2022-09-22_08-02-10: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/helpers/hyperparameters/find_chrombpnet_hyperparams.py \ --genome=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ --bigwig=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/ATAC//ENCSR918TVE//preprocessing/bigWigs/ENCSR918TVE.bigWig \ --peaks=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/ATAC//ENCSR918TVE//preprocessing/downloads/peaks.bed.gz \ --nonpeaks=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/ATAC//ENCSR918TVE//negatives_data/negatives_with_summit.bed \ --outlier_threshold=0.99 \ --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_3.json \ --negative_sampling_ratio=0.1 \ --inputlen=2114 \ --outputlen=1000 \ --max_jitter=500 \ --filters=512 \ --n_dilation_layers=8 \ --bias_model_path=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/atac_bias_models/fold_3/bias.h5 \ --output_dir=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR918TVE//chrombpnet_model_feb15_fold_3/ evaluating hyperparameters on the following chromosomes ['chr1', 'chr2', 'chr3', 'chr4', 'chr7', 'chr8', 'chr9', 'chr11', 'chr12', 'chr13', 'chr15', 'chr16', 'chr17', 'chr19', 'chrX', 'chrY', 'chr6', 'chr21'] Number of peaks input: 166017 Number of peaks filtered because the input/output is on the edge: 0 Number of peaks being used: 166017 Number of peaks input: 42054 Number of peaks filtered because the input/output is on the edge: 0 Number of peaks being used: 42054 Number of non peaks input: 167425 Number of non peaks filtered because the input/output is on the edge: 0 Number of non peaks being used: 167425 Number of non peaks input: 40645 Number of non peaks filtered because the input/output is on the edge: 0 Number of non peaks being used: 40645 Number of peaks after removing outliers: 164189 Number of nonpeaks after removing outliers: 148594 got the model Model: "model" __________________________________________________________________________________________________ Layer (type) Output Shape Param # Connected to ================================================================================================== sequence (InputLayer) [(None, 2114, 4)] 0 __________________________________________________________________________________________________ bpnet_1st_conv (Conv1D) (None, 2094, 128) 10880 sequence[0][0] __________________________________________________________________________________________________ bpnet_1conv (Conv1D) (None, 2090, 128) 49280 bpnet_1st_conv[0][0] __________________________________________________________________________________________________ bpnet_1crop (Cropping1D) (None, 2090, 128) 0 bpnet_1st_conv[0][0] __________________________________________________________________________________________________ add (Add) (None, 2090, 128) 0 bpnet_1conv[0][0] bpnet_1crop[0][0] __________________________________________________________________________________________________ bpnet_2conv (Conv1D) (None, 2082, 128) 49280 add[0][0] __________________________________________________________________________________________________ bpnet_2crop (Cropping1D) (None, 2082, 128) 0 add[0][0] __________________________________________________________________________________________________ add_1 (Add) (None, 2082, 128) 0 bpnet_2conv[0][0] bpnet_2crop[0][0] __________________________________________________________________________________________________ bpnet_3conv (Conv1D) (None, 2066, 128) 49280 add_1[0][0] __________________________________________________________________________________________________ bpnet_3crop (Cropping1D) (None, 2066, 128) 0 add_1[0][0] __________________________________________________________________________________________________ add_2 (Add) (None, 2066, 128) 0 bpnet_3conv[0][0] bpnet_3crop[0][0] __________________________________________________________________________________________________ bpnet_4conv (Conv1D) (None, 2034, 128) 49280 add_2[0][0] __________________________________________________________________________________________________ bpnet_4crop (Cropping1D) (None, 2034, 128) 0 add_2[0][0] __________________________________________________________________________________________________ add_3 (Add) (None, 2034, 128) 0 bpnet_4conv[0][0] bpnet_4crop[0][0] __________________________________________________________________________________________________ prof_out_precrop (Conv1D) (None, 1960, 1) 9601 add_3[0][0] __________________________________________________________________________________________________ logits_profile_predictions_pref (None, 1000, 1) 0 prof_out_precrop[0][0] __________________________________________________________________________________________________ gap (GlobalAveragePooling1D) (None, 128) 0 add_3[0][0] __________________________________________________________________________________________________ logits_profile_predictions (Fla (None, 1000) 0 logits_profile_predictions_prefla __________________________________________________________________________________________________ logcount_predictions (Dense) (None, 1) 129 gap[0][0] ================================================================================================== Total params: 217,730 Trainable params: 217,730 Non-trainable params: 0 __________________________________________________________________________________________________ Predicting within adjust counts 1/4644 [..............................] - ETA: 9:01:11 12/4644 [..............................] - ETA: 22s  23/4644 [..............................] - ETA: 22s 34/4644 [..............................] - ETA: 22s 46/4644 [..............................] - ETA: 22s 58/4644 [..............................] - ETA: 21s 70/4644 [..............................] - ETA: 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ETA: 0s 4503/4644 [============================>.] - ETA: 0s 4515/4644 [============================>.] - ETA: 0s 4527/4644 [============================>.] - ETA: 0s 4538/4644 [============================>.] - ETA: 0s 4550/4644 [============================>.] - ETA: 0s 4562/4644 [============================>.] - ETA: 0s 4574/4644 [============================>.] - ETA: 0s 4586/4644 [============================>.] - ETA: 0s 4598/4644 [============================>.] - ETA: 0s 4610/4644 [============================>.] - ETA: 0s 4622/4644 [============================>.] - ETA: 0s 4634/4644 [============================>.] - ETA: 0s 4644/4644 [==============================] - ETA: 0s 4644/4644 [==============================] - 28s 4ms/step 2022-09-22_08-06-14: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/train.py \ --genome=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ --bigwig=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/ATAC//ENCSR918TVE//preprocessing/bigWigs/ENCSR918TVE.bigWig \ --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR918TVE//chrombpnet_model_feb15_fold_3//filtered.peaks.bed \ --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR918TVE//chrombpnet_model_feb15_fold_3//filtered.nonpeaks.bed \ --params=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR918TVE//chrombpnet_model_feb15_fold_3//chrombpnet_model_params.tsv \ --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR918TVE//chrombpnet_model_feb15_fold_3//chrombpnet \ --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_3.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': '21.7', 'filters': '512', 'n_dil_layers': '8', 'bias_model_path': '/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR918TVE//chrombpnet_model_feb15_fold_3/bias_model_scaled.h5', 'inputlen': '2114', 'outputlen': '1000', 'max_jitter': '500', 'chr_fold_path': '/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_3.json', 'negative_sampling_ratio': '0.1'} got the model loading peaks... got split:train for bed regions:(149255, 10) loading nonpeaks... got split:train for bed regions:(136090, 10) loading peaks... got split:valid for bed regions:(14934, 10) loading nonpeaks... got split:valid for bed regions:(12504, 10) Epoch 1/50 1/2566 [..............................] - ETA: 4:13:46 - loss: 765.3629 - logits_profile_predictions_loss: 583.6497 - logcount_predictions_loss: 8.3739 2/2566 [..............................] - ETA: 5:58 - loss: 3477.4854 - logits_profile_predictions_loss: 578.0867 - logcount_predictions_loss: 133.6128 3/2566 [..............................] - ETA: 5:56 - loss: 3778.3672 - logits_profile_predictions_loss: 577.5041 - logcount_predictions_loss: 147.5052 4/2566 [..............................] - ETA: 5:55 - loss: 3704.9284 - logits_profile_predictions_loss: 579.0800 - logcount_predictions_loss: 144.0483 5/2566 [..............................] - ETA: 5:54 - loss: 3554.0677 - logits_profile_predictions_loss: 581.3353 - logcount_predictions_loss: 136.9923 6/2566 [..............................] - ETA: 5:54 - loss: 3390.9293 - logits_profile_predictions_loss: 581.1256 - logcount_predictions_loss: 129.4840 7/2566 [..............................] - ETA: 5:54 - loss: 3237.2355 - logits_profile_predictions_loss: 580.6806 - logcount_predictions_loss: 122.4219 8/2566 [..............................] - ETA: 5:54 - loss: 3095.9122 - logits_profile_predictions_loss: 578.8765 - logcount_predictions_loss: 115.9924 9/2566 [..............................] - ETA: 5:54 - loss: 2968.5851 - logits_profile_predictions_loss: 577.0073 - logcount_predictions_loss: 110.2110 10/2566 [..............................] - ETA: 5:54 - loss: 2855.2882 - logits_profile_predictions_loss: 576.0692 - logcount_predictions_loss: 105.0331 11/2566 [..............................] - ETA: 5:54 - loss: 2753.1699 - logits_profile_predictions_loss: 575.0281 - logcount_predictions_loss: 100.3752 12/2566 [..............................] - ETA: 5:53 - loss: 2660.6736 - logits_profile_predictions_loss: 573.7112 - logcount_predictions_loss: 96.1734  13/2566 [..............................] - ETA: 5:53 - loss: 2576.5028 - logits_profile_predictions_loss: 572.1477 - logcount_predictions_loss: 92.3666 14/2566 [..............................] - ETA: 5:53 - loss: 2500.8634 - logits_profile_predictions_loss: 571.3510 - logcount_predictions_loss: 88.9176 15/2566 [..............................] - ETA: 5:53 - loss: 2432.3919 - logits_profile_predictions_loss: 571.0303 - logcount_predictions_loss: 85.7770 16/2566 [..............................] - ETA: 5:53 - loss: 2369.6368 - logits_profile_predictions_loss: 570.7112 - logcount_predictions_loss: 82.8998 17/2566 [..............................] - ETA: 5:52 - loss: 2311.8864 - logits_profile_predictions_loss: 570.3791 - logcount_predictions_loss: 80.2538 18/2566 [..............................] - ETA: 5:52 - loss: 2258.3664 - logits_profile_predictions_loss: 569.9179 - logcount_predictions_loss: 77.8087 19/2566 [..............................] - ETA: 5:52 - loss: 2208.6081 - logits_profile_predictions_loss: 569.3518 - logcount_predictions_loss: 75.5418 20/2566 [..............................] - ETA: 5:52 - loss: 2162.5400 - logits_profile_predictions_loss: 568.9041 - logcount_predictions_loss: 73.4394 21/2566 [..............................] - ETA: 5:52 - loss: 2119.4960 - logits_profile_predictions_loss: 568.4149 - logcount_predictions_loss: 71.4784 22/2566 [..............................] - ETA: 5:52 - loss: 2079.4299 - logits_profile_predictions_loss: 568.0612 - logcount_predictions_loss: 69.6483 23/2566 [..............................] - ETA: 5:52 - loss: 2041.9972 - logits_profile_predictions_loss: 567.7868 - logcount_predictions_loss: 67.9360 24/2566 [..............................] - ETA: 5:51 - loss: 2006.8194 - logits_profile_predictions_loss: 567.5049 - logcount_predictions_loss: 66.3279 25/2566 [..............................] - ETA: 5:51 - loss: 1973.7903 - logits_profile_predictions_loss: 567.2880 - logcount_predictions_loss: 64.8158 26/2566 [..............................] - ETA: 5:51 - loss: 1943.0089 - logits_profile_predictions_loss: 567.3385 - logcount_predictions_loss: 63.3949 27/2566 [..............................] - ETA: 5:51 - loss: 1913.9033 - logits_profile_predictions_loss: 567.3531 - logcount_predictions_loss: 62.0530 28/2566 [..............................] - ETA: 5:51 - loss: 1886.2211 - logits_profile_predictions_loss: 567.2598 - logcount_predictions_loss: 60.7816 29/2566 [..............................] - ETA: 5:51 - loss: 1859.9769 - logits_profile_predictions_loss: 567.1706 - logcount_predictions_loss: 59.5763 30/2566 [..............................] - ETA: 5:51 - loss: 1834.9433 - logits_profile_predictions_loss: 566.9963 - logcount_predictions_loss: 58.4307 31/2566 [..............................] - ETA: 5:50 - loss: 1811.2961 - logits_profile_predictions_loss: 566.9457 - logcount_predictions_loss: 57.3433 32/2566 [..............................] - ETA: 5:50 - loss: 1788.7109 - logits_profile_predictions_loss: 566.8435 - logcount_predictions_loss: 56.3073 33/2566 [..............................] - ETA: 5:50 - loss: 1767.0969 - logits_profile_predictions_loss: 566.6856 - logcount_predictions_loss: 55.3185 34/2566 [..............................] - ETA: 5:50 - loss: 1746.4393 - logits_profile_predictions_loss: 566.5122 - logcount_predictions_loss: 54.3745 35/2566 [..............................] - ETA: 5:50 - loss: 1726.6616 - logits_profile_predictions_loss: 566.3237 - logcount_predictions_loss: 53.4718 36/2566 [..............................] - ETA: 5:50 - loss: 1707.8424 - logits_profile_predictions_loss: 566.2170 - logcount_predictions_loss: 52.6095 37/2566 [..............................] - ETA: 5:50 - loss: 1689.6554 - logits_profile_predictions_loss: 565.9898 - logcount_predictions_loss: 51.7818 38/2566 [..............................] - ETA: 5:50 - loss: 1672.1493 - logits_profile_predictions_loss: 565.7221 - logcount_predictions_loss: 50.9874 39/2566 [..............................] - ETA: 5:49 - loss: 1655.3645 - logits_profile_predictions_loss: 565.4722 - logcount_predictions_loss: 50.2254 40/2566 [..............................] - ETA: 5:49 - loss: 1639.1796 - logits_profile_predictions_loss: 565.1895 - logcount_predictions_loss: 49.4926 41/2566 [..............................] - ETA: 5:49 - loss: 1623.6076 - logits_profile_predictions_loss: 564.9115 - logcount_predictions_loss: 48.7878 42/2566 [..............................] - ETA: 5:49 - loss: 1608.6258 - logits_profile_predictions_loss: 564.6450 - logcount_predictions_loss: 48.1097 43/2566 [..............................] - ETA: 5:49 - loss: 1594.1812 - logits_profile_predictions_loss: 564.3727 - logcount_predictions_loss: 47.4566 44/2566 [..............................] - ETA: 5:49 - loss: 1580.3370 - logits_profile_predictions_loss: 564.1667 - logcount_predictions_loss: 46.8281 45/2566 [..............................] - ETA: 5:49 - loss: 1567.0810 - logits_profile_predictions_loss: 564.0412 - logcount_predictions_loss: 46.2230 46/2566 [..............................] - ETA: 5:48 - loss: 1554.3253 - logits_profile_predictions_loss: 563.9523 - logcount_predictions_loss: 45.6393 47/2566 [..............................] - ETA: 5:48 - loss: 1542.0230 - logits_profile_predictions_loss: 563.8787 - logcount_predictions_loss: 45.0758 48/2566 [..............................] - ETA: 5:48 - loss: 1530.1332 - logits_profile_predictions_loss: 563.8064 - logcount_predictions_loss: 44.5312 49/2566 [..............................] - ETA: 5:48 - loss: 1518.6608 - logits_profile_predictions_loss: 563.7580 - logcount_predictions_loss: 44.0047 50/2566 [..............................] - ETA: 5:48 - loss: 1507.5906 - logits_profile_predictions_loss: 563.7321 - logcount_predictions_loss: 43.4958 51/2566 [..............................] - ETA: 5:48 - loss: 1496.8558 - logits_profile_predictions_loss: 563.6934 - logcount_predictions_loss: 43.0029 52/2566 [..............................] - ETA: 5:48 - loss: 1486.4436 - logits_profile_predictions_loss: 563.6501 - logcount_predictions_loss: 42.5250 53/2566 [..............................] - ETA: 5:47 - loss: 1476.3212 - logits_profile_predictions_loss: 563.5865 - logcount_predictions_loss: 42.0615 54/2566 [..............................] - ETA: 5:47 - loss: 1466.5178 - logits_profile_predictions_loss: 563.5332 - logcount_predictions_loss: 41.6122 55/2566 [..............................] - ETA: 5:47 - loss: 1457.0091 - logits_profile_predictions_loss: 563.4858 - logcount_predictions_loss: 41.1762 56/2566 [..............................] - ETA: 5:47 - loss: 1447.7492 - logits_profile_predictions_loss: 563.4181 - logcount_predictions_loss: 40.7526 57/2566 [..............................] - ETA: 5:47 - loss: 1438.7452 - logits_profile_predictions_loss: 563.3439 - logcount_predictions_loss: 40.3411 58/2566 [..............................] - ETA: 5:47 - loss: 1429.9829 - logits_profile_predictions_loss: 563.2620 - logcount_predictions_loss: 39.9411 59/2566 [..............................] - ETA: 5:47 - loss: 1421.4889 - logits_profile_predictions_loss: 563.2009 - logcount_predictions_loss: 39.5524 60/2566 [..............................] - ETA: 5:46 - loss: 1413.2669 - logits_profile_predictions_loss: 563.1718 - logcount_predictions_loss: 39.1749 61/2566 [..............................] - ETA: 5:46 - loss: 1405.2960 - logits_profile_predictions_loss: 563.1647 - logcount_predictions_loss: 38.8079 62/2566 [..............................] - ETA: 5:46 - loss: 1397.5891 - logits_profile_predictions_loss: 563.1956 - logcount_predictions_loss: 38.4513 63/2566 [..............................] - ETA: 5:46 - loss: 1390.0603 - logits_profile_predictions_loss: 563.2098 - logcount_predictions_loss: 38.1037 64/2566 [..............................] - ETA: 5:46 - loss: 1382.7259 - logits_profile_predictions_loss: 563.2255 - logcount_predictions_loss: 37.7650 65/2566 [..............................] - ETA: 5:46 - loss: 1375.6008 - logits_profile_predictions_loss: 563.2583 - logcount_predictions_loss: 37.4351 66/2566 [..............................] - ETA: 5:46 - loss: 1368.6340 - logits_profile_predictions_loss: 563.2747 - logcount_predictions_loss: 37.1133 67/2566 [..............................] - ETA: 5:45 - loss: 1361.8282 - logits_profile_predictions_loss: 563.2830 - logcount_predictions_loss: 36.7993 68/2566 [..............................] - ETA: 5:45 - loss: 1355.1753 - logits_profile_predictions_loss: 563.2807 - logcount_predictions_loss: 36.4928 69/2566 [..............................] - ETA: 5:45 - loss: 1348.7062 - logits_profile_predictions_loss: 563.2960 - logcount_predictions_loss: 36.1940 70/2566 [..............................] - ETA: 5:45 - loss: 1342.3955 - logits_profile_predictions_loss: 563.3145 - logcount_predictions_loss: 35.9023 71/2566 [..............................] - ETA: 5:45 - loss: 1336.2452 - logits_profile_predictions_loss: 563.3414 - logcount_predictions_loss: 35.6177 72/2566 [..............................] - ETA: 5:45 - loss: 1330.2176 - logits_profile_predictions_loss: 563.3537 - logcount_predictions_loss: 35.3393 73/2566 [..............................] - ETA: 5:45 - loss: 1324.3277 - logits_profile_predictions_loss: 563.3648 - logcount_predictions_loss: 35.0674 74/2566 [..............................] - ETA: 5:44 - loss: 1318.5799 - logits_profile_predictions_loss: 563.3841 - logcount_predictions_loss: 34.8016 75/2566 [..............................] - ETA: 5:44 - loss: 1312.9726 - logits_profile_predictions_loss: 563.4125 - logcount_predictions_loss: 34.5419 76/2566 [..............................] - ETA: 5:44 - loss: 1307.4896 - logits_profile_predictions_loss: 563.4405 - logcount_predictions_loss: 34.2880 77/2566 [..............................] - ETA: 5:44 - loss: 1302.1263 - logits_profile_predictions_loss: 563.4690 - logcount_predictions_loss: 34.0395 78/2566 [..............................] - ETA: 5:44 - loss: 1296.8708 - logits_profile_predictions_loss: 563.4924 - logcount_predictions_loss: 33.7962 79/2566 [..............................] - ETA: 5:44 - loss: 1291.7433 - logits_profile_predictions_loss: 563.5275 - logcount_predictions_loss: 33.5583 80/2566 [..............................] - ETA: 5:44 - loss: 1286.7310 - logits_profile_predictions_loss: 563.5674 - logcount_predictions_loss: 33.3255 81/2566 [..............................] - ETA: 5:43 - loss: 1281.8036 - logits_profile_predictions_loss: 563.5932 - logcount_predictions_loss: 33.0972 82/2566 [..............................] - ETA: 5:43 - loss: 1276.9782 - logits_profile_predictions_loss: 563.6197 - logcount_predictions_loss: 32.8737 83/2566 [..............................] - ETA: 5:43 - loss: 1272.2415 - logits_profile_predictions_loss: 563.6399 - logcount_predictions_loss: 32.6544 84/2566 [..............................] - ETA: 5:43 - loss: 1267.5949 - logits_profile_predictions_loss: 563.6570 - logcount_predictions_loss: 32.4395 85/2566 [..............................] - ETA: 5:43 - loss: 1263.0524 - logits_profile_predictions_loss: 563.6846 - logcount_predictions_loss: 32.2289 86/2566 [>.............................] - ETA: 5:43 - loss: 1258.6064 - logits_profile_predictions_loss: 563.7179 - logcount_predictions_loss: 32.0225 87/2566 [>.............................] - ETA: 5:43 - loss: 1254.2466 - logits_profile_predictions_loss: 563.7515 - logcount_predictions_loss: 31.8200 88/2566 [>.............................] - ETA: 5:43 - loss: 1249.9652 - logits_profile_predictions_loss: 563.7807 - logcount_predictions_loss: 31.6214 89/2566 [>.............................] - ETA: 5:42 - loss: 1245.7618 - logits_profile_predictions_loss: 563.8067 - logcount_predictions_loss: 31.4265 90/2566 [>.............................] - ETA: 5:42 - loss: 1241.6395 - logits_profile_predictions_loss: 563.8338 - logcount_predictions_loss: 31.2353 91/2566 [>.............................] - ETA: 5:42 - loss: 1237.5846 - logits_profile_predictions_loss: 563.8537 - logcount_predictions_loss: 31.0475 92/2566 [>.............................] - ETA: 5:42 - loss: 1233.6088 - logits_profile_predictions_loss: 563.8767 - logcount_predictions_loss: 30.8632 93/2566 [>.............................] - ETA: 5:42 - loss: 1229.6918 - logits_profile_predictions_loss: 563.8889 - 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- loss: 1204.1174 - logits_profile_predictions_loss: 563.9514 - logcount_predictions_loss: 29.5007 101/2566 [>.............................] - ETA: 5:41 - loss: 1200.7173 - logits_profile_predictions_loss: 563.9661 - logcount_predictions_loss: 29.3434 102/2566 [>.............................] - ETA: 5:41 - loss: 1197.3724 - logits_profile_predictions_loss: 563.9788 - logcount_predictions_loss: 29.1886 103/2566 [>.............................] - ETA: 5:41 - loss: 1194.0742 - logits_profile_predictions_loss: 563.9847 - logcount_predictions_loss: 29.0364 104/2566 [>.............................] - ETA: 5:40 - loss: 1190.8271 - logits_profile_predictions_loss: 563.9890 - logcount_predictions_loss: 28.8865 105/2566 [>.............................] - ETA: 5:40 - loss: 1187.6374 - logits_profile_predictions_loss: 563.9971 - logcount_predictions_loss: 28.7392 106/2566 [>.............................] - ETA: 5:40 - loss: 1184.4897 - logits_profile_predictions_loss: 563.9982 - logcount_predictions_loss: 28.5941 107/2566 [>.............................] - ETA: 5:40 - loss: 1181.3857 - logits_profile_predictions_loss: 563.9937 - logcount_predictions_loss: 28.4512 108/2566 [>.............................] - ETA: 5:40 - loss: 1178.3355 - logits_profile_predictions_loss: 563.9928 - logcount_predictions_loss: 28.3107 109/2566 [>.............................] - ETA: 5:40 - loss: 1175.3315 - logits_profile_predictions_loss: 563.9907 - logcount_predictions_loss: 28.1724 110/2566 [>.............................] - ETA: 5:40 - loss: 1172.3681 - logits_profile_predictions_loss: 563.9837 - logcount_predictions_loss: 28.0361 111/2566 [>.............................] - ETA: 5:39 - loss: 1169.4568 - logits_profile_predictions_loss: 563.9815 - logcount_predictions_loss: 27.9021 112/2566 [>.............................] - ETA: 5:39 - loss: 1166.5952 - logits_profile_predictions_loss: 563.9830 - logcount_predictions_loss: 27.7701 113/2566 [>.............................] - 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logcount_predictions_loss: 26.9017 120/2566 [>.............................] - ETA: 5:38 - loss: 1145.3532 - logits_profile_predictions_loss: 564.1217 - logcount_predictions_loss: 26.7849 121/2566 [>.............................] - ETA: 5:38 - loss: 1142.8688 - logits_profile_predictions_loss: 564.1398 - logcount_predictions_loss: 26.6695 122/2566 [>.............................] - ETA: 5:38 - loss: 1140.4071 - logits_profile_predictions_loss: 564.1482 - logcount_predictions_loss: 26.5557 123/2566 [>.............................] - ETA: 5:38 - loss: 1137.9813 - logits_profile_predictions_loss: 564.1579 - logcount_predictions_loss: 26.4435 124/2566 [>.............................] - ETA: 5:38 - loss: 1135.5951 - logits_profile_predictions_loss: 564.1723 - logcount_predictions_loss: 26.3328 125/2566 [>.............................] - ETA: 5:37 - loss: 1133.2485 - logits_profile_predictions_loss: 564.1920 - logcount_predictions_loss: 26.2238 126/2566 [>.............................] - 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[====>.........................] - ETA: 4:46 - loss: 524.0833 - logits_profile_predictions_loss: 498.9817 - logcount_predictions_loss: 1.1568 506/2566 [====>.........................] - ETA: 4:46 - loss: 524.0736 - logits_profile_predictions_loss: 498.9725 - logcount_predictions_loss: 1.1567 507/2566 [====>.........................] - ETA: 4:46 - loss: 524.0638 - logits_profile_predictions_loss: 498.9632 - logcount_predictions_loss: 1.1567 508/2566 [====>.........................] - ETA: 4:46 - loss: 524.0544 - logits_profile_predictions_loss: 498.9543 - logcount_predictions_loss: 1.1567 509/2566 [====>.........................] - ETA: 4:46 - loss: 524.0449 - logits_profile_predictions_loss: 498.9452 - logcount_predictions_loss: 1.1567 510/2566 [====>.........................] - ETA: 4:46 - loss: 524.0356 - logits_profile_predictions_loss: 498.9365 - logcount_predictions_loss: 1.1566 511/2566 [====>.........................] - ETA: 4:45 - loss: 524.0264 - 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[=====>........................] - ETA: 4:43 - loss: 523.8408 - logits_profile_predictions_loss: 498.7508 - logcount_predictions_loss: 1.1562 532/2566 [=====>........................] - ETA: 4:42 - loss: 523.8316 - logits_profile_predictions_loss: 498.7420 - logcount_predictions_loss: 1.1562 533/2566 [=====>........................] - ETA: 4:42 - loss: 523.8226 - logits_profile_predictions_loss: 498.7333 - logcount_predictions_loss: 1.1562 534/2566 [=====>........................] - ETA: 4:42 - loss: 523.8137 - logits_profile_predictions_loss: 498.7246 - logcount_predictions_loss: 1.1562 535/2566 [=====>........................] - ETA: 4:42 - loss: 523.8045 - logits_profile_predictions_loss: 498.7157 - logcount_predictions_loss: 1.1562 536/2566 [=====>........................] - ETA: 4:42 - loss: 523.7953 - logits_profile_predictions_loss: 498.7067 - logcount_predictions_loss: 1.1562 537/2566 [=====>........................] - ETA: 4:42 - loss: 523.7862 - 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[============================>.] - ETA: 0s - loss: 515.0589 - logits_profile_predictions_loss: 490.5329 - logcount_predictions_loss: 1.1302 2562/2566 [============================>.] - ETA: 0s - loss: 515.0565 - logits_profile_predictions_loss: 490.5308 - logcount_predictions_loss: 1.1302 2563/2566 [============================>.] - ETA: 0s - loss: 515.0541 - logits_profile_predictions_loss: 490.5286 - logcount_predictions_loss: 1.1302 2564/2566 [============================>.] - ETA: 0s - loss: 515.0517 - logits_profile_predictions_loss: 490.5265 - logcount_predictions_loss: 1.1302 2565/2566 [============================>.] - ETA: 0s - loss: 515.0494 - logits_profile_predictions_loss: 490.5244 - logcount_predictions_loss: 1.1302 2566/2566 [==============================] - ETA: 0s - loss: 515.0470 - logits_profile_predictions_loss: 490.5222 - logcount_predictions_loss: 1.1302 2566/2566 [==============================] - 372s 145ms/step - loss: 515.0447 - 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[..............................] - ETA: 6:04 - loss: 486.3921 - logits_profile_predictions_loss: 463.9033 - logcount_predictions_loss: 1.0363 6/2566 [..............................] - ETA: 6:01 - loss: 489.6933 - logits_profile_predictions_loss: 467.1744 - logcount_predictions_loss: 1.0377 7/2566 [..............................] - ETA: 6:00 - loss: 494.0682 - logits_profile_predictions_loss: 471.3292 - logcount_predictions_loss: 1.0479 8/2566 [..............................] - ETA: 6:00 - loss: 498.7190 - logits_profile_predictions_loss: 475.9237 - logcount_predictions_loss: 1.0505 9/2566 [..............................] - ETA: 5:59 - loss: 502.3161 - logits_profile_predictions_loss: 479.5105 - logcount_predictions_loss: 1.0509 10/2566 [..............................] - ETA: 5:59 - loss: 504.2477 - logits_profile_predictions_loss: 481.5012 - logcount_predictions_loss: 1.0482 11/2566 [..............................] - ETA: 5:58 - loss: 505.5270 - logits_profile_predictions_loss: 482.8453 - logcount_predictions_loss: 1.0452 12/2566 [..............................] - ETA: 5:58 - loss: 506.4026 - logits_profile_predictions_loss: 483.7789 - logcount_predictions_loss: 1.0426 13/2566 [..............................] - ETA: 5:57 - loss: 506.8859 - logits_profile_predictions_loss: 484.3538 - logcount_predictions_loss: 1.0383 14/2566 [..............................] - ETA: 5:57 - loss: 508.1413 - logits_profile_predictions_loss: 485.6688 - logcount_predictions_loss: 1.0356 15/2566 [..............................] - ETA: 5:57 - loss: 509.3098 - logits_profile_predictions_loss: 486.8946 - logcount_predictions_loss: 1.0330 16/2566 [..............................] - ETA: 5:56 - loss: 510.4553 - logits_profile_predictions_loss: 488.1151 - logcount_predictions_loss: 1.0295 17/2566 [..............................] - ETA: 5:56 - loss: 511.3693 - logits_profile_predictions_loss: 489.1010 - logcount_predictions_loss: 1.0262 18/2566 [..............................] - ETA: 5:56 - 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25/2566 [..............................] - ETA: 5:54 - loss: 512.9063 - logits_profile_predictions_loss: 491.0008 - logcount_predictions_loss: 1.0095 26/2566 [..............................] - ETA: 5:54 - loss: 512.7944 - logits_profile_predictions_loss: 490.9078 - logcount_predictions_loss: 1.0086 27/2566 [..............................] - ETA: 5:54 - loss: 512.7268 - logits_profile_predictions_loss: 490.8529 - logcount_predictions_loss: 1.0080 28/2566 [..............................] - ETA: 5:54 - loss: 512.7001 - logits_profile_predictions_loss: 490.8392 - logcount_predictions_loss: 1.0074 29/2566 [..............................] - ETA: 5:54 - loss: 512.5684 - logits_profile_predictions_loss: 490.7208 - logcount_predictions_loss: 1.0068 30/2566 [..............................] - ETA: 5:53 - loss: 512.5007 - logits_profile_predictions_loss: 490.6651 - logcount_predictions_loss: 1.0062 31/2566 [..............................] - ETA: 5:53 - loss: 512.3415 - 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[..............................] - ETA: 5:52 - loss: 511.6871 - logits_profile_predictions_loss: 489.9314 - logcount_predictions_loss: 1.0026 39/2566 [..............................] - ETA: 5:52 - loss: 511.6915 - logits_profile_predictions_loss: 489.9340 - logcount_predictions_loss: 1.0027 40/2566 [..............................] - ETA: 5:52 - loss: 511.7286 - logits_profile_predictions_loss: 489.9714 - logcount_predictions_loss: 1.0026 41/2566 [..............................] - ETA: 5:51 - loss: 511.7971 - logits_profile_predictions_loss: 490.0383 - logcount_predictions_loss: 1.0027 42/2566 [..............................] - ETA: 5:51 - loss: 511.8664 - logits_profile_predictions_loss: 490.1048 - logcount_predictions_loss: 1.0028 43/2566 [..............................] - ETA: 5:51 - loss: 511.8704 - logits_profile_predictions_loss: 490.1002 - logcount_predictions_loss: 1.0032 44/2566 [..............................] - ETA: 5:51 - loss: 511.9433 - logits_profile_predictions_loss: 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[..............................] - ETA: 5:47 - loss: 510.9037 - logits_profile_predictions_loss: 489.0006 - logcount_predictions_loss: 1.0094 72/2566 [..............................] - ETA: 5:47 - loss: 510.8657 - logits_profile_predictions_loss: 488.9598 - logcount_predictions_loss: 1.0095 73/2566 [..............................] - ETA: 5:47 - loss: 510.8278 - logits_profile_predictions_loss: 488.9187 - logcount_predictions_loss: 1.0096 74/2566 [..............................] - ETA: 5:47 - loss: 510.7895 - logits_profile_predictions_loss: 488.8774 - logcount_predictions_loss: 1.0098 75/2566 [..............................] - ETA: 5:47 - loss: 510.7691 - logits_profile_predictions_loss: 488.8531 - logcount_predictions_loss: 1.0100 76/2566 [..............................] - ETA: 5:47 - loss: 510.7396 - logits_profile_predictions_loss: 488.8200 - logcount_predictions_loss: 1.0101 77/2566 [..............................] - ETA: 5:46 - loss: 510.7047 - logits_profile_predictions_loss: 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logits_profile_predictions_loss: 481.2919 - logcount_predictions_loss: 1.0231 384/2566 [===>..........................] - ETA: 5:03 - loss: 503.4839 - logits_profile_predictions_loss: 481.2817 - logcount_predictions_loss: 1.0231 385/2566 [===>..........................] - ETA: 5:03 - loss: 503.4739 - logits_profile_predictions_loss: 481.2712 - logcount_predictions_loss: 1.0232 386/2566 [===>..........................] - ETA: 5:03 - loss: 503.4634 - logits_profile_predictions_loss: 481.2603 - logcount_predictions_loss: 1.0232 387/2566 [===>..........................] - ETA: 5:03 - loss: 503.4531 - logits_profile_predictions_loss: 481.2494 - logcount_predictions_loss: 1.0232 388/2566 [===>..........................] - ETA: 5:03 - loss: 503.4426 - logits_profile_predictions_loss: 481.2385 - logcount_predictions_loss: 1.0232 389/2566 [===>..........................] - ETA: 5:02 - loss: 503.4320 - logits_profile_predictions_loss: 481.2275 - logcount_predictions_loss: 1.0232 390/2566 [===>..........................] - ETA: 5:02 - loss: 503.4217 - logits_profile_predictions_loss: 481.2167 - logcount_predictions_loss: 1.0233 391/2566 [===>..........................] - ETA: 5:02 - loss: 503.4113 - logits_profile_predictions_loss: 481.2058 - logcount_predictions_loss: 1.0233 392/2566 [===>..........................] - ETA: 5:02 - loss: 503.4009 - logits_profile_predictions_loss: 481.1949 - logcount_predictions_loss: 1.0233 393/2566 [===>..........................] - ETA: 5:02 - loss: 503.3907 - logits_profile_predictions_loss: 481.1842 - logcount_predictions_loss: 1.0233 394/2566 [===>..........................] - ETA: 5:02 - loss: 503.3806 - logits_profile_predictions_loss: 481.1736 - logcount_predictions_loss: 1.0234 395/2566 [===>..........................] - ETA: 5:02 - loss: 503.3702 - logits_profile_predictions_loss: 481.1627 - logcount_predictions_loss: 1.0234 396/2566 [===>..........................] - ETA: 5:01 - loss: 503.3606 - logits_profile_predictions_loss: 481.1526 - logcount_predictions_loss: 1.0234 397/2566 [===>..........................] - ETA: 5:01 - loss: 503.3509 - logits_profile_predictions_loss: 481.1425 - logcount_predictions_loss: 1.0234 398/2566 [===>..........................] - ETA: 5:01 - loss: 503.3417 - logits_profile_predictions_loss: 481.1327 - logcount_predictions_loss: 1.0235 399/2566 [===>..........................] - ETA: 5:01 - loss: 503.3323 - logits_profile_predictions_loss: 481.1230 - logcount_predictions_loss: 1.0235 400/2566 [===>..........................] - ETA: 5:01 - loss: 503.3228 - logits_profile_predictions_loss: 481.1129 - logcount_predictions_loss: 1.0235 401/2566 [===>..........................] - ETA: 5:01 - loss: 503.3134 - logits_profile_predictions_loss: 481.1030 - logcount_predictions_loss: 1.0235 402/2566 [===>..........................] - ETA: 5:01 - loss: 503.3041 - logits_profile_predictions_loss: 481.0933 - logcount_predictions_loss: 1.0235 403/2566 [===>..........................] - ETA: 5:00 - loss: 503.2956 - logits_profile_predictions_loss: 481.0844 - logcount_predictions_loss: 1.0236 404/2566 [===>..........................] - ETA: 5:00 - loss: 503.2868 - logits_profile_predictions_loss: 481.0752 - logcount_predictions_loss: 1.0236 405/2566 [===>..........................] - ETA: 5:00 - loss: 503.2778 - logits_profile_predictions_loss: 481.0658 - logcount_predictions_loss: 1.0236 406/2566 [===>..........................] - ETA: 5:00 - loss: 503.2685 - logits_profile_predictions_loss: 481.0561 - logcount_predictions_loss: 1.0236 407/2566 [===>..........................] - ETA: 5:00 - loss: 503.2593 - logits_profile_predictions_loss: 481.0465 - logcount_predictions_loss: 1.0236 408/2566 [===>..........................] - ETA: 5:00 - loss: 503.2498 - logits_profile_predictions_loss: 481.0367 - logcount_predictions_loss: 1.0236 409/2566 [===>..........................] - ETA: 5:00 - loss: 503.2405 - logits_profile_predictions_loss: 481.0270 - logcount_predictions_loss: 1.0237 410/2566 [===>..........................] - ETA: 4:59 - loss: 503.2311 - logits_profile_predictions_loss: 481.0174 - logcount_predictions_loss: 1.0237 411/2566 [===>..........................] - ETA: 4:59 - loss: 503.2226 - logits_profile_predictions_loss: 481.0085 - logcount_predictions_loss: 1.0237 412/2566 [===>..........................] - ETA: 4:59 - loss: 503.2140 - logits_profile_predictions_loss: 480.9997 - logcount_predictions_loss: 1.0237 413/2566 [===>..........................] - ETA: 4:59 - loss: 503.2057 - logits_profile_predictions_loss: 480.9911 - logcount_predictions_loss: 1.0237 414/2566 [===>..........................] - ETA: 4:59 - loss: 503.1973 - logits_profile_predictions_loss: 480.9826 - logcount_predictions_loss: 1.0237 415/2566 [===>..........................] - ETA: 4:59 - loss: 503.1891 - logits_profile_predictions_loss: 480.9742 - logcount_predictions_loss: 1.0237 416/2566 [===>..........................] - ETA: 4:59 - loss: 503.1806 - logits_profile_predictions_loss: 480.9654 - logcount_predictions_loss: 1.0237 417/2566 [===>..........................] - ETA: 4:58 - loss: 503.1724 - logits_profile_predictions_loss: 480.9568 - logcount_predictions_loss: 1.0238 418/2566 [===>..........................] - ETA: 4:58 - loss: 503.1642 - logits_profile_predictions_loss: 480.9484 - logcount_predictions_loss: 1.0238 419/2566 [===>..........................] - ETA: 4:58 - loss: 503.1564 - logits_profile_predictions_loss: 480.9403 - logcount_predictions_loss: 1.0238 420/2566 [===>..........................] - ETA: 4:58 - loss: 503.1487 - logits_profile_predictions_loss: 480.9324 - logcount_predictions_loss: 1.0238 421/2566 [===>..........................] - ETA: 4:58 - loss: 503.1416 - logits_profile_predictions_loss: 480.9251 - logcount_predictions_loss: 1.0238 422/2566 [===>..........................] - ETA: 4:58 - loss: 503.1347 - logits_profile_predictions_loss: 480.9180 - logcount_predictions_loss: 1.0238 423/2566 [===>..........................] - ETA: 4:58 - loss: 503.1273 - logits_profile_predictions_loss: 480.9103 - logcount_predictions_loss: 1.0238 424/2566 [===>..........................] - ETA: 4:57 - loss: 503.1198 - logits_profile_predictions_loss: 480.9027 - logcount_predictions_loss: 1.0238 425/2566 [===>..........................] - ETA: 4:57 - loss: 503.1124 - logits_profile_predictions_loss: 480.8951 - logcount_predictions_loss: 1.0238 426/2566 [===>..........................] - ETA: 4:57 - loss: 503.1050 - logits_profile_predictions_loss: 480.8875 - logcount_predictions_loss: 1.0238 427/2566 [===>..........................] - ETA: 4:57 - loss: 503.0976 - logits_profile_predictions_loss: 480.8798 - logcount_predictions_loss: 1.0239 428/2566 [====>.........................] - ETA: 4:57 - loss: 503.0900 - logits_profile_predictions_loss: 480.8721 - logcount_predictions_loss: 1.0239 429/2566 [====>.........................] - ETA: 4:57 - loss: 503.0826 - logits_profile_predictions_loss: 480.8644 - logcount_predictions_loss: 1.0239 430/2566 [====>.........................] - ETA: 4:57 - loss: 503.0758 - logits_profile_predictions_loss: 480.8575 - logcount_predictions_loss: 1.0239 431/2566 [====>.........................] - ETA: 4:56 - loss: 503.0695 - logits_profile_predictions_loss: 480.8510 - logcount_predictions_loss: 1.0239 432/2566 [====>.........................] - ETA: 4:56 - loss: 503.0631 - logits_profile_predictions_loss: 480.8444 - logcount_predictions_loss: 1.0239 433/2566 [====>.........................] - ETA: 4:56 - loss: 503.0563 - logits_profile_predictions_loss: 480.8374 - logcount_predictions_loss: 1.0239 434/2566 [====>.........................] - ETA: 4:56 - loss: 503.0494 - logits_profile_predictions_loss: 480.8303 - logcount_predictions_loss: 1.0239 435/2566 [====>.........................] - ETA: 4:56 - loss: 503.0427 - logits_profile_predictions_loss: 480.8234 - logcount_predictions_loss: 1.0239 436/2566 [====>.........................] - ETA: 4:56 - loss: 503.0366 - logits_profile_predictions_loss: 480.8170 - logcount_predictions_loss: 1.0239 