - logits_profile_predictions_loss: 495.8852 - logcount_predictions_loss: 0.2805 491/2407 [=====>........................] - ETA: 9:48 - loss: 498.9686 - logits_profile_predictions_loss: 495.8824 - logcount_predictions_loss: 0.2806 492/2407 [=====>........................] - ETA: 9:47 - loss: 498.9656 - logits_profile_predictions_loss: 495.8795 - logcount_predictions_loss: 0.2806 493/2407 [=====>........................] - ETA: 9:47 - loss: 498.9628 - 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[=====>........................] - ETA: 9:45 - loss: 498.9409 - logits_profile_predictions_loss: 495.8544 - logcount_predictions_loss: 0.2806 501/2407 [=====>........................] - ETA: 9:45 - loss: 498.9375 - logits_profile_predictions_loss: 495.8509 - logcount_predictions_loss: 0.2806 502/2407 [=====>........................] - ETA: 9:44 - loss: 498.9341 - logits_profile_predictions_loss: 495.8474 - logcount_predictions_loss: 0.2806 503/2407 [=====>........................] - ETA: 9:44 - loss: 498.9306 - logits_profile_predictions_loss: 495.8439 - logcount_predictions_loss: 0.2806 504/2407 [=====>........................] - ETA: 9:44 - loss: 498.9271 - logits_profile_predictions_loss: 495.8404 - logcount_predictions_loss: 0.2806 505/2407 [=====>........................] - ETA: 9:43 - loss: 498.9235 - logits_profile_predictions_loss: 495.8367 - logcount_predictions_loss: 0.2806 506/2407 [=====>........................] - ETA: 9:43 - loss: 498.9198 - 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logits_profile_predictions_loss: 494.2861 - logcount_predictions_loss: 0.2827 2327/2407 [============================>.] - ETA: 24s - loss: 497.3959 - logits_profile_predictions_loss: 494.2858 - logcount_predictions_loss: 0.2827 2328/2407 [============================>.] - ETA: 24s - loss: 497.3956 - logits_profile_predictions_loss: 494.2855 - logcount_predictions_loss: 0.2827 2329/2407 [============================>.] - ETA: 23s - loss: 497.3954 - logits_profile_predictions_loss: 494.2853 - logcount_predictions_loss: 0.2827 2330/2407 [============================>.] - ETA: 23s - loss: 497.3951 - logits_profile_predictions_loss: 494.2850 - logcount_predictions_loss: 0.2827 2331/2407 [============================>.] - ETA: 23s - loss: 497.3949 - logits_profile_predictions_loss: 494.2848 - logcount_predictions_loss: 0.2827 2332/2407 [============================>.] - ETA: 23s - loss: 497.3946 - logits_profile_predictions_loss: 494.2845 - logcount_predictions_loss: 0.2827 2333/2407 [============================>.] - ETA: 22s - loss: 497.3944 - logits_profile_predictions_loss: 494.2843 - logcount_predictions_loss: 0.2827 2334/2407 [============================>.] - ETA: 22s - loss: 497.3941 - logits_profile_predictions_loss: 494.2840 - logcount_predictions_loss: 0.2827 2335/2407 [============================>.] - ETA: 22s - loss: 497.3939 - logits_profile_predictions_loss: 494.2838 - logcount_predictions_loss: 0.2827 2336/2407 [============================>.] - ETA: 21s - loss: 497.3936 - logits_profile_predictions_loss: 494.2835 - logcount_predictions_loss: 0.2827 2337/2407 [============================>.] - ETA: 21s - loss: 497.3934 - logits_profile_predictions_loss: 494.2833 - logcount_predictions_loss: 0.2827 2338/2407 [============================>.] - ETA: 21s - loss: 497.3931 - logits_profile_predictions_loss: 494.2830 - logcount_predictions_loss: 0.2827 2339/2407 [============================>.] - ETA: 20s - loss: 497.3929 - logits_profile_predictions_loss: 494.2828 - logcount_predictions_loss: 0.2827 2340/2407 [============================>.] - ETA: 20s - loss: 497.3927 - logits_profile_predictions_loss: 494.2826 - logcount_predictions_loss: 0.2827 2341/2407 [============================>.] - ETA: 20s - loss: 497.3925 - logits_profile_predictions_loss: 494.2824 - logcount_predictions_loss: 0.2827 2342/2407 [============================>.] - ETA: 19s - loss: 497.3923 - logits_profile_predictions_loss: 494.2822 - logcount_predictions_loss: 0.2827 2343/2407 [============================>.] - ETA: 19s - loss: 497.3920 - logits_profile_predictions_loss: 494.2819 - logcount_predictions_loss: 0.2827 2344/2407 [============================>.] - ETA: 19s - loss: 497.3918 - logits_profile_predictions_loss: 494.2817 - logcount_predictions_loss: 0.2827 2345/2407 [============================>.] - ETA: 19s - loss: 497.3916 - logits_profile_predictions_loss: 494.2815 - logcount_predictions_loss: 0.2827 2346/2407 [============================>.] - ETA: 18s - loss: 497.3913 - logits_profile_predictions_loss: 494.2812 - logcount_predictions_loss: 0.2827 2347/2407 [============================>.] - ETA: 18s - loss: 497.3911 - logits_profile_predictions_loss: 494.2810 - logcount_predictions_loss: 0.2827 2348/2407 [============================>.] - ETA: 18s - loss: 497.3908 - logits_profile_predictions_loss: 494.2807 - logcount_predictions_loss: 0.2827 2349/2407 [============================>.] - ETA: 17s - loss: 497.3906 - logits_profile_predictions_loss: 494.2805 - logcount_predictions_loss: 0.2827 2350/2407 [============================>.] - ETA: 17s - loss: 497.3903 - logits_profile_predictions_loss: 494.2802 - logcount_predictions_loss: 0.2827 2351/2407 [============================>.] - ETA: 17s - loss: 497.3900 - logits_profile_predictions_loss: 494.2799 - logcount_predictions_loss: 0.2827 2352/2407 [============================>.] - ETA: 16s - loss: 497.3898 - logits_profile_predictions_loss: 494.2797 - logcount_predictions_loss: 0.2827 2353/2407 [============================>.] - ETA: 16s - loss: 497.3895 - logits_profile_predictions_loss: 494.2794 - logcount_predictions_loss: 0.2827 2354/2407 [============================>.] - ETA: 16s - loss: 497.3893 - logits_profile_predictions_loss: 494.2792 - logcount_predictions_loss: 0.2827 2355/2407 [============================>.] - ETA: 15s - loss: 497.3890 - logits_profile_predictions_loss: 494.2789 - logcount_predictions_loss: 0.2827 2356/2407 [============================>.] - ETA: 15s - loss: 497.3888 - logits_profile_predictions_loss: 494.2787 - logcount_predictions_loss: 0.2827 2357/2407 [============================>.] - ETA: 15s - loss: 497.3886 - logits_profile_predictions_loss: 494.2785 - logcount_predictions_loss: 0.2827 2358/2407 [============================>.] - ETA: 15s - loss: 497.3883 - logits_profile_predictions_loss: 494.2783 - logcount_predictions_loss: 0.2827 2359/2407 [============================>.] - ETA: 14s - loss: 497.3881 - logits_profile_predictions_loss: 494.2780 - logcount_predictions_loss: 0.2827 2360/2407 [============================>.] - ETA: 14s - loss: 497.3879 - logits_profile_predictions_loss: 494.2778 - logcount_predictions_loss: 0.2827 2361/2407 [============================>.] - ETA: 14s - loss: 497.3877 - logits_profile_predictions_loss: 494.2776 - logcount_predictions_loss: 0.2827 2362/2407 [============================>.] - ETA: 13s - loss: 497.3874 - logits_profile_predictions_loss: 494.2773 - logcount_predictions_loss: 0.2827 2363/2407 [============================>.] - ETA: 13s - loss: 497.3872 - logits_profile_predictions_loss: 494.2771 - logcount_predictions_loss: 0.2827 2364/2407 [============================>.] - ETA: 13s - loss: 497.3870 - logits_profile_predictions_loss: 494.2769 - logcount_predictions_loss: 0.2827 2365/2407 [============================>.] - ETA: 12s - loss: 497.3867 - logits_profile_predictions_loss: 494.2766 - logcount_predictions_loss: 0.2827 2366/2407 [============================>.] - ETA: 12s - loss: 497.3865 - logits_profile_predictions_loss: 494.2764 - logcount_predictions_loss: 0.2827 2367/2407 [============================>.] - ETA: 12s - loss: 497.3863 - logits_profile_predictions_loss: 494.2762 - logcount_predictions_loss: 0.2827 2368/2407 [============================>.] - ETA: 11s - loss: 497.3860 - logits_profile_predictions_loss: 494.2760 - logcount_predictions_loss: 0.2827 2369/2407 [============================>.] - ETA: 11s - loss: 497.3858 - logits_profile_predictions_loss: 494.2757 - logcount_predictions_loss: 0.2827 2370/2407 [============================>.] - ETA: 11s - loss: 497.3856 - logits_profile_predictions_loss: 494.2755 - logcount_predictions_loss: 0.2827 2371/2407 [============================>.] - ETA: 11s - loss: 497.3853 - logits_profile_predictions_loss: 494.2752 - logcount_predictions_loss: 0.2827 2372/2407 [============================>.] - ETA: 10s - loss: 497.3851 - logits_profile_predictions_loss: 494.2750 - logcount_predictions_loss: 0.2827 2373/2407 [============================>.] - ETA: 10s - loss: 497.3848 - logits_profile_predictions_loss: 494.2748 - logcount_predictions_loss: 0.2827 2374/2407 [============================>.] - ETA: 10s - loss: 497.3846 - logits_profile_predictions_loss: 494.2745 - logcount_predictions_loss: 0.2827 2375/2407 [============================>.] - ETA: 9s - loss: 497.3844 - logits_profile_predictions_loss: 494.2743 - logcount_predictions_loss: 0.2827  2376/2407 [============================>.] - ETA: 9s - loss: 497.3842 - logits_profile_predictions_loss: 494.2741 - logcount_predictions_loss: 0.2827 2377/2407 [============================>.] - ETA: 9s - loss: 497.3840 - logits_profile_predictions_loss: 494.2739 - logcount_predictions_loss: 0.2827 2378/2407 [============================>.] - ETA: 8s - loss: 497.3838 - logits_profile_predictions_loss: 494.2737 - logcount_predictions_loss: 0.2827 2379/2407 [============================>.] - ETA: 8s - loss: 497.3836 - logits_profile_predictions_loss: 494.2735 - logcount_predictions_loss: 0.2827 2380/2407 [============================>.] - ETA: 8s - loss: 497.3834 - logits_profile_predictions_loss: 494.2733 - logcount_predictions_loss: 0.2827 2381/2407 [============================>.] - ETA: 7s - loss: 497.3832 - logits_profile_predictions_loss: 494.2731 - logcount_predictions_loss: 0.2827 2382/2407 [============================>.] - ETA: 7s - loss: 497.3829 - logits_profile_predictions_loss: 494.2729 - logcount_predictions_loss: 0.2827 2383/2407 [============================>.] - ETA: 7s - loss: 497.3827 - logits_profile_predictions_loss: 494.2727 - logcount_predictions_loss: 0.2827 2384/2407 [============================>.] - ETA: 7s - loss: 497.3825 - logits_profile_predictions_loss: 494.2725 - logcount_predictions_loss: 0.2827 2385/2407 [============================>.] - ETA: 