437/2566 [====>.........................] - ETA: 4:56 - loss: 503.0307 - logits_profile_predictions_loss: 480.8109 - logcount_predictions_loss: 1.0240 438/2566 [====>.........................] - ETA: 4:55 - loss: 503.0248 - logits_profile_predictions_loss: 480.8048 - logcount_predictions_loss: 1.0240 439/2566 [====>.........................] - ETA: 4:55 - loss: 503.0193 - logits_profile_predictions_loss: 480.7990 - logcount_predictions_loss: 1.0240 440/2566 [====>.........................] - ETA: 4:55 - loss: 503.0139 - logits_profile_predictions_loss: 480.7933 - logcount_predictions_loss: 1.0240 441/2566 [====>.........................] - ETA: 4:55 - loss: 503.0079 - logits_profile_predictions_loss: 480.7870 - logcount_predictions_loss: 1.0240 442/2566 [====>.........................] - ETA: 4:55 - loss: 503.0024 - logits_profile_predictions_loss: 480.7812 - logcount_predictions_loss: 1.0240 443/2566 [====>.........................] - ETA: 4:55 - loss: 502.9969 - logits_profile_predictions_loss: 480.7755 - logcount_predictions_loss: 1.0240 444/2566 [====>.........................] - ETA: 4:55 - loss: 502.9920 - logits_profile_predictions_loss: 480.7703 - logcount_predictions_loss: 1.0240 445/2566 [====>.........................] - ETA: 4:54 - loss: 502.9868 - logits_profile_predictions_loss: 480.7648 - logcount_predictions_loss: 1.0241 446/2566 [====>.........................] - ETA: 4:54 - loss: 502.9813 - logits_profile_predictions_loss: 480.7591 - logcount_predictions_loss: 1.0241 447/2566 [====>.........................] - ETA: 4:54 - loss: 502.9759 - logits_profile_predictions_loss: 480.7534 - logcount_predictions_loss: 1.0241 448/2566 [====>.........................] - ETA: 4:54 - loss: 502.9710 - logits_profile_predictions_loss: 480.7481 - logcount_predictions_loss: 1.0241 449/2566 [====>.........................] - ETA: 4:54 - loss: 502.9657 - logits_profile_predictions_loss: 480.7426 - logcount_predictions_loss: 1.0241 450/2566 [====>.........................] - ETA: 4:54 - loss: 502.9606 - logits_profile_predictions_loss: 480.7372 - logcount_predictions_loss: 1.0241 451/2566 [====>.........................] - ETA: 4:54 - loss: 502.9553 - logits_profile_predictions_loss: 480.7316 - logcount_predictions_loss: 1.0241 452/2566 [====>.........................] - ETA: 4:53 - loss: 502.9499 - logits_profile_predictions_loss: 480.7260 - logcount_predictions_loss: 1.0241 453/2566 [====>.........................] - ETA: 4:53 - loss: 502.9443 - logits_profile_predictions_loss: 480.7201 - logcount_predictions_loss: 1.0242 454/2566 [====>.........................] - ETA: 4:53 - loss: 502.9384 - logits_profile_predictions_loss: 480.7139 - logcount_predictions_loss: 1.0242 455/2566 [====>.........................] - ETA: 4:53 - loss: 502.9319 - logits_profile_predictions_loss: 480.7072 - logcount_predictions_loss: 1.0242 456/2566 [====>.........................] - ETA: 4:53 - loss: 502.9254 - logits_profile_predictions_loss: 480.7005 - logcount_predictions_loss: 1.0242 457/2566 [====>.........................] - ETA: 4:53 - loss: 502.9194 - logits_profile_predictions_loss: 480.6943 - logcount_predictions_loss: 1.0242 458/2566 [====>.........................] - ETA: 4:53 - loss: 502.9131 - logits_profile_predictions_loss: 480.6878 - logcount_predictions_loss: 1.0242 459/2566 [====>.........................] - ETA: 4:53 - loss: 502.9067 - logits_profile_predictions_loss: 480.6812 - logcount_predictions_loss: 1.0242 460/2566 [====>.........................] - ETA: 4:52 - loss: 502.9008 - logits_profile_predictions_loss: 480.6751 - logcount_predictions_loss: 1.0242 461/2566 [====>.........................] - ETA: 4:52 - loss: 502.8947 - logits_profile_predictions_loss: 480.6688 - logcount_predictions_loss: 1.0242 462/2566 [====>.........................] - ETA: 4:52 - loss: 502.8884 - logits_profile_predictions_loss: 480.6623 - logcount_predictions_loss: 1.0242 463/2566 [====>.........................] - ETA: 4:52 - loss: 502.8821 - logits_profile_predictions_loss: 480.6556 - logcount_predictions_loss: 1.0243 464/2566 [====>.........................] - ETA: 4:52 - loss: 502.8755 - logits_profile_predictions_loss: 480.6489 - logcount_predictions_loss: 1.0243 465/2566 [====>.........................] - ETA: 4:52 - loss: 502.8691 - logits_profile_predictions_loss: 480.6421 - logcount_predictions_loss: 1.0243 466/2566 [====>.........................] - ETA: 4:52 - loss: 502.8626 - logits_profile_predictions_loss: 480.6354 - logcount_predictions_loss: 1.0243 467/2566 [====>.........................] - ETA: 4:51 - loss: 502.8560 - logits_profile_predictions_loss: 480.6286 - logcount_predictions_loss: 1.0243 468/2566 [====>.........................] - ETA: 4:51 - loss: 502.8494 - logits_profile_predictions_loss: 480.6218 - logcount_predictions_loss: 1.0243 469/2566 [====>.........................] - ETA: 4:51 - loss: 502.8427 - logits_profile_predictions_loss: 480.6149 - logcount_predictions_loss: 1.0243 470/2566 [====>.........................] - ETA: 4:51 - loss: 502.8360 - logits_profile_predictions_loss: 480.6081 - logcount_predictions_loss: 1.0243 471/2566 [====>.........................] - ETA: 4:51 - loss: 502.8298 - logits_profile_predictions_loss: 480.6017 - logcount_predictions_loss: 1.0243 472/2566 [====>.........................] - ETA: 4:51 - loss: 502.8237 - logits_profile_predictions_loss: 480.5954 - logcount_predictions_loss: 1.0243 473/2566 [====>.........................] - ETA: 4:51 - loss: 502.8172 - logits_profile_predictions_loss: 480.5887 - logcount_predictions_loss: 1.0244 474/2566 [====>.........................] - ETA: 4:50 - loss: 502.8109 - logits_profile_predictions_loss: 480.5822 - logcount_predictions_loss: 1.0244 475/2566 [====>.........................] - ETA: 4:50 - loss: 502.8044 - logits_profile_predictions_loss: 480.5756 - logcount_predictions_loss: 1.0244 476/2566 [====>.........................] - ETA: 4:50 - loss: 502.7979 - logits_profile_predictions_loss: 480.5689 - logcount_predictions_loss: 1.0244 477/2566 [====>.........................] - ETA: 4:50 - loss: 502.7913 - logits_profile_predictions_loss: 480.5621 - logcount_predictions_loss: 1.0244 478/2566 [====>.........................] - ETA: 4:50 - loss: 502.7848 - logits_profile_predictions_loss: 480.5553 - logcount_predictions_loss: 1.0244 479/2566 [====>.........................] - ETA: 4:50 - loss: 502.7787 - logits_profile_predictions_loss: 480.5489 - logcount_predictions_loss: 1.0244 480/2566 [====>.........................] - ETA: 4:50 - loss: 502.7728 - logits_profile_predictions_loss: 480.5427 - logcount_predictions_loss: 1.0244 481/2566 [====>.........................] - ETA: 4:49 - loss: 502.7667 - logits_profile_predictions_loss: 480.5363 - logcount_predictions_loss: 1.0244 482/2566 [====>.........................] - ETA: 4:49 - loss: 502.7606 - logits_profile_predictions_loss: 480.5298 - logcount_predictions_loss: 1.0245 483/2566 [====>.........................] - ETA: 4:49 - loss: 502.7544 - logits_profile_predictions_loss: 480.5233 - logcount_predictions_loss: 1.0245 484/2566 [====>.........................] - ETA: 4:49 - loss: 502.7484 - logits_profile_predictions_loss: 480.5169 - logcount_predictions_loss: 1.0245 485/2566 [====>.........................] - ETA: 4:49 - loss: 502.7423 - logits_profile_predictions_loss: 480.5105 - logcount_predictions_loss: 1.0245 486/2566 [====>.........................] - ETA: 4:49 - loss: 502.7361 - logits_profile_predictions_loss: 480.5039 - logcount_predictions_loss: 1.0245 487/2566 [====>.........................] - ETA: 4:49 - loss: 502.7299 - logits_profile_predictions_loss: 480.4974 - logcount_predictions_loss: 1.0245 488/2566 [====>.........................] - ETA: 4:48 - loss: 502.7233 - logits_profile_predictions_loss: 480.4905 - logcount_predictions_loss: 1.0246 489/2566 [====>.........................] - ETA: 4:48 - loss: 502.7171 - logits_profile_predictions_loss: 480.4839 - logcount_predictions_loss: 1.0246 490/2566 [====>.........................] - ETA: 4:48 - loss: 502.7106 - logits_profile_predictions_loss: 480.4771 - logcount_predictions_loss: 1.0246 491/2566 [====>.........................] - ETA: 4:48 - loss: 502.7041 - logits_profile_predictions_loss: 480.4703 - logcount_predictions_loss: 1.0246 492/2566 [====>.........................] - ETA: 4:48 - loss: 502.6977 - logits_profile_predictions_loss: 480.4635 - logcount_predictions_loss: 1.0246 493/2566 [====>.........................] - ETA: 4:48 - loss: 502.6911 - logits_profile_predictions_loss: 480.4566 - logcount_predictions_loss: 1.0246 494/2566 [====>.........................] - ETA: 4:48 - loss: 502.6846 - logits_profile_predictions_loss: 480.4498 - logcount_predictions_loss: 1.0246 495/2566 [====>.........................] - ETA: 4:47 - loss: 502.6786 - logits_profile_predictions_loss: 480.4435 - logcount_predictions_loss: 1.0247 496/2566 [====>.........................] - ETA: 4:47 - loss: 502.6730 - logits_profile_predictions_loss: 480.4376 - logcount_predictions_loss: 1.0247 497/2566 [====>.........................] - ETA: 4:47 - loss: 502.6676 - logits_profile_predictions_loss: 480.4319 - logcount_predictions_loss: 1.0247 498/2566 [====>.........................] - ETA: 4:47 - loss: 502.6620 - logits_profile_predictions_loss: 480.4260 - logcount_predictions_loss: 1.0247 499/2566 [====>.........................] - ETA: 4:47 - loss: 502.6565 - logits_profile_predictions_loss: 480.4202 - logcount_predictions_loss: 1.0247 500/2566 [====>.........................] - ETA: 4:47 - loss: 502.6508 - logits_profile_predictions_loss: 480.4141 - logcount_predictions_loss: 1.0247 501/2566 [====>.........................] - ETA: 4:47 - loss: 502.6451 - logits_profile_predictions_loss: 480.4081 - logcount_predictions_loss: 1.0247 502/2566 [====>.........................] - ETA: 4:46 - loss: 502.6395 - logits_profile_predictions_loss: 480.4022 - logcount_predictions_loss: 1.0248 503/2566 [====>.........................] - ETA: 4:46 - loss: 502.6338 - logits_profile_predictions_loss: 480.3962 - logcount_predictions_loss: 1.0248 504/2566 [====>.........................] - ETA: 4:46 - loss: 502.6284 - logits_profile_predictions_loss: 480.3904 - logcount_predictions_loss: 1.0248 505/2566 [====>.........................] - ETA: 4:46 - loss: 502.6230 - logits_profile_predictions_loss: 480.3846 - logcount_predictions_loss: 1.0248 506/2566 [====>.........................] - ETA: 4:46 - loss: 502.6176 - logits_profile_predictions_loss: 480.3789 - logcount_predictions_loss: 1.0248 507/2566 [====>.........................] - ETA: 4:46 - loss: 502.6122 - logits_profile_predictions_loss: 480.3732 - logcount_predictions_loss: 1.0248 508/2566 [====>.........................] - ETA: 4:46 - loss: 502.6066 - logits_profile_predictions_loss: 480.3673 - logcount_predictions_loss: 1.0249 509/2566 [====>.........................] - ETA: 4:45 - loss: 502.6011 - logits_profile_predictions_loss: 480.3615 - logcount_predictions_loss: 1.0249 510/2566 [====>.........................] - ETA: 4:45 - loss: 502.5954 - logits_profile_predictions_loss: 480.3555 - logcount_predictions_loss: 1.0249 511/2566 [====>.........................] - ETA: 4:45 - loss: 502.5898 - logits_profile_predictions_loss: 480.3497 - logcount_predictions_loss: 1.0249 512/2566 [====>.........................] - ETA: 4:45 - loss: 502.5843 - logits_profile_predictions_loss: 480.3439 - logcount_predictions_loss: 1.0249 513/2566 [====>.........................] - ETA: 4:45 - loss: 502.5787 - logits_profile_predictions_loss: 480.3380 - logcount_predictions_loss: 1.0249 514/2566 [=====>........................] - ETA: 4:45 - loss: 502.5732 - logits_profile_predictions_loss: 480.3323 - logcount_predictions_loss: 1.0249 515/2566 [=====>........................] - ETA: 4:45 - loss: 502.5678 - logits_profile_predictions_loss: 480.3266 - logcount_predictions_loss: 1.0249 516/2566 [=====>........................] - ETA: 4:45 - loss: 502.5626 - logits_profile_predictions_loss: 480.3211 - logcount_predictions_loss: 1.0250 517/2566 [=====>........................] - ETA: 4:44 - loss: 502.5571 - logits_profile_predictions_loss: 480.3154 - logcount_predictions_loss: 1.0250 518/2566 [=====>........................] - ETA: 4:44 - loss: 502.5517 - logits_profile_predictions_loss: 480.3097 - logcount_predictions_loss: 1.0250 519/2566 [=====>........................] - ETA: 4:44 - loss: 502.5464 - logits_profile_predictions_loss: 480.3042 - logcount_predictions_loss: 1.0250 520/2566 [=====>........................] - ETA: 4:44 - loss: 502.5410 - logits_profile_predictions_loss: 480.2986 - logcount_predictions_loss: 1.0250 521/2566 [=====>........................] - ETA: 4:44 - loss: 502.5356 - logits_profile_predictions_loss: 480.2930 - logcount_predictions_loss: 1.0250 522/2566 [=====>........................] - ETA: 4:44 - loss: 502.5301 - logits_profile_predictions_loss: 480.2873 - logcount_predictions_loss: 1.0250 523/2566 [=====>........................] - ETA: 4:44 - loss: 502.5246 - logits_profile_predictions_loss: 480.2816 - logcount_predictions_loss: 1.0250 524/2566 [=====>........................] - ETA: 4:43 - loss: 502.5189 - logits_profile_predictions_loss: 480.2757 - logcount_predictions_loss: 1.0250 525/2566 [=====>........................] - ETA: 4:43 - loss: 502.5131 - logits_profile_predictions_loss: 480.2697 - logcount_predictions_loss: 1.0250 526/2566 [=====>........................] - ETA: 4:43 - loss: 502.5074 - 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[============================>.] - ETA: 0s - loss: 497.7548 - logits_profile_predictions_loss: 475.5588 - logcount_predictions_loss: 1.0229 2564/2566 [============================>.] - ETA: 0s - loss: 497.7535 - logits_profile_predictions_loss: 475.5576 - logcount_predictions_loss: 1.0229 2565/2566 [============================>.] - ETA: 0s - loss: 497.7521 - logits_profile_predictions_loss: 475.5564 - logcount_predictions_loss: 1.0229 2566/2566 [==============================] - ETA: 0s - loss: 497.7507 - logits_profile_predictions_loss: 475.5552 - logcount_predictions_loss: 1.0228 2566/2566 [==============================] - 373s 145ms/step - loss: 497.7494 - logits_profile_predictions_loss: 475.5541 - logcount_predictions_loss: 1.0228 - val_loss: 502.5527 - val_logits_profile_predictions_loss: 482.6612 - val_logcount_predictions_loss: 0.9167 Epoch 00003: val_loss improved from 514.12335 to 502.55273, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR918TVE//chrombpnet_model_feb15_fold_3/chrombpnet.h5 Epoch 4/50 1/2566 [..............................] - ETA: 7:09 - loss: 478.0038 - logits_profile_predictions_loss: 450.7090 - logcount_predictions_loss: 1.2578 2/2566 [..............................] - ETA: 6:04 - loss: 463.1108 - logits_profile_predictions_loss: 437.8369 - logcount_predictions_loss: 1.1647 3/2566 [..............................] - ETA: 6:00 - loss: 466.2219 - logits_profile_predictions_loss: 442.8112 - logcount_predictions_loss: 1.0788 4/2566 [..............................] - ETA: 5:59 - loss: 466.6793 - logits_profile_predictions_loss: 444.3337 - logcount_predictions_loss: 1.0298 5/2566 [..............................] - ETA: 5:58 - loss: 464.9288 - logits_profile_predictions_loss: 443.2871 - logcount_predictions_loss: 0.9973 6/2566 [..............................] - ETA: 5:58 - loss: 467.3122 - logits_profile_predictions_loss: 446.0928 - 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- logits_profile_predictions_loss: 458.9297 - logcount_predictions_loss: 0.9052 14/2566 [..............................] - ETA: 5:56 - loss: 479.8872 - logits_profile_predictions_loss: 460.3166 - logcount_predictions_loss: 0.9019 15/2566 [..............................] - ETA: 5:56 - loss: 480.8228 - logits_profile_predictions_loss: 461.2581 - logcount_predictions_loss: 0.9016 16/2566 [..............................] - ETA: 5:56 - loss: 481.7992 - logits_profile_predictions_loss: 462.2431 - logcount_predictions_loss: 0.9012 17/2566 [..............................] - ETA: 5:56 - loss: 482.6857 - logits_profile_predictions_loss: 463.1508 - logcount_predictions_loss: 0.9002 18/2566 [..............................] - ETA: 5:56 - loss: 483.5531 - logits_profile_predictions_loss: 464.0357 - logcount_predictions_loss: 0.8994 19/2566 [..............................] - ETA: 5:55 - loss: 484.4964 - logits_profile_predictions_loss: 464.9839 - logcount_predictions_loss: 0.8992 20/2566 [..............................] - ETA: 5:55 - loss: 485.3058 - logits_profile_predictions_loss: 465.7876 - logcount_predictions_loss: 0.8995 21/2566 [..............................] - ETA: 5:55 - loss: 485.8811 - logits_profile_predictions_loss: 466.3579 - logcount_predictions_loss: 0.8997 22/2566 [..............................] - ETA: 5:55 - loss: 486.5046 - logits_profile_predictions_loss: 466.9671 - logcount_predictions_loss: 0.9003 23/2566 [..............................] - ETA: 5:55 - loss: 487.0817 - logits_profile_predictions_loss: 467.5216 - logcount_predictions_loss: 0.9014 24/2566 [..............................] - ETA: 5:55 - loss: 487.4462 - logits_profile_predictions_loss: 467.8404 - logcount_predictions_loss: 0.9035 25/2566 [..............................] - ETA: 5:54 - loss: 487.7448 - logits_profile_predictions_loss: 468.0897 - logcount_predictions_loss: 0.9058 26/2566 [..............................] - ETA: 5:54 - loss: 487.9276 - logits_profile_predictions_loss: 468.2338 - logcount_predictions_loss: 0.9076 27/2566 [..............................] - ETA: 5:54 - loss: 488.0653 - logits_profile_predictions_loss: 468.3276 - logcount_predictions_loss: 0.9096 28/2566 [..............................] - ETA: 5:54 - loss: 488.2239 - logits_profile_predictions_loss: 468.4477 - logcount_predictions_loss: 0.9113 29/2566 [..............................] - ETA: 5:54 - loss: 488.3180 - logits_profile_predictions_loss: 468.5102 - logcount_predictions_loss: 0.9128 30/2566 [..............................] - ETA: 5:54 - loss: 488.4717 - logits_profile_predictions_loss: 468.6358 - logcount_predictions_loss: 0.9141 31/2566 [..............................] - ETA: 5:53 - loss: 488.6249 - logits_profile_predictions_loss: 468.7674 - logcount_predictions_loss: 0.9151 32/2566 [..............................] - ETA: 5:53 - loss: 488.7998 - logits_profile_predictions_loss: 468.9134 - logcount_predictions_loss: 0.9164 33/2566 [..............................] - ETA: 5:53 - 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[====>.........................] - ETA: 4:55 - loss: 491.2199 - logits_profile_predictions_loss: 470.4574 - logcount_predictions_loss: 0.9568 445/2566 [====>.........................] - ETA: 4:55 - loss: 491.2174 - logits_profile_predictions_loss: 470.4545 - logcount_predictions_loss: 0.9568 446/2566 [====>.........................] - ETA: 4:55 - loss: 491.2152 - logits_profile_predictions_loss: 470.4519 - logcount_predictions_loss: 0.9568 447/2566 [====>.........................] - ETA: 4:55 - loss: 491.2132 - logits_profile_predictions_loss: 470.4495 - logcount_predictions_loss: 0.9569 448/2566 [====>.........................] - ETA: 4:54 - loss: 491.2113 - logits_profile_predictions_loss: 470.4471 - logcount_predictions_loss: 0.9569 449/2566 [====>.........................] - ETA: 4:54 - loss: 491.2091 - logits_profile_predictions_loss: 470.4445 - logcount_predictions_loss: 0.9569 450/2566 [====>.........................] - ETA: 4:54 - loss: 491.2072 - logits_profile_predictions_loss: 470.4422 - logcount_predictions_loss: 0.9569 451/2566 [====>.........................] - ETA: 4:54 - loss: 491.2052 - logits_profile_predictions_loss: 470.4397 - logcount_predictions_loss: 0.9569 452/2566 [====>.........................] - ETA: 4:54 - loss: 491.2033 - logits_profile_predictions_loss: 470.4373 - logcount_predictions_loss: 0.9570 453/2566 [====>.........................] - ETA: 4:54 - loss: 491.2013 - logits_profile_predictions_loss: 470.4349 - logcount_predictions_loss: 0.9570 454/2566 [====>.........................] - ETA: 4:54 - loss: 491.1991 - logits_profile_predictions_loss: 470.4323 - logcount_predictions_loss: 0.9570 455/2566 [====>.........................] - ETA: 4:53 - loss: 491.1971 - logits_profile_predictions_loss: 470.4298 - logcount_predictions_loss: 0.9570 456/2566 [====>.........................] - ETA: 4:53 - loss: 491.1951 - logits_profile_predictions_loss: 470.4275 - logcount_predictions_loss: 0.9570 457/2566 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[============================>.] - ETA: 0s - loss: 488.3736 - logits_profile_predictions_loss: 467.7827 - logcount_predictions_loss: 0.9489 2566/2566 [==============================] - ETA: 0s - loss: 488.3726 - logits_profile_predictions_loss: 467.7819 - logcount_predictions_loss: 0.9489 2566/2566 [==============================] - 373s 145ms/step - loss: 488.3717 - logits_profile_predictions_loss: 467.7811 - logcount_predictions_loss: 0.9489 - val_loss: 500.3213 - val_logits_profile_predictions_loss: 480.8533 - val_logcount_predictions_loss: 0.8971 Epoch 00004: val_loss improved from 502.55273 to 500.32132, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR918TVE//chrombpnet_model_feb15_fold_3/chrombpnet.h5 Epoch 5/50 1/2566 [..............................] - ETA: 6:50 - loss: 535.3743 - logits_profile_predictions_loss: 519.0931 - logcount_predictions_loss: 0.7503 2/2566 [..............................] - ETA: 5:59 - loss: 530.5158 - 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[..............................] - ETA: 5:54 - loss: 506.0387 - logits_profile_predictions_loss: 488.4616 - logcount_predictions_loss: 0.8100 10/2566 [..............................] - ETA: 5:54 - loss: 504.5996 - logits_profile_predictions_loss: 487.0400 - logcount_predictions_loss: 0.8092 11/2566 [..............................] - ETA: 5:54 - loss: 503.3506 - logits_profile_predictions_loss: 485.8048 - logcount_predictions_loss: 0.8086 12/2566 [..............................] - ETA: 5:54 - loss: 502.2522 - logits_profile_predictions_loss: 484.7305 - logcount_predictions_loss: 0.8075 13/2566 [..............................] - ETA: 5:53 - loss: 501.1945 - logits_profile_predictions_loss: 483.7146 - logcount_predictions_loss: 0.8055 14/2566 [..............................] - ETA: 5:53 - loss: 500.1126 - logits_profile_predictions_loss: 482.6709 - logcount_predictions_loss: 0.8038 15/2566 [..............................] - ETA: 5:53 - loss: 498.9354 - logits_profile_predictions_loss: 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[..............................] - ETA: 5:49 - loss: 492.2692 - logits_profile_predictions_loss: 475.2683 - logcount_predictions_loss: 0.7835 43/2566 [..............................] - ETA: 5:49 - loss: 492.2096 - logits_profile_predictions_loss: 475.2048 - logcount_predictions_loss: 0.7836 44/2566 [..............................] - ETA: 5:49 - loss: 492.1296 - logits_profile_predictions_loss: 475.1225 - logcount_predictions_loss: 0.7837 45/2566 [..............................] - ETA: 5:49 - loss: 492.0264 - logits_profile_predictions_loss: 475.0173 - logcount_predictions_loss: 0.7838 46/2566 [..............................] - ETA: 5:49 - loss: 491.9095 - logits_profile_predictions_loss: 474.8961 - logcount_predictions_loss: 0.7840 47/2566 [..............................] - ETA: 5:49 - loss: 491.7644 - logits_profile_predictions_loss: 474.7447 - logcount_predictions_loss: 0.7843 48/2566 [..............................] - ETA: 5:49 - loss: 491.6443 - logits_profile_predictions_loss: 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[>.............................] - ETA: 5:40 - loss: 488.0206 - logits_profile_predictions_loss: 470.5448 - logcount_predictions_loss: 0.8053 109/2566 [>.............................] - ETA: 5:40 - loss: 487.9727 - logits_profile_predictions_loss: 470.4919 - logcount_predictions_loss: 0.8056 110/2566 [>.............................] - ETA: 5:40 - loss: 487.9290 - logits_profile_predictions_loss: 470.4430 - logcount_predictions_loss: 0.8058 111/2566 [>.............................] - ETA: 5:40 - loss: 487.8880 - logits_profile_predictions_loss: 470.3973 - logcount_predictions_loss: 0.8060 112/2566 [>.............................] - ETA: 5:40 - loss: 487.8437 - logits_profile_predictions_loss: 470.3484 - logcount_predictions_loss: 0.8062 113/2566 [>.............................] - ETA: 5:40 - loss: 487.7993 - logits_profile_predictions_loss: 470.2998 - logcount_predictions_loss: 0.8064 114/2566 [>.............................] - ETA: 5:39 - loss: 487.7547 - 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logits_profile_predictions_loss: 469.7684 - logcount_predictions_loss: 0.8094 128/2566 [>.............................] - ETA: 5:38 - loss: 487.3057 - logits_profile_predictions_loss: 469.7381 - logcount_predictions_loss: 0.8096 129/2566 [>.............................] - ETA: 5:37 - loss: 487.2787 - logits_profile_predictions_loss: 469.7072 - logcount_predictions_loss: 0.8097 130/2566 [>.............................] - ETA: 5:37 - loss: 487.2535 - logits_profile_predictions_loss: 469.6781 - logcount_predictions_loss: 0.8099 131/2566 [>.............................] - ETA: 5:37 - loss: 487.2298 - logits_profile_predictions_loss: 469.6504 - logcount_predictions_loss: 0.8101 132/2566 [>.............................] - ETA: 5:37 - loss: 487.2063 - logits_profile_predictions_loss: 469.6231 - logcount_predictions_loss: 0.8103 133/2566 [>.............................] - ETA: 5:37 - loss: 487.1825 - logits_profile_predictions_loss: 469.5953 - logcount_predictions_loss: 0.8105 134/2566 [>.............................] - ETA: 5:37 - loss: 487.1549 - logits_profile_predictions_loss: 469.5639 - logcount_predictions_loss: 0.8106 135/2566 [>.............................] - ETA: 5:37 - loss: 487.1302 - logits_profile_predictions_loss: 469.5352 - logcount_predictions_loss: 0.8108 136/2566 [>.............................] - ETA: 5:36 - loss: 487.1059 - logits_profile_predictions_loss: 469.5066 - logcount_predictions_loss: 0.8110 137/2566 [>.............................] - ETA: 5:36 - loss: 487.0832 - logits_profile_predictions_loss: 469.4795 - logcount_predictions_loss: 0.8112 138/2566 [>.............................] - ETA: 5:36 - loss: 487.0624 - logits_profile_predictions_loss: 469.4547 - logcount_predictions_loss: 0.8114 139/2566 [>.............................] - ETA: 5:36 - loss: 487.0409 - logits_profile_predictions_loss: 469.4291 - logcount_predictions_loss: 0.8116 140/2566 [>.............................] - ETA: 5:36 - loss: 487.0186 - logits_profile_predictions_loss: 469.4026 - logcount_predictions_loss: 0.8118 141/2566 [>.............................] - ETA: 5:36 - loss: 486.9952 - logits_profile_predictions_loss: 469.3754 - logcount_predictions_loss: 0.8120 142/2566 [>.............................] - ETA: 5:36 - loss: 486.9721 - logits_profile_predictions_loss: 469.3485 - logcount_predictions_loss: 0.8121 143/2566 [>.............................] - ETA: 5:35 - loss: 486.9472 - logits_profile_predictions_loss: 469.3193 - logcount_predictions_loss: 0.8123 144/2566 [>.............................] - ETA: 5:35 - loss: 486.9237 - logits_profile_predictions_loss: 469.2918 - logcount_predictions_loss: 0.8125 145/2566 [>.............................] - ETA: 5:35 - loss: 486.9009 - logits_profile_predictions_loss: 469.2648 - logcount_predictions_loss: 0.8127 146/2566 [>.............................] - ETA: 5:35 - loss: 486.8812 - logits_profile_predictions_loss: 469.2410 - logcount_predictions_loss: 0.8129 147/2566 [>.............................] - ETA: 5:35 - loss: 486.8614 - logits_profile_predictions_loss: 469.2171 - logcount_predictions_loss: 0.8131 148/2566 [>.............................] - ETA: 5:35 - loss: 486.8446 - logits_profile_predictions_loss: 469.1964 - logcount_predictions_loss: 0.8133 149/2566 [>.............................] - ETA: 5:35 - loss: 486.8278 - logits_profile_predictions_loss: 469.1753 - logcount_predictions_loss: 0.8135 150/2566 [>.............................] - ETA: 5:34 - loss: 486.8102 - logits_profile_predictions_loss: 469.1537 - logcount_predictions_loss: 0.8137 151/2566 [>.............................] - ETA: 5:34 - loss: 486.7975 - logits_profile_predictions_loss: 469.1368 - logcount_predictions_loss: 0.8139 152/2566 [>.............................] - ETA: 5:34 - loss: 486.7844 - logits_profile_predictions_loss: 469.1198 - logcount_predictions_loss: 0.8140 153/2566 [>.............................] - ETA: 5:34 - loss: 486.7679 - 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[>.............................] - ETA: 5:33 - loss: 486.6615 - logits_profile_predictions_loss: 468.9654 - logcount_predictions_loss: 0.8155 161/2566 [>.............................] - ETA: 5:33 - loss: 486.6487 - logits_profile_predictions_loss: 468.9484 - logcount_predictions_loss: 0.8157 162/2566 [>.............................] - ETA: 5:33 - loss: 486.6356 - logits_profile_predictions_loss: 468.9311 - logcount_predictions_loss: 0.8159 163/2566 [>.............................] - ETA: 5:33 - loss: 486.6217 - logits_profile_predictions_loss: 468.9129 - logcount_predictions_loss: 0.8161 164/2566 [>.............................] - ETA: 5:33 - loss: 486.6056 - logits_profile_predictions_loss: 468.8925 - logcount_predictions_loss: 0.8163 165/2566 [>.............................] - ETA: 5:32 - loss: 486.5905 - logits_profile_predictions_loss: 468.8733 - logcount_predictions_loss: 0.8165 166/2566 [>.............................] - ETA: 5:32 - loss: 486.5741 - 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[=>............................] - ETA: 5:31 - loss: 486.4725 - logits_profile_predictions_loss: 468.7270 - logcount_predictions_loss: 0.8178 174/2566 [=>............................] - ETA: 5:31 - loss: 486.4583 - logits_profile_predictions_loss: 468.7096 - logcount_predictions_loss: 0.8179 175/2566 [=>............................] - ETA: 5:31 - loss: 486.4413 - logits_profile_predictions_loss: 468.6894 - logcount_predictions_loss: 0.8181 176/2566 [=>............................] - ETA: 5:31 - loss: 486.4251 - logits_profile_predictions_loss: 468.6698 - logcount_predictions_loss: 0.8182 177/2566 [=>............................] - ETA: 5:31 - loss: 486.4108 - logits_profile_predictions_loss: 468.6520 - logcount_predictions_loss: 0.8184 178/2566 [=>............................] - ETA: 5:31 - loss: 486.3982 - logits_profile_predictions_loss: 468.6359 - logcount_predictions_loss: 0.8185 179/2566 [=>............................] - ETA: 5:30 - loss: 486.3891 - 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[====>.........................] - ETA: 4:44 - loss: 483.2578 - logits_profile_predictions_loss: 464.7861 - logcount_predictions_loss: 0.8512 512/2566 [====>.........................] - ETA: 4:44 - loss: 483.2516 - logits_profile_predictions_loss: 464.7790 - logcount_predictions_loss: 0.8513 513/2566 [====>.........................] - ETA: 4:44 - loss: 483.2453 - logits_profile_predictions_loss: 464.7718 - logcount_predictions_loss: 0.8513 514/2566 [=====>........................] - ETA: 4:44 - loss: 483.2392 - logits_profile_predictions_loss: 464.7648 - logcount_predictions_loss: 0.8513 515/2566 [=====>........................] - ETA: 4:44 - loss: 483.2326 - logits_profile_predictions_loss: 464.7573 - logcount_predictions_loss: 0.8514 516/2566 [=====>........................] - ETA: 4:44 - loss: 483.2261 - logits_profile_predictions_loss: 464.7499 - logcount_predictions_loss: 0.8514 517/2566 [=====>........................] - ETA: 4:43 - loss: 483.2197 - logits_profile_predictions_loss: 464.7427 - logcount_predictions_loss: 0.8515 518/2566 [=====>........................] - ETA: 4:43 - loss: 483.2134 - logits_profile_predictions_loss: 464.7355 - logcount_predictions_loss: 0.8515 519/2566 [=====>........................] - ETA: 4:43 - loss: 483.2075 - logits_profile_predictions_loss: 464.7286 - logcount_predictions_loss: 0.8515 520/2566 [=====>........................] - ETA: 4:43 - loss: 483.2014 - logits_profile_predictions_loss: 464.7217 - logcount_predictions_loss: 0.8516 521/2566 [=====>........................] - ETA: 4:43 - loss: 483.1953 - logits_profile_predictions_loss: 464.7147 - logcount_predictions_loss: 0.8516 522/2566 [=====>........................] - ETA: 4:43 - loss: 483.1893 - logits_profile_predictions_loss: 464.7077 - logcount_predictions_loss: 0.8517 523/2566 [=====>........................] - ETA: 4:43 - loss: 483.1832 - logits_profile_predictions_loss: 464.7008 - logcount_predictions_loss: 0.8517 524/2566 [=====>........................] - ETA: 4:42 - loss: 483.1770 - logits_profile_predictions_loss: 464.6938 - logcount_predictions_loss: 0.8518 525/2566 [=====>........................] - ETA: 4:42 - loss: 483.1708 - logits_profile_predictions_loss: 464.6867 - logcount_predictions_loss: 0.8518 526/2566 [=====>........................] - ETA: 4:42 - loss: 483.1645 - logits_profile_predictions_loss: 464.6795 - logcount_predictions_loss: 0.8518 527/2566 [=====>........................] - ETA: 4:42 - loss: 483.1582 - logits_profile_predictions_loss: 464.6723 - logcount_predictions_loss: 0.8519 528/2566 [=====>........................] - ETA: 4:42 - loss: 483.1519 - logits_profile_predictions_loss: 464.6651 - logcount_predictions_loss: 0.8519 529/2566 [=====>........................] - ETA: 4:42 - loss: 483.1456 - logits_profile_predictions_loss: 464.6578 - logcount_predictions_loss: 0.8520 530/2566 [=====>........................] - ETA: 4:42 - loss: 483.1390 - 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[============================>.] - ETA: 1s - loss: 479.6263 - logits_profile_predictions_loss: 460.8633 - logcount_predictions_loss: 0.8647 2555/2566 [============================>.] - ETA: 1s - loss: 479.6255 - logits_profile_predictions_loss: 460.8626 - logcount_predictions_loss: 0.8647 2556/2566 [============================>.] - ETA: 1s - loss: 479.6248 - logits_profile_predictions_loss: 460.8618 - logcount_predictions_loss: 0.8647 2557/2566 [============================>.] - ETA: 1s - loss: 479.6241 - logits_profile_predictions_loss: 460.8611 - logcount_predictions_loss: 0.8647 2558/2566 [============================>.] - ETA: 1s - loss: 479.6234 - logits_profile_predictions_loss: 460.8603 - logcount_predictions_loss: 0.8647 2559/2566 [============================>.] - ETA: 0s - loss: 479.6226 - logits_profile_predictions_loss: 460.8595 - logcount_predictions_loss: 0.8647 2560/2566 [============================>.] - ETA: 0s - loss: 479.6219 - logits_profile_predictions_loss: 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145ms/step - loss: 479.6167 - logits_profile_predictions_loss: 460.8534 - logcount_predictions_loss: 0.8647 - val_loss: 498.1414 - val_logits_profile_predictions_loss: 478.6769 - val_logcount_predictions_loss: 0.8970 Epoch 00005: val_loss improved from 500.32132 to 498.14145, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR918TVE//chrombpnet_model_feb15_fold_3/chrombpnet.h5 Epoch 6/50 1/2566 [..............................] - ETA: 6:49 - loss: 465.7107 - logits_profile_predictions_loss: 441.2150 - logcount_predictions_loss: 1.1288 2/2566 [..............................] - ETA: 5:57 - loss: 482.4839 - logits_profile_predictions_loss: 458.1764 - logcount_predictions_loss: 1.1202 3/2566 [..............................] - ETA: 5:57 - loss: 479.2687 - logits_profile_predictions_loss: 454.9598 - logcount_predictions_loss: 1.1202 4/2566 [..............................] - ETA: 5:56 - loss: 474.4140 - logits_profile_predictions_loss: 450.6244 - 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[..............................] - ETA: 5:53 - loss: 468.6248 - logits_profile_predictions_loss: 447.4027 - logcount_predictions_loss: 0.9780 19/2566 [..............................] - ETA: 5:53 - loss: 468.9946 - logits_profile_predictions_loss: 447.8725 - logcount_predictions_loss: 0.9734 20/2566 [..............................] - ETA: 5:52 - loss: 469.4633 - logits_profile_predictions_loss: 448.4394 - logcount_predictions_loss: 0.9688 21/2566 [..............................] - ETA: 5:52 - loss: 469.9593 - logits_profile_predictions_loss: 449.0385 - logcount_predictions_loss: 0.9641 22/2566 [..............................] - ETA: 5:52 - loss: 470.3991 - logits_profile_predictions_loss: 449.5727 - logcount_predictions_loss: 0.9597 23/2566 [..............................] - ETA: 5:52 - loss: 470.7255 - logits_profile_predictions_loss: 449.9886 - logcount_predictions_loss: 0.9556 24/2566 [..............................] - ETA: 5:52 - loss: 470.9305 - logits_profile_predictions_loss: 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38/2566 [..............................] - ETA: 5:50 - loss: 473.0218 - logits_profile_predictions_loss: 453.1834 - logcount_predictions_loss: 0.9142 39/2566 [..............................] - ETA: 5:50 - loss: 473.1487 - logits_profile_predictions_loss: 453.3483 - logcount_predictions_loss: 0.9125 40/2566 [..............................] - ETA: 5:49 - loss: 473.2552 - logits_profile_predictions_loss: 453.4916 - logcount_predictions_loss: 0.9108 41/2566 [..............................] - ETA: 5:49 - loss: 473.3262 - logits_profile_predictions_loss: 453.5987 - logcount_predictions_loss: 0.9091 42/2566 [..............................] - ETA: 5:49 - loss: 473.4502 - logits_profile_predictions_loss: 453.7619 - logcount_predictions_loss: 0.9073 43/2566 [..............................] - ETA: 5:49 - loss: 473.5468 - logits_profile_predictions_loss: 453.8940 - logcount_predictions_loss: 0.9057 44/2566 [..............................] - ETA: 5:49 - loss: 473.6026 - 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logits_profile_predictions_loss: 456.9674 - logcount_predictions_loss: 0.8411 345/2566 [===>..........................] - ETA: 5:07 - loss: 475.2202 - logits_profile_predictions_loss: 456.9705 - logcount_predictions_loss: 0.8410 346/2566 [===>..........................] - ETA: 5:07 - loss: 475.2223 - logits_profile_predictions_loss: 456.9740 - logcount_predictions_loss: 0.8409 347/2566 [===>..........................] - ETA: 5:07 - loss: 475.2243 - logits_profile_predictions_loss: 456.9773 - logcount_predictions_loss: 0.8409 348/2566 [===>..........................] - ETA: 5:07 - loss: 475.2270 - logits_profile_predictions_loss: 456.9812 - logcount_predictions_loss: 0.8408 349/2566 [===>..........................] - ETA: 5:07 - loss: 475.2296 - logits_profile_predictions_loss: 456.9850 - logcount_predictions_loss: 0.8408 350/2566 [===>..........................] - ETA: 5:06 - loss: 475.2320 - logits_profile_predictions_loss: 456.9886 - logcount_predictions_loss: 0.8407 351/2566 [===>..........................] - ETA: 5:06 - loss: 475.2343 - logits_profile_predictions_loss: 456.9921 - logcount_predictions_loss: 0.8407 352/2566 [===>..........................] - ETA: 5:06 - loss: 475.2370 - logits_profile_predictions_loss: 456.9959 - logcount_predictions_loss: 0.8406 353/2566 [===>..........................] - ETA: 5:06 - loss: 475.2399 - logits_profile_predictions_loss: 457.0000 - logcount_predictions_loss: 0.8405 354/2566 [===>..........................] - ETA: 5:06 - loss: 475.2427 - logits_profile_predictions_loss: 457.0040 - logcount_predictions_loss: 0.8405 355/2566 [===>..........................] - ETA: 5:06 - loss: 475.2456 - logits_profile_predictions_loss: 457.0081 - logcount_predictions_loss: 0.8404 356/2566 [===>..........................] - ETA: 5:06 - loss: 475.2479 - logits_profile_predictions_loss: 457.0115 - logcount_predictions_loss: 0.8404 357/2566 [===>..........................] - ETA: 5:05 - loss: 475.2506 - logits_profile_predictions_loss: 457.0154 - logcount_predictions_loss: 0.8403 358/2566 [===>..........................] - ETA: 5:05 - loss: 475.2544 - logits_profile_predictions_loss: 457.0203 - logcount_predictions_loss: 0.8403 359/2566 [===>..........................] - ETA: 5:05 - loss: 475.2581 - logits_profile_predictions_loss: 457.0252 - logcount_predictions_loss: 0.8402 360/2566 [===>..........................] - ETA: 5:05 - loss: 475.2616 - logits_profile_predictions_loss: 457.0298 - logcount_predictions_loss: 0.8402 361/2566 [===>..........................] - ETA: 5:05 - loss: 475.2650 - logits_profile_predictions_loss: 457.0345 - logcount_predictions_loss: 0.8401 362/2566 [===>..........................] - ETA: 5:05 - loss: 475.2689 - logits_profile_predictions_loss: 457.0396 - logcount_predictions_loss: 0.8401 363/2566 [===>..........................] - ETA: 5:05 - loss: 475.2720 - logits_profile_predictions_loss: 457.0439 - logcount_predictions_loss: 0.8400 364/2566 [===>..........................] - ETA: 5:04 - loss: 475.2751 - logits_profile_predictions_loss: 457.0481 - logcount_predictions_loss: 0.8400 365/2566 [===>..........................] - ETA: 5:04 - loss: 475.2777 - logits_profile_predictions_loss: 457.0519 - logcount_predictions_loss: 0.8399 366/2566 [===>..........................] - ETA: 5:04 - loss: 475.2806 - logits_profile_predictions_loss: 457.0559 - logcount_predictions_loss: 0.8398 367/2566 [===>..........................] - ETA: 5:04 - loss: 475.2839 - logits_profile_predictions_loss: 457.0603 - logcount_predictions_loss: 0.8398 368/2566 [===>..........................] - ETA: 5:04 - loss: 475.2868 - logits_profile_predictions_loss: 457.0643 - logcount_predictions_loss: 0.8397 369/2566 [===>..........................] - ETA: 5:04 - loss: 475.2896 - logits_profile_predictions_loss: 457.0683 - logcount_predictions_loss: 0.8397 370/2566 [===>..........................] - ETA: 5:04 - loss: 475.2923 - logits_profile_predictions_loss: 457.0721 - logcount_predictions_loss: 0.8396 371/2566 [===>..........................] - ETA: 5:04 - loss: 475.2942 - logits_profile_predictions_loss: 457.0752 - logcount_predictions_loss: 0.8396 372/2566 [===>..........................] - ETA: 5:03 - loss: 475.2962 - logits_profile_predictions_loss: 457.0783 - logcount_predictions_loss: 0.8395 373/2566 [===>..........................] - ETA: 5:03 - loss: 475.2980 - logits_profile_predictions_loss: 457.0813 - logcount_predictions_loss: 0.8395 374/2566 [===>..........................] - ETA: 5:03 - loss: 475.3000 - logits_profile_predictions_loss: 457.0845 - logcount_predictions_loss: 0.8394 375/2566 [===>..........................] - ETA: 5:03 - loss: 475.3022 - logits_profile_predictions_loss: 457.0879 - logcount_predictions_loss: 0.8394 376/2566 [===>..........................] - ETA: 5:03 - loss: 475.3039 - logits_profile_predictions_loss: 457.0907 - logcount_predictions_loss: 0.8393 377/2566 [===>..........................] - ETA: 5:03 - loss: 475.3062 - logits_profile_predictions_loss: 457.0940 - logcount_predictions_loss: 0.8393 378/2566 [===>..........................] - ETA: 5:03 - loss: 475.3082 - logits_profile_predictions_loss: 457.0971 - logcount_predictions_loss: 0.8392 379/2566 [===>..........................] - ETA: 5:02 - loss: 475.3100 - logits_profile_predictions_loss: 457.1000 - logcount_predictions_loss: 0.8392 380/2566 [===>..........................] - ETA: 5:02 - loss: 475.3121 - logits_profile_predictions_loss: 457.1033 - logcount_predictions_loss: 0.8391 381/2566 [===>..........................] - ETA: 5:02 - loss: 475.3145 - logits_profile_predictions_loss: 457.1068 - logcount_predictions_loss: 0.8391 382/2566 [===>..........................] - ETA: 5:02 - loss: 475.3168 - logits_profile_predictions_loss: 457.1103 - logcount_predictions_loss: 0.8390 383/2566 [===>..........................] - ETA: 5:02 - loss: 475.3186 - logits_profile_predictions_loss: 457.1132 - logcount_predictions_loss: 0.8390 384/2566 [===>..........................] - ETA: 5:02 - loss: 475.3203 - logits_profile_predictions_loss: 457.1159 - logcount_predictions_loss: 0.8389 385/2566 [===>..........................] - ETA: 5:02 - loss: 475.3222 - logits_profile_predictions_loss: 457.1190 - logcount_predictions_loss: 0.8389 386/2566 [===>..........................] - ETA: 5:01 - loss: 475.3244 - logits_profile_predictions_loss: 457.1224 - logcount_predictions_loss: 0.8388 387/2566 [===>..........................] - ETA: 5:01 - loss: 475.3272 - logits_profile_predictions_loss: 457.1263 - logcount_predictions_loss: 0.8387 388/2566 [===>..........................] - ETA: 5:01 - loss: 475.3298 - logits_profile_predictions_loss: 457.1301 - logcount_predictions_loss: 0.8387 389/2566 [===>..........................] - ETA: 5:01 - loss: 475.3323 - logits_profile_predictions_loss: 457.1337 - logcount_predictions_loss: 0.8386 390/2566 [===>..........................] - ETA: 5:01 - loss: 475.3346 - logits_profile_predictions_loss: 457.1371 - logcount_predictions_loss: 0.8386 391/2566 [===>..........................] - ETA: 5:01 - loss: 475.3367 - logits_profile_predictions_loss: 457.1404 - logcount_predictions_loss: 0.8385 392/2566 [===>..........................] - ETA: 5:01 - loss: 475.3390 - logits_profile_predictions_loss: 457.1439 - logcount_predictions_loss: 0.8385 393/2566 [===>..........................] - ETA: 5:00 - loss: 475.3414 - logits_profile_predictions_loss: 457.1474 - logcount_predictions_loss: 0.8384 394/2566 [===>..........................] - ETA: 5:00 - loss: 475.3439 - logits_profile_predictions_loss: 457.1511 - logcount_predictions_loss: 0.8384 395/2566 [===>..........................] - ETA: 5:00 - loss: 475.3463 - logits_profile_predictions_loss: 457.1546 - logcount_predictions_loss: 0.8383 396/2566 [===>..........................] - ETA: 5:00 - loss: 475.3484 - logits_profile_predictions_loss: 457.1579 - logcount_predictions_loss: 0.8383 397/2566 [===>..........................] - ETA: 5:00 - loss: 475.3501 - logits_profile_predictions_loss: 457.1608 - logcount_predictions_loss: 0.8382 398/2566 [===>..........................] - ETA: 5:00 - loss: 475.3517 - logits_profile_predictions_loss: 457.1636 - logcount_predictions_loss: 0.8382 399/2566 [===>..........................] - ETA: 5:00 - loss: 475.3536 - logits_profile_predictions_loss: 457.1666 - logcount_predictions_loss: 0.8381 400/2566 [===>..........................] - ETA: 5:00 - loss: 475.3561 - logits_profile_predictions_loss: 457.1703 - logcount_predictions_loss: 0.8381 401/2566 [===>..........................] - ETA: 4:59 - loss: 475.3585 - logits_profile_predictions_loss: 457.1738 - logcount_predictions_loss: 0.8380 402/2566 [===>..........................] - ETA: 4:59 - loss: 475.3612 - logits_profile_predictions_loss: 457.1777 - logcount_predictions_loss: 0.8379 403/2566 [===>..........................] - ETA: 4:59 - loss: 475.3636 - logits_profile_predictions_loss: 457.1812 - logcount_predictions_loss: 0.8379 404/2566 [===>..........................] - ETA: 4:59 - loss: 475.3662 - logits_profile_predictions_loss: 457.1850 - logcount_predictions_loss: 0.8378 405/2566 [===>..........................] - ETA: 4:59 - loss: 475.3687 - logits_profile_predictions_loss: 457.1885 - logcount_predictions_loss: 0.8378 406/2566 [===>..........................] - ETA: 4:59 - loss: 475.3710 - logits_profile_predictions_loss: 457.1918 - logcount_predictions_loss: 0.8378 407/2566 [===>..........................] - ETA: 4:59 - loss: 475.3732 - logits_profile_predictions_loss: 457.1949 - logcount_predictions_loss: 0.8377 408/2566 [===>..........................] - ETA: 4:58 - loss: 475.3750 - logits_profile_predictions_loss: 457.1976 - logcount_predictions_loss: 0.8377 409/2566 [===>..........................] - ETA: 4:58 - loss: 475.3763 - logits_profile_predictions_loss: 457.1998 - logcount_predictions_loss: 0.8376 410/2566 [===>..........................] - ETA: 4:58 - loss: 475.3773 - logits_profile_predictions_loss: 457.2017 - logcount_predictions_loss: 0.8376 411/2566 [===>..........................] - ETA: 4:58 - loss: 475.3783 - logits_profile_predictions_loss: 457.2036 - logcount_predictions_loss: 0.8375 412/2566 [===>..........................] - ETA: 4:58 - loss: 475.3789 - logits_profile_predictions_loss: 457.2052 - logcount_predictions_loss: 0.8375 413/2566 [===>..........................] - ETA: 4:58 - loss: 475.3800 - logits_profile_predictions_loss: 457.2072 - logcount_predictions_loss: 0.8375 414/2566 [===>..........................] - ETA: 4:58 - loss: 475.3812 - logits_profile_predictions_loss: 457.2093 - logcount_predictions_loss: 0.8374 415/2566 [===>..........................] - ETA: 4:57 - loss: 475.3824 - logits_profile_predictions_loss: 457.2114 - logcount_predictions_loss: 0.8374 416/2566 [===>..........................] - ETA: 4:57 - loss: 475.3839 - logits_profile_predictions_loss: 457.2138 - logcount_predictions_loss: 0.8373 417/2566 [===>..........................] - ETA: 4:57 - loss: 475.3849 - logits_profile_predictions_loss: 457.2157 - logcount_predictions_loss: 0.8373 418/2566 [===>..........................] - ETA: 4:57 - loss: 475.3862 - logits_profile_predictions_loss: 457.2178 - logcount_predictions_loss: 0.8373 419/2566 [===>..........................] - ETA: 4:57 - loss: 475.3875 - logits_profile_predictions_loss: 457.2199 - logcount_predictions_loss: 0.8372 420/2566 [===>..........................] - ETA: 4:57 - loss: 475.3889 - logits_profile_predictions_loss: 457.2222 - logcount_predictions_loss: 0.8372 421/2566 [===>..........................] - ETA: 4:57 - loss: 475.3903 - logits_profile_predictions_loss: 457.2244 - logcount_predictions_loss: 0.8371 422/2566 [===>..........................] - ETA: 4:56 - loss: 475.3918 - logits_profile_predictions_loss: 457.2268 - logcount_predictions_loss: 0.8371 423/2566 [===>..........................] - ETA: 4:56 - loss: 475.3932 - logits_profile_predictions_loss: 457.2291 - logcount_predictions_loss: 0.8371 424/2566 [===>..........................] - ETA: 4:56 - loss: 475.3944 - logits_profile_predictions_loss: 457.2312 - logcount_predictions_loss: 0.8370 425/2566 [===>..........................] - ETA: 4:56 - loss: 475.3956 - logits_profile_predictions_loss: 457.2332 - logcount_predictions_loss: 0.8370 426/2566 [===>..........................] - ETA: 4:56 - loss: 475.3964 - logits_profile_predictions_loss: 457.2350 - logcount_predictions_loss: 0.8369 427/2566 [===>..........................] - ETA: 4:56 - loss: 475.3974 - logits_profile_predictions_loss: 457.2367 - logcount_predictions_loss: 0.8369 428/2566 [====>.........................] - ETA: 4:56 - loss: 475.3987 - logits_profile_predictions_loss: 457.2388 - logcount_predictions_loss: 0.8369 429/2566 [====>.........................] - ETA: 4:55 - loss: 475.3998 - logits_profile_predictions_loss: 457.2407 - logcount_predictions_loss: 0.8368 430/2566 [====>.........................] - ETA: 4:55 - loss: 475.4010 - logits_profile_predictions_loss: 457.2427 - logcount_predictions_loss: 0.8368 431/2566 [====>.........................] - ETA: 4:55 - loss: 475.4023 - logits_profile_predictions_loss: 457.2448 - logcount_predictions_loss: 0.8368 432/2566 [====>.........................] - ETA: 4:55 - loss: 475.4037 - logits_profile_predictions_loss: 457.2469 - logcount_predictions_loss: 0.8367 433/2566 [====>.........................] - ETA: 4:55 - loss: 475.4055 - logits_profile_predictions_loss: 457.2494 - logcount_predictions_loss: 0.8367 434/2566 [====>.........................] - ETA: 4:55 - loss: 475.4072 - logits_profile_predictions_loss: 457.2519 - logcount_predictions_loss: 0.8366 435/2566 [====>.........................] - ETA: 4:55 - loss: 475.4091 - logits_profile_predictions_loss: 457.2546 - logcount_predictions_loss: 0.8366 436/2566 [====>.........................] - ETA: 4:55 - loss: 475.4110 - logits_profile_predictions_loss: 457.2573 - logcount_predictions_loss: 0.8366 437/2566 [====>.........................] - ETA: 4:54 - loss: 475.4129 - logits_profile_predictions_loss: 457.2599 - logcount_predictions_loss: 0.8365 438/2566 [====>.........................] - ETA: 4:54 - loss: 475.4146 - logits_profile_predictions_loss: 457.2624 - logcount_predictions_loss: 0.8365 439/2566 [====>.........................] - ETA: 4:54 - loss: 475.4162 - logits_profile_predictions_loss: 457.2648 - logcount_predictions_loss: 0.8365 440/2566 [====>.........................] - ETA: 4:54 - loss: 475.4176 - logits_profile_predictions_loss: 457.2669 - logcount_predictions_loss: 0.8364 441/2566 [====>.........................] - ETA: 4:54 - loss: 475.4188 - logits_profile_predictions_loss: 457.2688 - logcount_predictions_loss: 0.8364 442/2566 [====>.........................] - ETA: 4:54 - loss: 475.4201 - logits_profile_predictions_loss: 457.2709 - logcount_predictions_loss: 0.8364 443/2566 [====>.........................] - ETA: 4:54 - loss: 475.4216 - logits_profile_predictions_loss: 457.2731 - logcount_predictions_loss: 0.8363 444/2566 [====>.........................] - ETA: 4:53 - loss: 475.4228 - logits_profile_predictions_loss: 457.2751 - logcount_predictions_loss: 0.8363 445/2566 [====>.........................] - ETA: 4:53 - loss: 475.4243 - logits_profile_predictions_loss: 457.2773 - logcount_predictions_loss: 0.8363 446/2566 [====>.........................] - ETA: 4:53 - loss: 475.4255 - logits_profile_predictions_loss: 457.2794 - logcount_predictions_loss: 0.8362 447/2566 [====>.........................] - ETA: 4:53 - loss: 475.4268 - logits_profile_predictions_loss: 457.2814 - logcount_predictions_loss: 0.8362 448/2566 [====>.........................] - ETA: 4:53 - loss: 475.4280 - logits_profile_predictions_loss: 457.2835 - logcount_predictions_loss: 0.8362 449/2566 [====>.........................] - ETA: 4:53 - loss: 475.4295 - logits_profile_predictions_loss: 457.2857 - logcount_predictions_loss: 0.8361 450/2566 [====>.........................] - ETA: 4:53 - loss: 475.4308 - logits_profile_predictions_loss: 457.2878 - logcount_predictions_loss: 0.8361 451/2566 [====>.........................] - ETA: 4:52 - loss: 475.4318 - logits_profile_predictions_loss: 457.2896 - logcount_predictions_loss: 0.8360 452/2566 [====>.........................] - ETA: 4:52 - loss: 475.4329 - logits_profile_predictions_loss: 457.2915 - logcount_predictions_loss: 0.8360 453/2566 [====>.........................] - ETA: 4:52 - loss: 475.4338 - logits_profile_predictions_loss: 457.2932 - logcount_predictions_loss: 0.8360 454/2566 [====>.........................] - ETA: 4:52 - loss: 475.4350 - logits_profile_predictions_loss: 457.2952 - logcount_predictions_loss: 0.8359 455/2566 [====>.........................] - ETA: 4:52 - loss: 475.4359 - logits_profile_predictions_loss: 457.2969 - logcount_predictions_loss: 0.8359 456/2566 [====>.........................] - ETA: 4:52 - loss: 475.4368 - logits_profile_predictions_loss: 457.2986 - logcount_predictions_loss: 0.8359 457/2566 [====>.........................] - ETA: 4:52 - loss: 475.4375 - logits_profile_predictions_loss: 457.3002 - logcount_predictions_loss: 0.8358 458/2566 [====>.........................] - ETA: 4:52 - loss: 475.4384 - logits_profile_predictions_loss: 457.3018 - logcount_predictions_loss: 0.8358 459/2566 [====>.........................] - ETA: 4:51 - loss: 475.4393 - logits_profile_predictions_loss: 457.3036 - logcount_predictions_loss: 0.8357 460/2566 [====>.........................] - ETA: 4:51 - loss: 475.4403 - logits_profile_predictions_loss: 457.3055 - logcount_predictions_loss: 0.8357 461/2566 [====>.........................] - ETA: 4:51 - loss: 475.4417 - logits_profile_predictions_loss: 457.3077 - logcount_predictions_loss: 0.8357 462/2566 [====>.........................] - ETA: 4:51 - loss: 475.4429 - logits_profile_predictions_loss: 457.3097 - logcount_predictions_loss: 0.8356 463/2566 [====>.........................] - ETA: 4:51 - loss: 475.4439 - logits_profile_predictions_loss: 457.3115 - logcount_predictions_loss: 0.8356 464/2566 [====>.........................] - ETA: 4:51 - loss: 475.4451 - logits_profile_predictions_loss: 457.3135 - logcount_predictions_loss: 0.8356 465/2566 [====>.........................] - ETA: 4:51 - loss: 475.4464 - logits_profile_predictions_loss: 457.3156 - logcount_predictions_loss: 0.8355 466/2566 [====>.........................] - ETA: 4:50 - loss: 475.4476 - logits_profile_predictions_loss: 457.3176 - logcount_predictions_loss: 0.8355 467/2566 [====>.........................] - ETA: 4:50 - loss: 475.4487 - logits_profile_predictions_loss: 457.3195 - logcount_predictions_loss: 0.8354 468/2566 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[============================>.] - ETA: 0s - loss: 474.1105 - logits_profile_predictions_loss: 456.2370 - logcount_predictions_loss: 0.8237 2564/2566 [============================>.] - ETA: 0s - loss: 474.1099 - logits_profile_predictions_loss: 456.2365 - logcount_predictions_loss: 0.8237 2565/2566 [============================>.] - ETA: 0s - loss: 474.1094 - logits_profile_predictions_loss: 456.2359 - logcount_predictions_loss: 0.8237 2566/2566 [==============================] - ETA: 0s - loss: 474.1088 - logits_profile_predictions_loss: 456.2354 - logcount_predictions_loss: 0.8237 2566/2566 [==============================] - 371s 145ms/step - loss: 474.1083 - logits_profile_predictions_loss: 456.2349 - logcount_predictions_loss: 0.8237 - val_loss: 496.6201 - val_logits_profile_predictions_loss: 477.7724 - val_logcount_predictions_loss: 0.8686 Epoch 00006: val_loss improved from 498.14145 to 496.62015, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR918TVE//chrombpnet_model_feb15_fold_3/chrombpnet.h5 Epoch 7/50 1/2566 [..............................] - ETA: 7:06 - loss: 439.3404 - logits_profile_predictions_loss: 422.6574 - logcount_predictions_loss: 0.7688 2/2566 [..............................] - ETA: 5:59 - loss: 438.3943 - logits_profile_predictions_loss: 421.9373 - logcount_predictions_loss: 0.7584 3/2566 [..............................] - ETA: 5:57 - loss: 429.5896 - logits_profile_predictions_loss: 413.2786 - logcount_predictions_loss: 0.7517 4/2566 [..............................] - ETA: 5:56 - loss: 427.5493 - logits_profile_predictions_loss: 411.4190 - logcount_predictions_loss: 0.7433 5/2566 [..............................] - ETA: 5:55 - loss: 432.4019 - logits_profile_predictions_loss: 416.2257 - logcount_predictions_loss: 0.7454 6/2566 [..............................] - ETA: 5:55 - loss: 436.2579 - logits_profile_predictions_loss: 420.1724 - 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- logits_profile_predictions_loss: 434.5380 - logcount_predictions_loss: 0.7642 14/2566 [..............................] - ETA: 5:54 - loss: 451.9804 - logits_profile_predictions_loss: 435.3598 - logcount_predictions_loss: 0.7659 15/2566 [..............................] - ETA: 5:54 - loss: 453.0487 - logits_profile_predictions_loss: 436.4237 - logcount_predictions_loss: 0.7661 16/2566 [..............................] - ETA: 5:53 - loss: 454.0821 - logits_profile_predictions_loss: 437.4461 - logcount_predictions_loss: 0.7666 17/2566 [..............................] - ETA: 5:53 - loss: 455.1014 - logits_profile_predictions_loss: 438.4407 - logcount_predictions_loss: 0.7678 18/2566 [..............................] - ETA: 5:53 - loss: 456.0261 - logits_profile_predictions_loss: 439.3530 - logcount_predictions_loss: 0.7683 19/2566 [..............................] - ETA: 5:53 - loss: 456.8693 - logits_profile_predictions_loss: 440.1872 - logcount_predictions_loss: 0.7688 20/2566 [..............................] - ETA: 5:53 - loss: 457.4688 - logits_profile_predictions_loss: 440.7881 - logcount_predictions_loss: 0.7687 21/2566 [..............................] - ETA: 5:53 - loss: 457.8712 - logits_profile_predictions_loss: 441.1942 - logcount_predictions_loss: 0.7685 22/2566 [..............................] - ETA: 5:52 - loss: 458.3526 - logits_profile_predictions_loss: 441.6823 - logcount_predictions_loss: 0.7682 23/2566 [..............................] - ETA: 5:52 - loss: 458.7091 - logits_profile_predictions_loss: 442.0490 - logcount_predictions_loss: 0.7677 24/2566 [..............................] - ETA: 5:52 - loss: 458.9290 - logits_profile_predictions_loss: 442.2817 - logcount_predictions_loss: 0.7672 25/2566 [..............................] - ETA: 5:52 - loss: 459.0459 - logits_profile_predictions_loss: 442.4120 - logcount_predictions_loss: 0.7665 26/2566 [..............................] - ETA: 5:52 - loss: 459.1741 - logits_profile_predictions_loss: 442.5522 - logcount_predictions_loss: 0.7660 27/2566 [..............................] - ETA: 5:52 - loss: 459.2368 - logits_profile_predictions_loss: 442.6164 - logcount_predictions_loss: 0.7659 28/2566 [..............................] - ETA: 5:52 - loss: 459.4114 - logits_profile_predictions_loss: 442.7941 - logcount_predictions_loss: 0.7658 29/2566 [..............................] - ETA: 5:51 - loss: 459.5716 - logits_profile_predictions_loss: 442.9593 - logcount_predictions_loss: 0.7655 30/2566 [..............................] - ETA: 5:51 - loss: 459.7023 - logits_profile_predictions_loss: 443.0894 - logcount_predictions_loss: 0.7656 31/2566 [..............................] - ETA: 5:51 - loss: 459.7706 - logits_profile_predictions_loss: 443.1551 - logcount_predictions_loss: 0.7657 32/2566 [..............................] - ETA: 5:51 - loss: 459.8036 - logits_profile_predictions_loss: 443.1858 - logcount_predictions_loss: 0.7658 33/2566 [..............................] - ETA: 5:51 - 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40/2566 [..............................] - ETA: 5:50 - loss: 460.2200 - logits_profile_predictions_loss: 443.6424 - logcount_predictions_loss: 0.7639 41/2566 [..............................] - ETA: 5:50 - loss: 460.3428 - logits_profile_predictions_loss: 443.7755 - logcount_predictions_loss: 0.7635 42/2566 [..............................] - ETA: 5:49 - loss: 460.4546 - logits_profile_predictions_loss: 443.8962 - logcount_predictions_loss: 0.7631 43/2566 [..............................] - ETA: 5:49 - loss: 460.5390 - logits_profile_predictions_loss: 443.9873 - logcount_predictions_loss: 0.7628 44/2566 [..............................] - ETA: 5:49 - loss: 460.6292 - logits_profile_predictions_loss: 444.0840 - logcount_predictions_loss: 0.7625 45/2566 [..............................] - ETA: 5:49 - loss: 460.7241 - logits_profile_predictions_loss: 444.1826 - logcount_predictions_loss: 0.7623 46/2566 [..............................] - ETA: 5:49 - loss: 460.8248 - 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[..............................] - ETA: 5:48 - loss: 461.3502 - logits_profile_predictions_loss: 444.7949 - logcount_predictions_loss: 0.7629 54/2566 [..............................] - ETA: 5:48 - loss: 461.4189 - logits_profile_predictions_loss: 444.8570 - logcount_predictions_loss: 0.7632 55/2566 [..............................] - ETA: 5:48 - loss: 461.4748 - logits_profile_predictions_loss: 444.9063 - logcount_predictions_loss: 0.7635 56/2566 [..............................] - ETA: 5:47 - loss: 461.5285 - logits_profile_predictions_loss: 444.9528 - logcount_predictions_loss: 0.7639 57/2566 [..............................] - ETA: 5:47 - loss: 461.5954 - logits_profile_predictions_loss: 445.0136 - logcount_predictions_loss: 0.7641 58/2566 [..............................] - ETA: 5:47 - loss: 461.6543 - logits_profile_predictions_loss: 445.0685 - logcount_predictions_loss: 0.7643 59/2566 [..............................] - ETA: 5:47 - loss: 461.6982 - logits_profile_predictions_loss: 445.1099 - logcount_predictions_loss: 0.7644 60/2566 [..............................] - ETA: 5:47 - loss: 461.7531 - logits_profile_predictions_loss: 445.1636 - logcount_predictions_loss: 0.7645 61/2566 [..............................] - ETA: 5:47 - loss: 461.8309 - logits_profile_predictions_loss: 445.2395 - logcount_predictions_loss: 0.7646 62/2566 [..............................] - ETA: 5:47 - loss: 461.8917 - logits_profile_predictions_loss: 445.2986 - logcount_predictions_loss: 0.7647 63/2566 [..............................] - ETA: 5:47 - loss: 461.9488 - logits_profile_predictions_loss: 445.3541 - logcount_predictions_loss: 0.7647 64/2566 [..............................] - ETA: 5:46 - loss: 462.0047 - logits_profile_predictions_loss: 445.4083 - logcount_predictions_loss: 0.7648 65/2566 [..............................] - ETA: 5:46 - loss: 462.0511 - logits_profile_predictions_loss: 445.4540 - logcount_predictions_loss: 0.7648 66/2566 [..............................] - ETA: 5:46 - 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[>.............................] - ETA: 5:43 - loss: 462.5437 - logits_profile_predictions_loss: 445.9228 - logcount_predictions_loss: 0.7659 87/2566 [>.............................] - ETA: 5:43 - loss: 462.5544 - logits_profile_predictions_loss: 445.9339 - logcount_predictions_loss: 0.7659 88/2566 [>.............................] - ETA: 5:43 - loss: 462.5607 - logits_profile_predictions_loss: 445.9409 - logcount_predictions_loss: 0.7659 89/2566 [>.............................] - ETA: 5:43 - loss: 462.5640 - logits_profile_predictions_loss: 445.9451 - logcount_predictions_loss: 0.7659 90/2566 [>.............................] - ETA: 5:43 - loss: 462.5704 - logits_profile_predictions_loss: 445.9525 - logcount_predictions_loss: 0.7658 91/2566 [>.............................] - ETA: 5:42 - loss: 462.5769 - logits_profile_predictions_loss: 445.9599 - logcount_predictions_loss: 0.7658 92/2566 [>.............................] - ETA: 5:42 - loss: 462.5851 - logits_profile_predictions_loss: 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[>.............................] - ETA: 5:38 - loss: 463.1488 - logits_profile_predictions_loss: 446.5470 - logcount_predictions_loss: 0.7651 120/2566 [>.............................] - ETA: 5:38 - loss: 463.1715 - logits_profile_predictions_loss: 446.5700 - logcount_predictions_loss: 0.7651 121/2566 [>.............................] - ETA: 5:38 - loss: 463.1945 - logits_profile_predictions_loss: 446.5930 - logcount_predictions_loss: 0.7650 122/2566 [>.............................] - ETA: 5:38 - loss: 463.2185 - logits_profile_predictions_loss: 446.6168 - logcount_predictions_loss: 0.7651 123/2566 [>.............................] - ETA: 5:38 - loss: 463.2391 - logits_profile_predictions_loss: 446.6372 - logcount_predictions_loss: 0.7651 124/2566 [>.............................] - ETA: 5:38 - loss: 463.2585 - logits_profile_predictions_loss: 446.6559 - logcount_predictions_loss: 0.7651 125/2566 [>.............................] - ETA: 5:38 - loss: 463.2748 - 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logits_profile_predictions_loss: 448.0422 - logcount_predictions_loss: 0.7779 399/2566 [===>..........................] - ETA: 5:00 - loss: 464.9227 - logits_profile_predictions_loss: 448.0428 - logcount_predictions_loss: 0.7779 400/2566 [===>..........................] - ETA: 4:59 - loss: 464.9232 - logits_profile_predictions_loss: 448.0433 - logcount_predictions_loss: 0.7779 401/2566 [===>..........................] - ETA: 4:59 - loss: 464.9233 - logits_profile_predictions_loss: 448.0433 - logcount_predictions_loss: 0.7779 402/2566 [===>..........................] - ETA: 4:59 - loss: 464.9233 - logits_profile_predictions_loss: 448.0434 - logcount_predictions_loss: 0.7779 403/2566 [===>..........................] - ETA: 4:59 - loss: 464.9230 - logits_profile_predictions_loss: 448.0430 - logcount_predictions_loss: 0.7779 404/2566 [===>..........................] - ETA: 4:59 - loss: 464.9231 - logits_profile_predictions_loss: 448.0432 - logcount_predictions_loss: 0.7779 405/2566 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[============================>.] - ETA: 9s - loss: 466.6153 - logits_profile_predictions_loss: 449.7754 - logcount_predictions_loss: 0.7760 2499/2566 [============================>.] - ETA: 9s - loss: 466.6159 - logits_profile_predictions_loss: 449.7760 - logcount_predictions_loss: 0.7760 2500/2566 [============================>.] - ETA: 9s - loss: 466.6164 - logits_profile_predictions_loss: 449.7765 - logcount_predictions_loss: 0.7760 2501/2566 [============================>.] - ETA: 9s - loss: 466.6170 - logits_profile_predictions_loss: 449.7771 - logcount_predictions_loss: 0.7760 2502/2566 [============================>.] - ETA: 8s - loss: 466.6175 - logits_profile_predictions_loss: 449.7777 - logcount_predictions_loss: 0.7760 2503/2566 [============================>.] - ETA: 8s - loss: 466.6181 - logits_profile_predictions_loss: 449.7783 - logcount_predictions_loss: 0.7760 2504/2566 [============================>.] - ETA: 8s - loss: 466.6186 - logits_profile_predictions_loss: 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loss: 466.6225 - logits_profile_predictions_loss: 449.7829 - logcount_predictions_loss: 0.7760 2512/2566 [============================>.] - ETA: 7s - loss: 466.6230 - logits_profile_predictions_loss: 449.7835 - logcount_predictions_loss: 0.7760 2513/2566 [============================>.] - ETA: 7s - loss: 466.6236 - logits_profile_predictions_loss: 449.7841 - logcount_predictions_loss: 0.7760 2514/2566 [============================>.] - ETA: 7s - loss: 466.6241 - logits_profile_predictions_loss: 449.7846 - logcount_predictions_loss: 0.7760 2515/2566 [============================>.] - ETA: 7s - loss: 466.6247 - logits_profile_predictions_loss: 449.7852 - logcount_predictions_loss: 0.7760 2516/2566 [============================>.] - ETA: 6s - loss: 466.6252 - logits_profile_predictions_loss: 449.7858 - logcount_predictions_loss: 0.7760 2517/2566 [============================>.] - ETA: 6s - loss: 466.6257 - logits_profile_predictions_loss: 449.7863 - logcount_predictions_loss: 0.7760 2518/2566 [============================>.] - ETA: 6s - loss: 466.6262 - logits_profile_predictions_loss: 449.7869 - logcount_predictions_loss: 0.7760 2519/2566 [============================>.] - ETA: 6s - loss: 466.6268 - logits_profile_predictions_loss: 449.7874 - logcount_predictions_loss: 0.7760 2520/2566 [============================>.] - ETA: 6s - loss: 466.6273 - logits_profile_predictions_loss: 449.7880 - logcount_predictions_loss: 0.7760 2521/2566 [============================>.] - ETA: 6s - loss: 466.6278 - logits_profile_predictions_loss: 449.7885 - logcount_predictions_loss: 0.7760 2522/2566 [============================>.] - ETA: 6s - loss: 466.6284 - logits_profile_predictions_loss: 449.7891 - logcount_predictions_loss: 0.7760 2523/2566 [============================>.] - ETA: 5s - loss: 466.6289 - logits_profile_predictions_loss: 449.7897 - logcount_predictions_loss: 0.7760 2524/2566 [============================>.] - ETA: 5s - loss: 466.6294 - 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[============================>.] - ETA: 4s - loss: 466.6331 - logits_profile_predictions_loss: 449.7941 - logcount_predictions_loss: 0.7760 2532/2566 [============================>.] - ETA: 4s - loss: 466.6336 - logits_profile_predictions_loss: 449.7946 - logcount_predictions_loss: 0.7760 2533/2566 [============================>.] - ETA: 4s - loss: 466.6342 - logits_profile_predictions_loss: 449.7952 - logcount_predictions_loss: 0.7760 2535/2566 [============================>.] - ETA: 4s - loss: 466.6352 - logits_profile_predictions_loss: 449.7963 - logcount_predictions_loss: 0.7760 2536/2566 [============================>.] - ETA: 4s - loss: 466.6358 - logits_profile_predictions_loss: 449.7969 - logcount_predictions_loss: 0.7760 2537/2566 [============================>.] - ETA: 4s - loss: 466.6363 - logits_profile_predictions_loss: 449.7974 - logcount_predictions_loss: 0.7760 2538/2566 [============================>.] - ETA: 3s - loss: 466.6368 - logits_profile_predictions_loss: 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loss: 466.6406 - logits_profile_predictions_loss: 449.8019 - logcount_predictions_loss: 0.7760 2546/2566 [============================>.] - ETA: 2s - loss: 466.6411 - logits_profile_predictions_loss: 449.8025 - logcount_predictions_loss: 0.7760 2547/2566 [============================>.] - ETA: 2s - loss: 466.6417 - logits_profile_predictions_loss: 449.8031 - logcount_predictions_loss: 0.7760 2548/2566 [============================>.] - ETA: 2s - loss: 466.6422 - logits_profile_predictions_loss: 449.8037 - logcount_predictions_loss: 0.7760 2549/2566 [============================>.] - ETA: 2s - loss: 466.6428 - logits_profile_predictions_loss: 449.8042 - logcount_predictions_loss: 0.7760 2550/2566 [============================>.] - ETA: 2s - loss: 466.6433 - logits_profile_predictions_loss: 449.8048 - logcount_predictions_loss: 0.7760 2551/2566 [============================>.] - ETA: 2s - loss: 466.6439 - logits_profile_predictions_loss: 449.8054 - logcount_predictions_loss: 0.7759 2552/2566 [============================>.] - ETA: 1s - loss: 466.6444 - logits_profile_predictions_loss: 449.8059 - logcount_predictions_loss: 0.7759 2553/2566 [============================>.] - ETA: 1s - loss: 466.6449 - logits_profile_predictions_loss: 449.8065 - logcount_predictions_loss: 0.7759 2554/2566 [============================>.] - ETA: 1s - loss: 466.6454 - logits_profile_predictions_loss: 449.8071 - logcount_predictions_loss: 0.7759 2555/2566 [============================>.] - ETA: 1s - loss: 466.6460 - logits_profile_predictions_loss: 449.8076 - logcount_predictions_loss: 0.7759 2556/2566 [============================>.] - ETA: 1s - loss: 466.6465 - logits_profile_predictions_loss: 449.8082 - logcount_predictions_loss: 0.7759 2557/2566 [============================>.] - ETA: 1s - loss: 466.6470 - logits_profile_predictions_loss: 449.8087 - logcount_predictions_loss: 0.7759 2558/2566 [============================>.] - ETA: 1s - loss: 466.6475 - logits_profile_predictions_loss: 449.8093 - logcount_predictions_loss: 0.7759 2559/2566 [============================>.] - ETA: 0s - loss: 466.6481 - logits_profile_predictions_loss: 449.8098 - logcount_predictions_loss: 0.7759 2560/2566 [============================>.] - ETA: 0s - loss: 466.6486 - logits_profile_predictions_loss: 449.8104 - logcount_predictions_loss: 0.7759 2561/2566 [============================>.] - ETA: 0s - loss: 466.6491 - logits_profile_predictions_loss: 449.8109 - logcount_predictions_loss: 0.7759 2562/2566 [============================>.] - ETA: 0s - loss: 466.6496 - logits_profile_predictions_loss: 449.8115 - logcount_predictions_loss: 0.7759 2563/2566 [============================>.] - ETA: 0s - loss: 466.6502 - logits_profile_predictions_loss: 449.8120 - logcount_predictions_loss: 0.7759 2564/2566 [============================>.] - ETA: 0s - loss: 466.6507 - logits_profile_predictions_loss: 449.8126 - logcount_predictions_loss: 0.7759 2565/2566 [============================>.] - ETA: 0s - loss: 466.6512 - logits_profile_predictions_loss: 449.8131 - logcount_predictions_loss: 0.7759 2566/2566 [==============================] - ETA: 0s - loss: 466.6517 - logits_profile_predictions_loss: 449.8137 - logcount_predictions_loss: 0.7759 2566/2566 [==============================] - 371s 145ms/step - loss: 466.6522 - logits_profile_predictions_loss: 449.8142 - logcount_predictions_loss: 0.7759 - val_loss: 504.5989 - val_logits_profile_predictions_loss: 479.6965 - val_logcount_predictions_loss: 1.1476 Epoch 00007: val_loss did not improve from 496.62015 Epoch 8/50 1/2566 [..............................] - ETA: 7:07 - loss: 475.4976 - logits_profile_predictions_loss: 454.5755 - logcount_predictions_loss: 0.9642 2/2566 [..............................] - ETA: 6:26 - loss: 480.1791 - logits_profile_predictions_loss: 459.5246 - logcount_predictions_loss: 0.9518 3/2566 [..............................] - ETA: 6:11 - loss: 478.3289 - logits_profile_predictions_loss: 458.2229 - logcount_predictions_loss: 0.9265 4/2566 [..............................] - ETA: 6:05 - loss: 477.6113 - logits_profile_predictions_loss: 457.6608 - logcount_predictions_loss: 0.9194 5/2566 [..............................] - ETA: 6:02 - loss: 476.1582 - logits_profile_predictions_loss: 456.4769 - logcount_predictions_loss: 0.9070 6/2566 [..............................] - ETA: 6:00 - loss: 476.0154 - logits_profile_predictions_loss: 456.6730 - logcount_predictions_loss: 0.8914 7/2566 [..............................] - ETA: 5:59 - loss: 474.4150 - logits_profile_predictions_loss: 455.4517 - logcount_predictions_loss: 0.8739 8/2566 [..............................] - ETA: 5:58 - loss: 474.5137 - logits_profile_predictions_loss: 455.7809 - logcount_predictions_loss: 0.8633 9/2566 [..............................] - ETA: 5:57 - loss: 474.5774 - logits_profile_predictions_loss: 455.9747 - logcount_predictions_loss: 0.8573 10/2566 [..............................] - ETA: 5:57 - loss: 473.6350 - logits_profile_predictions_loss: 455.1259 - logcount_predictions_loss: 0.8530 11/2566 [..............................] - ETA: 5:56 - loss: 473.2336 - logits_profile_predictions_loss: 454.7929 - logcount_predictions_loss: 0.8498 12/2566 [..............................] - ETA: 5:56 - loss: 472.9312 - logits_profile_predictions_loss: 454.5464 - logcount_predictions_loss: 0.8472 13/2566 [..............................] - ETA: 5:55 - loss: 472.9016 - logits_profile_predictions_loss: 454.6139 - logcount_predictions_loss: 0.8428 14/2566 [..............................] - ETA: 5:55 - loss: 472.9130 - logits_profile_predictions_loss: 454.7179 - logcount_predictions_loss: 0.8385 15/2566 [..............................] - ETA: 5:55 - loss: 472.8410 - logits_profile_predictions_loss: 454.7379 - logcount_predictions_loss: 0.8342 16/2566 [..............................] - ETA: 5:54 - loss: 472.7588 - logits_profile_predictions_loss: 454.7507 - logcount_predictions_loss: 0.8299 17/2566 [..............................] - ETA: 5:54 - loss: 472.6069 - logits_profile_predictions_loss: 454.6901 - logcount_predictions_loss: 0.8257 18/2566 [..............................] - ETA: 5:54 - loss: 472.6223 - logits_profile_predictions_loss: 454.7759 - logcount_predictions_loss: 0.8224 19/2566 [..............................] - ETA: 5:54 - loss: 472.5992 - logits_profile_predictions_loss: 454.8260 - logcount_predictions_loss: 0.8190 20/2566 [..............................] - ETA: 5:53 - loss: 472.5949 - logits_profile_predictions_loss: 454.8956 - logcount_predictions_loss: 0.8156 21/2566 [..............................] - ETA: 5:53 - loss: 472.6584 - logits_profile_predictions_loss: 455.0365 - logcount_predictions_loss: 0.8121 22/2566 [..............................] - ETA: 5:53 - loss: 472.6190 - logits_profile_predictions_loss: 455.0690 - logcount_predictions_loss: 0.8088 23/2566 [..............................] - ETA: 5:53 - loss: 472.6126 - logits_profile_predictions_loss: 455.1362 - logcount_predictions_loss: 0.8054 24/2566 [..............................] - ETA: 5:52 - loss: 472.5784 - logits_profile_predictions_loss: 455.1685 - logcount_predictions_loss: 0.8023 25/2566 [..............................] - ETA: 5:52 - loss: 472.6375 - logits_profile_predictions_loss: 455.2865 - logcount_predictions_loss: 0.7996 26/2566 [..............................] - ETA: 5:52 - loss: 472.6562 - logits_profile_predictions_loss: 455.3602 - logcount_predictions_loss: 0.7971 27/2566 [..............................] - ETA: 5:52 - loss: 472.5946 - logits_profile_predictions_loss: 455.3558 - logcount_predictions_loss: 0.7944 28/2566 [..............................] - ETA: 5:52 - loss: 472.5366 - logits_profile_predictions_loss: 455.3441 - logcount_predictions_loss: 0.7923 29/2566 [..............................] - ETA: 5:52 - loss: 472.4932 - logits_profile_predictions_loss: 455.3489 - logcount_predictions_loss: 0.7901 30/2566 [..............................] - ETA: 5:51 - loss: 472.4520 - logits_profile_predictions_loss: 455.3488 - logcount_predictions_loss: 0.7882 31/2566 [..............................] - ETA: 5:51 - loss: 472.3838 - logits_profile_predictions_loss: 455.3219 - logcount_predictions_loss: 0.7863 32/2566 [..............................] - ETA: 5:51 - loss: 472.2817 - logits_profile_predictions_loss: 455.2568 - logcount_predictions_loss: 0.7846 33/2566 [..............................] - ETA: 5:51 - loss: 472.1702 - logits_profile_predictions_loss: 455.1823 - logcount_predictions_loss: 0.7829 34/2566 [..............................] - ETA: 5:51 - loss: 472.1518 - logits_profile_predictions_loss: 455.1993 - logcount_predictions_loss: 0.7812 35/2566 [..............................] - ETA: 5:51 - loss: 472.1684 - logits_profile_predictions_loss: 455.2523 - logcount_predictions_loss: 0.7795 36/2566 [..............................] - ETA: 5:50 - loss: 472.1584 - logits_profile_predictions_loss: 455.2786 - logcount_predictions_loss: 0.7779 37/2566 [..............................] - ETA: 5:50 - loss: 472.2028 - logits_profile_predictions_loss: 455.3582 - logcount_predictions_loss: 0.7763 38/2566 [..............................] - ETA: 5:50 - loss: 472.2351 - logits_profile_predictions_loss: 455.4252 - logcount_predictions_loss: 0.7747 39/2566 [..............................] - ETA: 5:50 - loss: 472.2248 - logits_profile_predictions_loss: 455.4517 - logcount_predictions_loss: 0.7730 40/2566 [..............................] - ETA: 5:50 - loss: 472.1795 - logits_profile_predictions_loss: 455.4382 - logcount_predictions_loss: 0.7715 41/2566 [..............................] - ETA: 5:50 - loss: 472.1425 - logits_profile_predictions_loss: 455.4309 - logcount_predictions_loss: 0.7701 42/2566 [..............................] - ETA: 5:49 - loss: 472.0954 - logits_profile_predictions_loss: 455.4148 - logcount_predictions_loss: 0.7687 43/2566 [..............................] - ETA: 5:49 - loss: 472.0537 - logits_profile_predictions_loss: 455.4016 - logcount_predictions_loss: 0.7674 44/2566 [..............................] - ETA: 5:49 - loss: 471.9812 - logits_profile_predictions_loss: 455.3556 - logcount_predictions_loss: 0.7662 45/2566 [..............................] - ETA: 5:49 - loss: 471.8924 - logits_profile_predictions_loss: 455.2927 - logcount_predictions_loss: 0.7650 46/2566 [..............................] - ETA: 5:49 - loss: 471.7699 - logits_profile_predictions_loss: 455.1925 - logcount_predictions_loss: 0.7639 47/2566 [..............................] - ETA: 5:49 - loss: 471.6609 - logits_profile_predictions_loss: 455.1044 - logcount_predictions_loss: 0.7630 48/2566 [..............................] - ETA: 5:49 - loss: 471.5350 - logits_profile_predictions_loss: 454.9983 - logcount_predictions_loss: 0.7621 49/2566 [..............................] - ETA: 5:48 - loss: 471.4366 - logits_profile_predictions_loss: 454.9154 - logcount_predictions_loss: 0.7613 50/2566 [..............................] - ETA: 5:48 - loss: 471.3440 - logits_profile_predictions_loss: 454.8363 - logcount_predictions_loss: 0.7607 51/2566 [..............................] - ETA: 5:48 - loss: 471.2529 - logits_profile_predictions_loss: 454.7582 - logcount_predictions_loss: 0.7601 52/2566 [..............................] - ETA: 5:48 - loss: 471.1662 - logits_profile_predictions_loss: 454.6835 - logcount_predictions_loss: 0.7596 53/2566 [..............................] - ETA: 5:48 - loss: 471.0924 - logits_profile_predictions_loss: 454.6215 - logcount_predictions_loss: 0.7590 54/2566 [..............................] - ETA: 5:48 - loss: 471.0399 - logits_profile_predictions_loss: 454.5796 - logcount_predictions_loss: 0.7585 55/2566 [..............................] - ETA: 5:47 - loss: 470.9776 - logits_profile_predictions_loss: 454.5263 - logcount_predictions_loss: 0.7581 56/2566 [..............................] - ETA: 5:47 - 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63/2566 [..............................] - ETA: 5:46 - loss: 470.6265 - logits_profile_predictions_loss: 454.2442 - logcount_predictions_loss: 0.7549 64/2566 [..............................] - ETA: 5:46 - loss: 470.5943 - logits_profile_predictions_loss: 454.2199 - logcount_predictions_loss: 0.7546 65/2566 [..............................] - ETA: 5:46 - loss: 470.5572 - logits_profile_predictions_loss: 454.1910 - logcount_predictions_loss: 0.7542 66/2566 [..............................] - ETA: 5:46 - loss: 470.5226 - logits_profile_predictions_loss: 454.1639 - logcount_predictions_loss: 0.7539 67/2566 [..............................] - ETA: 5:46 - loss: 470.4989 - logits_profile_predictions_loss: 454.1472 - logcount_predictions_loss: 0.7535 68/2566 [..............................] - ETA: 5:46 - loss: 470.5004 - logits_profile_predictions_loss: 454.1562 - logcount_predictions_loss: 0.7532 69/2566 [..............................] - ETA: 5:45 - loss: 470.4767 - 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[===>..........................] - ETA: 5:02 - loss: 467.5623 - logits_profile_predictions_loss: 451.4334 - logcount_predictions_loss: 0.7433 383/2566 [===>..........................] - ETA: 5:02 - loss: 467.5626 - logits_profile_predictions_loss: 451.4341 - logcount_predictions_loss: 0.7432 384/2566 [===>..........................] - ETA: 5:02 - loss: 467.5630 - logits_profile_predictions_loss: 451.4350 - logcount_predictions_loss: 0.7432 385/2566 [===>..........................] - ETA: 5:02 - loss: 467.5632 - logits_profile_predictions_loss: 451.4357 - logcount_predictions_loss: 0.7432 386/2566 [===>..........................] - ETA: 5:01 - loss: 467.5635 - logits_profile_predictions_loss: 451.4364 - logcount_predictions_loss: 0.7432 387/2566 [===>..........................] - ETA: 5:01 - loss: 467.5637 - logits_profile_predictions_loss: 451.4372 - logcount_predictions_loss: 0.7432 388/2566 [===>..........................] - ETA: 5:01 - loss: 467.5641 - 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[===>..........................] - ETA: 5:00 - loss: 467.5600 - logits_profile_predictions_loss: 451.4376 - logcount_predictions_loss: 0.7430 396/2566 [===>..........................] - ETA: 5:00 - loss: 467.5590 - logits_profile_predictions_loss: 451.4371 - logcount_predictions_loss: 0.7429 397/2566 [===>..........................] - ETA: 5:00 - loss: 467.5584 - logits_profile_predictions_loss: 451.4370 - logcount_predictions_loss: 0.7429 398/2566 [===>..........................] - ETA: 5:00 - loss: 467.5577 - logits_profile_predictions_loss: 451.4369 - logcount_predictions_loss: 0.7429 399/2566 [===>..........................] - ETA: 5:00 - loss: 467.5574 - logits_profile_predictions_loss: 451.4372 - logcount_predictions_loss: 0.7429 400/2566 [===>..........................] - ETA: 5:00 - loss: 467.5567 - logits_profile_predictions_loss: 451.4370 - logcount_predictions_loss: 0.7428 401/2566 [===>..........................] - ETA: 4:59 - loss: 467.5565 - 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[===>..........................] - ETA: 4:58 - loss: 467.5583 - logits_profile_predictions_loss: 451.4430 - logcount_predictions_loss: 0.7426 409/2566 [===>..........................] - ETA: 4:58 - loss: 467.5589 - logits_profile_predictions_loss: 451.4441 - logcount_predictions_loss: 0.7426 410/2566 [===>..........................] - ETA: 4:58 - loss: 467.5593 - logits_profile_predictions_loss: 451.4450 - logcount_predictions_loss: 0.7426 411/2566 [===>..........................] - ETA: 4:58 - loss: 467.5597 - logits_profile_predictions_loss: 451.4459 - logcount_predictions_loss: 0.7426 412/2566 [===>..........................] - ETA: 4:58 - loss: 467.5599 - logits_profile_predictions_loss: 451.4467 - logcount_predictions_loss: 0.7425 413/2566 [===>..........................] - ETA: 4:58 - loss: 467.5604 - logits_profile_predictions_loss: 451.4478 - logcount_predictions_loss: 0.7425 414/2566 [===>..........................] - ETA: 4:58 - loss: 467.5611 - 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[===>..........................] - ETA: 4:57 - loss: 467.5635 - logits_profile_predictions_loss: 451.4552 - logcount_predictions_loss: 0.7423 422/2566 [===>..........................] - ETA: 4:56 - loss: 467.5635 - logits_profile_predictions_loss: 451.4558 - logcount_predictions_loss: 0.7423 423/2566 [===>..........................] - ETA: 4:56 - loss: 467.5634 - logits_profile_predictions_loss: 451.4563 - logcount_predictions_loss: 0.7423 424/2566 [===>..........................] - ETA: 4:56 - loss: 467.5631 - logits_profile_predictions_loss: 451.4565 - logcount_predictions_loss: 0.7422 425/2566 [===>..........................] - ETA: 4:56 - loss: 467.5628 - logits_profile_predictions_loss: 451.4567 - logcount_predictions_loss: 0.7422 426/2566 [===>..........................] - ETA: 4:56 - loss: 467.5625 - logits_profile_predictions_loss: 451.4570 - logcount_predictions_loss: 0.7422 427/2566 [===>..........................] - ETA: 4:56 - loss: 467.5618 - 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[====>.........................] - ETA: 4:55 - loss: 467.5605 - logits_profile_predictions_loss: 451.4595 - logcount_predictions_loss: 0.7420 435/2566 [====>.........................] - ETA: 4:55 - loss: 467.5601 - logits_profile_predictions_loss: 451.4596 - logcount_predictions_loss: 0.7420 436/2566 [====>.........................] - ETA: 4:55 - loss: 467.5597 - logits_profile_predictions_loss: 451.4598 - logcount_predictions_loss: 0.7419 437/2566 [====>.........................] - ETA: 4:54 - loss: 467.5594 - logits_profile_predictions_loss: 451.4600 - logcount_predictions_loss: 0.7419 438/2566 [====>.........................] - ETA: 4:54 - loss: 467.5586 - logits_profile_predictions_loss: 451.4598 - logcount_predictions_loss: 0.7419 439/2566 [====>.........................] - ETA: 4:54 - loss: 467.5575 - logits_profile_predictions_loss: 451.4593 - logcount_predictions_loss: 0.7419 440/2566 [====>.........................] - ETA: 4:54 - loss: 467.5565 - 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[====>.........................] - ETA: 4:53 - loss: 467.5501 - logits_profile_predictions_loss: 451.4571 - logcount_predictions_loss: 0.7416 448/2566 [====>.........................] - ETA: 4:53 - loss: 467.5491 - logits_profile_predictions_loss: 451.4568 - logcount_predictions_loss: 0.7416 449/2566 [====>.........................] - ETA: 4:53 - loss: 467.5481 - logits_profile_predictions_loss: 451.4564 - logcount_predictions_loss: 0.7416 450/2566 [====>.........................] - ETA: 4:53 - loss: 467.5468 - logits_profile_predictions_loss: 451.4558 - logcount_predictions_loss: 0.7415 451/2566 [====>.........................] - ETA: 4:52 - loss: 467.5458 - logits_profile_predictions_loss: 451.4554 - logcount_predictions_loss: 0.7415 452/2566 [====>.........................] - ETA: 4:52 - loss: 467.5444 - logits_profile_predictions_loss: 451.4547 - logcount_predictions_loss: 0.7415 453/2566 [====>.........................] - ETA: 4:52 - loss: 467.5430 - logits_profile_predictions_loss: 451.4540 - logcount_predictions_loss: 0.7414 454/2566 [====>.........................] - ETA: 4:52 - loss: 467.5420 - logits_profile_predictions_loss: 451.4536 - logcount_predictions_loss: 0.7414 455/2566 [====>.........................] - ETA: 4:52 - loss: 467.5410 - logits_profile_predictions_loss: 451.4533 - logcount_predictions_loss: 0.7414 456/2566 [====>.........................] - ETA: 4:52 - loss: 467.5400 - logits_profile_predictions_loss: 451.4529 - logcount_predictions_loss: 0.7413 457/2566 [====>.........................] - ETA: 4:52 - loss: 467.5389 - logits_profile_predictions_loss: 451.4525 - logcount_predictions_loss: 0.7413 458/2566 [====>.........................] - ETA: 4:51 - loss: 467.5383 - logits_profile_predictions_loss: 451.4525 - logcount_predictions_loss: 0.7413 459/2566 [====>.........................] - ETA: 4:51 - loss: 467.5376 - logits_profile_predictions_loss: 451.4524 - logcount_predictions_loss: 0.7413 460/2566 [====>.........................] - ETA: 4:51 - loss: 467.5370 - logits_profile_predictions_loss: 451.4523 - logcount_predictions_loss: 0.7412 461/2566 [====>.........................] - ETA: 4:51 - loss: 467.5371 - logits_profile_predictions_loss: 451.4530 - logcount_predictions_loss: 0.7412 462/2566 [====>.........................] - ETA: 4:51 - loss: 467.5372 - logits_profile_predictions_loss: 451.4537 - logcount_predictions_loss: 0.7412 463/2566 [====>.........................] - ETA: 4:51 - loss: 467.5372 - logits_profile_predictions_loss: 451.4542 - logcount_predictions_loss: 0.7412 464/2566 [====>.........................] - ETA: 4:51 - loss: 467.5370 - logits_profile_predictions_loss: 451.4546 - logcount_predictions_loss: 0.7411 465/2566 [====>.........................] - ETA: 4:50 - loss: 467.5368 - logits_profile_predictions_loss: 451.4549 - logcount_predictions_loss: 0.7411 466/2566 [====>.........................] - ETA: 4:50 - loss: 467.5365 - 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[====>.........................] - ETA: 4:49 - loss: 467.5318 - logits_profile_predictions_loss: 451.4545 - logcount_predictions_loss: 0.7409 474/2566 [====>.........................] - ETA: 4:49 - loss: 467.5305 - logits_profile_predictions_loss: 451.4537 - logcount_predictions_loss: 0.7409 475/2566 [====>.........................] - ETA: 4:49 - loss: 467.5295 - logits_profile_predictions_loss: 451.4533 - logcount_predictions_loss: 0.7408 476/2566 [====>.........................] - ETA: 4:49 - loss: 467.5288 - logits_profile_predictions_loss: 451.4530 - logcount_predictions_loss: 0.7408 477/2566 [====>.........................] - ETA: 4:49 - loss: 467.5283 - logits_profile_predictions_loss: 451.4531 - logcount_predictions_loss: 0.7408 478/2566 [====>.........................] - ETA: 4:49 - loss: 467.5280 - logits_profile_predictions_loss: 451.4533 - logcount_predictions_loss: 0.7408 479/2566 [====>.........................] - ETA: 4:49 - loss: 467.5276 - 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val_logits_profile_predictions_loss: 478.1454 - val_logcount_predictions_loss: 0.8397 Epoch 00008: val_loss improved from 496.62015 to 496.36722, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR918TVE//chrombpnet_model_feb15_fold_3/chrombpnet.h5 Epoch 9/50 1/2566 [..............................] - ETA: 7:05 - loss: 473.9607 - logits_profile_predictions_loss: 457.5714 - logcount_predictions_loss: 0.7553 2/2566 [..............................] - ETA: 6:25 - loss: 467.6817 - logits_profile_predictions_loss: 452.1483 - logcount_predictions_loss: 0.7158 3/2566 [..............................] - ETA: 6:09 - loss: 458.2011 - logits_profile_predictions_loss: 442.6587 - logcount_predictions_loss: 0.7162 4/2566 [..............................] - ETA: 6:04 - loss: 455.3049 - logits_profile_predictions_loss: 439.8298 - logcount_predictions_loss: 0.7131 5/2566 [..............................] - ETA: 6:02 - loss: 452.8773 - logits_profile_predictions_loss: 437.6693 - logcount_predictions_loss: 0.7008 6/2566 [..............................] - ETA: 6:00 - loss: 453.5282 - logits_profile_predictions_loss: 438.5268 - logcount_predictions_loss: 0.6913 7/2566 [..............................] - ETA: 5:59 - loss: 453.5111 - logits_profile_predictions_loss: 438.5578 - logcount_predictions_loss: 0.6891 8/2566 [..............................] - ETA: 5:58 - loss: 453.1118 - logits_profile_predictions_loss: 438.2116 - logcount_predictions_loss: 0.6866 9/2566 [..............................] - ETA: 5:58 - loss: 453.1805 - logits_profile_predictions_loss: 438.2888 - logcount_predictions_loss: 0.6863 10/2566 [..............................] - ETA: 5:57 - loss: 453.6088 - logits_profile_predictions_loss: 438.7604 - logcount_predictions_loss: 0.6843 11/2566 [..............................] - ETA: 5:57 - loss: 454.8265 - logits_profile_predictions_loss: 440.0237 - logcount_predictions_loss: 0.6822 12/2566 [..............................] - ETA: 5:56 - loss: 455.3747 - logits_profile_predictions_loss: 440.6069 - logcount_predictions_loss: 0.6805 13/2566 [..............................] - ETA: 5:56 - loss: 455.8727 - logits_profile_predictions_loss: 441.1162 - logcount_predictions_loss: 0.6800 14/2566 [..............................] - ETA: 5:56 - loss: 456.2606 - logits_profile_predictions_loss: 441.4707 - logcount_predictions_loss: 0.6816 15/2566 [..............................] - ETA: 5:55 - loss: 456.6107 - logits_profile_predictions_loss: 441.8201 - logcount_predictions_loss: 0.6816 16/2566 [..............................] - ETA: 5:55 - loss: 456.8240 - logits_profile_predictions_loss: 442.0473 - logcount_predictions_loss: 0.6810 17/2566 [..............................] - ETA: 5:55 - loss: 457.0675 - logits_profile_predictions_loss: 442.3242 - logcount_predictions_loss: 0.6794 18/2566 [..............................] - ETA: 5:54 - loss: 457.1862 - logits_profile_predictions_loss: 442.4635 - logcount_predictions_loss: 0.6785 19/2566 [..............................] - ETA: 5:54 - loss: 457.4545 - logits_profile_predictions_loss: 442.7434 - logcount_predictions_loss: 0.6779 20/2566 [..............................] - ETA: 5:54 - loss: 457.6164 - logits_profile_predictions_loss: 442.9271 - logcount_predictions_loss: 0.6769 21/2566 [..............................] - ETA: 5:54 - loss: 457.8146 - logits_profile_predictions_loss: 443.1448 - logcount_predictions_loss: 0.6760 22/2566 [..............................] - ETA: 5:53 - loss: 457.9703 - logits_profile_predictions_loss: 443.3170 - logcount_predictions_loss: 0.6753 23/2566 [..............................] - ETA: 5:53 - loss: 457.9774 - logits_profile_predictions_loss: 443.3288 - logcount_predictions_loss: 0.6751 24/2566 [..............................] - ETA: 5:53 - loss: 458.0529 - logits_profile_predictions_loss: 443.4052 - logcount_predictions_loss: 0.6750 25/2566 [..............................] - ETA: 5:53 - loss: 458.0868 - logits_profile_predictions_loss: 443.4363 - logcount_predictions_loss: 0.6751 26/2566 [..............................] - ETA: 5:53 - loss: 458.1849 - logits_profile_predictions_loss: 443.5316 - logcount_predictions_loss: 0.6753 27/2566 [..............................] - ETA: 5:52 - loss: 458.3022 - logits_profile_predictions_loss: 443.6481 - logcount_predictions_loss: 0.6753 28/2566 [..............................] - ETA: 5:52 - loss: 458.3536 - logits_profile_predictions_loss: 443.6935 - logcount_predictions_loss: 0.6756 29/2566 [..............................] - ETA: 5:52 - loss: 458.3289 - logits_profile_predictions_loss: 443.6634 - logcount_predictions_loss: 0.6758 30/2566 [..............................] - ETA: 5:52 - loss: 458.2547 - logits_profile_predictions_loss: 443.5844 - logcount_predictions_loss: 0.6760 31/2566 [..............................] - ETA: 5:52 - loss: 458.2033 - logits_profile_predictions_loss: 443.5333 - logcount_predictions_loss: 0.6760 32/2566 [..............................] - ETA: 5:52 - loss: 458.1996 - logits_profile_predictions_loss: 443.5294 - logcount_predictions_loss: 0.6760 33/2566 [..............................] - ETA: 5:51 - loss: 458.2661 - logits_profile_predictions_loss: 443.5952 - logcount_predictions_loss: 0.6761 34/2566 [..............................] - ETA: 5:51 - loss: 458.2826 - logits_profile_predictions_loss: 443.6113 - logcount_predictions_loss: 0.6761 35/2566 [..............................] - ETA: 5:51 - loss: 458.2253 - logits_profile_predictions_loss: 443.5518 - logcount_predictions_loss: 0.6762 36/2566 [..............................] - ETA: 5:51 - loss: 458.2141 - logits_profile_predictions_loss: 443.5369 - logcount_predictions_loss: 0.6764 37/2566 [..............................] - ETA: 5:51 - loss: 458.1829 - logits_profile_predictions_loss: 443.5027 - logcount_predictions_loss: 0.6765 38/2566 [..............................] - ETA: 5:50 - loss: 458.1616 - logits_profile_predictions_loss: 443.4800 - logcount_predictions_loss: 0.6766 39/2566 [..............................] - ETA: 5:50 - loss: 458.1369 - logits_profile_predictions_loss: 443.4549 - logcount_predictions_loss: 0.6766 40/2566 [..............................] - ETA: 5:50 - loss: 458.1061 - logits_profile_predictions_loss: 443.4267 - logcount_predictions_loss: 0.6765 41/2566 [..............................] - ETA: 5:50 - loss: 458.0788 - logits_profile_predictions_loss: 443.3979 - logcount_predictions_loss: 0.6765 42/2566 [..............................] - ETA: 5:50 - loss: 458.0602 - logits_profile_predictions_loss: 443.3779 - logcount_predictions_loss: 0.6766 43/2566 [..............................] - ETA: 5:50 - loss: 458.0709 - logits_profile_predictions_loss: 443.3829 - logcount_predictions_loss: 0.6769 44/2566 [..............................] - ETA: 5:49 - loss: 458.0443 - logits_profile_predictions_loss: 443.3505 - logcount_predictions_loss: 0.6771 45/2566 [..............................] - ETA: 5:49 - loss: 458.0237 - logits_profile_predictions_loss: 443.3239 - logcount_predictions_loss: 0.6774 46/2566 [..............................] - ETA: 5:49 - loss: 457.9779 - logits_profile_predictions_loss: 443.2735 - logcount_predictions_loss: 0.6776 47/2566 [..............................] - ETA: 5:49 - loss: 457.9188 - logits_profile_predictions_loss: 443.2118 - logcount_predictions_loss: 0.6777 48/2566 [..............................] - ETA: 5:49 - loss: 457.8731 - logits_profile_predictions_loss: 443.1637 - logcount_predictions_loss: 0.6779 49/2566 [..............................] - ETA: 5:49 - loss: 457.8297 - logits_profile_predictions_loss: 443.1185 - logcount_predictions_loss: 0.6779 50/2566 [..............................] - ETA: 5:49 - loss: 457.7856 - logits_profile_predictions_loss: 443.0759 - logcount_predictions_loss: 0.6779 51/2566 [..............................] - ETA: 5:48 - loss: 457.7662 - logits_profile_predictions_loss: 443.0589 - logcount_predictions_loss: 0.6778 52/2566 [..............................] - ETA: 5:48 - loss: 457.7571 - logits_profile_predictions_loss: 443.0512 - logcount_predictions_loss: 0.6777 53/2566 [..............................] - ETA: 5:48 - loss: 457.7562 - logits_profile_predictions_loss: 443.0507 - logcount_predictions_loss: 0.6777 54/2566 [..............................] - ETA: 5:48 - loss: 457.7558 - logits_profile_predictions_loss: 443.0500 - logcount_predictions_loss: 0.6777 55/2566 [..............................] - ETA: 5:48 - loss: 457.7439 - logits_profile_predictions_loss: 443.0375 - logcount_predictions_loss: 0.6777 56/2566 [..............................] - ETA: 5:48 - loss: 457.7249 - logits_profile_predictions_loss: 443.0178 - logcount_predictions_loss: 0.6777 57/2566 [..............................] - ETA: 5:48 - loss: 457.6984 - logits_profile_predictions_loss: 442.9905 - logcount_predictions_loss: 0.6778 58/2566 [..............................] - ETA: 5:47 - loss: 457.6819 - logits_profile_predictions_loss: 442.9749 - logcount_predictions_loss: 0.6777 59/2566 [..............................] - ETA: 5:47 - loss: 457.6676 - logits_profile_predictions_loss: 442.9593 - logcount_predictions_loss: 0.6778 60/2566 [..............................] - ETA: 5:47 - loss: 457.6532 - logits_profile_predictions_loss: 442.9446 - logcount_predictions_loss: 0.6778 61/2566 [..............................] - ETA: 5:47 - loss: 457.6336 - logits_profile_predictions_loss: 442.9257 - logcount_predictions_loss: 0.6778 62/2566 [..............................] - ETA: 5:47 - loss: 457.6184 - logits_profile_predictions_loss: 442.9122 - logcount_predictions_loss: 0.6777 63/2566 [..............................] - ETA: 5:47 - loss: 457.5940 - logits_profile_predictions_loss: 442.8898 - logcount_predictions_loss: 0.6776 64/2566 [..............................] - ETA: 5:47 - loss: 457.5737 - logits_profile_predictions_loss: 442.8712 - logcount_predictions_loss: 0.6775 65/2566 [..............................] - ETA: 5:46 - loss: 457.5420 - logits_profile_predictions_loss: 442.8410 - logcount_predictions_loss: 0.6775 66/2566 [..............................] - ETA: 5:46 - loss: 457.4928 - logits_profile_predictions_loss: 442.7931 - logcount_predictions_loss: 0.6774 67/2566 [..............................] - ETA: 5:46 - loss: 457.4400 - logits_profile_predictions_loss: 442.7417 - logcount_predictions_loss: 0.6773 68/2566 [..............................] - ETA: 5:46 - loss: 457.3890 - logits_profile_predictions_loss: 442.6923 - logcount_predictions_loss: 0.6773 69/2566 [..............................] - ETA: 5:46 - loss: 457.3499 - logits_profile_predictions_loss: 442.6547 - logcount_predictions_loss: 0.6772 70/2566 [..............................] - ETA: 5:46 - loss: 457.2986 - logits_profile_predictions_loss: 442.6030 - logcount_predictions_loss: 0.6772 71/2566 [..............................] - ETA: 5:45 - loss: 457.2502 - logits_profile_predictions_loss: 442.5538 - logcount_predictions_loss: 0.6772 72/2566 [..............................] - ETA: 5:45 - loss: 457.2008 - logits_profile_predictions_loss: 442.5046 - logcount_predictions_loss: 0.6772 73/2566 [..............................] - ETA: 5:45 - loss: 457.1427 - logits_profile_predictions_loss: 442.4466 - logcount_predictions_loss: 0.6772 74/2566 [..............................] - ETA: 5:45 - loss: 457.0839 - logits_profile_predictions_loss: 442.3877 - logcount_predictions_loss: 0.6772 75/2566 [..............................] - ETA: 5:45 - loss: 457.0239 - logits_profile_predictions_loss: 442.3263 - logcount_predictions_loss: 0.6773 76/2566 [..............................] - ETA: 5:45 - loss: 456.9667 - logits_profile_predictions_loss: 442.2677 - logcount_predictions_loss: 0.6774 77/2566 [..............................] - ETA: 5:45 - loss: 456.9226 - logits_profile_predictions_loss: 442.2207 - logcount_predictions_loss: 0.6775 78/2566 [..............................] - ETA: 5:44 - loss: 456.8747 - logits_profile_predictions_loss: 442.1696 - logcount_predictions_loss: 0.6777 79/2566 [..............................] - ETA: 5:44 - loss: 456.8214 - logits_profile_predictions_loss: 442.1126 - logcount_predictions_loss: 0.6778 80/2566 [..............................] - ETA: 5:44 - loss: 456.7719 - logits_profile_predictions_loss: 442.0588 - logcount_predictions_loss: 0.6780 81/2566 [..............................] - ETA: 5:44 - loss: 456.7302 - logits_profile_predictions_loss: 442.0133 - logcount_predictions_loss: 0.6782 82/2566 [..............................] - ETA: 5:44 - loss: 456.6839 - logits_profile_predictions_loss: 441.9636 - logcount_predictions_loss: 0.6784 83/2566 [..............................] - ETA: 5:44 - loss: 456.6388 - logits_profile_predictions_loss: 441.9156 - logcount_predictions_loss: 0.6785 84/2566 [..............................] - ETA: 5:44 - loss: 456.5930 - logits_profile_predictions_loss: 441.8667 - logcount_predictions_loss: 0.6786 85/2566 [..............................] - ETA: 5:43 - loss: 456.5600 - logits_profile_predictions_loss: 441.8298 - logcount_predictions_loss: 0.6788 86/2566 [>.............................] - ETA: 5:43 - loss: 456.5283 - logits_profile_predictions_loss: 441.7938 - logcount_predictions_loss: 0.6790 87/2566 [>.............................] - ETA: 5:43 - loss: 456.4905 - logits_profile_predictions_loss: 441.7514 - logcount_predictions_loss: 0.6792 88/2566 [>.............................] - ETA: 5:43 - loss: 456.4554 - logits_profile_predictions_loss: 441.7119 - logcount_predictions_loss: 0.6794 89/2566 [>.............................] - ETA: 5:43 - loss: 456.4173 - logits_profile_predictions_loss: 441.6695 - logcount_predictions_loss: 0.6796 90/2566 [>.............................] - ETA: 5:43 - loss: 456.3772 - logits_profile_predictions_loss: 441.6256 - logcount_predictions_loss: 0.6798 91/2566 [>.............................] - ETA: 5:43 - loss: 456.3456 - logits_profile_predictions_loss: 441.5896 - logcount_predictions_loss: 0.6800 92/2566 [>.............................] - ETA: 5:42 - loss: 456.3128 - logits_profile_predictions_loss: 441.5518 - logcount_predictions_loss: 0.6802 93/2566 [>.............................] - ETA: 5:42 - loss: 456.2794 - logits_profile_predictions_loss: 441.5137 - logcount_predictions_loss: 0.6804 94/2566 [>.............................] - ETA: 5:42 - loss: 456.2447 - logits_profile_predictions_loss: 441.4749 - logcount_predictions_loss: 0.6806 95/2566 [>.............................] - ETA: 5:42 - loss: 456.2113 - logits_profile_predictions_loss: 441.4381 - logcount_predictions_loss: 0.6808 96/2566 [>.............................] - ETA: 5:42 - loss: 456.1756 - logits_profile_predictions_loss: 441.3992 - logcount_predictions_loss: 0.6809 97/2566 [>.............................] - ETA: 5:42 - loss: 456.1406 - logits_profile_predictions_loss: 441.3611 - logcount_predictions_loss: 0.6811 98/2566 [>.............................] - ETA: 5:42 - 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[>.............................] - ETA: 5:39 - loss: 455.3431 - logits_profile_predictions_loss: 440.5128 - logcount_predictions_loss: 0.6834 119/2566 [>.............................] - ETA: 5:39 - loss: 455.3027 - logits_profile_predictions_loss: 440.4703 - logcount_predictions_loss: 0.6835 120/2566 [>.............................] - ETA: 5:38 - loss: 455.2663 - logits_profile_predictions_loss: 440.4320 - logcount_predictions_loss: 0.6836 121/2566 [>.............................] - ETA: 5:38 - loss: 455.2377 - logits_profile_predictions_loss: 440.4015 - logcount_predictions_loss: 0.6837 122/2566 [>.............................] - ETA: 5:38 - loss: 455.2060 - logits_profile_predictions_loss: 440.3679 - logcount_predictions_loss: 0.6838 123/2566 [>.............................] - ETA: 5:38 - loss: 455.1811 - logits_profile_predictions_loss: 440.3410 - logcount_predictions_loss: 0.6839 124/2566 [>.............................] - ETA: 5:38 - loss: 455.1568 - 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[>.............................] - ETA: 5:37 - loss: 455.0128 - logits_profile_predictions_loss: 440.1612 - logcount_predictions_loss: 0.6844 132/2566 [>.............................] - ETA: 5:37 - loss: 454.9949 - logits_profile_predictions_loss: 440.1423 - logcount_predictions_loss: 0.6845 133/2566 [>.............................] - ETA: 5:37 - loss: 454.9762 - logits_profile_predictions_loss: 440.1228 - logcount_predictions_loss: 0.6845 134/2566 [>.............................] - ETA: 5:36 - loss: 454.9590 - logits_profile_predictions_loss: 440.1048 - logcount_predictions_loss: 0.6845 135/2566 [>.............................] - ETA: 5:36 - loss: 454.9475 - logits_profile_predictions_loss: 440.0926 - logcount_predictions_loss: 0.6846 136/2566 [>.............................] - ETA: 5:36 - loss: 454.9391 - logits_profile_predictions_loss: 440.0835 - logcount_predictions_loss: 0.6846 137/2566 [>.............................] - ETA: 5:36 - loss: 454.9301 - logits_profile_predictions_loss: 440.0742 - logcount_predictions_loss: 0.6846 138/2566 [>.............................] - ETA: 5:36 - loss: 454.9213 - logits_profile_predictions_loss: 440.0652 - logcount_predictions_loss: 0.6846 139/2566 [>.............................] - ETA: 5:36 - loss: 454.9127 - logits_profile_predictions_loss: 440.0561 - logcount_predictions_loss: 0.6846 140/2566 [>.............................] - ETA: 5:36 - loss: 454.9064 - logits_profile_predictions_loss: 440.0493 - logcount_predictions_loss: 0.6847 141/2566 [>.............................] - ETA: 5:35 - loss: 454.8992 - logits_profile_predictions_loss: 440.0416 - logcount_predictions_loss: 0.6847 142/2566 [>.............................] - ETA: 5:35 - loss: 454.8911 - logits_profile_predictions_loss: 440.0332 - logcount_predictions_loss: 0.6847 143/2566 [>.............................] - ETA: 5:35 - loss: 454.8819 - logits_profile_predictions_loss: 440.0235 - logcount_predictions_loss: 0.6847 144/2566 [>.............................] - ETA: 5:35 - loss: 454.8722 - logits_profile_predictions_loss: 440.0133 - logcount_predictions_loss: 0.6847 145/2566 [>.............................] - ETA: 5:35 - loss: 454.8648 - logits_profile_predictions_loss: 440.0055 - logcount_predictions_loss: 0.6848 146/2566 [>.............................] - ETA: 5:35 - loss: 454.8595 - logits_profile_predictions_loss: 440.0000 - logcount_predictions_loss: 0.6848 147/2566 [>.............................] - ETA: 5:35 - loss: 454.8573 - logits_profile_predictions_loss: 439.9976 - logcount_predictions_loss: 0.6848 148/2566 [>.............................] - ETA: 5:34 - loss: 454.8567 - logits_profile_predictions_loss: 439.9969 - logcount_predictions_loss: 0.6848 149/2566 [>.............................] - ETA: 5:34 - loss: 454.8585 - logits_profile_predictions_loss: 439.9986 - logcount_predictions_loss: 0.6848 150/2566 [>.............................] - ETA: 5:34 - loss: 454.8627 - 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logits_profile_predictions_loss: 440.0848 - logcount_predictions_loss: 0.6846 164/2566 [>.............................] - ETA: 5:32 - loss: 454.9429 - logits_profile_predictions_loss: 440.0877 - logcount_predictions_loss: 0.6846 165/2566 [>.............................] - ETA: 5:32 - loss: 454.9467 - logits_profile_predictions_loss: 440.0923 - logcount_predictions_loss: 0.6845 166/2566 [>.............................] - ETA: 5:32 - loss: 454.9503 - logits_profile_predictions_loss: 440.0963 - logcount_predictions_loss: 0.6845 167/2566 [>.............................] - ETA: 5:32 - loss: 454.9532 - logits_profile_predictions_loss: 440.0999 - logcount_predictions_loss: 0.6845 168/2566 [>.............................] - ETA: 5:32 - loss: 454.9539 - logits_profile_predictions_loss: 440.1013 - logcount_predictions_loss: 0.6845 169/2566 [>.............................] - ETA: 5:32 - loss: 454.9552 - logits_profile_predictions_loss: 440.1033 - logcount_predictions_loss: 0.6844 170/2566 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logits_profile_predictions_loss: 440.1189 - logcount_predictions_loss: 0.6843 177/2566 [=>............................] - ETA: 5:30 - loss: 454.9703 - logits_profile_predictions_loss: 440.1205 - logcount_predictions_loss: 0.6843 178/2566 [=>............................] - ETA: 5:30 - loss: 454.9716 - logits_profile_predictions_loss: 440.1222 - logcount_predictions_loss: 0.6843 179/2566 [=>............................] - ETA: 5:30 - loss: 454.9736 - logits_profile_predictions_loss: 440.1247 - logcount_predictions_loss: 0.6843 180/2566 [=>............................] - ETA: 5:30 - loss: 454.9739 - logits_profile_predictions_loss: 440.1256 - logcount_predictions_loss: 0.6843 181/2566 [=>............................] - ETA: 5:30 - loss: 454.9759 - logits_profile_predictions_loss: 440.1282 - logcount_predictions_loss: 0.6842 182/2566 [=>............................] - ETA: 5:30 - loss: 454.9781 - logits_profile_predictions_loss: 440.1309 - logcount_predictions_loss: 0.6842 183/2566 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logits_profile_predictions_loss: 440.1508 - logcount_predictions_loss: 0.6841 190/2566 [=>............................] - ETA: 5:29 - loss: 454.9998 - logits_profile_predictions_loss: 440.1552 - logcount_predictions_loss: 0.6841 191/2566 [=>............................] - ETA: 5:29 - loss: 455.0023 - logits_profile_predictions_loss: 440.1579 - logcount_predictions_loss: 0.6841 192/2566 [=>............................] - ETA: 5:28 - loss: 455.0040 - logits_profile_predictions_loss: 440.1598 - logcount_predictions_loss: 0.6841 193/2566 [=>............................] - ETA: 5:28 - loss: 455.0080 - logits_profile_predictions_loss: 440.1641 - logcount_predictions_loss: 0.6841 194/2566 [=>............................] - ETA: 5:28 - loss: 455.0129 - logits_profile_predictions_loss: 440.1694 - logcount_predictions_loss: 0.6840 195/2566 [=>............................] - ETA: 5:28 - loss: 455.0196 - logits_profile_predictions_loss: 440.1767 - logcount_predictions_loss: 0.6840 196/2566 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[=>............................] - ETA: 5:26 - loss: 455.1635 - logits_profile_predictions_loss: 440.3240 - logcount_predictions_loss: 0.6839 210/2566 [=>............................] - ETA: 5:26 - loss: 455.1769 - logits_profile_predictions_loss: 440.3374 - logcount_predictions_loss: 0.6839 211/2566 [=>............................] - ETA: 5:26 - loss: 455.1902 - logits_profile_predictions_loss: 440.3505 - logcount_predictions_loss: 0.6839 212/2566 [=>............................] - ETA: 5:26 - loss: 455.2015 - logits_profile_predictions_loss: 440.3618 - logcount_predictions_loss: 0.6839 213/2566 [=>............................] - ETA: 5:25 - loss: 455.2138 - logits_profile_predictions_loss: 440.3739 - logcount_predictions_loss: 0.6839 214/2566 [=>............................] - ETA: 5:25 - loss: 455.2267 - logits_profile_predictions_loss: 440.3867 - logcount_predictions_loss: 0.6839 215/2566 [=>............................] - ETA: 5:25 - loss: 455.2394 - 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[===>..........................] - ETA: 5:06 - loss: 456.9006 - logits_profile_predictions_loss: 442.0873 - logcount_predictions_loss: 0.6826 353/2566 [===>..........................] - ETA: 5:06 - loss: 456.9112 - logits_profile_predictions_loss: 442.0981 - logcount_predictions_loss: 0.6826 354/2566 [===>..........................] - ETA: 5:06 - loss: 456.9223 - logits_profile_predictions_loss: 442.1092 - logcount_predictions_loss: 0.6826 355/2566 [===>..........................] - ETA: 5:06 - loss: 456.9338 - logits_profile_predictions_loss: 442.1206 - logcount_predictions_loss: 0.6826 356/2566 [===>..........................] - ETA: 5:06 - loss: 456.9451 - logits_profile_predictions_loss: 442.1319 - logcount_predictions_loss: 0.6826 357/2566 [===>..........................] - ETA: 5:05 - loss: 456.9561 - logits_profile_predictions_loss: 442.1429 - logcount_predictions_loss: 0.6826 358/2566 [===>..........................] - ETA: 5:05 - loss: 456.9668 - 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[===>..........................] - ETA: 5:01 - loss: 457.2701 - logits_profile_predictions_loss: 442.4574 - logcount_predictions_loss: 0.6826 392/2566 [===>..........................] - ETA: 5:01 - loss: 457.2796 - logits_profile_predictions_loss: 442.4670 - logcount_predictions_loss: 0.6826 393/2566 [===>..........................] - ETA: 5:00 - loss: 457.2892 - logits_profile_predictions_loss: 442.4767 - logcount_predictions_loss: 0.6826 394/2566 [===>..........................] - ETA: 5:00 - loss: 457.2992 - logits_profile_predictions_loss: 442.4868 - logcount_predictions_loss: 0.6826 395/2566 [===>..........................] - ETA: 5:00 - loss: 457.3095 - logits_profile_predictions_loss: 442.4972 - logcount_predictions_loss: 0.6826 396/2566 [===>..........................] - ETA: 5:00 - loss: 457.3193 - logits_profile_predictions_loss: 442.5071 - logcount_predictions_loss: 0.6826 397/2566 [===>..........................] - ETA: 5:00 - loss: 457.3287 - 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[===>..........................] - ETA: 4:59 - loss: 457.3960 - logits_profile_predictions_loss: 442.5842 - logcount_predictions_loss: 0.6826 405/2566 [===>..........................] - ETA: 4:59 - loss: 457.4060 - logits_profile_predictions_loss: 442.5941 - logcount_predictions_loss: 0.6826 406/2566 [===>..........................] - ETA: 4:59 - loss: 457.4166 - logits_profile_predictions_loss: 442.6045 - logcount_predictions_loss: 0.6826 407/2566 [===>..........................] - ETA: 4:59 - loss: 457.4270 - logits_profile_predictions_loss: 442.6148 - logcount_predictions_loss: 0.6826 408/2566 [===>..........................] - ETA: 4:58 - loss: 457.4373 - logits_profile_predictions_loss: 442.6249 - logcount_predictions_loss: 0.6826 409/2566 [===>..........................] - ETA: 4:58 - loss: 457.4474 - logits_profile_predictions_loss: 442.6349 - logcount_predictions_loss: 0.6826 410/2566 [===>..........................] - ETA: 4:58 - loss: 457.4576 - 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[============================>.] - ETA: 4s - loss: 461.5738 - logits_profile_predictions_loss: 446.4862 - logcount_predictions_loss: 0.6953 2532/2566 [============================>.] - ETA: 4s - loss: 461.5736 - logits_profile_predictions_loss: 446.4861 - logcount_predictions_loss: 0.6953 2533/2566 [============================>.] - ETA: 4s - loss: 461.5735 - logits_profile_predictions_loss: 446.4859 - logcount_predictions_loss: 0.6953 2534/2566 [============================>.] - ETA: 4s - loss: 461.5734 - logits_profile_predictions_loss: 446.4858 - logcount_predictions_loss: 0.6953 2535/2566 [============================>.] - ETA: 4s - loss: 461.5733 - logits_profile_predictions_loss: 446.4856 - logcount_predictions_loss: 0.6953 2536/2566 [============================>.] - ETA: 4s - loss: 461.5732 - logits_profile_predictions_loss: 446.4854 - logcount_predictions_loss: 0.6953 2537/2566 [============================>.] - ETA: 4s - loss: 461.5731 - logits_profile_predictions_loss: 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2551/2566 [============================>.] - ETA: 2s - loss: 461.5713 - logits_profile_predictions_loss: 446.4829 - logcount_predictions_loss: 0.6953 2552/2566 [============================>.] - ETA: 1s - loss: 461.5712 - logits_profile_predictions_loss: 446.4827 - logcount_predictions_loss: 0.6953 2553/2566 [============================>.] - ETA: 1s - loss: 461.5710 - logits_profile_predictions_loss: 446.4826 - logcount_predictions_loss: 0.6953 2554/2566 [============================>.] - ETA: 1s - loss: 461.5709 - logits_profile_predictions_loss: 446.4824 - logcount_predictions_loss: 0.6953 2555/2566 [============================>.] - ETA: 1s - loss: 461.5707 - logits_profile_predictions_loss: 446.4822 - logcount_predictions_loss: 0.6953 2556/2566 [============================>.] - ETA: 1s - loss: 461.5706 - logits_profile_predictions_loss: 446.4820 - logcount_predictions_loss: 0.6953 2557/2566 [============================>.] - ETA: 1s - loss: 461.5704 - 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[============================>.] - ETA: 0s - loss: 461.5694 - logits_profile_predictions_loss: 446.4805 - logcount_predictions_loss: 0.6953 2565/2566 [============================>.] - ETA: 0s - loss: 461.5693 - logits_profile_predictions_loss: 446.4803 - logcount_predictions_loss: 0.6954 2566/2566 [==============================] - ETA: 0s - loss: 461.5691 - logits_profile_predictions_loss: 446.4801 - logcount_predictions_loss: 0.6954 2566/2566 [==============================] - 371s 145ms/step - loss: 461.5690 - logits_profile_predictions_loss: 446.4799 - logcount_predictions_loss: 0.6954 - val_loss: 495.7429 - val_logits_profile_predictions_loss: 477.5724 - val_logcount_predictions_loss: 0.8373 Epoch 00009: val_loss improved from 496.36722 to 495.74289, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR918TVE//chrombpnet_model_feb15_fold_3/chrombpnet.h5 Epoch 10/50 1/2566 [..............................] - ETA: 6:54 - loss: 515.8225 - logits_profile_predictions_loss: 503.5436 - logcount_predictions_loss: 0.5659 2/2566 [..............................] - ETA: 5:56 - loss: 515.9571 - logits_profile_predictions_loss: 503.5467 - logcount_predictions_loss: 0.5719 3/2566 [..............................] - ETA: 5:55 - loss: 508.3586 - logits_profile_predictions_loss: 495.8511 - logcount_predictions_loss: 0.5764 4/2566 [..............................] - ETA: 5:55 - loss: 501.7376 - logits_profile_predictions_loss: 488.9031 - logcount_predictions_loss: 0.5915 5/2566 [..............................] - ETA: 5:55 - loss: 497.2133 - logits_profile_predictions_loss: 484.2497 - logcount_predictions_loss: 0.5974 6/2566 [..............................] - ETA: 5:54 - loss: 494.6821 - logits_profile_predictions_loss: 481.5964 - logcount_predictions_loss: 0.6030 7/2566 [..............................] - ETA: 5:54 - loss: 492.1568 - logits_profile_predictions_loss: 479.0112 - logcount_predictions_loss: 0.6058 8/2566 [..............................] - ETA: 5:56 - loss: 489.4354 - logits_profile_predictions_loss: 476.2114 - logcount_predictions_loss: 0.6094 9/2566 [..............................] - ETA: 5:56 - loss: 487.4869 - logits_profile_predictions_loss: 474.2222 - logcount_predictions_loss: 0.6113 10/2566 [..............................] - ETA: 5:55 - loss: 486.1033 - logits_profile_predictions_loss: 472.8233 - logcount_predictions_loss: 0.6120 11/2566 [..............................] - ETA: 5:55 - loss: 485.0265 - logits_profile_predictions_loss: 471.7362 - logcount_predictions_loss: 0.6125 12/2566 [..............................] - ETA: 5:55 - loss: 483.9470 - logits_profile_predictions_loss: 470.6791 - logcount_predictions_loss: 0.6114 13/2566 [..............................] - ETA: 5:55 - loss: 483.2062 - logits_profile_predictions_loss: 469.9533 - logcount_predictions_loss: 0.6107 14/2566 [..............................] - ETA: 5:54 - loss: 482.3787 - logits_profile_predictions_loss: 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[..............................] - ETA: 5:50 - loss: 468.9769 - logits_profile_predictions_loss: 455.8224 - logcount_predictions_loss: 0.6062 42/2566 [..............................] - ETA: 5:49 - loss: 468.7296 - logits_profile_predictions_loss: 455.5750 - logcount_predictions_loss: 0.6062 43/2566 [..............................] - ETA: 5:49 - loss: 468.5239 - logits_profile_predictions_loss: 455.3684 - logcount_predictions_loss: 0.6062 44/2566 [..............................] - ETA: 5:49 - loss: 468.3119 - logits_profile_predictions_loss: 455.1527 - logcount_predictions_loss: 0.6064 45/2566 [..............................] - ETA: 5:49 - loss: 468.1277 - logits_profile_predictions_loss: 454.9657 - logcount_predictions_loss: 0.6065 46/2566 [..............................] - ETA: 5:49 - loss: 467.9463 - logits_profile_predictions_loss: 454.7830 - logcount_predictions_loss: 0.6066 47/2566 [..............................] - ETA: 5:49 - loss: 467.7788 - logits_profile_predictions_loss: 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[===>..........................] - ETA: 5:02 - loss: 461.2114 - logits_profile_predictions_loss: 447.6153 - logcount_predictions_loss: 0.6265 381/2566 [===>..........................] - ETA: 5:02 - loss: 461.2083 - logits_profile_predictions_loss: 447.6109 - logcount_predictions_loss: 0.6266 382/2566 [===>..........................] - ETA: 5:02 - loss: 461.2051 - logits_profile_predictions_loss: 447.6065 - logcount_predictions_loss: 0.6267 383/2566 [===>..........................] - ETA: 5:02 - loss: 461.2020 - logits_profile_predictions_loss: 447.6022 - logcount_predictions_loss: 0.6267 384/2566 [===>..........................] - ETA: 5:02 - loss: 461.1990 - logits_profile_predictions_loss: 447.5980 - logcount_predictions_loss: 0.6268 385/2566 [===>..........................] - ETA: 5:02 - loss: 461.1960 - logits_profile_predictions_loss: 447.5937 - logcount_predictions_loss: 0.6268 386/2566 [===>..........................] - ETA: 5:01 - loss: 461.1929 - logits_profile_predictions_loss: 447.5894 - logcount_predictions_loss: 0.6269 387/2566 [===>..........................] - ETA: 5:01 - loss: 461.1898 - logits_profile_predictions_loss: 447.5852 - logcount_predictions_loss: 0.6269 388/2566 [===>..........................] - ETA: 5:01 - loss: 461.1866 - logits_profile_predictions_loss: 447.5808 - logcount_predictions_loss: 0.6270 389/2566 [===>..........................] - ETA: 5:01 - loss: 461.1835 - logits_profile_predictions_loss: 447.5766 - logcount_predictions_loss: 0.6270 390/2566 [===>..........................] - ETA: 5:01 - loss: 461.1807 - logits_profile_predictions_loss: 447.5726 - logcount_predictions_loss: 0.6271 391/2566 [===>..........................] - ETA: 5:01 - loss: 461.1783 - logits_profile_predictions_loss: 447.5691 - logcount_predictions_loss: 0.6271 392/2566 [===>..........................] - ETA: 5:01 - loss: 461.1761 - logits_profile_predictions_loss: 447.5657 - logcount_predictions_loss: 0.6272 393/2566 [===>..........................] - ETA: 5:00 - loss: 461.1737 - logits_profile_predictions_loss: 447.5622 - logcount_predictions_loss: 0.6273 394/2566 [===>..........................] - ETA: 5:00 - loss: 461.1716 - logits_profile_predictions_loss: 447.5590 - logcount_predictions_loss: 0.6273 395/2566 [===>..........................] - ETA: 5:00 - loss: 461.1692 - logits_profile_predictions_loss: 447.5554 - logcount_predictions_loss: 0.6274 396/2566 [===>..........................] - ETA: 5:00 - loss: 461.1669 - logits_profile_predictions_loss: 447.5520 - logcount_predictions_loss: 0.6274 397/2566 [===>..........................] - ETA: 5:00 - loss: 461.1649 - logits_profile_predictions_loss: 447.5489 - logcount_predictions_loss: 0.6275 398/2566 [===>..........................] - ETA: 5:00 - loss: 461.1626 - logits_profile_predictions_loss: 447.5456 - logcount_predictions_loss: 0.6275 399/2566 [===>..........................] - ETA: 5:00 - loss: 461.1603 - logits_profile_predictions_loss: 447.5421 - logcount_predictions_loss: 0.6276 400/2566 [===>..........................] - ETA: 4:59 - loss: 461.1580 - logits_profile_predictions_loss: 447.5388 - logcount_predictions_loss: 0.6276 401/2566 [===>..........................] - ETA: 4:59 - loss: 461.1558 - logits_profile_predictions_loss: 447.5355 - logcount_predictions_loss: 0.6277 402/2566 [===>..........................] - ETA: 4:59 - loss: 461.1537 - logits_profile_predictions_loss: 447.5323 - logcount_predictions_loss: 0.6277 403/2566 [===>..........................] - ETA: 4:59 - loss: 461.1515 - logits_profile_predictions_loss: 447.5291 - logcount_predictions_loss: 0.6278 404/2566 [===>..........................] - ETA: 4:59 - loss: 461.1495 - logits_profile_predictions_loss: 447.5260 - logcount_predictions_loss: 0.6278 405/2566 [===>..........................] - ETA: 4:59 - loss: 461.1475 - logits_profile_predictions_loss: 447.5229 - logcount_predictions_loss: 0.6279 406/2566 [===>..........................] - ETA: 4:59 - loss: 461.1456 - logits_profile_predictions_loss: 447.5199 - logcount_predictions_loss: 0.6279 407/2566 [===>..........................] - ETA: 4:59 - loss: 461.1437 - logits_profile_predictions_loss: 447.5169 - logcount_predictions_loss: 0.6280 408/2566 [===>..........................] - ETA: 4:58 - loss: 461.1418 - logits_profile_predictions_loss: 447.5138 - logcount_predictions_loss: 0.6280 409/2566 [===>..........................] - ETA: 4:58 - loss: 461.1396 - logits_profile_predictions_loss: 447.5105 - logcount_predictions_loss: 0.6281 410/2566 [===>..........................] - ETA: 4:58 - loss: 461.1375 - logits_profile_predictions_loss: 447.5072 - logcount_predictions_loss: 0.6281 411/2566 [===>..........................] - ETA: 4:58 - loss: 461.1355 - logits_profile_predictions_loss: 447.5040 - logcount_predictions_loss: 0.6282 412/2566 [===>..........................] - ETA: 4:58 - loss: 461.1334 - logits_profile_predictions_loss: 447.5007 - logcount_predictions_loss: 0.6282 413/2566 [===>..........................] - ETA: 4:58 - loss: 461.1314 - logits_profile_predictions_loss: 447.4975 - logcount_predictions_loss: 0.6283 414/2566 [===>..........................] - ETA: 4:58 - loss: 461.1293 - logits_profile_predictions_loss: 447.4944 - logcount_predictions_loss: 0.6283 415/2566 [===>..........................] - ETA: 4:57 - loss: 461.1270 - logits_profile_predictions_loss: 447.4909 - logcount_predictions_loss: 0.6284 416/2566 [===>..........................] - ETA: 4:57 - loss: 461.1246 - logits_profile_predictions_loss: 447.4874 - logcount_predictions_loss: 0.6284 417/2566 [===>..........................] - ETA: 4:57 - loss: 461.1221 - logits_profile_predictions_loss: 447.4837 - logcount_predictions_loss: 0.6285 418/2566 [===>..........................] - ETA: 4:57 - loss: 461.1194 - logits_profile_predictions_loss: 447.4799 - logcount_predictions_loss: 0.6285 419/2566 [===>..........................] - ETA: 4:57 - loss: 461.1165 - logits_profile_predictions_loss: 447.4759 - logcount_predictions_loss: 0.6286 420/2566 [===>..........................] - ETA: 4:57 - loss: 461.1136 - logits_profile_predictions_loss: 447.4720 - logcount_predictions_loss: 0.6286 421/2566 [===>..........................] - ETA: 4:57 - loss: 461.1105 - logits_profile_predictions_loss: 447.4678 - logcount_predictions_loss: 0.6287 422/2566 [===>..........................] - ETA: 4:56 - loss: 461.1074 - logits_profile_predictions_loss: 447.4636 - logcount_predictions_loss: 0.6287 423/2566 [===>..........................] - ETA: 4:56 - loss: 461.1042 - logits_profile_predictions_loss: 447.4593 - logcount_predictions_loss: 0.6288 424/2566 [===>..........................] - ETA: 4:56 - loss: 461.1009 - logits_profile_predictions_loss: 447.4549 - logcount_predictions_loss: 0.6288 425/2566 [===>..........................] - ETA: 4:56 - loss: 461.0973 - logits_profile_predictions_loss: 447.4501 - logcount_predictions_loss: 0.6289 426/2566 [===>..........................] - ETA: 4:56 - loss: 461.0937 - logits_profile_predictions_loss: 447.4455 - logcount_predictions_loss: 0.6289 427/2566 [===>..........................] - ETA: 4:56 - loss: 461.0904 - logits_profile_predictions_loss: 447.4410 - logcount_predictions_loss: 0.6290 428/2566 [====>.........................] - ETA: 4:56 - loss: 461.0869 - logits_profile_predictions_loss: 447.4364 - logcount_predictions_loss: 0.6290 429/2566 [====>.........................] - ETA: 4:55 - loss: 461.0835 - logits_profile_predictions_loss: 447.4318 - logcount_predictions_loss: 0.6291 430/2566 [====>.........................] - ETA: 4:55 - loss: 461.0797 - logits_profile_predictions_loss: 447.4269 - logcount_predictions_loss: 0.6292 431/2566 [====>.........................] - ETA: 4:55 - loss: 461.0758 - logits_profile_predictions_loss: 447.4218 - logcount_predictions_loss: 0.6292 432/2566 [====>.........................] - ETA: 4:55 - loss: 461.0716 - logits_profile_predictions_loss: 447.4166 - logcount_predictions_loss: 0.6293 433/2566 [====>.........................] - ETA: 4:55 - loss: 461.0674 - logits_profile_predictions_loss: 447.4113 - logcount_predictions_loss: 0.6293 434/2566 [====>.........................] - ETA: 4:55 - loss: 461.0630 - logits_profile_predictions_loss: 447.4058 - logcount_predictions_loss: 0.6294 435/2566 [====>.........................] - ETA: 4:55 - loss: 461.0585 - logits_profile_predictions_loss: 447.4003 - logcount_predictions_loss: 0.6294 436/2566 [====>.........................] - ETA: 4:55 - loss: 461.0541 - logits_profile_predictions_loss: 447.3948 - logcount_predictions_loss: 0.6295 437/2566 [====>.........................] - ETA: 4:54 - loss: 461.0496 - logits_profile_predictions_loss: 447.3893 - logcount_predictions_loss: 0.6295 438/2566 [====>.........................] - ETA: 4:54 - loss: 461.0450 - logits_profile_predictions_loss: 447.3836 - logcount_predictions_loss: 0.6295 439/2566 [====>.........................] - ETA: 4:54 - loss: 461.0406 - logits_profile_predictions_loss: 447.3782 - logcount_predictions_loss: 0.6296 440/2566 [====>.........................] - ETA: 4:54 - loss: 461.0362 - logits_profile_predictions_loss: 447.3728 - logcount_predictions_loss: 0.6296 441/2566 [====>.........................] - ETA: 4:54 - loss: 461.0315 - logits_profile_predictions_loss: 447.3670 - logcount_predictions_loss: 0.6297 442/2566 [====>.........................] - ETA: 4:54 - loss: 461.0265 - logits_profile_predictions_loss: 447.3611 - logcount_predictions_loss: 0.6297 443/2566 [====>.........................] - ETA: 4:54 - loss: 461.0215 - logits_profile_predictions_loss: 447.3551 - logcount_predictions_loss: 0.6298 444/2566 [====>.........................] - ETA: 4:53 - loss: 461.0167 - logits_profile_predictions_loss: 447.3493 - logcount_predictions_loss: 0.6298 445/2566 [====>.........................] - ETA: 4:53 - loss: 461.0117 - logits_profile_predictions_loss: 447.3433 - logcount_predictions_loss: 0.6299 446/2566 [====>.........................] - ETA: 4:53 - loss: 461.0068 - logits_profile_predictions_loss: 447.3374 - logcount_predictions_loss: 0.6299 447/2566 [====>.........................] - ETA: 4:53 - loss: 461.0016 - logits_profile_predictions_loss: 447.3312 - logcount_predictions_loss: 0.6300 448/2566 [====>.........................] - ETA: 4:53 - loss: 460.9966 - logits_profile_predictions_loss: 447.3253 - logcount_predictions_loss: 0.6300 449/2566 [====>.........................] - ETA: 4:53 - loss: 460.9914 - logits_profile_predictions_loss: 447.3191 - logcount_predictions_loss: 0.6301 450/2566 [====>.........................] - ETA: 4:53 - loss: 460.9858 - logits_profile_predictions_loss: 447.3126 - logcount_predictions_loss: 0.6301 451/2566 [====>.........................] - ETA: 4:52 - loss: 460.9805 - logits_profile_predictions_loss: 447.3062 - logcount_predictions_loss: 0.6301 452/2566 [====>.........................] - ETA: 4:52 - loss: 460.9750 - logits_profile_predictions_loss: 447.2998 - logcount_predictions_loss: 0.6302 453/2566 [====>.........................] - ETA: 4:52 - loss: 460.9695 - logits_profile_predictions_loss: 447.2933 - logcount_predictions_loss: 0.6302 454/2566 [====>.........................] - ETA: 4:52 - loss: 460.9640 - logits_profile_predictions_loss: 447.2868 - logcount_predictions_loss: 0.6303 455/2566 [====>.........................] - ETA: 4:52 - loss: 460.9584 - logits_profile_predictions_loss: 447.2802 - logcount_predictions_loss: 0.6303 456/2566 [====>.........................] - ETA: 4:52 - loss: 460.9529 - logits_profile_predictions_loss: 447.2737 - logcount_predictions_loss: 0.6304 457/2566 [====>.........................] - ETA: 4:52 - loss: 460.9475 - logits_profile_predictions_loss: 447.2673 - logcount_predictions_loss: 0.6304 458/2566 [====>.........................] - ETA: 4:51 - loss: 460.9423 - logits_profile_predictions_loss: 447.2612 - logcount_predictions_loss: 0.6305 459/2566 [====>.........................] - ETA: 4:51 - loss: 460.9368 - logits_profile_predictions_loss: 447.2547 - logcount_predictions_loss: 0.6305 460/2566 [====>.........................] - ETA: 4:51 - loss: 460.9312 - logits_profile_predictions_loss: 447.2482 - logcount_predictions_loss: 0.6305 461/2566 [====>.........................] - ETA: 4:51 - loss: 460.9257 - logits_profile_predictions_loss: 447.2417 - logcount_predictions_loss: 0.6306 462/2566 [====>.........................] - ETA: 4:51 - loss: 460.9203 - logits_profile_predictions_loss: 447.2353 - logcount_predictions_loss: 0.6306 463/2566 [====>.........................] - ETA: 4:51 - loss: 460.9148 - logits_profile_predictions_loss: 447.2289 - logcount_predictions_loss: 0.6307 464/2566 [====>.........................] - ETA: 4:51 - loss: 460.9093 - logits_profile_predictions_loss: 447.2225 - logcount_predictions_loss: 0.6307 465/2566 [====>.........................] - ETA: 4:51 - loss: 460.9035 - logits_profile_predictions_loss: 447.2158 - logcount_predictions_loss: 0.6308 466/2566 [====>.........................] - ETA: 4:50 - loss: 460.8979 - logits_profile_predictions_loss: 447.2094 - logcount_predictions_loss: 0.6308 467/2566 [====>.........................] - ETA: 4:50 - loss: 460.8923 - logits_profile_predictions_loss: 447.2029 - logcount_predictions_loss: 0.6308 468/2566 [====>.........................] - ETA: 4:50 - loss: 460.8870 - logits_profile_predictions_loss: 447.1967 - logcount_predictions_loss: 0.6309 469/2566 [====>.........................] - ETA: 4:50 - loss: 460.8816 - logits_profile_predictions_loss: 447.1904 - logcount_predictions_loss: 0.6309 470/2566 [====>.........................] - ETA: 4:50 - loss: 460.8763 - logits_profile_predictions_loss: 447.1843 - logcount_predictions_loss: 0.6310 471/2566 [====>.........................] - ETA: 4:50 - loss: 460.8716 - logits_profile_predictions_loss: 447.1788 - logcount_predictions_loss: 0.6310 472/2566 [====>.........................] - ETA: 4:50 - loss: 460.8671 - logits_profile_predictions_loss: 447.1734 - logcount_predictions_loss: 0.6310 473/2566 [====>.........................] - ETA: 4:49 - loss: 460.8625 - logits_profile_predictions_loss: 447.1679 - logcount_predictions_loss: 0.6311 474/2566 [====>.........................] - ETA: 4:49 - loss: 460.8582 - logits_profile_predictions_loss: 447.1627 - logcount_predictions_loss: 0.6311 475/2566 [====>.........................] - ETA: 4:49 - loss: 460.8537 - logits_profile_predictions_loss: 447.1574 - logcount_predictions_loss: 0.6312 476/2566 [====>.........................] - ETA: 4:49 - loss: 460.8492 - logits_profile_predictions_loss: 447.1519 - logcount_predictions_loss: 0.6312 477/2566 [====>.........................] - ETA: 4:49 - loss: 460.8448 - logits_profile_predictions_loss: 447.1466 - logcount_predictions_loss: 0.6312 478/2566 [====>.........................] - ETA: 4:49 - loss: 460.8404 - logits_profile_predictions_loss: 447.1412 - logcount_predictions_loss: 0.6313 479/2566 [====>.........................] - ETA: 4:49 - loss: 460.8363 - logits_profile_predictions_loss: 447.1362 - logcount_predictions_loss: 0.6313 480/2566 [====>.........................] - ETA: 4:48 - loss: 460.8321 - logits_profile_predictions_loss: 447.1311 - logcount_predictions_loss: 0.6314 481/2566 [====>.........................] - ETA: 4:48 - loss: 460.8280 - logits_profile_predictions_loss: 447.1261 - logcount_predictions_loss: 0.6314 482/2566 [====>.........................] - ETA: 4:48 - loss: 460.8239 - logits_profile_predictions_loss: 447.1211 - logcount_predictions_loss: 0.6315 483/2566 [====>.........................] - ETA: 4:48 - loss: 460.8199 - logits_profile_predictions_loss: 447.1161 - logcount_predictions_loss: 0.6315 484/2566 [====>.........................] - ETA: 4:48 - loss: 460.8158 - logits_profile_predictions_loss: 447.1112 - logcount_predictions_loss: 0.6315 485/2566 [====>.........................] - ETA: 4:48 - loss: 460.8116 - logits_profile_predictions_loss: 447.1060 - logcount_predictions_loss: 0.6316 486/2566 [====>.........................] - ETA: 4:48 - loss: 460.8074 - logits_profile_predictions_loss: 447.1009 - logcount_predictions_loss: 0.6316 487/2566 [====>.........................] - ETA: 4:47 - loss: 460.8032 - logits_profile_predictions_loss: 447.0958 - logcount_predictions_loss: 0.6317 488/2566 [====>.........................] - ETA: 4:47 - loss: 460.7992 - logits_profile_predictions_loss: 447.0908 - logcount_predictions_loss: 0.6317 489/2566 [====>.........................] - ETA: 4:47 - loss: 460.7949 - logits_profile_predictions_loss: 447.0856 - logcount_predictions_loss: 0.6318 490/2566 [====>.........................] - ETA: 4:47 - loss: 460.7905 - logits_profile_predictions_loss: 447.0803 - logcount_predictions_loss: 0.6318 491/2566 [====>.........................] - ETA: 4:47 - loss: 460.7861 - logits_profile_predictions_loss: 447.0750 - logcount_predictions_loss: 0.6318 492/2566 [====>.........................] - ETA: 4:47 - loss: 460.7817 - logits_profile_predictions_loss: 447.0697 - logcount_predictions_loss: 0.6319 493/2566 [====>.........................] - ETA: 4:47 - loss: 460.7774 - logits_profile_predictions_loss: 447.0645 - logcount_predictions_loss: 0.6319 494/2566 [====>.........................] - ETA: 4:46 - loss: 460.7731 - logits_profile_predictions_loss: 447.0593 - logcount_predictions_loss: 0.6320 495/2566 [====>.........................] - ETA: 4:46 - loss: 460.7687 - logits_profile_predictions_loss: 447.0541 - logcount_predictions_loss: 0.6320 496/2566 [====>.........................] - ETA: 4:46 - loss: 460.7643 - logits_profile_predictions_loss: 447.0487 - logcount_predictions_loss: 0.6320 497/2566 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[============================>.] - ETA: 4s - loss: 458.1783 - logits_profile_predictions_loss: 444.0684 - logcount_predictions_loss: 0.6502 2534/2566 [============================>.] - ETA: 4s - loss: 458.1784 - logits_profile_predictions_loss: 444.0684 - logcount_predictions_loss: 0.6502 2535/2566 [============================>.] - ETA: 4s - loss: 458.1784 - logits_profile_predictions_loss: 444.0684 - logcount_predictions_loss: 0.6502 2536/2566 [============================>.] - ETA: 4s - loss: 458.1785 - logits_profile_predictions_loss: 444.0684 - logcount_predictions_loss: 0.6502 2537/2566 [============================>.] - ETA: 4s - loss: 458.1785 - logits_profile_predictions_loss: 444.0684 - logcount_predictions_loss: 0.6502 2538/2566 [============================>.] - ETA: 3s - loss: 458.1786 - logits_profile_predictions_loss: 444.0684 - logcount_predictions_loss: 0.6502 2539/2566 [============================>.] - ETA: 3s - loss: 458.1786 - logits_profile_predictions_loss: 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[==============================] - ETA: 0s - loss: 458.1795 - logits_profile_predictions_loss: 444.0682 - logcount_predictions_loss: 0.6503 2566/2566 [==============================] - 371s 145ms/step - loss: 458.1796 - logits_profile_predictions_loss: 444.0682 - logcount_predictions_loss: 0.6503 - val_loss: 496.4529 - val_logits_profile_predictions_loss: 478.0200 - val_logcount_predictions_loss: 0.8494 Epoch 00010: val_loss did not improve from 495.74289 Epoch 11/50 1/2566 [..............................] - ETA: 7:05 - loss: 482.9734 - logits_profile_predictions_loss: 472.0742 - logcount_predictions_loss: 0.5023 2/2566 [..............................] - ETA: 6:27 - loss: 488.6129 - logits_profile_predictions_loss: 476.7318 - logcount_predictions_loss: 0.5475 3/2566 [..............................] - ETA: 6:10 - loss: 481.3573 - logits_profile_predictions_loss: 469.2272 - logcount_predictions_loss: 0.5590 4/2566 [..............................] - ETA: 6:05 - loss: 479.0841 - logits_profile_predictions_loss: 466.9462 - logcount_predictions_loss: 0.5594 5/2566 [..............................] - ETA: 6:02 - loss: 476.4263 - logits_profile_predictions_loss: 464.3427 - logcount_predictions_loss: 0.5569 6/2566 [..............................] - ETA: 6:00 - loss: 475.9475 - logits_profile_predictions_loss: 463.9732 - logcount_predictions_loss: 0.5518 7/2566 [..............................] - ETA: 5:59 - loss: 474.3632 - logits_profile_predictions_loss: 462.4494 - logcount_predictions_loss: 0.5490 8/2566 [..............................] - ETA: 5:58 - loss: 473.8271 - logits_profile_predictions_loss: 461.9682 - logcount_predictions_loss: 0.5465 9/2566 [..............................] - ETA: 5:58 - loss: 472.4015 - logits_profile_predictions_loss: 460.5634 - logcount_predictions_loss: 0.5455 10/2566 [..............................] - ETA: 5:57 - loss: 471.6111 - logits_profile_predictions_loss: 459.8130 - logcount_predictions_loss: 0.5437 11/2566 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logits_profile_predictions_loss: 445.7673 - logcount_predictions_loss: 0.5877 182/2566 [=>............................] - ETA: 5:30 - loss: 458.5198 - logits_profile_predictions_loss: 445.7633 - logcount_predictions_loss: 0.5879 183/2566 [=>............................] - ETA: 5:30 - loss: 458.5177 - logits_profile_predictions_loss: 445.7586 - logcount_predictions_loss: 0.5880 184/2566 [=>............................] - ETA: 5:29 - loss: 458.5146 - logits_profile_predictions_loss: 445.7531 - logcount_predictions_loss: 0.5881 185/2566 [=>............................] - ETA: 5:29 - loss: 458.5110 - logits_profile_predictions_loss: 445.7472 - logcount_predictions_loss: 0.5882 186/2566 [=>............................] - ETA: 5:29 - loss: 458.5059 - logits_profile_predictions_loss: 445.7398 - logcount_predictions_loss: 0.5883 187/2566 [=>............................] - ETA: 5:29 - loss: 458.5001 - logits_profile_predictions_loss: 445.7317 - logcount_predictions_loss: 0.5884 188/2566 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logits_profile_predictions_loss: 444.5544 - logcount_predictions_loss: 0.5953 299/2566 [==>...........................] - ETA: 5:14 - loss: 457.4597 - logits_profile_predictions_loss: 444.5422 - logcount_predictions_loss: 0.5953 300/2566 [==>...........................] - ETA: 5:13 - loss: 457.4485 - logits_profile_predictions_loss: 444.5304 - logcount_predictions_loss: 0.5953 301/2566 [==>...........................] - ETA: 5:13 - loss: 457.4377 - logits_profile_predictions_loss: 444.5190 - logcount_predictions_loss: 0.5953 302/2566 [==>...........................] - ETA: 5:13 - loss: 457.4275 - logits_profile_predictions_loss: 444.5082 - logcount_predictions_loss: 0.5954 303/2566 [==>...........................] - ETA: 5:13 - loss: 457.4166 - logits_profile_predictions_loss: 444.4965 - logcount_predictions_loss: 0.5954 304/2566 [==>...........................] - ETA: 5:13 - loss: 457.4064 - logits_profile_predictions_loss: 444.4858 - logcount_predictions_loss: 0.5954 305/2566 [==>...........................] - ETA: 5:13 - loss: 457.3963 - logits_profile_predictions_loss: 444.4750 - logcount_predictions_loss: 0.5955 306/2566 [==>...........................] - ETA: 5:13 - loss: 457.3859 - logits_profile_predictions_loss: 444.4639 - logcount_predictions_loss: 0.5955 307/2566 [==>...........................] - ETA: 5:12 - loss: 457.3756 - logits_profile_predictions_loss: 444.4530 - logcount_predictions_loss: 0.5955 308/2566 [==>...........................] - ETA: 5:12 - loss: 457.3657 - logits_profile_predictions_loss: 444.4424 - logcount_predictions_loss: 0.5955 309/2566 [==>...........................] - ETA: 5:12 - loss: 457.3557 - logits_profile_predictions_loss: 444.4317 - logcount_predictions_loss: 0.5956 310/2566 [==>...........................] - ETA: 5:12 - loss: 457.3467 - logits_profile_predictions_loss: 444.4220 - logcount_predictions_loss: 0.5956 311/2566 [==>...........................] - ETA: 5:12 - loss: 457.3375 - logits_profile_predictions_loss: 444.4121 - logcount_predictions_loss: 0.5956 312/2566 [==>...........................] - ETA: 5:12 - loss: 457.3279 - logits_profile_predictions_loss: 444.4018 - logcount_predictions_loss: 0.5957 313/2566 [==>...........................] - ETA: 5:12 - loss: 457.3182 - logits_profile_predictions_loss: 444.3914 - logcount_predictions_loss: 0.5957 314/2566 [==>...........................] - ETA: 5:12 - loss: 457.3083 - logits_profile_predictions_loss: 444.3808 - logcount_predictions_loss: 0.5957 315/2566 [==>...........................] - ETA: 5:11 - loss: 457.2989 - logits_profile_predictions_loss: 444.3707 - logcount_predictions_loss: 0.5958 316/2566 [==>...........................] - ETA: 5:11 - loss: 457.2900 - logits_profile_predictions_loss: 444.3611 - logcount_predictions_loss: 0.5958 317/2566 [==>...........................] - ETA: 5:11 - loss: 457.2813 - logits_profile_predictions_loss: 444.3515 - logcount_predictions_loss: 0.5958 318/2566 [==>...........................] - ETA: 5:11 - loss: 457.2735 - logits_profile_predictions_loss: 444.3429 - logcount_predictions_loss: 0.5959 319/2566 [==>...........................] - ETA: 5:11 - loss: 457.2657 - logits_profile_predictions_loss: 444.3344 - logcount_predictions_loss: 0.5959 320/2566 [==>...........................] - ETA: 5:11 - loss: 457.2586 - logits_profile_predictions_loss: 444.3265 - logcount_predictions_loss: 0.5960 321/2566 [==>...........................] - ETA: 5:11 - loss: 457.2507 - logits_profile_predictions_loss: 444.3179 - logcount_predictions_loss: 0.5960 322/2566 [==>...........................] - ETA: 5:10 - loss: 457.2425 - logits_profile_predictions_loss: 444.3089 - logcount_predictions_loss: 0.5960 323/2566 [==>...........................] - ETA: 5:10 - loss: 457.2352 - logits_profile_predictions_loss: 444.3008 - logcount_predictions_loss: 0.5961 324/2566 [==>...........................] - ETA: 5:10 - loss: 457.2278 - logits_profile_predictions_loss: 444.2926 - logcount_predictions_loss: 0.5961 325/2566 [==>...........................] - ETA: 5:10 - loss: 457.2198 - logits_profile_predictions_loss: 444.2839 - logcount_predictions_loss: 0.5961 326/2566 [==>...........................] - ETA: 5:10 - loss: 457.2113 - logits_profile_predictions_loss: 444.2746 - logcount_predictions_loss: 0.5962 327/2566 [==>...........................] - ETA: 5:10 - loss: 457.2030 - logits_profile_predictions_loss: 444.2656 - logcount_predictions_loss: 0.5962 328/2566 [==>...........................] - ETA: 5:10 - loss: 457.1949 - logits_profile_predictions_loss: 444.2567 - logcount_predictions_loss: 0.5962 329/2566 [==>...........................] - ETA: 5:09 - loss: 457.1868 - logits_profile_predictions_loss: 444.2479 - logcount_predictions_loss: 0.5963 330/2566 [==>...........................] - ETA: 5:09 - loss: 457.1789 - logits_profile_predictions_loss: 444.2392 - logcount_predictions_loss: 0.5963 331/2566 [==>...........................] - ETA: 5:09 - loss: 457.1709 - logits_profile_predictions_loss: 444.2304 - logcount_predictions_loss: 0.5963 332/2566 [==>...........................] - ETA: 5:09 - loss: 457.1637 - logits_profile_predictions_loss: 444.2225 - logcount_predictions_loss: 0.5964 333/2566 [==>...........................] - ETA: 5:09 - loss: 457.1564 - logits_profile_predictions_loss: 444.2144 - logcount_predictions_loss: 0.5964 334/2566 [==>...........................] - ETA: 5:09 - loss: 457.1490 - logits_profile_predictions_loss: 444.2062 - logcount_predictions_loss: 0.5964 335/2566 [==>...........................] - ETA: 5:09 - loss: 457.1417 - logits_profile_predictions_loss: 444.1981 - logcount_predictions_loss: 0.5965 336/2566 [==>...........................] - ETA: 5:08 - loss: 457.1342 - logits_profile_predictions_loss: 444.1898 - logcount_predictions_loss: 0.5965 337/2566 [==>...........................] - ETA: 5:08 - loss: 457.1266 - logits_profile_predictions_loss: 444.1813 - logcount_predictions_loss: 0.5966 338/2566 [==>...........................] - ETA: 5:08 - loss: 457.1184 - logits_profile_predictions_loss: 444.1722 - logcount_predictions_loss: 0.5966 339/2566 [==>...........................] - ETA: 5:08 - loss: 457.1108 - logits_profile_predictions_loss: 444.1638 - logcount_predictions_loss: 0.5966 340/2566 [==>...........................] - ETA: 5:08 - loss: 457.1035 - logits_profile_predictions_loss: 444.1557 - logcount_predictions_loss: 0.5967 341/2566 [==>...........................] - ETA: 5:08 - loss: 457.0969 - logits_profile_predictions_loss: 444.1483 - logcount_predictions_loss: 0.5967 342/2566 [==>...........................] - ETA: 5:08 - loss: 457.0905 - logits_profile_predictions_loss: 444.1409 - logcount_predictions_loss: 0.5968 343/2566 [===>..........................] - ETA: 5:07 - loss: 457.0843 - logits_profile_predictions_loss: 444.1340 - logcount_predictions_loss: 0.5968 344/2566 [===>..........................] - ETA: 5:07 - loss: 457.0790 - logits_profile_predictions_loss: 444.1278 - logcount_predictions_loss: 0.5968 345/2566 [===>..........................] - ETA: 5:07 - loss: 457.0739 - logits_profile_predictions_loss: 444.1219 - logcount_predictions_loss: 0.5969 346/2566 [===>..........................] - ETA: 5:07 - loss: 457.0688 - logits_profile_predictions_loss: 444.1159 - logcount_predictions_loss: 0.5969 347/2566 [===>..........................] - ETA: 5:07 - loss: 457.0639 - logits_profile_predictions_loss: 444.1100 - logcount_predictions_loss: 0.5970 348/2566 [===>..........................] - ETA: 5:07 - loss: 457.0584 - logits_profile_predictions_loss: 444.1036 - logcount_predictions_loss: 0.5970 349/2566 [===>..........................] - ETA: 5:07 - loss: 457.0532 - logits_profile_predictions_loss: 444.0974 - logcount_predictions_loss: 0.5970 350/2566 [===>..........................] - ETA: 5:07 - loss: 457.0485 - logits_profile_predictions_loss: 444.0917 - logcount_predictions_loss: 0.5971 351/2566 [===>..........................] - ETA: 5:06 - loss: 457.0438 - logits_profile_predictions_loss: 444.0861 - logcount_predictions_loss: 0.5971 352/2566 [===>..........................] - ETA: 5:06 - loss: 457.0387 - logits_profile_predictions_loss: 444.0799 - logcount_predictions_loss: 0.5972 353/2566 [===>..........................] - ETA: 5:06 - loss: 457.0328 - logits_profile_predictions_loss: 444.0730 - logcount_predictions_loss: 0.5972 354/2566 [===>..........................] - ETA: 5:06 - loss: 457.0264 - logits_profile_predictions_loss: 444.0655 - logcount_predictions_loss: 0.5973 355/2566 [===>..........................] - ETA: 5:06 - loss: 457.0204 - logits_profile_predictions_loss: 444.0583 - logcount_predictions_loss: 0.5973 356/2566 [===>..........................] - ETA: 5:06 - loss: 457.0145 - logits_profile_predictions_loss: 444.0512 - logcount_predictions_loss: 0.5974 357/2566 [===>..........................] - ETA: 5:06 - loss: 457.0080 - logits_profile_predictions_loss: 444.0436 - logcount_predictions_loss: 0.5974 358/2566 [===>..........................] - ETA: 5:05 - loss: 457.0013 - logits_profile_predictions_loss: 444.0356 - logcount_predictions_loss: 0.5975 359/2566 [===>..........................] - ETA: 5:05 - loss: 456.9946 - logits_profile_predictions_loss: 444.0277 - logcount_predictions_loss: 0.5976 360/2566 [===>..........................] - ETA: 5:05 - loss: 456.9877 - logits_profile_predictions_loss: 444.0195 - logcount_predictions_loss: 0.5976 361/2566 [===>..........................] - ETA: 5:05 - loss: 456.9805 - logits_profile_predictions_loss: 444.0111 - logcount_predictions_loss: 0.5977 362/2566 [===>..........................] - ETA: 5:05 - loss: 456.9737 - logits_profile_predictions_loss: 444.0030 - logcount_predictions_loss: 0.5977 363/2566 [===>..........................] - ETA: 5:05 - loss: 456.9664 - logits_profile_predictions_loss: 443.9944 - logcount_predictions_loss: 0.5978 364/2566 [===>..........................] - ETA: 5:05 - loss: 456.9594 - logits_profile_predictions_loss: 443.9861 - logcount_predictions_loss: 0.5979 365/2566 [===>..........................] - ETA: 5:04 - loss: 456.9528 - logits_profile_predictions_loss: 443.9783 - logcount_predictions_loss: 0.5979 366/2566 [===>..........................] - ETA: 5:04 - loss: 456.9461 - logits_profile_predictions_loss: 443.9703 - logcount_predictions_loss: 0.5980 367/2566 [===>..........................] - ETA: 5:04 - loss: 456.9394 - logits_profile_predictions_loss: 443.9624 - logcount_predictions_loss: 0.5980 368/2566 [===>..........................] - ETA: 5:04 - loss: 456.9335 - logits_profile_predictions_loss: 443.9552 - logcount_predictions_loss: 0.5981 369/2566 [===>..........................] - ETA: 5:04 - loss: 456.9276 - logits_profile_predictions_loss: 443.9481 - logcount_predictions_loss: 0.5981 370/2566 [===>..........................] - ETA: 5:04 - loss: 456.9216 - logits_profile_predictions_loss: 443.9409 - logcount_predictions_loss: 0.5982 371/2566 [===>..........................] - ETA: 5:04 - loss: 456.9156 - logits_profile_predictions_loss: 443.9337 - logcount_predictions_loss: 0.5982 372/2566 [===>..........................] - ETA: 5:03 - loss: 456.9091 - logits_profile_predictions_loss: 443.9260 - logcount_predictions_loss: 0.5983 373/2566 [===>..........................] - ETA: 5:03 - loss: 456.9026 - logits_profile_predictions_loss: 443.9182 - logcount_predictions_loss: 0.5984 374/2566 [===>..........................] - ETA: 5:03 - loss: 456.8961 - logits_profile_predictions_loss: 443.9106 - logcount_predictions_loss: 0.5984 375/2566 [===>..........................] - ETA: 5:03 - loss: 456.8897 - logits_profile_predictions_loss: 443.9030 - logcount_predictions_loss: 0.5985 376/2566 [===>..........................] - ETA: 5:03 - loss: 456.8837 - logits_profile_predictions_loss: 443.8958 - logcount_predictions_loss: 0.5985 377/2566 [===>..........................] - ETA: 5:03 - loss: 456.8776 - logits_profile_predictions_loss: 443.8886 - logcount_predictions_loss: 0.5986 378/2566 [===>..........................] - ETA: 5:03 - loss: 456.8718 - logits_profile_predictions_loss: 443.8817 - logcount_predictions_loss: 0.5986 379/2566 [===>..........................] - ETA: 5:02 - loss: 456.8657 - logits_profile_predictions_loss: 443.8744 - logcount_predictions_loss: 0.5987 380/2566 [===>..........................] - ETA: 5:02 - loss: 456.8592 - logits_profile_predictions_loss: 443.8668 - logcount_predictions_loss: 0.5987 381/2566 [===>..........................] - ETA: 5:02 - loss: 456.8532 - logits_profile_predictions_loss: 443.8596 - logcount_predictions_loss: 0.5988 382/2566 [===>..........................] - ETA: 5:02 - loss: 456.8472 - logits_profile_predictions_loss: 443.8526 - logcount_predictions_loss: 0.5988 383/2566 [===>..........................] - ETA: 5:02 - loss: 456.8413 - logits_profile_predictions_loss: 443.8456 - logcount_predictions_loss: 0.5989 384/2566 [===>..........................] - ETA: 5:02 - loss: 456.8351 - logits_profile_predictions_loss: 443.8384 - logcount_predictions_loss: 0.5989 385/2566 [===>..........................] - ETA: 5:02 - loss: 456.8291 - logits_profile_predictions_loss: 443.8313 - logcount_predictions_loss: 0.5990 386/2566 [===>..........................] - ETA: 5:02 - loss: 456.8229 - logits_profile_predictions_loss: 443.8241 - logcount_predictions_loss: 0.5990 387/2566 [===>..........................] - ETA: 5:01 - loss: 456.8165 - logits_profile_predictions_loss: 443.8166 - logcount_predictions_loss: 0.5991 388/2566 [===>..........................] - ETA: 5:01 - loss: 456.8104 - logits_profile_predictions_loss: 443.8094 - logcount_predictions_loss: 0.5991 389/2566 [===>..........................] - ETA: 5:01 - loss: 456.8046 - 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logits_profile_predictions_loss: 443.7110 - logcount_predictions_loss: 0.5998 403/2566 [===>..........................] - ETA: 4:59 - loss: 456.7200 - logits_profile_predictions_loss: 443.7040 - logcount_predictions_loss: 0.5998 404/2566 [===>..........................] - ETA: 4:59 - loss: 456.7141 - logits_profile_predictions_loss: 443.6973 - logcount_predictions_loss: 0.5999 405/2566 [===>..........................] - ETA: 4:59 - loss: 456.7082 - logits_profile_predictions_loss: 443.6904 - logcount_predictions_loss: 0.5999 406/2566 [===>..........................] - ETA: 4:59 - loss: 456.7021 - logits_profile_predictions_loss: 443.6835 - logcount_predictions_loss: 0.5999 407/2566 [===>..........................] - ETA: 4:59 - loss: 456.6960 - logits_profile_predictions_loss: 443.6764 - logcount_predictions_loss: 0.6000 408/2566 [===>..........................] - ETA: 4:58 - loss: 456.6898 - logits_profile_predictions_loss: 443.6693 - logcount_predictions_loss: 0.6000 409/2566 [===>..........................] - ETA: 4:58 - loss: 456.6837 - logits_profile_predictions_loss: 443.6623 - logcount_predictions_loss: 0.6001 410/2566 [===>..........................] - ETA: 4:58 - loss: 456.6778 - logits_profile_predictions_loss: 443.6555 - logcount_predictions_loss: 0.6001 411/2566 [===>..........................] - ETA: 4:58 - loss: 456.6720 - logits_profile_predictions_loss: 443.6489 - logcount_predictions_loss: 0.6001 412/2566 [===>..........................] - ETA: 4:58 - loss: 456.6662 - logits_profile_predictions_loss: 443.6421 - logcount_predictions_loss: 0.6002 413/2566 [===>..........................] - ETA: 4:58 - loss: 456.6601 - logits_profile_predictions_loss: 443.6351 - logcount_predictions_loss: 0.6002 414/2566 [===>..........................] - ETA: 4:58 - loss: 456.6548 - logits_profile_predictions_loss: 443.6289 - logcount_predictions_loss: 0.6003 415/2566 [===>..........................] - ETA: 4:57 - loss: 456.6496 - logits_profile_predictions_loss: 443.6228 - logcount_predictions_loss: 0.6003 416/2566 [===>..........................] - ETA: 4:57 - loss: 456.6444 - logits_profile_predictions_loss: 443.6168 - logcount_predictions_loss: 0.6004 417/2566 [===>..........................] - ETA: 4:57 - loss: 456.6394 - logits_profile_predictions_loss: 443.6110 - logcount_predictions_loss: 0.6004 418/2566 [===>..........................] - ETA: 4:57 - loss: 456.6347 - logits_profile_predictions_loss: 443.6055 - logcount_predictions_loss: 0.6004 419/2566 [===>..........................] - ETA: 4:57 - loss: 456.6302 - logits_profile_predictions_loss: 443.6001 - logcount_predictions_loss: 0.6005 420/2566 [===>..........................] - ETA: 4:57 - loss: 456.6257 - logits_profile_predictions_loss: 443.5949 - logcount_predictions_loss: 0.6005 421/2566 [===>..........................] - ETA: 4:57 - loss: 456.6215 - logits_profile_predictions_loss: 443.5897 - logcount_predictions_loss: 0.6005 422/2566 [===>..........................] - ETA: 4:57 - loss: 456.6171 - logits_profile_predictions_loss: 443.5845 - logcount_predictions_loss: 0.6006 423/2566 [===>..........................] - ETA: 4:56 - loss: 456.6124 - logits_profile_predictions_loss: 443.5791 - logcount_predictions_loss: 0.6006 424/2566 [===>..........................] - ETA: 4:56 - loss: 456.6076 - logits_profile_predictions_loss: 443.5736 - logcount_predictions_loss: 0.6006 425/2566 [===>..........................] - ETA: 4:56 - loss: 456.6028 - logits_profile_predictions_loss: 443.5680 - logcount_predictions_loss: 0.6007 426/2566 [===>..........................] - ETA: 4:56 - loss: 456.5976 - logits_profile_predictions_loss: 443.5620 - logcount_predictions_loss: 0.6007 427/2566 [===>..........................] - ETA: 4:56 - loss: 456.5928 - logits_profile_predictions_loss: 443.5564 - logcount_predictions_loss: 0.6008 428/2566 [====>.........................] - ETA: 4:56 - loss: 456.5878 - logits_profile_predictions_loss: 443.5507 - logcount_predictions_loss: 0.6008 429/2566 [====>.........................] - ETA: 4:56 - loss: 456.5832 - logits_profile_predictions_loss: 443.5454 - logcount_predictions_loss: 0.6008 430/2566 [====>.........................] - ETA: 4:55 - loss: 456.5785 - logits_profile_predictions_loss: 443.5400 - logcount_predictions_loss: 0.6009 431/2566 [====>.........................] - ETA: 4:55 - loss: 456.5735 - logits_profile_predictions_loss: 443.5343 - logcount_predictions_loss: 0.6009 432/2566 [====>.........................] - ETA: 4:55 - loss: 456.5684 - logits_profile_predictions_loss: 443.5285 - logcount_predictions_loss: 0.6009 433/2566 [====>.........................] - ETA: 