6s - loss: 497.3823 - logits_profile_predictions_loss: 494.2723 - logcount_predictions_loss: 0.2827 2386/2407 [============================>.] - ETA: 6s - loss: 497.3821 - logits_profile_predictions_loss: 494.2721 - logcount_predictions_loss: 0.2827 2387/2407 [============================>.] - ETA: 6s - loss: 497.3819 - logits_profile_predictions_loss: 494.2718 - logcount_predictions_loss: 0.2827 2388/2407 [============================>.] - ETA: 5s - loss: 497.3817 - logits_profile_predictions_loss: 494.2716 - logcount_predictions_loss: 0.2827 2389/2407 [============================>.] - ETA: 5s - loss: 497.3815 - logits_profile_predictions_loss: 494.2714 - logcount_predictions_loss: 0.2827 2390/2407 [============================>.] - ETA: 5s - loss: 497.3813 - logits_profile_predictions_loss: 494.2712 - logcount_predictions_loss: 0.2827 2391/2407 [============================>.] - ETA: 4s - loss: 497.3811 - logits_profile_predictions_loss: 494.2710 - logcount_predictions_loss: 0.2827 2392/2407 [============================>.] - ETA: 4s - loss: 497.3809 - logits_profile_predictions_loss: 494.2708 - logcount_predictions_loss: 0.2827 2393/2407 [============================>.] - ETA: 4s - loss: 497.3807 - logits_profile_predictions_loss: 494.2706 - logcount_predictions_loss: 0.2827 2394/2407 [============================>.] - ETA: 3s - loss: 497.3805 - logits_profile_predictions_loss: 494.2704 - logcount_predictions_loss: 0.2827 2395/2407 [============================>.] - ETA: 3s - loss: 497.3803 - logits_profile_predictions_loss: 494.2702 - logcount_predictions_loss: 0.2827 2396/2407 [============================>.] - ETA: 3s - loss: 497.3800 - logits_profile_predictions_loss: 494.2700 - logcount_predictions_loss: 0.2827 2397/2407 [============================>.] - ETA: 3s - loss: 497.3798 - logits_profile_predictions_loss: 494.2697 - logcount_predictions_loss: 0.2827 2398/2407 [============================>.] - ETA: 2s - loss: 497.3796 - logits_profile_predictions_loss: 494.2695 - logcount_predictions_loss: 0.2827 2399/2407 [============================>.] - ETA: 2s - loss: 497.3793 - logits_profile_predictions_loss: 494.2693 - logcount_predictions_loss: 0.2827 2400/2407 [============================>.] - ETA: 2s - loss: 497.3791 - logits_profile_predictions_loss: 494.2690 - logcount_predictions_loss: 0.2827 2401/2407 [============================>.] - ETA: 1s - loss: 497.3788 - logits_profile_predictions_loss: 494.2688 - logcount_predictions_loss: 0.2827 2402/2407 [============================>.] - ETA: 1s - loss: 497.3786 - logits_profile_predictions_loss: 494.2686 - logcount_predictions_loss: 0.2827 2403/2407 [============================>.] - ETA: 1s - loss: 497.3784 - logits_profile_predictions_loss: 494.2683 - logcount_predictions_loss: 0.2827 2404/2407 [============================>.] - ETA: 0s - loss: 497.3781 - logits_profile_predictions_loss: 494.2681 - logcount_predictions_loss: 0.2827 2405/2407 [============================>.] - ETA: 0s - loss: 497.3779 - logits_profile_predictions_loss: 494.2679 - logcount_predictions_loss: 0.2827 2406/2407 [============================>.] - ETA: 0s - loss: 497.3777 - logits_profile_predictions_loss: 494.2677 - logcount_predictions_loss: 0.2827 2407/2407 [==============================] - ETA: 0s - loss: 497.3775 - logits_profile_predictions_loss: 494.2675 - logcount_predictions_loss: 0.2827 2407/2407 [==============================] - 770s 320ms/step - loss: 497.3773 - logits_profile_predictions_loss: 494.2672 - logcount_predictions_loss: 0.2827 - val_loss: 516.4414 - val_logits_profile_predictions_loss: 512.8395 - val_logcount_predictions_loss: 0.3274 Epoch 00014: val_loss did not improve from 514.88385 Restoring model weights from the end of the best epoch. Epoch 00014: early stopping save model save model without bias 2022-03-18_21-37-11: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/predict.py \ --genome=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ --bigwig=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR780ABS//preprocessing/bigWigs/ENCSR780ABS.bigWig \ --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR780ABS//chrombppnet_model_encsr283tme_bias//filtered.peaks.bed \ --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR780ABS//chrombppnet_model_encsr283tme_bias//filtered.nonpeaks.bed \ --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_0.json \ --inputlen=2114 \ --outputlen=1000 \ --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR780ABS//chrombppnet_model_encsr283tme_bias//chrombpnet \ --batch_size=256 \ --model_h5=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR780ABS//chrombppnet_model_encsr283tme_bias//chrombpnet.h5 got the model loading peaks... got split:test for bed regions:(43655, 10) loading nonpeaks... got split:test for bed regions:(43655, 10) 0/342 100/342 200/342 300/342 2022-03-18_21-45-45: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/predict.py \ --genome=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ --bigwig=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR780ABS//preprocessing/bigWigs/ENCSR780ABS.bigWig \ --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR780ABS//chrombppnet_model_encsr283tme_bias//filtered.peaks.bed \ --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR780ABS//chrombppnet_model_encsr283tme_bias//filtered.nonpeaks.bed \ --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_0.json \ --inputlen=2114 \ --outputlen=1000 \ --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR780ABS//chrombppnet_model_encsr283tme_bias//chrombpnet_wo_bias \ --batch_size=256 \ --model_h5=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR780ABS//chrombppnet_model_encsr283tme_bias//chrombpnet_wo_bias.h5 got the model loading peaks... got split:test for bed regions:(43655, 10) loading nonpeaks... got split:test for bed regions:(43655, 10) 0/342 100/342 200/342 300/342 2022-03-18_21-51-42: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/predict.py \ --genome=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ --bigwig=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR780ABS//preprocessing/bigWigs/ENCSR780ABS.bigWig \ --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR780ABS//chrombppnet_model_encsr283tme_bias//filtered.peaks.bed \ --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR780ABS//chrombppnet_model_encsr283tme_bias//filtered.nonpeaks.bed \ --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_0.json \ --inputlen=2114 \ --outputlen=1000 \ --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR780ABS//chrombppnet_model_encsr283tme_bias//bias \ --batch_size=256 \ --model_h5=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR780ABS//chrombppnet_model_encsr283tme_bias//bias_model_scaled.h5 got the model loading peaks... got split:test for bed regions:(43655, 10) loading nonpeaks... got split:test for bed regions:(43655, 10) 0/342 100/342 200/342 300/342 2022-03-18_21-55-04: mkdir /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR780ABS//chrombppnet_model_encsr283tme_bias//footprints 2022-03-18_21-55-04: 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/ENCSR780ABS//chrombppnet_model_encsr283tme_bias//filtered.nonpeaks.bed \ -chr chr1 \ -m /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR780ABS//chrombppnet_model_encsr283tme_bias//chrombpnet_wo_bias.h5 \ -bs 512 \ -o /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR780ABS//chrombppnet_model_encsr283tme_bias//footprints/corrected \ -pwm_f src/evaluation/marginal_footprints/motif_to_pwm.tsv \ -mo dnase_1,dnase_2 MOTIF_NAME MOTIF_PWM_FWD 0 tn5_1 GCACAGTACAGAGCTG 1 tn5_2 GTGCACAGTTCTAGAGTGTGCAG 2 tn5_3 CCTCTACACTGTGCAGAA 3 tn5_4 GCACAGTTCTAGACTGTGCAG 4 tn5_5 CTGCACAGTGTAGAGTTGTGC 5 dnase_1 TTTACAAGTCCA 6 dnase_2 TGTACTTACGAA 7 NRF1 GCGCATGCGC 8 AP1 CGATATGACTCATCCC 9 CTCF TTGGCCACTAGGGGGCGCTAT 10 ETS CCGAAAGCGGAAGTGAGAC 11 SP1 AAGGGGGCGGGGCCTAA 12 RUNX CCCTAACCACAGCCC 13 NFKB GCAAGGGAAATTCCCCAGG 14 GATA+TAL GGCTGGGGGGGGCAGATAAGGCC 15 TAL GGCTGGG 16 NFYB CCAGCCAATCAGAGC 17 GABPA GAAACCGGAAGTGGCC 18 BACH1+MAFK AACTGCTGAGTCATCCCG 19 NRF1 CCCCGCGCATGCGCAGTGC 20 HNF4G CCGTTGGACTTTGGACCCTG got the model Model: "model_1" __________________________________________________________________________________________________ Layer (type) Output Shape Param # Connected to ================================================================================================== sequence (InputLayer) [(None, 2114, 4)] 0 __________________________________________________________________________________________________ wo_bias_bpnet_1st_conv (Conv1D) (None, 2094, 512) 43520 sequence[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_1conv (Conv1D) (None, 2090, 512) 786944 wo_bias_bpnet_1st_conv[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_1crop (Cropping1D (None, 2090, 512) 0 wo_bias_bpnet_1st_conv[0][0] __________________________________________________________________________________________________ add (Add) (None, 2090, 512) 0 wo_bias_bpnet_1conv[0][0] wo_bias_bpnet_1crop[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_2conv (Conv1D) (None, 2082, 512) 786944 add[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_2crop (Cropping1D (None, 2082, 512) 0 add[0][0] __________________________________________________________________________________________________ add_1 (Add) (None, 2082, 512) 0 wo_bias_bpnet_2conv[0][0] wo_bias_bpnet_2crop[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_3conv (Conv1D) (None, 2066, 512) 786944 add_1[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_3crop (Cropping1D (None, 2066, 512) 0 add_1[0][0] __________________________________________________________________________________________________ add_2 (Add) (None, 2066, 512) 0 wo_bias_bpnet_3conv[0][0] wo_bias_bpnet_3crop[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_4conv (Conv1D) (None, 2034, 512) 786944 add_2[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_4crop (Cropping1D (None, 2034, 512) 0 add_2[0][0] __________________________________________________________________________________________________ add_3 (Add) (None, 2034, 512) 0 wo_bias_bpnet_4conv[0][0] wo_bias_bpnet_4crop[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_5conv (Conv1D) (None, 1970, 512) 786944 add_3[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_5crop (Cropping1D (None, 1970, 512) 0 add_3[0][0] __________________________________________________________________________________________________ add_4 (Add) (None, 1970, 512) 0 wo_bias_bpnet_5conv[0][0] wo_bias_bpnet_5crop[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_6conv (Conv1D) (None, 1842, 512) 786944 add_4[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_6crop (Cropping1D (None, 1842, 512) 0 add_4[0][0] __________________________________________________________________________________________________ add_5 (Add) (None, 1842, 512) 0 wo_bias_bpnet_6conv[0][0] wo_bias_bpnet_6crop[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_7conv (Conv1D) (None, 1586, 512) 786944 add_5[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_7crop (Cropping1D (None, 1586, 512) 0 add_5[0][0] __________________________________________________________________________________________________ add_6 (Add) (None, 1586, 512) 0 wo_bias_bpnet_7conv[0][0] wo_bias_bpnet_7crop[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_8conv (Conv1D) (None, 1074, 512) 786944 add_6[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_8crop (Cropping1D (None, 1074, 512) 0 add_6[0][0] __________________________________________________________________________________________________ add_7 (Add) (None, 1074, 512) 0 wo_bias_bpnet_8conv[0][0] wo_bias_bpnet_8crop[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_prof_out_precrop (None, 1000, 1) 38401 add_7[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_logitt_before_fla (None, 1000, 1) 0 wo_bias_bpnet_prof_out_precrop[0] __________________________________________________________________________________________________ gap (GlobalAveragePooling1D) (None, 512) 0 add_7[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_logits_profile_pr (None, 1000) 0 wo_bias_bpnet_logitt_before_flatt __________________________________________________________________________________________________ wo_bias_bpnet_logcount_predicti (None, 1) 513 gap[0][0] ================================================================================================== Total params: 6,377,986 Trainable params: 6,377,986 Non-trainable params: 0 __________________________________________________________________________________________________ inferred model inputlen: 2114 inferred model outputlen: 1000 inserting motif: dnase_1 TTTACAAGTCCA 1/42 [..............................] - ETA: 12:37 3/42 [=>............................] - ETA: 18s  4/42 [=>............................] - ETA: 24s 5/42 [==>...........................] - ETA: 26s 6/42 [===>..........................] - ETA: 27s 7/42 [====>.........................] - ETA: 27s 8/42 [====>.........................] - ETA: 27s 9/42 [=====>........................] - ETA: 27s 10/42 [======>.......................] - ETA: 26s 11/42 [======>.......................] - ETA: 26s 12/42 [=======>......................] - ETA: 25s 13/42 [========>.....................] - ETA: 25s 14/42 [=========>....................] - ETA: 24s 15/42 [=========>....................] - ETA: 23s 16/42 [==========>...................] - ETA: 22s 17/42 [===========>..................] - ETA: 22s 18/42 [===========>..................] - ETA: 21s 19/42 [============>.................] - ETA: 20s 20/42 [=============>................] - ETA: 19s 21/42 [==============>...............] - ETA: 18s 22/42 [==============>...............] - ETA: 18s 23/42 [===============>..............] - ETA: 17s 24/42 [================>.............] - ETA: 16s 25/42 [================>.............] - ETA: 15s 26/42 [=================>............] - ETA: 14s 27/42 [==================>...........] - ETA: 13s 28/42 [===================>..........] - ETA: 12s 29/42 [===================>..........] - ETA: 11s 30/42 [====================>.........] - ETA: 10s 31/42 [=====================>........] - ETA: 10s 32/42 [=====================>........] - ETA: 9s  33/42 [======================>.......] - ETA: 8s 34/42 [=======================>......] - ETA: 7s 35/42 [========================>.....] - ETA: 6s 36/42 [========================>.....] - ETA: 5s 37/42 [=========================>....] - ETA: 4s 38/42 [==========================>...] - ETA: 3s 39/42 [==========================>...] - ETA: 2s 40/42 [===========================>..] - ETA: 1s 41/42 [============================>.] - ETA: 0s 42/42 [==============================] - ETA: 0s 42/42 [==============================] - 77s 1s/step 1/42 [..............................] - ETA: 0s 2/42 [>.............................] - ETA: 37s 3/42 [=>............................] - ETA: 36s 4/42 [=>............................] - ETA: 36s 5/42 [==>...........................] - ETA: 35s 6/42 [===>..........................] - ETA: 34s 7/42 [====>.........................] - ETA: 33s 8/42 [====>.........................] - ETA: 32s 9/42 [=====>........................] - ETA: 31s 10/42 [======>.......................] - ETA: 30s 11/42 [======>.......................] - ETA: 29s 12/42 [=======>......................] - ETA: 28s 13/42 [========>.....................] - ETA: 27s 14/42 [=========>....................] - ETA: 26s 15/42 [=========>....................] - ETA: 