4:55 - loss: 456.5634 - logits_profile_predictions_loss: 443.5228 - logcount_predictions_loss: 0.6010 434/2566 [====>.........................] - ETA: 4:55 - loss: 456.5588 - logits_profile_predictions_loss: 443.5174 - logcount_predictions_loss: 0.6010 435/2566 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442.0230 - logcount_predictions_loss: 0.6174 2530/2566 [============================>.] - ETA: 4s - loss: 455.4210 - logits_profile_predictions_loss: 442.0235 - logcount_predictions_loss: 0.6174 2531/2566 [============================>.] - ETA: 4s - loss: 455.4215 - logits_profile_predictions_loss: 442.0240 - logcount_predictions_loss: 0.6174 2532/2566 [============================>.] - ETA: 4s - loss: 455.4220 - logits_profile_predictions_loss: 442.0245 - logcount_predictions_loss: 0.6174 2533/2566 [============================>.] - ETA: 4s - loss: 455.4225 - logits_profile_predictions_loss: 442.0249 - logcount_predictions_loss: 0.6174 2534/2566 [============================>.] - ETA: 4s - loss: 455.4230 - logits_profile_predictions_loss: 442.0254 - logcount_predictions_loss: 0.6174 2535/2566 [============================>.] - ETA: 4s - loss: 455.4235 - logits_profile_predictions_loss: 442.0259 - logcount_predictions_loss: 0.6174 2536/2566 [============================>.] - ETA: 4s - 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2543/2566 [============================>.] - ETA: 3s - loss: 455.4278 - logits_profile_predictions_loss: 442.0299 - logcount_predictions_loss: 0.6174 2544/2566 [============================>.] - ETA: 3s - loss: 455.4284 - logits_profile_predictions_loss: 442.0304 - logcount_predictions_loss: 0.6174 2545/2566 [============================>.] - ETA: 2s - loss: 455.4289 - logits_profile_predictions_loss: 442.0309 - logcount_predictions_loss: 0.6174 2546/2566 [============================>.] - ETA: 2s - loss: 455.4294 - logits_profile_predictions_loss: 442.0314 - logcount_predictions_loss: 0.6174 2547/2566 [============================>.] - ETA: 2s - loss: 455.4300 - logits_profile_predictions_loss: 442.0320 - logcount_predictions_loss: 0.6174 2548/2566 [============================>.] - ETA: 2s - loss: 455.4305 - logits_profile_predictions_loss: 442.0325 - logcount_predictions_loss: 0.6174 2549/2566 [============================>.] - ETA: 2s - loss: 455.4311 - logits_profile_predictions_loss: 442.0330 - logcount_predictions_loss: 0.6174 2550/2566 [============================>.] - ETA: 2s - loss: 455.4316 - logits_profile_predictions_loss: 442.0335 - logcount_predictions_loss: 0.6174 2551/2566 [============================>.] - ETA: 2s - loss: 455.4322 - logits_profile_predictions_loss: 442.0340 - logcount_predictions_loss: 0.6174 2552/2566 [============================>.] - ETA: 1s - loss: 455.4327 - logits_profile_predictions_loss: 442.0346 - logcount_predictions_loss: 0.6174 2553/2566 [============================>.] - ETA: 1s - loss: 455.4333 - logits_profile_predictions_loss: 442.0351 - logcount_predictions_loss: 0.6174 2554/2566 [============================>.] - ETA: 1s - loss: 455.4338 - logits_profile_predictions_loss: 442.0356 - logcount_predictions_loss: 0.6174 2555/2566 [============================>.] - ETA: 1s - loss: 455.4343 - logits_profile_predictions_loss: 442.0361 - logcount_predictions_loss: 0.6174 2556/2566 [============================>.] - ETA: 1s - loss: 455.4348 - logits_profile_predictions_loss: 442.0366 - logcount_predictions_loss: 0.6174 2557/2566 [============================>.] - ETA: 1s - loss: 455.4354 - logits_profile_predictions_loss: 442.0370 - logcount_predictions_loss: 0.6174 2558/2566 [============================>.] - ETA: 1s - loss: 455.4359 - logits_profile_predictions_loss: 442.0375 - logcount_predictions_loss: 0.6174 2559/2566 [============================>.] - ETA: 0s - loss: 455.4364 - logits_profile_predictions_loss: 442.0380 - logcount_predictions_loss: 0.6174 2560/2566 [============================>.] - ETA: 0s - loss: 455.4369 - logits_profile_predictions_loss: 442.0385 - logcount_predictions_loss: 0.6174 2561/2566 [============================>.] - ETA: 0s - loss: 455.4374 - logits_profile_predictions_loss: 442.0390 - logcount_predictions_loss: 0.6174 2562/2566 [============================>.] - ETA: 0s - loss: 455.4379 - logits_profile_predictions_loss: 442.0395 - logcount_predictions_loss: 0.6174 2563/2566 [============================>.] - ETA: 0s - loss: 455.4385 - logits_profile_predictions_loss: 442.0400 - logcount_predictions_loss: 0.6174 2564/2566 [============================>.] - ETA: 0s - loss: 455.4390 - logits_profile_predictions_loss: 442.0405 - logcount_predictions_loss: 0.6174 2565/2566 [============================>.] - ETA: 0s - loss: 455.4395 - logits_profile_predictions_loss: 442.0409 - logcount_predictions_loss: 0.6174 2566/2566 [==============================] - ETA: 0s - loss: 455.4400 - logits_profile_predictions_loss: 442.0414 - logcount_predictions_loss: 0.6174 2566/2566 [==============================] - 371s 145ms/step - loss: 455.4405 - logits_profile_predictions_loss: 442.0419 - logcount_predictions_loss: 0.6174 - val_loss: 496.2802 - val_logits_profile_predictions_loss: 477.9482 - val_logcount_predictions_loss: 0.8448 Epoch 00011: val_loss did not improve from 495.74289 Epoch 12/50 1/2566 [..............................] - ETA: 7:07 - loss: 441.2523 - logits_profile_predictions_loss: 427.5262 - logcount_predictions_loss: 0.6325 2/2566 [..............................] - ETA: 6:17 - loss: 449.9843 - logits_profile_predictions_loss: 436.3733 - logcount_predictions_loss: 0.6272 3/2566 [..............................] - ETA: 6:05 - loss: 446.8421 - logits_profile_predictions_loss: 432.9477 - logcount_predictions_loss: 0.6403 4/2566 [..............................] - ETA: 6:01 - loss: 444.6959 - logits_profile_predictions_loss: 430.9524 - logcount_predictions_loss: 0.6333 5/2566 [..............................] - ETA: 6:00 - loss: 443.8378 - logits_profile_predictions_loss: 430.2252 - logcount_predictions_loss: 0.6273 6/2566 [..............................] - ETA: 5:59 - loss: 443.2316 - logits_profile_predictions_loss: 429.5615 - logcount_predictions_loss: 0.6300 7/2566 [..............................] - ETA: 5:58 - loss: 442.2516 - logits_profile_predictions_loss: 428.5023 - logcount_predictions_loss: 0.6336 8/2566 [..............................] - ETA: 5:57 - loss: 441.0688 - logits_profile_predictions_loss: 427.3387 - logcount_predictions_loss: 0.6327 9/2566 [..............................] - ETA: 5:56 - loss: 440.7413 - logits_profile_predictions_loss: 427.0826 - logcount_predictions_loss: 0.6294 10/2566 [..............................] - ETA: 5:56 - loss: 440.8126 - logits_profile_predictions_loss: 427.2415 - logcount_predictions_loss: 0.6254 11/2566 [..............................] - ETA: 5:55 - loss: 441.6595 - logits_profile_predictions_loss: 428.1931 - logcount_predictions_loss: 0.6206 12/2566 [..............................] - ETA: 5:55 - loss: 442.3485 - logits_profile_predictions_loss: 428.9649 - logcount_predictions_loss: 0.6168 13/2566 [..............................] - ETA: 5:55 - loss: 443.1424 - logits_profile_predictions_loss: 429.8026 - logcount_predictions_loss: 0.6147 14/2566 [..............................] - ETA: 5:54 - loss: 443.6771 - logits_profile_predictions_loss: 430.3725 - logcount_predictions_loss: 0.6131 15/2566 [..............................] - ETA: 5:54 - loss: 444.2184 - logits_profile_predictions_loss: 430.9438 - logcount_predictions_loss: 0.6117 16/2566 [..............................] - ETA: 5:54 - loss: 444.9001 - logits_profile_predictions_loss: 431.6568 - logcount_predictions_loss: 0.6103 17/2566 [..............................] - ETA: 5:54 - loss: 445.5812 - logits_profile_predictions_loss: 432.3828 - logcount_predictions_loss: 0.6082 18/2566 [..............................] - ETA: 5:53 - loss: 446.2430 - logits_profile_predictions_loss: 433.0687 - logcount_predictions_loss: 0.6071 19/2566 [..............................] - ETA: 5:53 - loss: 446.6924 - logits_profile_predictions_loss: 433.5243 - logcount_predictions_loss: 0.6068 20/2566 [..............................] - ETA: 5:53 - loss: 447.1973 - logits_profile_predictions_loss: 434.0434 - logcount_predictions_loss: 0.6062 21/2566 [..............................] - ETA: 5:53 - loss: 447.7481 - logits_profile_predictions_loss: 434.6126 - logcount_predictions_loss: 0.6053 22/2566 [..............................] - ETA: 5:53 - loss: 448.2537 - logits_profile_predictions_loss: 435.1266 - logcount_predictions_loss: 0.6049 23/2566 [..............................] - ETA: 5:52 - loss: 448.7767 - logits_profile_predictions_loss: 435.6562 - logcount_predictions_loss: 0.6046 24/2566 [..............................] - ETA: 5:52 - loss: 449.2657 - logits_profile_predictions_loss: 436.1571 - logcount_predictions_loss: 0.6041 25/2566 [..............................] - ETA: 5:52 - loss: 449.7568 - logits_profile_predictions_loss: 436.6654 - logcount_predictions_loss: 0.6033 26/2566 [..............................] - ETA: 5:52 - loss: 450.1999 - logits_profile_predictions_loss: 437.1203 - logcount_predictions_loss: 0.6027 27/2566 [..............................] - ETA: 5:52 - loss: 450.4965 - logits_profile_predictions_loss: 437.4272 - logcount_predictions_loss: 0.6023 28/2566 [..............................] - ETA: 5:52 - loss: 450.8180 - logits_profile_predictions_loss: 437.7593 - logcount_predictions_loss: 0.6018 29/2566 [..............................] - ETA: 5:51 - loss: 451.1540 - logits_profile_predictions_loss: 438.1026 - logcount_predictions_loss: 0.6014 30/2566 [..............................] - ETA: 5:51 - loss: 451.4484 - logits_profile_predictions_loss: 438.4047 - logcount_predictions_loss: 0.6011 31/2566 [..............................] - ETA: 5:51 - loss: 451.6782 - logits_profile_predictions_loss: 438.6428 - logcount_predictions_loss: 0.6007 32/2566 [..............................] - ETA: 5:51 - loss: 451.9315 - logits_profile_predictions_loss: 438.9047 - logcount_predictions_loss: 0.6003 33/2566 [..............................] - ETA: 5:51 - loss: 452.1235 - logits_profile_predictions_loss: 439.1046 - logcount_predictions_loss: 0.5999 34/2566 [..............................] - ETA: 5:51 - loss: 452.2978 - logits_profile_predictions_loss: 439.2904 - logcount_predictions_loss: 0.5994 35/2566 [..............................] - ETA: 5:50 - loss: 452.4602 - logits_profile_predictions_loss: 439.4643 - logcount_predictions_loss: 0.5989 36/2566 [..............................] - ETA: 5:50 - loss: 452.5905 - logits_profile_predictions_loss: 439.6073 - logcount_predictions_loss: 0.5983 37/2566 [..............................] - ETA: 5:50 - loss: 452.6966 - logits_profile_predictions_loss: 439.7266 - logcount_predictions_loss: 0.5977 38/2566 [..............................] - ETA: 5:50 - loss: 452.7651 - logits_profile_predictions_loss: 439.8098 - logcount_predictions_loss: 0.5970 39/2566 [..............................] - ETA: 5:50 - loss: 452.8065 - logits_profile_predictions_loss: 439.8644 - logcount_predictions_loss: 0.5964 40/2566 [..............................] - ETA: 5:50 - loss: 452.8137 - logits_profile_predictions_loss: 439.8868 - logcount_predictions_loss: 0.5957 41/2566 [..............................] - ETA: 5:49 - loss: 452.8341 - logits_profile_predictions_loss: 439.9216 - logcount_predictions_loss: 0.5950 42/2566 [..............................] - ETA: 5:49 - loss: 452.8574 - logits_profile_predictions_loss: 439.9575 - logcount_predictions_loss: 0.5945 43/2566 [..............................] - ETA: 5:49 - loss: 452.8513 - logits_profile_predictions_loss: 439.9645 - logcount_predictions_loss: 0.5939 44/2566 [..............................] - ETA: 5:49 - loss: 452.8494 - logits_profile_predictions_loss: 439.9776 - logcount_predictions_loss: 0.5932 45/2566 [..............................] - ETA: 5:49 - loss: 452.8560 - logits_profile_predictions_loss: 440.0005 - logcount_predictions_loss: 0.5924 46/2566 [..............................] - ETA: 5:49 - loss: 452.8885 - logits_profile_predictions_loss: 440.0489 - logcount_predictions_loss: 0.5917 47/2566 [..............................] - ETA: 5:49 - loss: 452.9375 - logits_profile_predictions_loss: 440.1114 - logcount_predictions_loss: 0.5911 48/2566 [..............................] - ETA: 5:48 - loss: 453.0050 - logits_profile_predictions_loss: 440.1942 - logcount_predictions_loss: 0.5904 49/2566 [..............................] - ETA: 5:48 - loss: 453.0706 - logits_profile_predictions_loss: 440.2754 - logcount_predictions_loss: 0.5896 50/2566 [..............................] - ETA: 5:48 - loss: 453.1172 - logits_profile_predictions_loss: 440.3378 - logcount_predictions_loss: 0.5889 51/2566 [..............................] - ETA: 5:48 - loss: 453.1873 - logits_profile_predictions_loss: 440.4252 - logcount_predictions_loss: 0.5881 52/2566 [..............................] - ETA: 5:48 - loss: 453.2750 - logits_profile_predictions_loss: 440.5282 - logcount_predictions_loss: 0.5874 53/2566 [..............................] - ETA: 5:48 - loss: 453.3476 - logits_profile_predictions_loss: 440.6147 - logcount_predictions_loss: 0.5868 54/2566 [..............................] - ETA: 5:47 - loss: 453.4126 - logits_profile_predictions_loss: 440.6924 - logcount_predictions_loss: 0.5862 55/2566 [..............................] - ETA: 5:47 - loss: 453.4943 - logits_profile_predictions_loss: 440.7867 - logcount_predictions_loss: 0.5856 56/2566 [..............................] - ETA: 5:47 - loss: 453.5887 - logits_profile_predictions_loss: 440.8930 - logcount_predictions_loss: 0.5851 57/2566 [..............................] - ETA: 5:47 - loss: 453.6929 - logits_profile_predictions_loss: 441.0082 - logcount_predictions_loss: 0.5845 58/2566 [..............................] - ETA: 5:47 - loss: 453.7996 - logits_profile_predictions_loss: 441.1241 - logcount_predictions_loss: 0.5841 59/2566 [..............................] - ETA: 5:47 - loss: 453.9008 - logits_profile_predictions_loss: 441.2343 - logcount_predictions_loss: 0.5837 60/2566 [..............................] - ETA: 5:47 - loss: 454.0277 - logits_profile_predictions_loss: 441.3695 - logcount_predictions_loss: 0.5833 61/2566 [..............................] - ETA: 5:47 - loss: 454.1372 - logits_profile_predictions_loss: 441.4867 - logcount_predictions_loss: 0.5830 62/2566 [..............................] - ETA: 5:46 - loss: 454.2314 - logits_profile_predictions_loss: 441.5886 - logcount_predictions_loss: 0.5826 63/2566 [..............................] - ETA: 5:46 - loss: 454.3099 - logits_profile_predictions_loss: 441.6750 - logcount_predictions_loss: 0.5823 64/2566 [..............................] - ETA: 5:46 - loss: 454.3809 - logits_profile_predictions_loss: 441.7544 - logcount_predictions_loss: 0.5819 65/2566 [..............................] - ETA: 5:46 - loss: 454.4534 - logits_profile_predictions_loss: 441.8346 - logcount_predictions_loss: 0.5815 66/2566 [..............................] - ETA: 5:46 - loss: 454.5256 - logits_profile_predictions_loss: 441.9147 - logcount_predictions_loss: 0.5811 67/2566 [..............................] - ETA: 5:46 - loss: 454.5975 - logits_profile_predictions_loss: 441.9943 - logcount_predictions_loss: 0.5808 68/2566 [..............................] - ETA: 5:45 - loss: 454.6877 - logits_profile_predictions_loss: 442.0921 - logcount_predictions_loss: 0.5804 69/2566 [..............................] - ETA: 5:45 - loss: 454.7550 - logits_profile_predictions_loss: 442.1671 - logcount_predictions_loss: 0.5801 70/2566 [..............................] - ETA: 5:45 - loss: 454.8075 - logits_profile_predictions_loss: 442.2270 - logcount_predictions_loss: 0.5797 71/2566 [..............................] - ETA: 5:45 - loss: 454.8490 - logits_profile_predictions_loss: 442.2760 - logcount_predictions_loss: 0.5794 72/2566 [..............................] - ETA: 5:45 - loss: 454.8859 - logits_profile_predictions_loss: 442.3191 - logcount_predictions_loss: 0.5791 73/2566 [..............................] - ETA: 5:45 - loss: 454.9204 - logits_profile_predictions_loss: 442.3589 - logcount_predictions_loss: 0.5789 74/2566 [..............................] - ETA: 5:45 - loss: 454.9475 - logits_profile_predictions_loss: 442.3909 - logcount_predictions_loss: 0.5786 75/2566 [..............................] - ETA: 5:44 - loss: 454.9741 - logits_profile_predictions_loss: 442.4226 - logcount_predictions_loss: 0.5784 76/2566 [..............................] - ETA: 5:44 - loss: 454.9947 - logits_profile_predictions_loss: 442.4476 - logcount_predictions_loss: 0.5782 77/2566 [..............................] - ETA: 5:44 - loss: 455.0242 - logits_profile_predictions_loss: 442.4822 - logcount_predictions_loss: 0.5780 78/2566 [..............................] - ETA: 5:44 - loss: 455.0416 - logits_profile_predictions_loss: 442.5039 - logcount_predictions_loss: 0.5778 79/2566 [..............................] - ETA: 5:44 - loss: 455.0530 - logits_profile_predictions_loss: 442.5193 - logcount_predictions_loss: 0.5776 80/2566 [..............................] - ETA: 5:44 - loss: 455.0638 - logits_profile_predictions_loss: 442.5339 - logcount_predictions_loss: 0.5774 81/2566 [..............................] - ETA: 5:44 - loss: 455.0820 - logits_profile_predictions_loss: 442.5554 - logcount_predictions_loss: 0.5773 82/2566 [..............................] - ETA: 5:44 - loss: 455.1000 - logits_profile_predictions_loss: 442.5771 - logcount_predictions_loss: 0.5771 83/2566 [..............................] - ETA: 5:43 - loss: 455.1169 - logits_profile_predictions_loss: 442.5976 - logcount_predictions_loss: 0.5769 84/2566 [..............................] - ETA: 5:43 - loss: 455.1250 - logits_profile_predictions_loss: 442.6091 - logcount_predictions_loss: 0.5768 85/2566 [..............................] - ETA: 5:43 - loss: 455.1265 - logits_profile_predictions_loss: 442.6148 - logcount_predictions_loss: 0.5766 86/2566 [>.............................] - ETA: 5:43 - loss: 455.1275 - logits_profile_predictions_loss: 442.6201 - logcount_predictions_loss: 0.5764 87/2566 [>.............................] - ETA: 5:43 - loss: 455.1297 - logits_profile_predictions_loss: 442.6263 - logcount_predictions_loss: 0.5762 88/2566 [>.............................] - ETA: 5:43 - loss: 455.1316 - logits_profile_predictions_loss: 442.6321 - logcount_predictions_loss: 0.5760 89/2566 [>.............................] - ETA: 5:43 - loss: 455.1247 - logits_profile_predictions_loss: 442.6286 - logcount_predictions_loss: 0.5759 90/2566 [>.............................] - ETA: 5:42 - loss: 455.1229 - logits_profile_predictions_loss: 442.6304 - logcount_predictions_loss: 0.5757 91/2566 [>.............................] - ETA: 5:42 - loss: 455.1223 - logits_profile_predictions_loss: 442.6337 - logcount_predictions_loss: 0.5755 92/2566 [>.............................] - ETA: 5:42 - loss: 455.1216 - logits_profile_predictions_loss: 442.6371 - logcount_predictions_loss: 0.5753 93/2566 [>.............................] - ETA: 5:42 - loss: 455.1200 - logits_profile_predictions_loss: 442.6397 - logcount_predictions_loss: 0.5751 94/2566 [>.............................] - ETA: 5:42 - loss: 455.1142 - logits_profile_predictions_loss: 442.6386 - logcount_predictions_loss: 0.5749 95/2566 [>.............................] - ETA: 5:42 - loss: 455.1087 - logits_profile_predictions_loss: 442.6376 - logcount_predictions_loss: 0.5747 96/2566 [>.............................] - ETA: 5:42 - loss: 455.0994 - logits_profile_predictions_loss: 442.6326 - logcount_predictions_loss: 0.5745 97/2566 [>.............................] - ETA: 5:41 - loss: 455.0785 - logits_profile_predictions_loss: 442.6157 - logcount_predictions_loss: 0.5743 98/2566 [>.............................] - ETA: 5:41 - loss: 455.0620 - logits_profile_predictions_loss: 442.6031 - logcount_predictions_loss: 0.5741 99/2566 [>.............................] - ETA: 5:41 - loss: 455.0443 - logits_profile_predictions_loss: 442.5891 - logcount_predictions_loss: 0.5740 100/2566 [>.............................] - ETA: 5:41 - 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logits_profile_predictions_loss: 439.5547 - logcount_predictions_loss: 0.5726 387/2566 [===>..........................] - ETA: 5:01 - loss: 451.9744 - logits_profile_predictions_loss: 439.5490 - logcount_predictions_loss: 0.5726 388/2566 [===>..........................] - ETA: 5:01 - loss: 451.9688 - logits_profile_predictions_loss: 439.5434 - logcount_predictions_loss: 0.5726 389/2566 [===>..........................] - ETA: 5:01 - loss: 451.9633 - logits_profile_predictions_loss: 439.5379 - logcount_predictions_loss: 0.5726 390/2566 [===>..........................] - ETA: 5:01 - loss: 451.9581 - logits_profile_predictions_loss: 439.5327 - logcount_predictions_loss: 0.5726 391/2566 [===>..........................] - ETA: 5:01 - loss: 451.9524 - logits_profile_predictions_loss: 439.5270 - logcount_predictions_loss: 0.5726 392/2566 [===>..........................] - ETA: 5:01 - loss: 451.9469 - logits_profile_predictions_loss: 439.5214 - logcount_predictions_loss: 0.5726 393/2566 [===>..........................] - ETA: 5:00 - loss: 451.9418 - logits_profile_predictions_loss: 439.5162 - logcount_predictions_loss: 0.5726 394/2566 [===>..........................] - ETA: 5:00 - loss: 451.9370 - logits_profile_predictions_loss: 439.5112 - logcount_predictions_loss: 0.5726 395/2566 [===>..........................] - ETA: 5:00 - loss: 451.9324 - logits_profile_predictions_loss: 439.5065 - logcount_predictions_loss: 0.5726 396/2566 [===>..........................] - ETA: 5:00 - loss: 451.9278 - logits_profile_predictions_loss: 439.5017 - logcount_predictions_loss: 0.5726 397/2566 [===>..........................] - ETA: 5:00 - loss: 451.9233 - logits_profile_predictions_loss: 439.4970 - logcount_predictions_loss: 0.5726 398/2566 [===>..........................] - ETA: 5:00 - loss: 451.9188 - logits_profile_predictions_loss: 439.4921 - logcount_predictions_loss: 0.5727 399/2566 [===>..........................] - ETA: 5:00 - loss: 451.9140 - logits_profile_predictions_loss: 439.4871 - logcount_predictions_loss: 0.5727 400/2566 [===>..........................] - ETA: 4:59 - loss: 451.9091 - logits_profile_predictions_loss: 439.4819 - logcount_predictions_loss: 0.5727 401/2566 [===>..........................] - ETA: 4:59 - loss: 451.9043 - logits_profile_predictions_loss: 439.4767 - logcount_predictions_loss: 0.5727 402/2566 [===>..........................] - ETA: 4:59 - loss: 451.8995 - logits_profile_predictions_loss: 439.4716 - logcount_predictions_loss: 0.5727 403/2566 [===>..........................] - ETA: 4:59 - loss: 451.8951 - logits_profile_predictions_loss: 439.4669 - logcount_predictions_loss: 0.5727 404/2566 [===>..........................] - ETA: 4:59 - loss: 451.8908 - logits_profile_predictions_loss: 439.4622 - logcount_predictions_loss: 0.5727 405/2566 [===>..........................] - ETA: 4:59 - loss: 451.8867 - logits_profile_predictions_loss: 439.4578 - logcount_predictions_loss: 0.5728 406/2566 [===>..........................] - ETA: 4:59 - loss: 451.8827 - logits_profile_predictions_loss: 439.4534 - logcount_predictions_loss: 0.5728 407/2566 [===>..........................] - ETA: 4:58 - loss: 451.8787 - logits_profile_predictions_loss: 439.4491 - logcount_predictions_loss: 0.5728 408/2566 [===>..........................] - ETA: 4:58 - loss: 451.8744 - logits_profile_predictions_loss: 439.4445 - logcount_predictions_loss: 0.5728 409/2566 [===>..........................] - ETA: 4:58 - loss: 451.8703 - logits_profile_predictions_loss: 439.4401 - logcount_predictions_loss: 0.5728 410/2566 [===>..........................] - ETA: 4:58 - loss: 451.8662 - logits_profile_predictions_loss: 439.4357 - logcount_predictions_loss: 0.5728 411/2566 [===>..........................] - ETA: 4:58 - loss: 451.8625 - logits_profile_predictions_loss: 439.4318 - logcount_predictions_loss: 0.5728 412/2566 [===>..........................] - ETA: 4:58 - loss: 451.8589 - logits_profile_predictions_loss: 439.4278 - logcount_predictions_loss: 0.5729 413/2566 [===>..........................] - ETA: 4:58 - loss: 451.8553 - logits_profile_predictions_loss: 439.4240 - logcount_predictions_loss: 0.5729 414/2566 [===>..........................] - ETA: 4:57 - loss: 451.8518 - logits_profile_predictions_loss: 439.4202 - logcount_predictions_loss: 0.5729 415/2566 [===>..........................] - ETA: 4:57 - loss: 451.8487 - logits_profile_predictions_loss: 439.4169 - logcount_predictions_loss: 0.5729 416/2566 [===>..........................] - ETA: 4:57 - loss: 451.8457 - logits_profile_predictions_loss: 439.4136 - logcount_predictions_loss: 0.5729 417/2566 [===>..........................] - ETA: 4:57 - loss: 451.8425 - logits_profile_predictions_loss: 439.4100 - logcount_predictions_loss: 0.5729 418/2566 [===>..........................] - ETA: 4:57 - loss: 451.8396 - logits_profile_predictions_loss: 439.4069 - logcount_predictions_loss: 0.5729 419/2566 [===>..........................] - ETA: 4:57 - loss: 451.8371 - logits_profile_predictions_loss: 439.4041 - logcount_predictions_loss: 0.5729 420/2566 [===>..........................] - ETA: 4:57 - loss: 451.8342 - logits_profile_predictions_loss: 439.4010 - logcount_predictions_loss: 0.5730 421/2566 [===>..........................] - ETA: 4:57 - loss: 451.8308 - logits_profile_predictions_loss: 439.3973 - logcount_predictions_loss: 0.5730 422/2566 [===>..........................] - ETA: 4:56 - loss: 451.8278 - logits_profile_predictions_loss: 439.3940 - logcount_predictions_loss: 0.5730 423/2566 [===>..........................] - ETA: 4:56 - loss: 451.8249 - logits_profile_predictions_loss: 439.3909 - logcount_predictions_loss: 0.5730 424/2566 [===>..........................] - ETA: 4:56 - loss: 451.8222 - logits_profile_predictions_loss: 439.3880 - logcount_predictions_loss: 0.5730 425/2566 [===>..........................] - ETA: 4:56 - loss: 451.8196 - logits_profile_predictions_loss: 439.3852 - logcount_predictions_loss: 0.5730 426/2566 [===>..........................] - ETA: 4:56 - loss: 451.8168 - logits_profile_predictions_loss: 439.3822 - logcount_predictions_loss: 0.5730 427/2566 [===>..........................] - ETA: 4:56 - loss: 451.8143 - logits_profile_predictions_loss: 439.3794 - logcount_predictions_loss: 0.5730 428/2566 [====>.........................] - ETA: 4:56 - loss: 451.8116 - logits_profile_predictions_loss: 439.3766 - logcount_predictions_loss: 0.5730 429/2566 [====>.........................] - ETA: 4:55 - loss: 451.8086 - logits_profile_predictions_loss: 439.3734 - logcount_predictions_loss: 0.5730 430/2566 [====>.........................] - ETA: 4:55 - loss: 451.8057 - logits_profile_predictions_loss: 439.3703 - logcount_predictions_loss: 0.5731 431/2566 [====>.........................] - ETA: 4:55 - loss: 451.8029 - logits_profile_predictions_loss: 439.3673 - logcount_predictions_loss: 0.5731 432/2566 [====>.........................] - ETA: 4:55 - loss: 451.7999 - logits_profile_predictions_loss: 439.3642 - logcount_predictions_loss: 0.5731 433/2566 [====>.........................] - ETA: 4:55 - loss: 451.7972 - logits_profile_predictions_loss: 439.3612 - logcount_predictions_loss: 0.5731 434/2566 [====>.........................] - ETA: 4:55 - loss: 451.7948 - logits_profile_predictions_loss: 439.3586 - logcount_predictions_loss: 0.5731 435/2566 [====>.........................] - ETA: 4:55 - loss: 451.7926 - logits_profile_predictions_loss: 439.3563 - logcount_predictions_loss: 0.5731 436/2566 [====>.........................] - ETA: 4:54 - loss: 451.7903 - logits_profile_predictions_loss: 439.3537 - logcount_predictions_loss: 0.5731 437/2566 [====>.........................] - ETA: 4:54 - loss: 451.7882 - logits_profile_predictions_loss: 439.3515 - logcount_predictions_loss: 0.5731 438/2566 [====>.........................] - ETA: 4:54 - loss: 451.7867 - logits_profile_predictions_loss: 439.3497 - logcount_predictions_loss: 0.5731 439/2566 [====>.........................] - ETA: 4:54 - loss: 451.7849 - logits_profile_predictions_loss: 439.3478 - logcount_predictions_loss: 0.5731 440/2566 [====>.........................] - ETA: 4:54 - loss: 451.7826 - logits_profile_predictions_loss: 439.3452 - logcount_predictions_loss: 0.5731 441/2566 [====>.........................] - ETA: 4:54 - loss: 451.7803 - logits_profile_predictions_loss: 439.3427 - logcount_predictions_loss: 0.5732 443/2566 [====>.........................] - ETA: 4:53 - loss: 451.7759 - logits_profile_predictions_loss: 439.3379 - logcount_predictions_loss: 0.5732 444/2566 [====>.........................] - ETA: 4:53 - loss: 451.7742 - logits_profile_predictions_loss: 439.3360 - logcount_predictions_loss: 0.5732 445/2566 [====>.........................] - ETA: 4:53 - loss: 451.7726 - logits_profile_predictions_loss: 439.3343 - logcount_predictions_loss: 0.5732 446/2566 [====>.........................] - ETA: 4:53 - loss: 451.7710 - logits_profile_predictions_loss: 439.3324 - logcount_predictions_loss: 0.5732 447/2566 [====>.........................] - ETA: 4:53 - loss: 451.7695 - logits_profile_predictions_loss: 439.3307 - logcount_predictions_loss: 0.5732 448/2566 [====>.........................] - ETA: 4:52 - loss: 451.7682 - logits_profile_predictions_loss: 439.3292 - logcount_predictions_loss: 0.5732 449/2566 [====>.........................] - ETA: 4:52 - loss: 451.7670 - logits_profile_predictions_loss: 439.3278 - logcount_predictions_loss: 0.5732 450/2566 [====>.........................] - ETA: 4:52 - loss: 451.7660 - logits_profile_predictions_loss: 439.3266 - logcount_predictions_loss: 0.5732 451/2566 [====>.........................] - ETA: 4:52 - loss: 451.7650 - logits_profile_predictions_loss: 439.3253 - logcount_predictions_loss: 0.5733 452/2566 [====>.........................] - ETA: 4:52 - loss: 451.7636 - logits_profile_predictions_loss: 439.3238 - logcount_predictions_loss: 0.5733 453/2566 [====>.........................] - ETA: 4:52 - loss: 451.7619 - logits_profile_predictions_loss: 439.3219 - logcount_predictions_loss: 0.5733 454/2566 [====>.........................] - ETA: 4:52 - loss: 451.7602 - logits_profile_predictions_loss: 439.3200 - logcount_predictions_loss: 0.5733 455/2566 [====>.........................] - ETA: 4:51 - loss: 451.7582 - logits_profile_predictions_loss: 439.3179 - logcount_predictions_loss: 0.5733 456/2566 [====>.........................] - ETA: 4:51 - loss: 451.7564 - logits_profile_predictions_loss: 439.3158 - logcount_predictions_loss: 0.5733 457/2566 [====>.........................] - ETA: 4:51 - loss: 451.7545 - logits_profile_predictions_loss: 439.3136 - logcount_predictions_loss: 0.5733 458/2566 [====>.........................] - ETA: 4:51 - loss: 451.7526 - logits_profile_predictions_loss: 439.3115 - logcount_predictions_loss: 0.5733 459/2566 [====>.........................] - ETA: 4:51 - loss: 451.7507 - logits_profile_predictions_loss: 439.3094 - logcount_predictions_loss: 0.5733 460/2566 [====>.........................] - ETA: 4:51 - loss: 451.7491 - logits_profile_predictions_loss: 439.3075 - logcount_predictions_loss: 0.5733 461/2566 [====>.........................] - ETA: 4:51 - loss: 451.7473 - logits_profile_predictions_loss: 439.3055 - logcount_predictions_loss: 0.5733 462/2566 [====>.........................] - ETA: 4:50 - loss: 451.7456 - logits_profile_predictions_loss: 439.3036 - logcount_predictions_loss: 0.5734 463/2566 [====>.........................] - ETA: 4:50 - loss: 451.7436 - logits_profile_predictions_loss: 439.3014 - logcount_predictions_loss: 0.5734 464/2566 [====>.........................] - ETA: 4:50 - loss: 451.7419 - logits_profile_predictions_loss: 439.2995 - logcount_predictions_loss: 0.5734 465/2566 [====>.........................] - ETA: 4:50 - loss: 451.7401 - logits_profile_predictions_loss: 439.2975 - logcount_predictions_loss: 0.5734 466/2566 [====>.........................] - ETA: 4:50 - loss: 451.7383 - logits_profile_predictions_loss: 439.2955 - logcount_predictions_loss: 0.5734 467/2566 [====>.........................] - ETA: 4:50 - loss: 451.7364 - logits_profile_predictions_loss: 439.2934 - logcount_predictions_loss: 0.5734 468/2566 [====>.........................] - ETA: 4:50 - loss: 451.7345 - logits_profile_predictions_loss: 439.2913 - logcount_predictions_loss: 0.5734 469/2566 [====>.........................] - ETA: 4:50 - loss: 451.7325 - logits_profile_predictions_loss: 439.2891 - logcount_predictions_loss: 0.5734 470/2566 [====>.........................] - ETA: 4:49 - loss: 451.7307 - logits_profile_predictions_loss: 439.2871 - logcount_predictions_loss: 0.5734 471/2566 [====>.........................] - ETA: 4:49 - loss: 451.7289 - logits_profile_predictions_loss: 439.2851 - logcount_predictions_loss: 0.5734 472/2566 [====>.........................] - ETA: 4:49 - loss: 451.7268 - logits_profile_predictions_loss: 439.2829 - logcount_predictions_loss: 0.5734 473/2566 [====>.........................] - ETA: 4:49 - loss: 451.7250 - logits_profile_predictions_loss: 439.2809 - logcount_predictions_loss: 0.5735 474/2566 [====>.........................] - ETA: 4:49 - loss: 451.7232 - logits_profile_predictions_loss: 439.2789 - logcount_predictions_loss: 0.5735 475/2566 [====>.........................] - ETA: 4:49 - loss: 451.7217 - logits_profile_predictions_loss: 439.2771 - logcount_predictions_loss: 0.5735 476/2566 [====>.........................] - ETA: 4:49 - loss: 451.7204 - logits_profile_predictions_loss: 439.2756 - logcount_predictions_loss: 0.5735 477/2566 [====>.........................] - ETA: 4:48 - loss: 451.7187 - logits_profile_predictions_loss: 439.2737 - logcount_predictions_loss: 0.5735 478/2566 [====>.........................] - ETA: 4:48 - loss: 451.7172 - logits_profile_predictions_loss: 439.2719 - logcount_predictions_loss: 0.5735 479/2566 [====>.........................] - ETA: 4:48 - loss: 451.7157 - logits_profile_predictions_loss: 439.2702 - logcount_predictions_loss: 0.5735 480/2566 [====>.........................] - ETA: 4:48 - loss: 451.7142 - logits_profile_predictions_loss: 439.2685 - logcount_predictions_loss: 0.5735 481/2566 [====>.........................] - ETA: 4:48 - loss: 451.7126 - logits_profile_predictions_loss: 439.2667 - logcount_predictions_loss: 0.5735 482/2566 [====>.........................] - ETA: 4:48 - loss: 451.7109 - logits_profile_predictions_loss: 439.2648 - logcount_predictions_loss: 0.5736 483/2566 [====>.........................] - ETA: 4:48 - loss: 451.7093 - logits_profile_predictions_loss: 439.2629 - logcount_predictions_loss: 0.5736 484/2566 [====>.........................] - ETA: 4:47 - loss: 451.7079 - logits_profile_predictions_loss: 439.2612 - logcount_predictions_loss: 0.5736 485/2566 [====>.........................] - ETA: 4:47 - loss: 451.7064 - logits_profile_predictions_loss: 439.2596 - logcount_predictions_loss: 0.5736 486/2566 [====>.........................] - ETA: 4:47 - loss: 451.7049 - logits_profile_predictions_loss: 439.2578 - logcount_predictions_loss: 0.5736 487/2566 [====>.........................] - ETA: 4:47 - loss: 451.7034 - logits_profile_predictions_loss: 439.2561 - logcount_predictions_loss: 0.5736 488/2566 [====>.........................] - ETA: 4:47 - loss: 451.7020 - logits_profile_predictions_loss: 439.2544 - logcount_predictions_loss: 0.5736 489/2566 [====>.........................] - ETA: 4:47 - loss: 451.7005 - logits_profile_predictions_loss: 439.2527 - logcount_predictions_loss: 0.5736 490/2566 [====>.........................] - ETA: 4:47 - loss: 451.6993 - logits_profile_predictions_loss: 439.2512 - logcount_predictions_loss: 0.5736 491/2566 [====>.........................] - ETA: 4:46 - loss: 451.6978 - logits_profile_predictions_loss: 439.2495 - logcount_predictions_loss: 0.5736 492/2566 [====>.........................] - ETA: 4:46 - loss: 451.6963 - logits_profile_predictions_loss: 439.2478 - logcount_predictions_loss: 0.5737 493/2566 [====>.........................] - ETA: 4:46 - loss: 451.6949 - logits_profile_predictions_loss: 439.2462 - logcount_predictions_loss: 0.5737 494/2566 [====>.........................] - ETA: 4:46 - loss: 451.6933 - logits_profile_predictions_loss: 439.2444 - logcount_predictions_loss: 0.5737 495/2566 [====>.........................] - ETA: 4:46 - loss: 451.6920 - logits_profile_predictions_loss: 439.2429 - logcount_predictions_loss: 0.5737 496/2566 [====>.........................] - ETA: 4:46 - loss: 451.6906 - logits_profile_predictions_loss: 439.2413 - logcount_predictions_loss: 0.5737 497/2566 [====>.........................] - ETA: 4:46 - loss: 451.6897 - logits_profile_predictions_loss: 439.2402 - logcount_predictions_loss: 0.5737 498/2566 [====>.........................] - ETA: 4:46 - loss: 451.6887 - logits_profile_predictions_loss: 439.2391 - logcount_predictions_loss: 0.5737 499/2566 [====>.........................] - ETA: 4:45 - loss: 451.6879 - logits_profile_predictions_loss: 439.2380 - logcount_predictions_loss: 0.5737 500/2566 [====>.........................] - ETA: 4:45 - loss: 451.6871 - logits_profile_predictions_loss: 439.2370 - logcount_predictions_loss: 0.5737 501/2566 [====>.........................] - ETA: 4:45 - loss: 451.6864 - logits_profile_predictions_loss: 439.2361 - logcount_predictions_loss: 0.5737 502/2566 [====>.........................] - ETA: 4:45 - loss: 451.6854 - logits_profile_predictions_loss: 439.2349 - logcount_predictions_loss: 0.5737 503/2566 [====>.........................] - ETA: 4:45 - loss: 451.6843 - logits_profile_predictions_loss: 439.2337 - logcount_predictions_loss: 0.5738 504/2566 [====>.........................] - ETA: 4:45 - loss: 451.6835 - logits_profile_predictions_loss: 439.2326 - logcount_predictions_loss: 0.5738 505/2566 [====>.........................] - ETA: 4:45 - loss: 451.6828 - logits_profile_predictions_loss: 439.2317 - logcount_predictions_loss: 0.5738 506/2566 [====>.........................] - ETA: 4:44 - loss: 451.6820 - logits_profile_predictions_loss: 439.2308 - logcount_predictions_loss: 0.5738 507/2566 [====>.........................] - ETA: 4:44 - loss: 451.6815 - logits_profile_predictions_loss: 439.2300 - logcount_predictions_loss: 0.5738 508/2566 [====>.........................] - ETA: 4:44 - loss: 451.6810 - logits_profile_predictions_loss: 439.2293 - logcount_predictions_loss: 0.5738 509/2566 [====>.........................] - ETA: 4:44 - loss: 451.6802 - logits_profile_predictions_loss: 439.2283 - logcount_predictions_loss: 0.5738 510/2566 [====>.........................] - ETA: 4:44 - loss: 451.6792 - logits_profile_predictions_loss: 439.2271 - logcount_predictions_loss: 0.5738 511/2566 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[============================>.] - ETA: 10s - loss: 452.6508 - logits_profile_predictions_loss: 439.9756 - logcount_predictions_loss: 0.5841 2488/2566 [============================>.] - ETA: 10s - loss: 452.6514 - logits_profile_predictions_loss: 439.9762 - logcount_predictions_loss: 0.5841 2489/2566 [============================>.] - ETA: 10s - loss: 452.6520 - logits_profile_predictions_loss: 439.9767 - logcount_predictions_loss: 0.5841 2490/2566 [============================>.] - ETA: 10s - loss: 452.6527 - logits_profile_predictions_loss: 439.9773 - logcount_predictions_loss: 0.5841 2491/2566 [============================>.] - ETA: 10s - loss: 452.6533 - logits_profile_predictions_loss: 439.9779 - logcount_predictions_loss: 0.5841 2492/2566 [============================>.] - ETA: 10s - loss: 452.6539 - logits_profile_predictions_loss: 439.9784 - logcount_predictions_loss: 0.5841 2493/2566 [============================>.] - ETA: 10s - loss: 452.6545 - 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[============================>.] - ETA: 4s - loss: 452.6780 - logits_profile_predictions_loss: 440.0010 - logcount_predictions_loss: 0.5842 2534/2566 [============================>.] - ETA: 4s - loss: 452.6786 - logits_profile_predictions_loss: 440.0015 - logcount_predictions_loss: 0.5842 2535/2566 [============================>.] - ETA: 4s - loss: 452.6793 - logits_profile_predictions_loss: 440.0021 - logcount_predictions_loss: 0.5842 2536/2566 [============================>.] - ETA: 4s - loss: 452.6798 - logits_profile_predictions_loss: 440.0026 - logcount_predictions_loss: 0.5842 2537/2566 [============================>.] - ETA: 4s - loss: 452.6804 - logits_profile_predictions_loss: 440.0032 - logcount_predictions_loss: 0.5842 2538/2566 [============================>.] - ETA: 3s - loss: 452.6810 - logits_profile_predictions_loss: 440.0037 - logcount_predictions_loss: 0.5842 2539/2566 [============================>.] - ETA: 3s - loss: 452.6816 - logits_profile_predictions_loss: 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logits_profile_predictions_loss: 440.0153 - logcount_predictions_loss: 0.5843 2560/2566 [============================>.] - ETA: 0s - loss: 452.6940 - logits_profile_predictions_loss: 440.0158 - logcount_predictions_loss: 0.5843 2561/2566 [============================>.] - ETA: 0s - loss: 452.6946 - logits_profile_predictions_loss: 440.0164 - logcount_predictions_loss: 0.5843 2562/2566 [============================>.] - ETA: 0s - loss: 452.6952 - logits_profile_predictions_loss: 440.0170 - logcount_predictions_loss: 0.5843 2563/2566 [============================>.] - ETA: 