25s 16/42 [==========>...................] - ETA: 24s 17/42 [===========>..................] - ETA: 23s 18/42 [===========>..................] - ETA: 22s 19/42 [============>.................] - ETA: 21s 20/42 [=============>................] - ETA: 20s 21/42 [==============>...............] - ETA: 19s 22/42 [==============>...............] - ETA: 19s 23/42 [===============>..............] - ETA: 18s 24/42 [================>.............] - ETA: 17s 25/42 [================>.............] - ETA: 16s 26/42 [=================>............] - ETA: 15s 27/42 [==================>...........] - ETA: 14s 28/42 [===================>..........] - ETA: 13s 29/42 [===================>..........] - ETA: 12s 30/42 [====================>.........] - ETA: 11s 31/42 [=====================>........] - ETA: 10s 32/42 [=====================>........] - ETA: 9s  33/42 [======================>.......] - ETA: 8s 34/42 [=======================>......] - ETA: 7s 35/42 [========================>.....] - ETA: 6s 36/42 [========================>.....] - ETA: 5s 37/42 [=========================>....] - ETA: 4s 38/42 [==========================>...] - ETA: 3s 39/42 [==========================>...] - ETA: 2s 40/42 [===========================>..] - ETA: 1s 41/42 [============================>.] - ETA: 0s 42/42 [==============================] - ETA: 0s 42/42 [==============================] - 39s 954ms/step inserting motif: dnase_2 TGTACTTACGAA 1/42 [..............................] - ETA: 0s 2/42 [>.............................] - ETA: 37s 3/42 [=>............................] - ETA: 37s 4/42 [=>............................] - ETA: 36s 5/42 [==>...........................] - ETA: 35s 6/42 [===>..........................] - ETA: 34s 7/42 [====>.........................] - ETA: 33s 8/42 [====>.........................] - ETA: 32s 9/42 [=====>........................] - ETA: 31s 10/42 [======>.......................] - ETA: 30s 11/42 [======>.......................] - ETA: 29s 12/42 [=======>......................] - ETA: 28s 13/42 [========>.....................] - ETA: 27s 14/42 [=========>....................] - ETA: 26s 15/42 [=========>....................] - ETA: 25s 16/42 [==========>...................] - ETA: 24s 17/42 [===========>..................] - ETA: 23s 18/42 [===========>..................] - ETA: 22s 19/42 [============>.................] - ETA: 21s 20/42 [=============>................] - ETA: 20s 21/42 [==============>...............] - ETA: 20s 22/42 [==============>...............] - ETA: 19s 23/42 [===============>..............] - ETA: 18s 24/42 [================>.............] - ETA: 17s 25/42 [================>.............] - ETA: 16s 26/42 [=================>............] - ETA: 15s 27/42 [==================>...........] - ETA: 14s 28/42 [===================>..........] - ETA: 13s 29/42 [===================>..........] - ETA: 12s 30/42 [====================>.........] - ETA: 11s 31/42 [=====================>........] - ETA: 10s 32/42 [=====================>........] - ETA: 9s  33/42 [======================>.......] - ETA: 8s 34/42 [=======================>......] - ETA: 7s 35/42 [========================>.....] - ETA: 6s 36/42 [========================>.....] - ETA: 5s 37/42 [=========================>....] - ETA: 4s 38/42 [==========================>...] - ETA: 3s 39/42 [==========================>...] - ETA: 2s 40/42 [===========================>..] - ETA: 1s 41/42 [============================>.] - ETA: 0s 42/42 [==============================] - ETA: 0s 42/42 [==============================] - 39s 956ms/step 1/42 [..............................] - ETA: 0s 2/42 [>.............................] - ETA: 38s 3/42 [=>............................] - ETA: 37s 4/42 [=>............................] - ETA: 36s 5/42 [==>...........................] - ETA: 35s 6/42 [===>..........................] - ETA: 34s 7/42 [====>.........................] - ETA: 33s 8/42 [====>.........................] - ETA: 32s 9/42 [=====>........................] - ETA: 31s 10/42 [======>.......................] - ETA: 30s 11/42 [======>.......................] - ETA: 29s 12/42 [=======>......................] - ETA: 28s 13/42 [========>.....................] - ETA: 27s 14/42 [=========>....................] - ETA: 26s 15/42 [=========>....................] - ETA: 25s 16/42 [==========>...................] - ETA: 24s 17/42 [===========>..................] - ETA: 23s 18/42 [===========>..................] - ETA: 22s 19/42 [============>.................] - ETA: 21s 20/42 [=============>................] - ETA: 20s 21/42 [==============>...............] - ETA: 20s 22/42 [==============>...............] - ETA: 19s 23/42 [===============>..............] - ETA: 18s 24/42 [================>.............] - ETA: 17s 25/42 [================>.............] - ETA: 16s 26/42 [=================>............] - ETA: 15s 27/42 [==================>...........] - ETA: 14s 28/42 [===================>..........] - ETA: 13s 29/42 [===================>..........] - ETA: 12s 30/42 [====================>.........] - ETA: 11s 31/42 [=====================>........] - ETA: 10s 32/42 [=====================>........] - ETA: 9s  33/42 [======================>.......] - ETA: 8s 34/42 [=======================>......] - ETA: 7s 35/42 [========================>.....] - ETA: 6s 36/42 [========================>.....] - ETA: 5s 37/42 [=========================>....] - ETA: 4s 38/42 [==========================>...] - ETA: 3s 39/42 [==========================>...] - ETA: 2s 40/42 [===========================>..] - ETA: 1s 41/42 [============================>.] - ETA: 0s 42/42 [==============================] - ETA: 0s 42/42 [==============================] - 39s 957ms/step Saving marginal footprints 2022-03-18_21-58-41: mkdir /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR780ABS//chrombppnet_model_encsr283tme_bias//footprints 2022-03-18_21-58-41: 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/ENCSR780ABS//chrombppnet_model_encsr283tme_bias//filtered.nonpeaks.bed \ -chr chr1 \ -m /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR780ABS//chrombppnet_model_encsr283tme_bias//bias_model_scaled.h5 \ -bs 512 \ -o /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR780ABS//chrombppnet_model_encsr283tme_bias//footprints/bias \ -pwm_f src/evaluation/marginal_footprints/motif_to_pwm.tsv \ -mo dnase_1,dnase_2 MOTIF_NAME MOTIF_PWM_FWD 0 tn5_1 GCACAGTACAGAGCTG 1 tn5_2 GTGCACAGTTCTAGAGTGTGCAG 2 tn5_3 CCTCTACACTGTGCAGAA 3 tn5_4 GCACAGTTCTAGACTGTGCAG 4 tn5_5 CTGCACAGTGTAGAGTTGTGC 5 dnase_1 TTTACAAGTCCA 6 dnase_2 TGTACTTACGAA 7 NRF1 GCGCATGCGC 8 AP1 CGATATGACTCATCCC 9 CTCF TTGGCCACTAGGGGGCGCTAT 10 ETS CCGAAAGCGGAAGTGAGAC 11 SP1 AAGGGGGCGGGGCCTAA 12 RUNX CCCTAACCACAGCCC 13 NFKB GCAAGGGAAATTCCCCAGG 14 GATA+TAL GGCTGGGGGGGGCAGATAAGGCC 15 TAL GGCTGGG 16 NFYB CCAGCCAATCAGAGC 17 GABPA GAAACCGGAAGTGGCC 18 BACH1+MAFK AACTGCTGAGTCATCCCG 19 NRF1 CCCCGCGCATGCGCAGTGC 20 HNF4G CCGTTGGACTTTGGACCCTG got the model Model: "functional_1" __________________________________________________________________________________________________ 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 1/42 [..............................] - ETA: 9:20 3/42 [=>............................] - ETA: 1s  4/42 [=>............................] - ETA: 2s 5/42 [==>...........................] - ETA: 2s 6/42 [===>..........................] - ETA: 2s 7/42 [====>.........................] - ETA: 2s 8/42 [====>.........................] - ETA: 2s 9/42 [=====>........................] - ETA: 2s 10/42 [======>.......................] - ETA: 2s 11/42 [======>.......................] - ETA: 2s 12/42 [=======>......................] - ETA: 2s 13/42 [========>.....................] - ETA: 2s 14/42 [=========>....................] - ETA: 2s 15/42 [=========>....................] - ETA: 2s 16/42 [==========>...................] - ETA: 2s 17/42 [===========>..................] - ETA: 2s 18/42 [===========>..................] - ETA: 1s 19/42 [============>.................] - ETA: 1s 20/42 [=============>................] - ETA: 1s 21/42 [==============>...............] - ETA: 1s 22/42 [==============>...............] - ETA: 1s 23/42 [===============>..............] - ETA: 1s 24/42 [================>.............] - ETA: 1s 25/42 [================>.............] - ETA: 1s 26/42 [=================>............] - ETA: 1s 27/42 [==================>...........] - ETA: 1s 28/42 [===================>..........] - ETA: 1s 29/42 [===================>..........] - ETA: 1s 30/42 [====================>.........] - ETA: 1s 31/42 [=====================>........] - ETA: 0s 32/42 [=====================>........] - ETA: 0s 33/42 [======================>.......] - ETA: 0s 34/42 [=======================>......] - ETA: 0s 35/42 [========================>.....] - ETA: 0s 36/42 [========================>.....] - ETA: 0s 37/42 [=========================>....] - ETA: 0s 38/42 [==========================>...] - ETA: 0s 39/42 [==========================>...] - ETA: 0s 40/42 [===========================>..] - ETA: 0s 41/42 [============================>.] - ETA: 0s 42/42 [==============================] - ETA: 0s 42/42 [==============================] - 28s 353ms/step 1/42 [..............................] - ETA: 0s 2/42 [>.............................] - ETA: 3s 3/42 [=>............................] - ETA: 3s 4/42 [=>............................] - ETA: 3s 5/42 [==>...........................] - ETA: 3s 6/42 [===>..........................] - ETA: 3s 7/42 [====>.........................] - ETA: 3s 8/42 [====>.........................] - ETA: 2s 9/42 [=====>........................] - ETA: 2s 10/42 [======>.......................] - ETA: 2s 11/42 [======>.......................] - ETA: 2s 12/42 [=======>......................] - ETA: 2s 13/42 [========>.....................] - ETA: 2s 14/42 [=========>....................] - ETA: 2s 15/42 [=========>....................] - ETA: 2s 16/42 [==========>...................] - ETA: 2s 17/42 [===========>..................] - ETA: 2s 18/42 [===========>..................] - ETA: 2s 19/42 [============>.................] - ETA: 1s 20/42 [=============>................] - ETA: 1s 21/42 [==============>...............] - ETA: 1s 22/42 [==============>...............] - ETA: 1s 23/42 [===============>..............] - ETA: 1s 24/42 [================>.............] - ETA: 1s 25/42 [================>.............] - ETA: 1s 26/42 [=================>............] - ETA: 1s 27/42 [==================>...........] - ETA: 1s 28/42 [===================>..........] - ETA: 1s 29/42 [===================>..........] - ETA: 1s 30/42 [====================>.........] - ETA: 1s 31/42 [=====================>........] - ETA: 0s 32/42 [=====================>........] - ETA: 0s 33/42 [======================>.......] - ETA: 0s 34/42 [=======================>......] - ETA: 0s 35/42 [========================>.....] - ETA: 0s 36/42 [========================>.....] - ETA: 0s 37/42 [=========================>....] - ETA: 0s 38/42 [==========================>...] - ETA: 0s 39/42 [==========================>...] - ETA: 0s 40/42 [===========================>..] - ETA: 0s 41/42 [============================>.] - ETA: 0s 42/42 [==============================] - ETA: 0s 42/42 [==============================] - 4s 86ms/step inserting motif: dnase_2 TGTACTTACGAA 1/42 [..............................] - ETA: 0s 2/42 [>.............................] - ETA: 3s 3/42 [=>............................] - ETA: 3s 4/42 [=>............................] - ETA: 3s 5/42 [==>...........................] - ETA: 3s 6/42 [===>..........................] - ETA: 3s 7/42 [====>.........................] - ETA: 2s 8/42 [====>.........................] - ETA: 2s 9/42 [=====>........................] - ETA: 2s 10/42 [======>.......................] - ETA: 2s 11/42 [======>.......................] - ETA: 2s 12/42 [=======>......................] - ETA: 2s 13/42 [========>.....................] - ETA: 2s 14/42 [=========>....................] - ETA: 2s 15/42 [=========>....................] - ETA: 2s 16/42 [==========>...................] - ETA: 2s 17/42 [===========>..................] - ETA: 2s 18/42 [===========>..................] - ETA: 2s 19/42 [============>.................] - ETA: 1s 20/42 [=============>................] - ETA: 1s 21/42 [==============>...............] - ETA: 1s 22/42 [==============>...............] - ETA: 1s 23/42 [===============>..............] - ETA: 1s 24/42 [================>.............] - ETA: 1s 25/42 [================>.............] - ETA: 1s 26/42 [=================>............] - ETA: 1s 27/42 [==================>...........] - ETA: 1s 28/42 [===================>..........] - ETA: 1s 29/42 [===================>..........] - ETA: 1s 30/42 [====================>.........] - ETA: 1s 31/42 [=====================>........] - ETA: 0s 32/42 [=====================>........] - ETA: 0s 33/42 [======================>.......] - ETA: 0s 34/42 [=======================>......] - ETA: 0s 35/42 [========================>.....] - ETA: 0s 36/42 [========================>.....] - ETA: 0s 37/42 [=========================>....] - ETA: 0s 38/42 [==========================>...] - ETA: 0s 39/42 [==========================>...] - ETA: 0s 40/42 [===========================>..] - ETA: 0s 41/42 [============================>.] - ETA: 0s 42/42 [==============================] - ETA: 0s 42/42 [==============================] - 4s 86ms/step 1/42 [..............................] - ETA: 0s 2/42 [>.............................] - ETA: 3s 3/42 [=>............................] - ETA: 3s 4/42 [=>............................] - ETA: 3s 5/42 [==>...........................] - ETA: 3s 6/42 [===>..........................] - ETA: 3s 7/42 [====>.........................] - ETA: 2s 8/42 [====>.........................] - ETA: 2s 9/42 [=====>........................] - ETA: 2s 10/42 [======>.......................] - ETA: 2s 11/42 [======>.......................] - ETA: 2s 12/42 [=======>......................] - ETA: 2s 13/42 [========>.....................] - ETA: 2s 14/42 [=========>....................] - ETA: 2s 15/42 [=========>....................] - ETA: 2s 16/42 [==========>...................] - ETA: 2s 17/42 [===========>..................] - ETA: 2s 18/42 [===========>..................] - ETA: 2s 19/42 [============>.................] - ETA: 1s 20/42 [=============>................] - ETA: 1s 21/42 [==============>...............] - ETA: 1s 22/42 [==============>...............] - ETA: 1s 23/42 [===============>..............] - ETA: 1s 24/42 [================>.............] - ETA: 1s 25/42 [================>.............] - ETA: 1s 26/42 [=================>............] - ETA: 1s 27/42 [==================>...........] - ETA: 1s 28/42 [===================>..........] - ETA: 1s 29/42 [===================>..........] - ETA: 1s 30/42 [====================>.........] - ETA: 1s 31/42 [=====================>........] - ETA: 0s 32/42 [=====================>........] - ETA: 0s 33/42 [======================>.......] - ETA: 0s 34/42 [=======================>......] - ETA: 0s 35/42 [========================>.....] - ETA: 0s 36/42 [========================>.....] - ETA: 0s 37/42 [=========================>....] - ETA: 0s 38/42 [==========================>...] - ETA: 0s 39/42 [==========================>...] - ETA: 0s 40/42 [===========================>..] - ETA: 0s 41/42 [============================>.] - ETA: 0s 42/42 [==============================] - ETA: 0s 42/42 [==============================] - 4s 86ms/step Saving marginal footprints