0s - loss: 452.6958 - logits_profile_predictions_loss: 440.0175 - logcount_predictions_loss: 0.5843 2564/2566 [============================>.] - ETA: 0s - loss: 452.6964 - logits_profile_predictions_loss: 440.0181 - logcount_predictions_loss: 0.5843 2565/2566 [============================>.] - ETA: 0s - loss: 452.6970 - logits_profile_predictions_loss: 440.0187 - logcount_predictions_loss: 0.5843 2566/2566 [==============================] - ETA: 0s - loss: 452.6976 - logits_profile_predictions_loss: 440.0192 - logcount_predictions_loss: 0.5843 2566/2566 [==============================] - 371s 145ms/step - loss: 452.6983 - logits_profile_predictions_loss: 440.0198 - logcount_predictions_loss: 0.5843 - val_loss: 497.1710 - val_logits_profile_predictions_loss: 478.8581 - val_logcount_predictions_loss: 0.8439 Epoch 00012: val_loss did not improve from 495.74289 Epoch 13/50 1/2566 [..............................] - ETA: 7:04 - loss: 548.4840 - logits_profile_predictions_loss: 536.7840 - logcount_predictions_loss: 0.5392 2/2566 [..............................] - ETA: 6:21 - loss: 544.2805 - logits_profile_predictions_loss: 532.4603 - logcount_predictions_loss: 0.5447 3/2566 [..............................] - ETA: 6:08 - loss: 523.3716 - logits_profile_predictions_loss: 511.5382 - logcount_predictions_loss: 0.5453 4/2566 [..............................] - ETA: 6:03 - loss: 509.6316 - logits_profile_predictions_loss: 497.9451 - logcount_predictions_loss: 0.5386 5/2566 [..............................] - ETA: 6:01 - loss: 499.0020 - logits_profile_predictions_loss: 487.4033 - logcount_predictions_loss: 0.5345 6/2566 [..............................] - ETA: 6:00 - loss: 493.6307 - logits_profile_predictions_loss: 482.0546 - logcount_predictions_loss: 0.5335 7/2566 [..............................] - ETA: 5:59 - loss: 489.5487 - logits_profile_predictions_loss: 477.9966 - logcount_predictions_loss: 0.5324 8/2566 [..............................] - ETA: 5:58 - loss: 486.7584 - logits_profile_predictions_loss: 475.2398 - logcount_predictions_loss: 0.5308 9/2566 [..............................] - ETA: 5:57 - loss: 483.8231 - logits_profile_predictions_loss: 472.3625 - logcount_predictions_loss: 0.5281 10/2566 [..............................] - ETA: 5:56 - loss: 481.7193 - logits_profile_predictions_loss: 470.3639 - logcount_predictions_loss: 0.5233 11/2566 [..............................] - ETA: 5:56 - loss: 480.1069 - logits_profile_predictions_loss: 468.8642 - logcount_predictions_loss: 0.5181 12/2566 [..............................] - ETA: 5:55 - loss: 479.2262 - logits_profile_predictions_loss: 468.0851 - logcount_predictions_loss: 0.5134 13/2566 [..............................] - ETA: 5:55 - loss: 478.3298 - logits_profile_predictions_loss: 467.2474 - logcount_predictions_loss: 0.5107 14/2566 [..............................] - ETA: 5:55 - loss: 477.5021 - logits_profile_predictions_loss: 466.4600 - logcount_predictions_loss: 0.5089 15/2566 [..............................] - ETA: 5:54 - loss: 476.7472 - logits_profile_predictions_loss: 465.7492 - logcount_predictions_loss: 0.5068 16/2566 [..............................] - ETA: 5:54 - loss: 475.9171 - logits_profile_predictions_loss: 464.9499 - logcount_predictions_loss: 0.5054 17/2566 [..............................] - ETA: 5:54 - loss: 475.1190 - logits_profile_predictions_loss: 464.1810 - logcount_predictions_loss: 0.5041 18/2566 [..............................] - ETA: 5:54 - loss: 474.3656 - logits_profile_predictions_loss: 463.4511 - logcount_predictions_loss: 0.5030 19/2566 [..............................] - ETA: 5:53 - loss: 473.6191 - logits_profile_predictions_loss: 462.7223 - logcount_predictions_loss: 0.5022 20/2566 [..............................] - ETA: 5:53 - loss: 472.8030 - logits_profile_predictions_loss: 461.9170 - logcount_predictions_loss: 0.5017 21/2566 [..............................] - ETA: 5:53 - loss: 472.0450 - logits_profile_predictions_loss: 461.1741 - logcount_predictions_loss: 0.5010 22/2566 [..............................] - ETA: 5:53 - loss: 471.3431 - logits_profile_predictions_loss: 460.4764 - logcount_predictions_loss: 0.5008 23/2566 [..............................] - ETA: 5:52 - loss: 470.5961 - logits_profile_predictions_loss: 459.7301 - logcount_predictions_loss: 0.5007 24/2566 [..............................] - ETA: 5:52 - 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[===>..........................] - ETA: 5:01 - loss: 448.9053 - logits_profile_predictions_loss: 437.6568 - logcount_predictions_loss: 0.5184 385/2566 [===>..........................] - ETA: 5:01 - loss: 448.9000 - logits_profile_predictions_loss: 437.6519 - logcount_predictions_loss: 0.5183 386/2566 [===>..........................] - ETA: 5:01 - loss: 448.8948 - logits_profile_predictions_loss: 437.6472 - logcount_predictions_loss: 0.5183 387/2566 [===>..........................] - ETA: 5:01 - loss: 448.8895 - logits_profile_predictions_loss: 437.6423 - logcount_predictions_loss: 0.5183 388/2566 [===>..........................] - ETA: 5:01 - loss: 448.8839 - logits_profile_predictions_loss: 437.6372 - logcount_predictions_loss: 0.5183 389/2566 [===>..........................] - ETA: 5:00 - loss: 448.8781 - logits_profile_predictions_loss: 437.6318 - logcount_predictions_loss: 0.5183 390/2566 [===>..........................] - ETA: 5:00 - loss: 448.8718 - 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logits_profile_predictions_loss: 437.5010 - logcount_predictions_loss: 0.5177 417/2566 [===>..........................] - ETA: 4:57 - loss: 448.7297 - logits_profile_predictions_loss: 437.4964 - logcount_predictions_loss: 0.5177 418/2566 [===>..........................] - ETA: 4:56 - loss: 448.7245 - logits_profile_predictions_loss: 437.4916 - logcount_predictions_loss: 0.5176 419/2566 [===>..........................] - ETA: 4:56 - loss: 448.7192 - logits_profile_predictions_loss: 437.4868 - logcount_predictions_loss: 0.5176 420/2566 [===>..........................] - ETA: 4:56 - loss: 448.7140 - logits_profile_predictions_loss: 437.4820 - logcount_predictions_loss: 0.5176 421/2566 [===>..........................] - ETA: 4:56 - loss: 448.7090 - logits_profile_predictions_loss: 437.4774 - logcount_predictions_loss: 0.5176 422/2566 [===>..........................] - ETA: 4:56 - loss: 448.7042 - logits_profile_predictions_loss: 437.4731 - logcount_predictions_loss: 0.5176 423/2566 [===>..........................] - ETA: 4:56 - loss: 448.6995 - logits_profile_predictions_loss: 437.4689 - logcount_predictions_loss: 0.5175 424/2566 [===>..........................] - ETA: 4:56 - loss: 448.6954 - logits_profile_predictions_loss: 437.4653 - logcount_predictions_loss: 0.5175 425/2566 [===>..........................] - ETA: 4:55 - loss: 448.6915 - logits_profile_predictions_loss: 437.4619 - logcount_predictions_loss: 0.5175 426/2566 [===>..........................] - ETA: 4:55 - loss: 448.6872 - logits_profile_predictions_loss: 437.4580 - logcount_predictions_loss: 0.5175 427/2566 [===>..........................] - ETA: 4:55 - loss: 448.6830 - logits_profile_predictions_loss: 437.4543 - logcount_predictions_loss: 0.5174 428/2566 [====>.........................] - ETA: 4:55 - loss: 448.6786 - logits_profile_predictions_loss: 437.4504 - logcount_predictions_loss: 0.5174 429/2566 [====>.........................] - ETA: 4:55 - loss: 448.6742 - logits_profile_predictions_loss: 437.4465 - logcount_predictions_loss: 0.5174 430/2566 [====>.........................] - ETA: 4:55 - loss: 448.6698 - logits_profile_predictions_loss: 437.4425 - logcount_predictions_loss: 0.5174 431/2566 [====>.........................] - ETA: 4:55 - loss: 448.6655 - logits_profile_predictions_loss: 437.4388 - logcount_predictions_loss: 0.5174 432/2566 [====>.........................] - ETA: 4:55 - loss: 448.6611 - logits_profile_predictions_loss: 437.4349 - logcount_predictions_loss: 0.5173 433/2566 [====>.........................] - ETA: 4:54 - loss: 448.6567 - logits_profile_predictions_loss: 437.4311 - logcount_predictions_loss: 0.5173 434/2566 [====>.........................] - ETA: 4:54 - loss: 448.6527 - logits_profile_predictions_loss: 437.4275 - logcount_predictions_loss: 0.5173 435/2566 [====>.........................] - ETA: 4:54 - loss: 448.6484 - logits_profile_predictions_loss: 437.4238 - logcount_predictions_loss: 0.5173 436/2566 [====>.........................] - ETA: 4:54 - loss: 448.6439 - logits_profile_predictions_loss: 437.4198 - logcount_predictions_loss: 0.5172 437/2566 [====>.........................] - ETA: 4:54 - loss: 448.6394 - logits_profile_predictions_loss: 437.4158 - logcount_predictions_loss: 0.5172 438/2566 [====>.........................] - ETA: 4:54 - loss: 448.6349 - logits_profile_predictions_loss: 437.4118 - logcount_predictions_loss: 0.5172 439/2566 [====>.........................] - ETA: 4:54 - loss: 448.6309 - logits_profile_predictions_loss: 437.4082 - logcount_predictions_loss: 0.5172 440/2566 [====>.........................] - ETA: 4:53 - loss: 448.6271 - logits_profile_predictions_loss: 437.4049 - logcount_predictions_loss: 0.5171 441/2566 [====>.........................] - ETA: 4:53 - loss: 448.6231 - logits_profile_predictions_loss: 437.4014 - logcount_predictions_loss: 0.5171 442/2566 [====>.........................] - ETA: 4:53 - loss: 448.6191 - logits_profile_predictions_loss: 437.3979 - logcount_predictions_loss: 0.5171 443/2566 [====>.........................] - ETA: 4:53 - loss: 448.6151 - logits_profile_predictions_loss: 437.3944 - logcount_predictions_loss: 0.5171 444/2566 [====>.........................] - ETA: 4:53 - loss: 448.6112 - logits_profile_predictions_loss: 437.3910 - logcount_predictions_loss: 0.5171 445/2566 [====>.........................] - ETA: 4:53 - loss: 448.6072 - logits_profile_predictions_loss: 437.3875 - logcount_predictions_loss: 0.5170 446/2566 [====>.........................] - ETA: 4:53 - loss: 448.6034 - logits_profile_predictions_loss: 437.3842 - logcount_predictions_loss: 0.5170 447/2566 [====>.........................] - ETA: 4:52 - loss: 448.5994 - logits_profile_predictions_loss: 437.3807 - logcount_predictions_loss: 0.5170 448/2566 [====>.........................] - ETA: 4:52 - loss: 448.5955 - logits_profile_predictions_loss: 437.3773 - logcount_predictions_loss: 0.5170 449/2566 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2543/2566 [============================>.] - ETA: 3s - loss: 446.1686 - logits_profile_predictions_loss: 435.3920 - logcount_predictions_loss: 0.4966 2544/2566 [============================>.] - ETA: 3s - loss: 446.1682 - logits_profile_predictions_loss: 435.3917 - logcount_predictions_loss: 0.4966 2545/2566 [============================>.] - ETA: 2s - loss: 446.1678 - logits_profile_predictions_loss: 435.3914 - logcount_predictions_loss: 0.4966 2546/2566 [============================>.] - ETA: 2s - loss: 446.1674 - logits_profile_predictions_loss: 435.3911 - logcount_predictions_loss: 0.4966 2547/2566 [============================>.] - ETA: 2s - loss: 446.1670 - logits_profile_predictions_loss: 435.3907 - logcount_predictions_loss: 0.4966 2548/2566 [============================>.] - ETA: 2s - loss: 446.1665 - logits_profile_predictions_loss: 435.3904 - logcount_predictions_loss: 0.4966 2549/2566 [============================>.] - ETA: 2s - loss: 446.1661 - logits_profile_predictions_loss: 435.3901 - logcount_predictions_loss: 0.4966 2550/2566 [============================>.] - ETA: 2s - loss: 446.1657 - logits_profile_predictions_loss: 435.3898 - logcount_predictions_loss: 0.4966 2551/2566 [============================>.] - ETA: 2s - loss: 446.1652 - logits_profile_predictions_loss: 435.3895 - logcount_predictions_loss: 0.4966 2552/2566 [============================>.] - ETA: 1s - loss: 446.1648 - logits_profile_predictions_loss: 435.3892 - logcount_predictions_loss: 0.4966 2553/2566 [============================>.] - ETA: 1s - loss: 446.1644 - logits_profile_predictions_loss: 435.3888 - logcount_predictions_loss: 0.4966 2554/2566 [============================>.] - ETA: 1s - loss: 446.1640 - logits_profile_predictions_loss: 435.3885 - logcount_predictions_loss: 0.4966 2555/2566 [============================>.] - ETA: 1s - loss: 446.1635 - logits_profile_predictions_loss: 435.3882 - logcount_predictions_loss: 0.4966 2556/2566 [============================>.] - ETA: 1s - loss: 446.1631 - logits_profile_predictions_loss: 435.3879 - logcount_predictions_loss: 0.4965 2557/2566 [============================>.] - ETA: 1s - loss: 446.1627 - logits_profile_predictions_loss: 435.3876 - logcount_predictions_loss: 0.4965 2558/2566 [============================>.] - ETA: 1s - loss: 446.1623 - logits_profile_predictions_loss: 435.3873 - logcount_predictions_loss: 0.4965 2559/2566 [============================>.] - ETA: 0s - loss: 446.1619 - logits_profile_predictions_loss: 435.3870 - logcount_predictions_loss: 0.4965 2560/2566 [============================>.] - ETA: 0s - loss: 446.1615 - logits_profile_predictions_loss: 435.3867 - logcount_predictions_loss: 0.4965 2561/2566 [============================>.] - ETA: 0s - loss: 446.1611 - logits_profile_predictions_loss: 435.3864 - logcount_predictions_loss: 0.4965 2562/2566 [============================>.] - ETA: 0s - loss: 446.1607 - logits_profile_predictions_loss: 435.3862 - logcount_predictions_loss: 0.4965 2563/2566 [============================>.] - ETA: 0s - loss: 446.1603 - logits_profile_predictions_loss: 435.3859 - logcount_predictions_loss: 0.4965 2564/2566 [============================>.] - ETA: 0s - loss: 446.1599 - logits_profile_predictions_loss: 435.3856 - logcount_predictions_loss: 0.4965 2565/2566 [============================>.] - ETA: 0s - loss: 446.1595 - logits_profile_predictions_loss: 435.3853 - logcount_predictions_loss: 0.4965 2566/2566 [==============================] - ETA: 0s - loss: 446.1591 - logits_profile_predictions_loss: 435.3850 - logcount_predictions_loss: 0.4965 2566/2566 [==============================] - 371s 145ms/step - loss: 446.1587 - logits_profile_predictions_loss: 435.3847 - logcount_predictions_loss: 0.4965 - val_loss: 496.2330 - val_logits_profile_predictions_loss: 477.2232 - val_logcount_predictions_loss: 0.8760 Epoch 00013: val_loss did not improve from 495.74289 Epoch 14/50 1/2566 [..............................] - ETA: 7:09 - loss: 428.6108 - logits_profile_predictions_loss: 419.8749 - logcount_predictions_loss: 0.4026 2/2566 [..............................] - ETA: 6:27 - loss: 424.9524 - logits_profile_predictions_loss: 415.7817 - logcount_predictions_loss: 0.4226 3/2566 [..............................] - ETA: 6:11 - loss: 428.7697 - logits_profile_predictions_loss: 419.6108 - logcount_predictions_loss: 0.4221 4/2566 [..............................] - ETA: 6:05 - loss: 430.5114 - logits_profile_predictions_loss: 421.4775 - logcount_predictions_loss: 0.4163 5/2566 [..............................] - ETA: 6:02 - loss: 432.9130 - logits_profile_predictions_loss: 423.9679 - logcount_predictions_loss: 0.4122 6/2566 [..............................] - ETA: 6:00 - loss: 434.9586 - logits_profile_predictions_loss: 425.9649 - logcount_predictions_loss: 0.4145 7/2566 [..............................] - ETA: 5:59 - loss: 434.8859 - logits_profile_predictions_loss: 425.7801 - logcount_predictions_loss: 0.4196 8/2566 [..............................] - ETA: 5:58 - loss: 434.6270 - logits_profile_predictions_loss: 425.4211 - logcount_predictions_loss: 0.4242 9/2566 [..............................] - ETA: 5:57 - loss: 434.3994 - logits_profile_predictions_loss: 425.1364 - logcount_predictions_loss: 0.4269 10/2566 [..............................] - ETA: 5:57 - loss: 434.4557 - logits_profile_predictions_loss: 425.0978 - logcount_predictions_loss: 0.4312 11/2566 [..............................] - ETA: 5:56 - loss: 434.4798 - logits_profile_predictions_loss: 425.0563 - logcount_predictions_loss: 0.4343 12/2566 [..............................] - ETA: 5:56 - loss: 434.4176 - logits_profile_predictions_loss: 424.9569 - logcount_predictions_loss: 0.4360 13/2566 [..............................] - ETA: 5:56 - loss: 434.4713 - logits_profile_predictions_loss: 424.9748 - logcount_predictions_loss: 0.4376 14/2566 [..............................] - ETA: 5:55 - loss: 434.4109 - logits_profile_predictions_loss: 424.8999 - logcount_predictions_loss: 0.4383 15/2566 [..............................] - ETA: 5:55 - loss: 434.1152 - logits_profile_predictions_loss: 424.5683 - logcount_predictions_loss: 0.4399 16/2566 [..............................] - ETA: 5:55 - loss: 434.2224 - logits_profile_predictions_loss: 424.6462 - logcount_predictions_loss: 0.4413 17/2566 [..............................] - ETA: 5:54 - loss: 434.5301 - logits_profile_predictions_loss: 424.9343 - logcount_predictions_loss: 0.4422 18/2566 [..............................] - ETA: 5:54 - loss: 434.8856 - logits_profile_predictions_loss: 425.2845 - logcount_predictions_loss: 0.4424 19/2566 [..............................] - ETA: 5:54 - loss: 435.3890 - logits_profile_predictions_loss: 425.7654 - logcount_predictions_loss: 0.4435 20/2566 [..............................] - ETA: 5:54 - loss: 435.7982 - logits_profile_predictions_loss: 426.1618 - logcount_predictions_loss: 0.4441 21/2566 [..............................] - ETA: 5:53 - loss: 436.1740 - logits_profile_predictions_loss: 426.5255 - logcount_predictions_loss: 0.4446 22/2566 [..............................] - ETA: 5:53 - loss: 436.4458 - logits_profile_predictions_loss: 426.7929 - logcount_predictions_loss: 0.4448 23/2566 [..............................] - ETA: 5:53 - loss: 436.6800 - logits_profile_predictions_loss: 427.0144 - logcount_predictions_loss: 0.4454 24/2566 [..............................] - ETA: 5:53 - loss: 436.8888 - logits_profile_predictions_loss: 427.2095 - logcount_predictions_loss: 0.4461 25/2566 [..............................] - ETA: 5:53 - loss: 437.0815 - logits_profile_predictions_loss: 427.3955 - logcount_predictions_loss: 0.4464 26/2566 [..............................] - ETA: 5:53 - loss: 437.3265 - logits_profile_predictions_loss: 427.6279 - logcount_predictions_loss: 0.4469 27/2566 [..............................] - ETA: 5:52 - loss: 437.6138 - logits_profile_predictions_loss: 427.9067 - logcount_predictions_loss: 0.4473 28/2566 [..............................] - ETA: 5:52 - loss: 437.8810 - logits_profile_predictions_loss: 428.1661 - logcount_predictions_loss: 0.4477 29/2566 [..............................] - ETA: 5:52 - loss: 438.1018 - logits_profile_predictions_loss: 428.3807 - logcount_predictions_loss: 0.4480 30/2566 [..............................] - ETA: 5:52 - loss: 438.2901 - logits_profile_predictions_loss: 428.5616 - logcount_predictions_loss: 0.4483 31/2566 [..............................] - ETA: 5:52 - loss: 438.4621 - logits_profile_predictions_loss: 428.7272 - logcount_predictions_loss: 0.4486 32/2566 [..............................] - ETA: 5:51 - loss: 438.6348 - logits_profile_predictions_loss: 428.8933 - logcount_predictions_loss: 0.4489 33/2566 [..............................] - ETA: 5:51 - loss: 438.8232 - logits_profile_predictions_loss: 429.0747 - logcount_predictions_loss: 0.4492 34/2566 [..............................] - ETA: 5:51 - loss: 439.0065 - logits_profile_predictions_loss: 429.2535 - logcount_predictions_loss: 0.4494 35/2566 [..............................] - ETA: 5:51 - loss: 439.1272 - logits_profile_predictions_loss: 429.3686 - logcount_predictions_loss: 0.4497 36/2566 [..............................] - ETA: 5:51 - loss: 439.2048 - logits_profile_predictions_loss: 429.4429 - logcount_predictions_loss: 0.4499 37/2566 [..............................] - ETA: 5:51 - loss: 439.3409 - logits_profile_predictions_loss: 429.5753 - logcount_predictions_loss: 0.4500 38/2566 [..............................] - ETA: 5:50 - loss: 439.4442 - logits_profile_predictions_loss: 429.6726 - logcount_predictions_loss: 0.4503 39/2566 [..............................] - ETA: 5:50 - loss: 439.5258 - logits_profile_predictions_loss: 429.7474 - logcount_predictions_loss: 0.4506 40/2566 [..............................] - ETA: 5:50 - loss: 439.6034 - logits_profile_predictions_loss: 429.8206 - logcount_predictions_loss: 0.4508 41/2566 [..............................] - ETA: 5:50 - loss: 439.6946 - logits_profile_predictions_loss: 429.9084 - logcount_predictions_loss: 0.4510 42/2566 [..............................] - ETA: 5:50 - loss: 439.7595 - logits_profile_predictions_loss: 429.9701 - logcount_predictions_loss: 0.4511 43/2566 [..............................] - ETA: 5:50 - loss: 439.8044 - logits_profile_predictions_loss: 430.0121 - logcount_predictions_loss: 0.4513 44/2566 [..............................] - ETA: 5:50 - loss: 439.8334 - logits_profile_predictions_loss: 430.0397 - logcount_predictions_loss: 0.4513 45/2566 [..............................] - ETA: 5:49 - loss: 439.8599 - logits_profile_predictions_loss: 430.0641 - logcount_predictions_loss: 0.4514 46/2566 [..............................] - ETA: 5:49 - loss: 439.8717 - logits_profile_predictions_loss: 430.0740 - logcount_predictions_loss: 0.4515 47/2566 [..............................] - ETA: 5:49 - loss: 439.8737 - logits_profile_predictions_loss: 430.0705 - logcount_predictions_loss: 0.4518 48/2566 [..............................] - ETA: 5:49 - loss: 439.8757 - logits_profile_predictions_loss: 430.0677 - logcount_predictions_loss: 0.4520 49/2566 [..............................] - ETA: 5:49 - loss: 439.8952 - logits_profile_predictions_loss: 430.0836 - logcount_predictions_loss: 0.4521 50/2566 [..............................] - ETA: 5:49 - loss: 439.9039 - logits_profile_predictions_loss: 430.0885 - logcount_predictions_loss: 0.4523 51/2566 [..............................] - ETA: 5:48 - loss: 439.9294 - logits_profile_predictions_loss: 430.1111 - logcount_predictions_loss: 0.4525 52/2566 [..............................] - ETA: 5:48 - loss: 439.9804 - logits_profile_predictions_loss: 430.1605 - logcount_predictions_loss: 0.4525 53/2566 [..............................] - ETA: 5:48 - loss: 440.0206 - logits_profile_predictions_loss: 430.1993 - logcount_predictions_loss: 0.4526 54/2566 [..............................] - ETA: 5:48 - loss: 440.0580 - logits_profile_predictions_loss: 430.2361 - logcount_predictions_loss: 0.4526 55/2566 [..............................] - ETA: 5:48 - loss: 440.1029 - logits_profile_predictions_loss: 430.2807 - logcount_predictions_loss: 0.4526 56/2566 [..............................] - ETA: 5:48 - loss: 440.1398 - logits_profile_predictions_loss: 430.3178 - logcount_predictions_loss: 0.4526 57/2566 [..............................] - ETA: 5:48 - loss: 440.1944 - logits_profile_predictions_loss: 430.3743 - logcount_predictions_loss: 0.4525 58/2566 [..............................] - ETA: 5:47 - loss: 440.2458 - logits_profile_predictions_loss: 430.4280 - logcount_predictions_loss: 0.4524 59/2566 [..............................] - ETA: 5:47 - loss: 440.2933 - logits_profile_predictions_loss: 430.4776 - logcount_predictions_loss: 0.4523 60/2566 [..............................] - ETA: 5:47 - loss: 440.3344 - logits_profile_predictions_loss: 430.5213 - logcount_predictions_loss: 0.4522 61/2566 [..............................] - ETA: 5:47 - loss: 440.3785 - logits_profile_predictions_loss: 430.5687 - logcount_predictions_loss: 0.4521 62/2566 [..............................] - ETA: 5:47 - loss: 440.4298 - logits_profile_predictions_loss: 430.6227 - logcount_predictions_loss: 0.4519 63/2566 [..............................] - ETA: 5:47 - loss: 440.4798 - logits_profile_predictions_loss: 430.6744 - logcount_predictions_loss: 0.4519 64/2566 [..............................] - ETA: 5:46 - loss: 440.5385 - logits_profile_predictions_loss: 430.7340 - logcount_predictions_loss: 0.4518 65/2566 [..............................] - ETA: 5:46 - loss: 440.5976 - logits_profile_predictions_loss: 430.7940 - logcount_predictions_loss: 0.4518 66/2566 [..............................] - ETA: 5:46 - loss: 440.6605 - logits_profile_predictions_loss: 430.8568 - logcount_predictions_loss: 0.4518 67/2566 [..............................] - ETA: 5:46 - loss: 440.7311 - logits_profile_predictions_loss: 430.9272 - logcount_predictions_loss: 0.4518 68/2566 [..............................] - ETA: 5:46 - loss: 440.7912 - logits_profile_predictions_loss: 430.9871 - logcount_predictions_loss: 0.4518 69/2566 [..............................] - ETA: 5:46 - loss: 440.8525 - logits_profile_predictions_loss: 431.0486 - logcount_predictions_loss: 0.4518 70/2566 [..............................] - ETA: 5:45 - loss: 440.9103 - logits_profile_predictions_loss: 431.1067 - logcount_predictions_loss: 0.4518 71/2566 [..............................] - ETA: 5:45 - loss: 440.9825 - logits_profile_predictions_loss: 431.1786 - logcount_predictions_loss: 0.4518 72/2566 [..............................] - ETA: 5:45 - loss: 441.0498 - logits_profile_predictions_loss: 431.2440 - logcount_predictions_loss: 0.4519 73/2566 [..............................] - ETA: 5:45 - loss: 441.1139 - logits_profile_predictions_loss: 431.3065 - logcount_predictions_loss: 0.4520 74/2566 [..............................] - ETA: 5:45 - loss: 441.1667 - logits_profile_predictions_loss: 431.3572 - logcount_predictions_loss: 0.4521 75/2566 [..............................] - ETA: 5:45 - loss: 441.2257 - logits_profile_predictions_loss: 431.4141 - logcount_predictions_loss: 0.4522 76/2566 [..............................] - ETA: 5:45 - loss: 441.2880 - logits_profile_predictions_loss: 431.4739 - logcount_predictions_loss: 0.4523 77/2566 [..............................] - ETA: 5:44 - loss: 441.3450 - logits_profile_predictions_loss: 431.5288 - logcount_predictions_loss: 0.4524 78/2566 [..............................] - ETA: 5:44 - loss: 441.3987 - logits_profile_predictions_loss: 431.5807 - logcount_predictions_loss: 0.4524 79/2566 [..............................] - ETA: 5:44 - loss: 441.4459 - logits_profile_predictions_loss: 431.6258 - logcount_predictions_loss: 0.4525 80/2566 [..............................] - ETA: 5:44 - loss: 441.4872 - logits_profile_predictions_loss: 431.6647 - logcount_predictions_loss: 0.4527 81/2566 [..............................] - ETA: 5:44 - loss: 441.5204 - logits_profile_predictions_loss: 431.6959 - logcount_predictions_loss: 0.4527 82/2566 [..............................] - ETA: 5:44 - loss: 441.5538 - logits_profile_predictions_loss: 431.7277 - logcount_predictions_loss: 0.4528 83/2566 [..............................] - ETA: 5:44 - loss: 441.5903 - logits_profile_predictions_loss: 431.7629 - logcount_predictions_loss: 0.4529 84/2566 [..............................] - ETA: 5:43 - loss: 441.6234 - logits_profile_predictions_loss: 431.7953 - logcount_predictions_loss: 0.4529 85/2566 [..............................] - ETA: 5:43 - loss: 441.6496 - logits_profile_predictions_loss: 431.8203 - logcount_predictions_loss: 0.4530 86/2566 [>.............................] - ETA: 5:43 - loss: 441.6697 - logits_profile_predictions_loss: 431.8393 - logcount_predictions_loss: 0.4530 87/2566 [>.............................] - ETA: 5:43 - loss: 441.6921 - logits_profile_predictions_loss: 431.8602 - logcount_predictions_loss: 0.4531 88/2566 [>.............................] - ETA: 5:43 - loss: 441.7176 - logits_profile_predictions_loss: 431.8841 - logcount_predictions_loss: 0.4532 89/2566 [>.............................] - ETA: 5:43 - loss: 441.7384 - logits_profile_predictions_loss: 431.9035 - logcount_predictions_loss: 0.4532 90/2566 [>.............................] - ETA: 5:43 - loss: 441.7522 - logits_profile_predictions_loss: 431.9163 - logcount_predictions_loss: 0.4533 91/2566 [>.............................] - ETA: 5:42 - loss: 441.7651 - logits_profile_predictions_loss: 431.9285 - logcount_predictions_loss: 0.4533 92/2566 [>.............................] - ETA: 5:42 - loss: 441.7825 - logits_profile_predictions_loss: 431.9455 - logcount_predictions_loss: 0.4533 93/2566 [>.............................] - ETA: 5:42 - loss: 441.7975 - logits_profile_predictions_loss: 431.9607 - logcount_predictions_loss: 0.4533 94/2566 [>.............................] - ETA: 5:42 - loss: 441.8092 - logits_profile_predictions_loss: 431.9722 - logcount_predictions_loss: 0.4533 95/2566 [>.............................] - ETA: 5:42 - loss: 441.8248 - logits_profile_predictions_loss: 431.9876 - logcount_predictions_loss: 0.4533 96/2566 [>.............................] - ETA: 5:42 - loss: 441.8420 - logits_profile_predictions_loss: 432.0047 - logcount_predictions_loss: 0.4533 97/2566 [>.............................] - ETA: 5:42 - loss: 441.8607 - logits_profile_predictions_loss: 432.0234 - logcount_predictions_loss: 0.4533 98/2566 [>.............................] - ETA: 5:41 - loss: 441.8780 - logits_profile_predictions_loss: 432.0407 - logcount_predictions_loss: 0.4533 99/2566 [>.............................] - ETA: 5:41 - loss: 441.8896 - logits_profile_predictions_loss: 432.0524 - logcount_predictions_loss: 0.4533 100/2566 [>.............................] - ETA: 5:41 - loss: 441.8970 - logits_profile_predictions_loss: 432.0600 - logcount_predictions_loss: 0.4533 101/2566 [>.............................] - ETA: 5:41 - loss: 441.9032 - logits_profile_predictions_loss: 432.0667 - logcount_predictions_loss: 0.4533 102/2566 [>.............................] - ETA: 5:41 - loss: 441.9135 - logits_profile_predictions_loss: 432.0778 - logcount_predictions_loss: 0.4533 103/2566 [>.............................] - ETA: 5:41 - loss: 441.9186 - logits_profile_predictions_loss: 432.0831 - logcount_predictions_loss: 0.4533 104/2566 [>.............................] - ETA: 5:41 - loss: 441.9309 - logits_profile_predictions_loss: 432.0958 - logcount_predictions_loss: 0.4532 105/2566 [>.............................] - ETA: 5:40 - loss: 441.9368 - logits_profile_predictions_loss: 432.1022 - logcount_predictions_loss: 0.4532 106/2566 [>.............................] - ETA: 5:40 - loss: 441.9384 - logits_profile_predictions_loss: 432.1040 - logcount_predictions_loss: 0.4532 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logits_profile_predictions_loss: 432.0650 - logcount_predictions_loss: 0.4373 426/2566 [===>..........................] - ETA: 4:56 - loss: 441.5547 - logits_profile_predictions_loss: 432.0667 - logcount_predictions_loss: 0.4372 427/2566 [===>..........................] - ETA: 4:56 - loss: 441.5559 - logits_profile_predictions_loss: 432.0683 - logcount_predictions_loss: 0.4372 428/2566 [====>.........................] - ETA: 4:55 - loss: 441.5570 - logits_profile_predictions_loss: 432.0699 - logcount_predictions_loss: 0.4372 429/2566 [====>.........................] - ETA: 4:55 - loss: 441.5582 - logits_profile_predictions_loss: 432.0715 - logcount_predictions_loss: 0.4372 430/2566 [====>.........................] - ETA: 4:55 - loss: 441.5593 - logits_profile_predictions_loss: 432.0730 - logcount_predictions_loss: 0.4372 431/2566 [====>.........................] - ETA: 4:55 - loss: 441.5604 - logits_profile_predictions_loss: 432.0745 - logcount_predictions_loss: 0.4371 432/2566 [====>.........................] - ETA: 4:55 - loss: 441.5615 - logits_profile_predictions_loss: 432.0760 - logcount_predictions_loss: 0.4371 433/2566 [====>.........................] - ETA: 4:55 - loss: 441.5626 - logits_profile_predictions_loss: 432.0776 - logcount_predictions_loss: 0.4371 434/2566 [====>.........................] - ETA: 4:55 - loss: 441.5637 - logits_profile_predictions_loss: 432.0792 - logcount_predictions_loss: 0.4371 435/2566 [====>.........................] - ETA: 4:55 - loss: 441.5647 - logits_profile_predictions_loss: 432.0805 - logcount_predictions_loss: 0.4371 436/2566 [====>.........................] - ETA: 4:54 - loss: 441.5657 - logits_profile_predictions_loss: 432.0820 - logcount_predictions_loss: 0.4370 437/2566 [====>.........................] - ETA: 4:54 - loss: 441.5666 - logits_profile_predictions_loss: 432.0834 - logcount_predictions_loss: 0.4370 438/2566 [====>.........................] - ETA: 4:54 - loss: 441.5677 - 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[====>.........................] - ETA: 4:53 - loss: 441.5721 - logits_profile_predictions_loss: 432.0919 - logcount_predictions_loss: 0.4369 446/2566 [====>.........................] - ETA: 4:53 - loss: 441.5727 - logits_profile_predictions_loss: 432.0928 - logcount_predictions_loss: 0.4369 447/2566 [====>.........................] - ETA: 4:53 - loss: 441.5736 - logits_profile_predictions_loss: 432.0940 - logcount_predictions_loss: 0.4369 448/2566 [====>.........................] - ETA: 4:53 - loss: 441.5744 - logits_profile_predictions_loss: 432.0952 - logcount_predictions_loss: 0.4368 449/2566 [====>.........................] - ETA: 4:53 - loss: 441.5754 - logits_profile_predictions_loss: 432.0964 - logcount_predictions_loss: 0.4368 450/2566 [====>.........................] - ETA: 4:52 - loss: 441.5764 - logits_profile_predictions_loss: 432.0978 - logcount_predictions_loss: 0.4368 451/2566 [====>.........................] - ETA: 4:52 - loss: 441.5773 - 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[====>.........................] - ETA: 4:48 - loss: 441.6006 - logits_profile_predictions_loss: 432.1309 - logcount_predictions_loss: 0.4364 485/2566 [====>.........................] - ETA: 4:48 - loss: 441.6012 - logits_profile_predictions_loss: 432.1317 - logcount_predictions_loss: 0.4364 486/2566 [====>.........................] - ETA: 4:47 - loss: 441.6017 - logits_profile_predictions_loss: 432.1324 - logcount_predictions_loss: 0.4364 487/2566 [====>.........................] - ETA: 4:47 - loss: 441.6020 - logits_profile_predictions_loss: 432.1329 - logcount_predictions_loss: 0.4364 488/2566 [====>.........................] - ETA: 4:47 - loss: 441.6022 - logits_profile_predictions_loss: 432.1333 - logcount_predictions_loss: 0.4364 489/2566 [====>.........................] - ETA: 4:47 - loss: 441.6024 - logits_profile_predictions_loss: 432.1337 - logcount_predictions_loss: 0.4364 490/2566 [====>.........................] - ETA: 4:47 - loss: 441.6026 - logits_profile_predictions_loss: 432.1341 - logcount_predictions_loss: 0.4363 491/2566 [====>.........................] - ETA: 4:47 - loss: 441.6025 - logits_profile_predictions_loss: 432.1343 - logcount_predictions_loss: 0.4363 492/2566 [====>.........................] - ETA: 4:47 - loss: 441.6024 - logits_profile_predictions_loss: 432.1344 - logcount_predictions_loss: 0.4363 493/2566 [====>.........................] - ETA: 4:46 - loss: 441.6020 - logits_profile_predictions_loss: 432.1342 - logcount_predictions_loss: 0.4363 494/2566 [====>.........................] - ETA: 4:46 - loss: 441.6017 - logits_profile_predictions_loss: 432.1340 - logcount_predictions_loss: 0.4363 495/2566 [====>.........................] - ETA: 4:46 - loss: 441.6014 - logits_profile_predictions_loss: 432.1340 - logcount_predictions_loss: 0.4363 496/2566 [====>.........................] - ETA: 4:46 - loss: 441.6008 - logits_profile_predictions_loss: 432.1336 - logcount_predictions_loss: 0.4363 497/2566 [====>.........................] - ETA: 4:46 - loss: 441.6004 - logits_profile_predictions_loss: 432.1335 - logcount_predictions_loss: 0.4363 498/2566 [====>.........................] - ETA: 4:46 - loss: 441.6003 - logits_profile_predictions_loss: 432.1336 - logcount_predictions_loss: 0.4363 499/2566 [====>.........................] - ETA: 4:46 - loss: 441.5999 - logits_profile_predictions_loss: 432.1335 - logcount_predictions_loss: 0.4362 500/2566 [====>.........................] - ETA: 4:46 - loss: 441.5996 - logits_profile_predictions_loss: 432.1334 - logcount_predictions_loss: 0.4362 501/2566 [====>.........................] - ETA: 4:45 - loss: 441.5992 - logits_profile_predictions_loss: 432.1332 - logcount_predictions_loss: 0.4362 502/2566 [====>.........................] - ETA: 4:45 - loss: 441.5988 - logits_profile_predictions_loss: 432.1330 - logcount_predictions_loss: 0.4362 503/2566 [====>.........................] - ETA: 4:45 - loss: 441.5984 - logits_profile_predictions_loss: 432.1329 - logcount_predictions_loss: 0.4362 504/2566 [====>.........................] - ETA: 4:45 - loss: 441.5982 - logits_profile_predictions_loss: 432.1328 - logcount_predictions_loss: 0.4362 505/2566 [====>.........................] - ETA: 4:45 - loss: 441.5978 - logits_profile_predictions_loss: 432.1327 - logcount_predictions_loss: 0.4362 506/2566 [====>.........................] - ETA: 4:45 - loss: 441.5975 - logits_profile_predictions_loss: 432.1326 - logcount_predictions_loss: 0.4362 507/2566 [====>.........................] - ETA: 4:45 - loss: 441.5972 - logits_profile_predictions_loss: 432.1325 - logcount_predictions_loss: 0.4362 508/2566 [====>.........................] - ETA: 4:44 - loss: 441.5969 - logits_profile_predictions_loss: 432.1324 - logcount_predictions_loss: 0.4362 509/2566 [====>.........................] - ETA: 4:44 - loss: 441.5965 - logits_profile_predictions_loss: 432.1323 - logcount_predictions_loss: 0.4361 510/2566 [====>.........................] - ETA: 4:44 - loss: 441.5962 - logits_profile_predictions_loss: 432.1322 - logcount_predictions_loss: 0.4361 511/2566 [====>.........................] - ETA: 4:44 - loss: 441.5958 - logits_profile_predictions_loss: 432.1320 - logcount_predictions_loss: 0.4361 512/2566 [====>.........................] - ETA: 4:44 - loss: 441.5952 - logits_profile_predictions_loss: 432.1316 - logcount_predictions_loss: 0.4361 513/2566 [====>.........................] - ETA: 4:44 - loss: 441.5946 - logits_profile_predictions_loss: 432.1312 - logcount_predictions_loss: 0.4361 514/2566 [=====>........................] - ETA: 4:44 - loss: 441.5939 - logits_profile_predictions_loss: 432.1308 - logcount_predictions_loss: 0.4361 515/2566 [=====>........................] - ETA: 4:43 - loss: 441.5932 - logits_profile_predictions_loss: 432.1303 - logcount_predictions_loss: 0.4361 516/2566 [=====>........................] - ETA: 4:43 - loss: 441.5922 - logits_profile_predictions_loss: 432.1296 - logcount_predictions_loss: 0.4361 517/2566 [=====>........................] - ETA: 4:43 - loss: 441.5912 - logits_profile_predictions_loss: 432.1288 - logcount_predictions_loss: 0.4361 518/2566 [=====>........................] - ETA: 4:43 - loss: 441.5903 - logits_profile_predictions_loss: 432.1281 - logcount_predictions_loss: 0.4361 519/2566 [=====>........................] - ETA: 4:43 - loss: 441.5893 - logits_profile_predictions_loss: 432.1275 - logcount_predictions_loss: 0.4360 520/2566 [=====>........................] - ETA: 4:43 - loss: 441.5886 - logits_profile_predictions_loss: 432.1270 - logcount_predictions_loss: 0.4360 521/2566 [=====>........................] - ETA: 4:43 - loss: 441.5880 - logits_profile_predictions_loss: 432.1267 - logcount_predictions_loss: 0.4360 522/2566 [=====>........................] - ETA: 4:42 - loss: 441.5874 - logits_profile_predictions_loss: 432.1263 - logcount_predictions_loss: 0.4360 523/2566 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[===========================>..] - ETA: 12s - loss: 441.0676 - logits_profile_predictions_loss: 431.6862 - logcount_predictions_loss: 0.4323 2475/2566 [===========================>..] - ETA: 12s - loss: 441.0671 - logits_profile_predictions_loss: 431.6857 - logcount_predictions_loss: 0.4323 2476/2566 [===========================>..] - ETA: 12s - loss: 441.0667 - logits_profile_predictions_loss: 431.6853 - logcount_predictions_loss: 0.4323 2477/2566 [===========================>..] - ETA: 12s - loss: 441.0662 - logits_profile_predictions_loss: 431.6849 - logcount_predictions_loss: 0.4323 2478/2566 [===========================>..] - ETA: 12s - loss: 441.0658 - logits_profile_predictions_loss: 431.6845 - logcount_predictions_loss: 0.4323 2479/2566 [===========================>..] - ETA: 12s - loss: 441.0654 - logits_profile_predictions_loss: 431.6841 - logcount_predictions_loss: 0.4323 2480/2566 [===========================>..] - ETA: 11s - loss: 441.0650 - logits_profile_predictions_loss: 431.6837 - logcount_predictions_loss: 0.4323 2481/2566 [============================>.] - ETA: 11s - loss: 441.0646 - logits_profile_predictions_loss: 431.6833 - logcount_predictions_loss: 0.4323 2482/2566 [============================>.] - ETA: 11s - loss: 441.0641 - logits_profile_predictions_loss: 431.6829 - logcount_predictions_loss: 0.4323 2483/2566 [============================>.] - ETA: 11s - loss: 441.0637 - logits_profile_predictions_loss: 431.6825 - logcount_predictions_loss: 0.4323 2484/2566 [============================>.] - ETA: 11s - loss: 441.0633 - logits_profile_predictions_loss: 431.6822 - logcount_predictions_loss: 0.4323 2485/2566 [============================>.] - ETA: 11s - loss: 441.0629 - logits_profile_predictions_loss: 431.6818 - logcount_predictions_loss: 0.4323 2486/2566 [============================>.] - ETA: 11s - loss: 441.0625 - logits_profile_predictions_loss: 431.6814 - logcount_predictions_loss: 0.4323 2487/2566 [============================>.] - ETA: 10s - loss: 441.0621 - logits_profile_predictions_loss: 431.6811 - logcount_predictions_loss: 0.4323 2488/2566 [============================>.] - ETA: 10s - loss: 441.0618 - logits_profile_predictions_loss: 431.6807 - logcount_predictions_loss: 0.4323 2489/2566 [============================>.] - ETA: 10s - loss: 441.0614 - logits_profile_predictions_loss: 431.6803 - logcount_predictions_loss: 0.4323 2490/2566 [============================>.] - ETA: 10s - loss: 441.0610 - logits_profile_predictions_loss: 431.6800 - logcount_predictions_loss: 0.4323 2491/2566 [============================>.] - ETA: 10s - loss: 441.0606 - logits_profile_predictions_loss: 431.6796 - logcount_predictions_loss: 0.4323 2492/2566 [============================>.] - ETA: 10s - loss: 441.0602 - logits_profile_predictions_loss: 431.6793 - logcount_predictions_loss: 0.4323 2493/2566 [============================>.] - ETA: 10s - loss: 441.0599 - logits_profile_predictions_loss: 431.6790 - logcount_predictions_loss: 0.4323 2494/2566 [============================>.] - ETA: 9s - loss: 441.0595 - logits_profile_predictions_loss: 431.6786 - logcount_predictions_loss: 0.4323  2495/2566 [============================>.] - ETA: 9s - loss: 441.0592 - logits_profile_predictions_loss: 431.6783 - logcount_predictions_loss: 0.4323 2496/2566 [============================>.] - ETA: 9s - loss: 441.0588 - logits_profile_predictions_loss: 431.6780 - logcount_predictions_loss: 0.4323 2497/2566 [============================>.] - ETA: 9s - loss: 441.0585 - logits_profile_predictions_loss: 431.6776 - logcount_predictions_loss: 0.4323 2498/2566 [============================>.] - ETA: 9s - loss: 441.0581 - logits_profile_predictions_loss: 431.6773 - logcount_predictions_loss: 0.4323 2499/2566 [============================>.] - ETA: 9s - loss: 441.0577 - logits_profile_predictions_loss: 431.6770 - logcount_predictions_loss: 0.4323 2500/2566 [============================>.] - ETA: 9s - loss: 441.0574 - logits_profile_predictions_loss: 431.6767 - logcount_predictions_loss: 0.4323 2501/2566 [============================>.] - ETA: 9s - loss: 441.0570 - logits_profile_predictions_loss: 431.6763 - logcount_predictions_loss: 0.4323 2502/2566 [============================>.] - ETA: 8s - loss: 441.0567 - logits_profile_predictions_loss: 431.6760 - logcount_predictions_loss: 0.4323 2503/2566 [============================>.] - ETA: 8s - loss: 441.0563 - logits_profile_predictions_loss: 431.6757 - logcount_predictions_loss: 0.4323 2504/2566 [============================>.] - ETA: 8s - loss: 441.0560 - logits_profile_predictions_loss: 431.6754 - logcount_predictions_loss: 0.4323 2505/2566 [============================>.] - ETA: 8s - loss: 441.0556 - logits_profile_predictions_loss: 431.6750 - logcount_predictions_loss: 0.4323 2506/2566 [============================>.] - ETA: 8s - loss: 441.0553 - logits_profile_predictions_loss: 431.6747 - logcount_predictions_loss: 0.4323 2507/2566 [============================>.] - ETA: 8s - loss: 441.0549 - logits_profile_predictions_loss: 431.6744 - logcount_predictions_loss: 0.4323 2508/2566 [============================>.] - ETA: 8s - loss: 441.0546 - logits_profile_predictions_loss: 431.6741 - logcount_predictions_loss: 0.4323 2509/2566 [============================>.] - ETA: 7s - loss: 441.0542 - logits_profile_predictions_loss: 431.6737 - logcount_predictions_loss: 0.4323 2510/2566 [============================>.] - ETA: 7s - loss: 441.0539 - logits_profile_predictions_loss: 431.6734 - logcount_predictions_loss: 0.4323 2511/2566 [============================>.] - ETA: 7s - loss: 441.0535 - logits_profile_predictions_loss: 431.6731 - logcount_predictions_loss: 0.4323 2512/2566 [============================>.] - ETA: 7s - loss: 441.0532 - logits_profile_predictions_loss: 431.6728 - logcount_predictions_loss: 0.4323 2513/2566 [============================>.] - ETA: 7s - loss: 441.0528 - logits_profile_predictions_loss: 431.6725 - logcount_predictions_loss: 0.4323 2514/2566 [============================>.] - ETA: 7s - loss: 441.0525 - logits_profile_predictions_loss: 431.6722 - logcount_predictions_loss: 0.4323 2515/2566 [============================>.] - ETA: 7s - loss: 441.0522 - logits_profile_predictions_loss: 431.6719 - logcount_predictions_loss: 0.4323 2516/2566 [============================>.] - ETA: 6s - loss: 441.0518 - logits_profile_predictions_loss: 431.6716 - logcount_predictions_loss: 0.4323 2517/2566 [============================>.] - ETA: 6s - loss: 441.0515 - logits_profile_predictions_loss: 431.6713 - logcount_predictions_loss: 0.4323 2518/2566 [============================>.] - ETA: 6s - loss: 441.0512 - logits_profile_predictions_loss: 431.6710 - logcount_predictions_loss: 0.4323 2519/2566 [============================>.] - ETA: 6s - loss: 441.0509 - logits_profile_predictions_loss: 431.6707 - logcount_predictions_loss: 0.4323 2520/2566 [============================>.] - ETA: 6s - loss: 441.0506 - logits_profile_predictions_loss: 431.6704 - logcount_predictions_loss: 0.4323 2521/2566 [============================>.] - ETA: 6s - loss: 441.0502 - logits_profile_predictions_loss: 431.6701 - logcount_predictions_loss: 0.4323 2522/2566 [============================>.] - ETA: 6s - loss: 441.0499 - logits_profile_predictions_loss: 431.6698 - logcount_predictions_loss: 0.4323 2523/2566 [============================>.] - ETA: 5s - loss: 441.0496 - logits_profile_predictions_loss: 431.6696 - logcount_predictions_loss: 0.4323 2524/2566 [============================>.] - ETA: 5s - loss: 441.0493 - logits_profile_predictions_loss: 431.6693 - logcount_predictions_loss: 0.4323 2525/2566 [============================>.] - ETA: 5s - loss: 441.0490 - logits_profile_predictions_loss: 431.6690 - logcount_predictions_loss: 0.4323 2526/2566 [============================>.] - ETA: 5s - loss: 441.0487 - logits_profile_predictions_loss: 431.6687 - logcount_predictions_loss: 0.4323 2527/2566 [============================>.] - ETA: 5s - loss: 441.0484 - logits_profile_predictions_loss: 431.6684 - logcount_predictions_loss: 0.4323 2528/2566 [============================>.] - ETA: 5s - loss: 441.0481 - logits_profile_predictions_loss: 431.6681 - logcount_predictions_loss: 0.4323 2529/2566 [============================>.] - ETA: 5s - loss: 441.0478 - logits_profile_predictions_loss: 431.6679 - logcount_predictions_loss: 0.4323 2530/2566 [============================>.] - ETA: 4s - loss: 441.0474 - logits_profile_predictions_loss: 431.6676 - logcount_predictions_loss: 0.4323 2531/2566 [============================>.] - ETA: 4s - loss: 441.0471 - logits_profile_predictions_loss: 431.6673 - logcount_predictions_loss: 0.4323 2532/2566 [============================>.] - ETA: 4s - loss: 441.0468 - logits_profile_predictions_loss: 431.6670 - logcount_predictions_loss: 0.4323 2533/2566 [============================>.] - ETA: 4s - loss: 441.0465 - logits_profile_predictions_loss: 431.6667 - logcount_predictions_loss: 0.4323 2534/2566 [============================>.] - ETA: 4s - loss: 441.0462 - logits_profile_predictions_loss: 431.6665 - logcount_predictions_loss: 0.4323 2535/2566 [============================>.] - ETA: 4s - loss: 441.0459 - logits_profile_predictions_loss: 431.6662 - logcount_predictions_loss: 0.4323 2536/2566 [============================>.] - ETA: 4s - loss: 441.0456 - logits_profile_predictions_loss: 431.6659 - logcount_predictions_loss: 0.4323 2537/2566 [============================>.] - ETA: 4s - loss: 441.0453 - logits_profile_predictions_loss: 431.6656 - logcount_predictions_loss: 0.4323 2538/2566 [============================>.] - ETA: 3s - loss: 441.0450 - logits_profile_predictions_loss: 431.6653 - logcount_predictions_loss: 0.4323 2539/2566 [============================>.] - ETA: 3s - loss: 441.0447 - logits_profile_predictions_loss: 431.6651 - logcount_predictions_loss: 0.4322 2540/2566 [============================>.] - ETA: 3s - loss: 441.0444 - logits_profile_predictions_loss: 431.6648 - logcount_predictions_loss: 0.4322 2541/2566 [============================>.] - ETA: 3s - loss: 441.0441 - logits_profile_predictions_loss: 431.6645 - logcount_predictions_loss: 0.4322 2542/2566 [============================>.] - ETA: 3s - loss: 441.0438 - logits_profile_predictions_loss: 431.6642 - logcount_predictions_loss: 0.4322 2543/2566 [============================>.] - ETA: 3s - loss: 441.0434 - logits_profile_predictions_loss: 431.6639 - logcount_predictions_loss: 0.4322 2544/2566 [============================>.] - ETA: 3s - loss: 441.0431 - logits_profile_predictions_loss: 431.6637 - logcount_predictions_loss: 0.4322 2545/2566 [============================>.] - ETA: 2s - loss: 441.0428 - logits_profile_predictions_loss: 431.6634 - logcount_predictions_loss: 0.4322 2546/2566 [============================>.] - ETA: 2s - loss: 441.0425 - logits_profile_predictions_loss: 431.6631 - logcount_predictions_loss: 0.4322 2547/2566 [============================>.] - ETA: 2s - loss: 441.0422 - logits_profile_predictions_loss: 431.6628 - logcount_predictions_loss: 0.4322 2548/2566 [============================>.] - ETA: 2s - loss: 441.0419 - logits_profile_predictions_loss: 431.6625 - logcount_predictions_loss: 0.4322 2549/2566 [============================>.] - ETA: 2s - loss: 441.0415 - logits_profile_predictions_loss: 431.6622 - logcount_predictions_loss: 0.4322 2550/2566 [============================>.] - ETA: 2s - loss: 441.0412 - logits_profile_predictions_loss: 431.6619 - logcount_predictions_loss: 0.4322 2551/2566 [============================>.] - ETA: 2s - loss: 441.0409 - logits_profile_predictions_loss: 431.6617 - logcount_predictions_loss: 0.4322 2552/2566 [============================>.] - ETA: 1s - loss: 441.0406 - logits_profile_predictions_loss: 431.6614 - logcount_predictions_loss: 0.4322 2553/2566 [============================>.] - ETA: 1s - loss: 441.0403 - logits_profile_predictions_loss: 431.6611 - logcount_predictions_loss: 0.4322 2554/2566 [============================>.] - ETA: 1s - loss: 441.0400 - logits_profile_predictions_loss: 431.6608 - logcount_predictions_loss: 0.4322 2555/2566 [============================>.] - ETA: 1s - loss: 441.0397 - logits_profile_predictions_loss: 431.6605 - logcount_predictions_loss: 0.4322 2556/2566 [============================>.] - ETA: 1s - loss: 441.0394 - logits_profile_predictions_loss: 431.6602 - logcount_predictions_loss: 0.4322 2557/2566 [============================>.] - ETA: 1s - loss: 441.0390 - logits_profile_predictions_loss: 431.6599 - logcount_predictions_loss: 0.4322 2558/2566 [============================>.] - ETA: 1s - loss: 441.0387 - logits_profile_predictions_loss: 431.6597 - logcount_predictions_loss: 0.4322 2559/2566 [============================>.] - ETA: 0s - loss: 441.0384 - logits_profile_predictions_loss: 431.6594 - logcount_predictions_loss: 0.4322 2560/2566 [============================>.] - ETA: 0s - loss: 441.0381 - logits_profile_predictions_loss: 431.6591 - logcount_predictions_loss: 0.4322 2561/2566 [============================>.] - ETA: 0s - loss: 441.0378 - logits_profile_predictions_loss: 431.6588 - logcount_predictions_loss: 0.4322 2562/2566 [============================>.] - ETA: 0s - loss: 441.0375 - logits_profile_predictions_loss: 431.6586 - logcount_predictions_loss: 0.4322 2563/2566 [============================>.] - ETA: 0s - loss: 441.0372 - logits_profile_predictions_loss: 431.6583 - logcount_predictions_loss: 0.4322 2564/2566 [============================>.] - ETA: 0s - loss: 441.0370 - logits_profile_predictions_loss: 431.6581 - logcount_predictions_loss: 0.4322 2565/2566 [============================>.] - ETA: 0s - loss: 441.0367 - logits_profile_predictions_loss: 431.6578 - logcount_predictions_loss: 0.4322 2566/2566 [==============================] - ETA: 0s - loss: 441.0364 - logits_profile_predictions_loss: 431.6576 - logcount_predictions_loss: 0.4322 2566/2566 [==============================] - 371s 145ms/step - loss: 441.0361 - logits_profile_predictions_loss: 431.6573 - logcount_predictions_loss: 0.4322 - val_loss: 495.8100 - val_logits_profile_predictions_loss: 476.9815 - val_logcount_predictions_loss: 0.8677 Epoch 00014: val_loss did not improve from 495.74289 Restoring model weights from the end of the best epoch. Epoch 00014: early stopping save model save model without bias 2022-09-22_09-39-21: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/predict.py \ --genome=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ --bigwig=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/ATAC//ENCSR918TVE//preprocessing/bigWigs/ENCSR918TVE.bigWig \ --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR918TVE//chrombpnet_model_feb15_fold_3//filtered.peaks.bed \ --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR918TVE//chrombpnet_model_feb15_fold_3//filtered.nonpeaks.bed \ --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_3.json \ --inputlen=2114 \ --outputlen=1000 \ --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR918TVE//chrombpnet_model_feb15_fold_3//chrombpnet \ --batch_size=256 \ --model_h5=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR918TVE//chrombpnet_model_feb15_fold_3//chrombpnet.h5 got the model loading peaks... got split:test for bed regions:(42054, 10) loading nonpeaks... got split:test for bed regions:(40645, 10) 0/324 100/324 200/324 300/324 2022-09-22_09-42-32: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/predict.py \ --genome=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ --bigwig=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/ATAC//ENCSR918TVE//preprocessing/bigWigs/ENCSR918TVE.bigWig \ --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR918TVE//chrombpnet_model_feb15_fold_3//filtered.peaks.bed \ --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR918TVE//chrombpnet_model_feb15_fold_3//filtered.nonpeaks.bed \ --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_3.json \ --inputlen=2114 \ --outputlen=1000 \ --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR918TVE//chrombpnet_model_feb15_fold_3//chrombpnet_wo_bias \ --batch_size=256 \ --model_h5=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR918TVE//chrombpnet_model_feb15_fold_3//chrombpnet_wo_bias.h5 got the model loading peaks... got split:test for bed regions:(42054, 10) loading nonpeaks... got split:test for bed regions:(40645, 10) 0/324 100/324 200/324 300/324 2022-09-22_09-45-32: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/predict.py \ --genome=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ --bigwig=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/ATAC//ENCSR918TVE//preprocessing/bigWigs/ENCSR918TVE.bigWig \ --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR918TVE//chrombpnet_model_feb15_fold_3//filtered.peaks.bed \ --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR918TVE//chrombpnet_model_feb15_fold_3//filtered.nonpeaks.bed \ --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_3.json \ --inputlen=2114 \ --outputlen=1000 \ --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR918TVE//chrombpnet_model_feb15_fold_3//bias \ --batch_size=256 \ --model_h5=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR918TVE//chrombpnet_model_feb15_fold_3//bias_model_scaled.h5 got the model loading peaks... got split:test for bed regions:(42054, 10) loading nonpeaks... got split:test for bed regions:(40645, 10) 0/324 100/324 200/324 300/324 2022-09-22_09-47-37: mkdir /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR918TVE//chrombpnet_model_feb15_fold_3//footprints 2022-09-22_09-47-37: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/evaluation/marginal_footprints/marginal_footprinting.py \ -g /scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ -r /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR918TVE//chrombpnet_model_feb15_fold_3//filtered.nonpeaks.bed \ -chr chr1 \ -m /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR918TVE//chrombpnet_model_feb15_fold_3//chrombpnet_wo_bias.h5 \ -bs 512 \ -o /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR918TVE//chrombpnet_model_feb15_fold_3//footprints/corrected \ -pwm_f src/evaluation/marginal_footprints/motif_to_pwm.tsv \ -mo tn5_1,tn5_2,tn5_3,tn5_4,tn5_5 MOTIF_NAME MOTIF_PWM_FWD 0 tn5_1 GCACAGTACAGAGCTG 1 tn5_2 GTGCACAGTTCTAGAGTGTGCAG 2 tn5_3 CCTCTACACTGTGCAGAA 3 tn5_4 GCACAGTTCTAGACTGTGCAG 4 tn5_5 CTGCACAGTGTAGAGTTGTGC 5 dnase_1 TTTACAAGTCCA 6 dnase_2 TGTACTTACGAA 7 NRF1 GCGCATGCGC 8 AP1 CGATATGACTCATCCC 9 CTCF TTGGCCACTAGGGGGCGCTAT 10 ETS CCGAAAGCGGAAGTGAGAC 11 SP1 AAGGGGGCGGGGCCTAA 12 RUNX CCCTAACCACAGCCC 13 NFKB GCAAGGGAAATTCCCCAGG 14 GATA+TAL GGCTGGGGGGGGCAGATAAGGCC 15 TAL GGCTGGG 16 NFYB CCAGCCAATCAGAGC 17 GABPA GAAACCGGAAGTGGCC 18 BACH1+MAFK AACTGCTGAGTCATCCCG 19 NRF1 CCCCGCGCATGCGCAGTGC 20 HNF4G CCGTTGGACTTTGGACCCTG got the model Model: "model_1" __________________________________________________________________________________________________ Layer (type) Output Shape Param # Connected to ================================================================================================== sequence (InputLayer) [(None, 2114, 4)] 0 __________________________________________________________________________________________________ wo_bias_bpnet_1st_conv (Conv1D) (None, 2094, 512) 43520 sequence[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_1conv (Conv1D) (None, 2090, 512) 786944 wo_bias_bpnet_1st_conv[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_1crop (Cropping1D (None, 2090, 512) 0 wo_bias_bpnet_1st_conv[0][0] __________________________________________________________________________________________________ add (Add) (None, 2090, 512) 0 wo_bias_bpnet_1conv[0][0] wo_bias_bpnet_1crop[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_2conv (Conv1D) (None, 2082, 512) 786944 add[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_2crop (Cropping1D (None, 2082, 512) 0 add[0][0] __________________________________________________________________________________________________ add_1 (Add) (None, 2082, 512) 0 wo_bias_bpnet_2conv[0][0] wo_bias_bpnet_2crop[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_3conv (Conv1D) (None, 2066, 512) 786944 add_1[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_3crop (Cropping1D (None, 2066, 512) 0 add_1[0][0] __________________________________________________________________________________________________ add_2 (Add) (None, 2066, 512) 0 wo_bias_bpnet_3conv[0][0] wo_bias_bpnet_3crop[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_4conv (Conv1D) (None, 2034, 512) 786944 add_2[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_4crop (Cropping1D (None, 2034, 512) 0 add_2[0][0] __________________________________________________________________________________________________ add_3 (Add) (None, 2034, 512) 0 wo_bias_bpnet_4conv[0][0] wo_bias_bpnet_4crop[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_5conv (Conv1D) (None, 1970, 512) 786944 add_3[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_5crop (Cropping1D (None, 1970, 512) 0 add_3[0][0] __________________________________________________________________________________________________ add_4 (Add) (None, 1970, 512) 0 wo_bias_bpnet_5conv[0][0] wo_bias_bpnet_5crop[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_6conv (Conv1D) (None, 1842, 512) 786944 add_4[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_6crop (Cropping1D (None, 1842, 512) 0 add_4[0][0] __________________________________________________________________________________________________ add_5 (Add) (None, 1842, 512) 0 wo_bias_bpnet_6conv[0][0] wo_bias_bpnet_6crop[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_7conv (Conv1D) (None, 1586, 512) 786944 add_5[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_7crop (Cropping1D (None, 1586, 512) 0 add_5[0][0] __________________________________________________________________________________________________ add_6 (Add) (None, 1586, 512) 0 wo_bias_bpnet_7conv[0][0] wo_bias_bpnet_7crop[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_8conv (Conv1D) (None, 1074, 512) 786944 add_6[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_8crop (Cropping1D (None, 1074, 512) 0 add_6[0][0] __________________________________________________________________________________________________ add_7 (Add) (None, 1074, 512) 0 wo_bias_bpnet_8conv[0][0] wo_bias_bpnet_8crop[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_prof_out_precrop (None, 1000, 1) 38401 add_7[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_logitt_before_fla (None, 1000, 1) 0 wo_bias_bpnet_prof_out_precrop[0] __________________________________________________________________________________________________ gap (GlobalAveragePooling1D) (None, 512) 0 add_7[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_logits_profile_pr (None, 1000) 0 wo_bias_bpnet_logitt_before_flatt __________________________________________________________________________________________________ wo_bias_bpnet_logcount_predicti (None, 1) 513 gap[0][0] ================================================================================================== Total params: 6,377,986 Trainable params: 6,377,986 Non-trainable params: 0 __________________________________________________________________________________________________ inferred model inputlen: 2114 inferred model outputlen: 1000 inserting motif: tn5_1 GCACAGTACAGAGCTG 1/38 [..............................] - ETA: 3:47 3/38 [=>............................] - ETA: 11s  4/38 [==>...........................] - ETA: 14s 5/38 [==>...........................] - ETA: 15s 6/38 [===>..........................] - ETA: 16s 7/38 [====>.........................] - ETA: 16s 8/38 [=====>........................] - ETA: 16s 9/38 [======>.......................] - ETA: 15s 10/38 [======>.......................] - ETA: 15s 11/38 [=======>......................] - ETA: 15s 12/38 [========>.....................] - ETA: 14s 13/38 [=========>....................] - ETA: 14s 14/38 [==========>...................] - ETA: 13s 15/38 [==========>...................] - ETA: 13s 16/38 [===========>..................] - ETA: 12s 17/38 [============>.................] - ETA: 12s 18/38 [=============>................] - ETA: 11s 19/38 [==============>...............] - ETA: 11s 20/38 [==============>...............] - ETA: 10s 21/38 [===============>..............] - ETA: 10s 22/38 [================>.............] - ETA: 9s  23/38 [=================>............] - ETA: 8s 24/38 [=================>............] - ETA: 8s 25/38 [==================>...........] - ETA: 7s 26/38 [===================>..........] - ETA: 7s 27/38 [====================>.........] - ETA: 6s 28/38 [=====================>........] - ETA: 6s 29/38 [=====================>........] - ETA: 5s 30/38 [======================>.......] - ETA: 4s 31/38 [=======================>......] - ETA: 4s 32/38 [========================>.....] - ETA: 3s 33/38 [=========================>....] - ETA: 3s 34/38 [=========================>....] - ETA: 2s 35/38 [==========================>...] - ETA: 1s 36/38 [===========================>..] - ETA: 1s 37/38 [============================>.] - ETA: 0s 38/38 [==============================] - ETA: 0s 38/38 [==============================] - 32s 701ms/step 1/38 [..............................] - ETA: 0s 2/38 [>.............................] - ETA: 22s 3/38 [=>............................] - ETA: 21s 4/38 [==>...........................] - ETA: 21s 5/38 [==>...........................] - ETA: 20s 6/38 [===>..........................] - ETA: 19s 7/38 [====>.........................] - ETA: 19s 8/38 [=====>........................] - ETA: 18s 9/38 [======>.......................] - ETA: 18s 10/38 [======>.......................] - ETA: 17s 11/38 [=======>......................] - ETA: 16s 12/38 [========>.....................] - ETA: 16s 13/38 [=========>....................] - ETA: 15s 14/38 [==========>...................] - ETA: 14s 15/38 [==========>...................] - ETA: 14s 16/38 [===========>..................] - ETA: 13s 17/38 [============>.................] - ETA: 13s 18/38 [=============>................] - ETA: 12s 19/38 [==============>...............] - ETA: 11s 20/38 [==============>...............] - ETA: 11s 21/38 [===============>..............] - ETA: 10s 22/38 [================>.............] - ETA: 9s  23/38 [=================>............] - ETA: 9s 24/38 [=================>............] - ETA: 8s 25/38 [==================>...........] - ETA: 8s 26/38 [===================>..........] - ETA: 7s 27/38 [====================>.........] - ETA: 6s 28/38 [=====================>........] - ETA: 6s 29/38 [=====================>........] - ETA: 5s 30/38 [======================>.......] - ETA: 4s 31/38 [=======================>......] - ETA: 4s 32/38 [========================>.....] - ETA: 3s 33/38 [=========================>....] - ETA: 3s 34/38 [=========================>....] - ETA: 2s 35/38 [==========================>...] - ETA: 1s 36/38 [===========================>..] - ETA: 1s 37/38 [============================>.] - ETA: 0s 38/38 [==============================] - ETA: 0s 38/38 [==============================] - 23s 632ms/step inserting motif: tn5_2 GTGCACAGTTCTAGAGTGTGCAG 1/38 [..............................] - ETA: 0s 2/38 [>.............................] - ETA: 22s 3/38 [=>............................] - ETA: 21s 4/38 [==>...........................] - ETA: 21s 5/38 [==>...........................] - ETA: 20s 6/38 [===>..........................] - ETA: 19s 7/38 [====>.........................] - ETA: 19s 8/38 [=====>........................] - ETA: 18s 9/38 [======>.......................] - ETA: 18s 10/38 [======>.......................] - ETA: 17s 11/38 [=======>......................] - ETA: 16s 12/38 [========>.....................] - ETA: 16s 13/38 [=========>....................] - ETA: 15s 14/38 [==========>...................] - ETA: 14s 15/38 [==========>...................] - ETA: 14s 16/38 [===========>..................] - ETA: 13s 17/38 [============>.................] - ETA: 13s 18/38 [=============>................] - ETA: 12s 19/38 [==============>...............] - ETA: 11s 20/38 [==============>...............] - ETA: 11s 21/38 [===============>..............] - ETA: 10s 22/38 [================>.............] - ETA: 9s  23/38 [=================>............] - ETA: 9s 24/38 [=================>............] - ETA: 8s 25/38 [==================>...........] - ETA: 8s 26/38 [===================>..........] - ETA: 7s 27/38 [====================>.........] - ETA: 6s 28/38 [=====================>........] - ETA: 6s 29/38 [=====================>........] - ETA: 5s 30/38 [======================>.......] - ETA: 4s 31/38 [=======================>......] - ETA: 4s 32/38 [========================>.....] - ETA: 3s 33/38 [=========================>....] - ETA: 3s 34/38 [=========================>....] - ETA: 2s 35/38 [==========================>...] - ETA: 1s 36/38 [===========================>..] - ETA: 1s 37/38 [============================>.] - ETA: 0s 38/38 [==============================] - ETA: 0s 38/38 [==============================] - 23s 632ms/step 1/38 [..............................] - ETA: 0s 2/38 [>.............................] - ETA: 22s 3/38 [=>............................] - ETA: 21s 4/38 [==>...........................] - ETA: 21s 5/38 [==>...........................] - ETA: 20s 6/38 [===>..........................] - ETA: 19s 7/38 [====>.........................] - ETA: 19s 8/38 [=====>........................] - ETA: 18s 9/38 [======>.......................] - ETA: 18s 10/38 [======>.......................] - ETA: 17s 11/38 [=======>......................] - ETA: 16s 12/38 [========>.....................] - ETA: 16s 13/38 [=========>....................] - ETA: 15s 14/38 [==========>...................] - ETA: 14s 15/38 [==========>...................] - ETA: 14s 16/38 [===========>..................] - ETA: 13s 17/38 [============>.................] - ETA: 13s 18/38 [=============>................] - ETA: 12s 19/38 [==============>...............] - ETA: 11s 20/38 [==============>...............] - ETA: 11s 21/38 [===============>..............] - ETA: 10s 22/38 [================>.............] - ETA: 9s  23/38 [=================>............] - ETA: 9s 24/38 [=================>............] - ETA: 8s 25/38 [==================>...........] - ETA: 8s 26/38 [===================>..........] - ETA: 7s 27/38 [====================>.........] - ETA: 6s 28/38 [=====================>........] - ETA: 6s 29/38 [=====================>........] - ETA: 5s 30/38 [======================>.......] - ETA: 4s 31/38 [=======================>......] - ETA: 4s 32/38 [========================>.....] - ETA: 3s 33/38 [=========================>....] - ETA: 3s 34/38 [=========================>....] - ETA: 2s 35/38 [==========================>...] - ETA: 1s 36/38 [===========================>..] - ETA: 1s 37/38 [============================>.] - ETA: 0s 38/38 [==============================] - ETA: 0s 38/38 [==============================] - 23s 632ms/step inserting motif: tn5_3 CCTCTACACTGTGCAGAA 1/38 [..............................] - ETA: 0s 2/38 [>.............................] - ETA: 22s 3/38 [=>............................] - ETA: 21s 4/38 [==>...........................] - ETA: 21s 5/38 [==>...........................] - ETA: 20s 6/38 [===>..........................] - ETA: 19s 7/38 [====>.........................] - ETA: 19s 8/38 [=====>........................] - ETA: 18s 9/38 [======>.......................] - ETA: 18s 10/38 [======>.......................] - ETA: 17s 11/38 [=======>......................] - ETA: 16s 12/38 [========>.....................] - ETA: 16s 13/38 [=========>....................] - ETA: 15s 14/38 [==========>...................] - ETA: 14s 15/38 [==========>...................] - ETA: 14s 16/38 [===========>..................] - ETA: 13s 17/38 [============>.................] - ETA: 13s 18/38 [=============>................] - ETA: 12s 19/38 [==============>...............] - ETA: 11s 20/38 [==============>...............] - ETA: 11s 21/38 [===============>..............] - ETA: 10s 22/38 [================>.............] - ETA: 9s  23/38 [=================>............] - ETA: 9s 24/38 [=================>............] - ETA: 8s 25/38 [==================>...........] - ETA: 8s 26/38 [===================>..........] - ETA: 7s 27/38 [====================>.........] - ETA: 6s 28/38 [=====================>........] - ETA: 6s 29/38 [=====================>........] - ETA: 5s 30/38 [======================>.......] - ETA: 4s 31/38 [=======================>......] - ETA: 4s 32/38 [========================>.....] - ETA: 3s 33/38 [=========================>....] - ETA: 3s 34/38 [=========================>....] - ETA: 2s 35/38 [==========================>...] - ETA: 1s 36/38 [===========================>..] - ETA: 1s 37/38 [============================>.] - ETA: 0s 38/38 [==============================] - ETA: 0s 38/38 [==============================] - 23s 632ms/step 1/38 [..............................] - ETA: 0s 2/38 [>.............................] - ETA: 22s 3/38 [=>............................] - ETA: 21s 4/38 [==>...........................] - ETA: 21s 5/38 [==>...........................] - ETA: 20s 6/38 [===>..........................] - ETA: 19s 7/38 [====>.........................] - ETA: 19s 8/38 [=====>........................] - ETA: 18s 9/38 [======>.......................] - ETA: 18s 10/38 [======>.......................] - ETA: 17s 11/38 [=======>......................] - ETA: 16s 12/38 [========>.....................] - ETA: 16s 13/38 [=========>....................] - ETA: 15s 14/38 [==========>...................] - ETA: 14s 15/38 [==========>...................] - ETA: 14s 16/38 [===========>..................] - ETA: 13s 17/38 [============>.................] - ETA: 13s 18/38 [=============>................] - ETA: 12s 19/38 [==============>...............] - ETA: 11s 20/38 [==============>...............] - ETA: 11s 21/38 [===============>..............] - ETA: 10s 22/38 [================>.............] - ETA: 9s  23/38 [=================>............] - ETA: 9s 24/38 [=================>............] - ETA: 8s 25/38 [==================>...........] - ETA: 8s 26/38 [===================>..........] - ETA: 7s 27/38 [====================>.........] - ETA: 6s 28/38 [=====================>........] - ETA: 6s 29/38 [=====================>........] - ETA: 5s 30/38 [======================>.......] - ETA: 4s 31/38 [=======================>......] - ETA: 4s 32/38 [========================>.....] - ETA: 3s 33/38 [=========================>....] - ETA: 3s 34/38 [=========================>....] - ETA: 2s 35/38 [==========================>...] - ETA: 1s 36/38 [===========================>..] - ETA: 1s 37/38 [============================>.] - ETA: 0s 38/38 [==============================] - ETA: 0s 38/38 [==============================] - 23s 632ms/step inserting motif: tn5_4 GCACAGTTCTAGACTGTGCAG 1/38 [..............................] - ETA: 0s 2/38 [>.............................] - ETA: 22s 3/38 [=>............................] - ETA: 21s 4/38 [==>...........................] - ETA: 21s 5/38 [==>...........................] - ETA: 20s 6/38 [===>..........................] - ETA: 19s 7/38 [====>.........................] - ETA: 19s 8/38 [=====>........................] - ETA: 18s 9/38 [======>.......................] - ETA: 18s 10/38 [======>.......................] - ETA: 17s 11/38 [=======>......................] - ETA: 16s 12/38 [========>.....................] - ETA: 16s 13/38 [=========>....................] - ETA: 15s 14/38 [==========>...................] - ETA: 14s 15/38 [==========>...................] - ETA: 14s 16/38 [===========>..................] - ETA: 13s 17/38 [============>.................] - ETA: 13s 18/38 [=============>................] - ETA: 12s 19/38 [==============>...............] - ETA: 11s 20/38 [==============>...............] - ETA: 11s 21/38 [===============>..............] - ETA: 10s 22/38 [================>.............] - ETA: 9s  23/38 [=================>............] - ETA: 9s 24/38 [=================>............] - ETA: 8s 25/38 [==================>...........] - ETA: 8s 26/38 [===================>..........] - ETA: 7s 27/38 [====================>.........] - ETA: 6s 28/38 [=====================>........] - ETA: 6s 29/38 [=====================>........] - ETA: 5s 30/38 [======================>.......] - ETA: 4s 31/38 [=======================>......] - ETA: 4s 32/38 [========================>.....] - ETA: 3s 33/38 [=========================>....] - ETA: 3s 34/38 [=========================>....] - ETA: 2s 35/38 [==========================>...] - ETA: 1s 36/38 [===========================>..] - ETA: 1s 37/38 [============================>.] - ETA: 0s 38/38 [==============================] - ETA: 0s 38/38 [==============================] - 23s 632ms/step 1/38 [..............................] - ETA: 0s 2/38 [>.............................] - ETA: 22s 3/38 [=>............................] - ETA: 21s 4/38 [==>...........................] - ETA: 21s 5/38 [==>...........................] - ETA: 20s 6/38 [===>..........................] - ETA: 19s 7/38 [====>.........................] - ETA: 19s 8/38 [=====>........................] - ETA: 18s 9/38 [======>.......................] - ETA: 18s 10/38 [======>.......................] - ETA: 17s 11/38 [=======>......................] - ETA: 16s 12/38 [========>.....................] - ETA: 16s 13/38 [=========>....................] - ETA: 15s 14/38 [==========>...................] - ETA: 14s 15/38 [==========>...................] - ETA: 14s 16/38 [===========>..................] - ETA: 13s 17/38 [============>.................] - ETA: 13s 18/38 [=============>................] - ETA: 12s 19/38 [==============>...............] - ETA: 11s 20/38 [==============>...............] - ETA: 11s 21/38 [===============>..............] - ETA: 10s 22/38 [================>.............] - ETA: 9s  23/38 [=================>............] - ETA: 9s 24/38 [=================>............] - ETA: 8s 25/38 [==================>...........] - ETA: 8s 26/38 [===================>..........] - ETA: 7s 27/38 [====================>.........] - ETA: 6s 28/38 [=====================>........] - ETA: 6s 29/38 [=====================>........] - ETA: 5s 30/38 [======================>.......] - ETA: 4s 31/38 [=======================>......] - ETA: 4s 32/38 [========================>.....] - ETA: 3s 33/38 [=========================>....] - ETA: 3s 34/38 [=========================>....] - ETA: 2s 35/38 [==========================>...] - ETA: 1s 36/38 [===========================>..] - ETA: 1s 37/38 [============================>.] - ETA: 0s 38/38 [==============================] - ETA: 0s 38/38 [==============================] - 23s 632ms/step inserting motif: tn5_5 CTGCACAGTGTAGAGTTGTGC 1/38 [..............................] - ETA: 0s 2/38 [>.............................] - ETA: 22s 3/38 [=>............................] - ETA: 21s 4/38 [==>...........................] - ETA: 21s 5/38 [==>...........................] - ETA: 20s 6/38 [===>..........................] - ETA: 19s 7/38 [====>.........................] - ETA: 19s 8/38 [=====>........................] - ETA: 18s 9/38 [======>.......................] - ETA: 18s 10/38 [======>.......................] - ETA: 17s 11/38 [=======>......................] - ETA: 16s 12/38 [========>.....................] - ETA: 16s 13/38 [=========>....................] - ETA: 15s 14/38 [==========>...................] - ETA: 14s 15/38 [==========>...................] - ETA: 14s 16/38 [===========>..................] - ETA: 13s 17/38 [============>.................] - ETA: 13s 18/38 [=============>................] - ETA: 12s 19/38 [==============>...............] - ETA: 11s 20/38 [==============>...............] - ETA: 11s 21/38 [===============>..............] - ETA: 10s 22/38 [================>.............] - ETA: 9s  23/38 [=================>............] - ETA: 9s 24/38 [=================>............] - ETA: 8s 25/38 [==================>...........] - ETA: 8s 26/38 [===================>..........] - ETA: 7s 27/38 [====================>.........] - ETA: 6s 28/38 [=====================>........] - ETA: 6s 29/38 [=====================>........] - ETA: 5s 30/38 [======================>.......] - ETA: 4s 31/38 [=======================>......] - ETA: 4s 32/38 [========================>.....] - ETA: 3s 33/38 [=========================>....] - ETA: 3s 34/38 [=========================>....] - ETA: 2s 35/38 [==========================>...] - ETA: 1s 36/38 [===========================>..] - ETA: 1s 37/38 [============================>.] - ETA: 0s 38/38 [==============================] - ETA: 0s 38/38 [==============================] - 23s 632ms/step 1/38 [..............................] - ETA: 0s 2/38 [>.............................] - ETA: 22s 3/38 [=>............................] - ETA: 21s 4/38 [==>...........................] - ETA: 21s 5/38 [==>...........................] - ETA: 20s 6/38 [===>..........................] - ETA: 19s 7/38 [====>.........................] - ETA: 19s 8/38 [=====>........................] - ETA: 18s 9/38 [======>.......................] - ETA: 18s 10/38 [======>.......................] - ETA: 17s 11/38 [=======>......................] - ETA: 16s 12/38 [========>.....................] - ETA: 16s 13/38 [=========>....................] - ETA: 15s 14/38 [==========>...................] - ETA: 14s 15/38 [==========>...................] - ETA: 14s 16/38 [===========>..................] - ETA: 13s 17/38 [============>.................] - ETA: 13s 18/38 [=============>................] - ETA: 12s 19/38 [==============>...............] - ETA: 11s 20/38 [==============>...............] - ETA: 11s 21/38 [===============>..............] - ETA: 10s 22/38 [================>.............] - ETA: 9s  23/38 [=================>............] - ETA: 9s 24/38 [=================>............] - ETA: 8s 25/38 [==================>...........] - ETA: 8s 26/38 [===================>..........] - ETA: 7s 27/38 [====================>.........] - ETA: 6s 28/38 [=====================>........] - ETA: 6s 29/38 [=====================>........] - ETA: 5s 30/38 [======================>.......] - ETA: 4s 31/38 [=======================>......] - ETA: 4s 32/38 [========================>.....] - ETA: 3s 33/38 [=========================>....] - ETA: 3s 34/38 [=========================>....] - ETA: 2s 35/38 [==========================>...] - ETA: 1s 36/38 [===========================>..] - ETA: 1s 37/38 [============================>.] - ETA: 0s 38/38 [==============================] - ETA: 0s 38/38 [==============================] - 23s 632ms/step Saving marginal footprints 2022-09-22_09-52-00: mkdir /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR918TVE//chrombpnet_model_feb15_fold_3//footprints 2022-09-22_09-52-00: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/evaluation/marginal_footprints/marginal_footprinting.py \ -g /scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ -r /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR918TVE//chrombpnet_model_feb15_fold_3//filtered.nonpeaks.bed \ -chr chr1 \ -m /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR918TVE//chrombpnet_model_feb15_fold_3//bias_model_scaled.h5 \ -bs 512 \ -o /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR918TVE//chrombpnet_model_feb15_fold_3//footprints/bias \ -pwm_f src/evaluation/marginal_footprints/motif_to_pwm.tsv \ -mo tn5_1,tn5_2,tn5_3,tn5_4,tn5_5 MOTIF_NAME MOTIF_PWM_FWD 0 tn5_1 GCACAGTACAGAGCTG 1 tn5_2 GTGCACAGTTCTAGAGTGTGCAG 2 tn5_3 CCTCTACACTGTGCAGAA 3 tn5_4 GCACAGTTCTAGACTGTGCAG 4 tn5_5 CTGCACAGTGTAGAGTTGTGC 5 dnase_1 TTTACAAGTCCA 6 dnase_2 TGTACTTACGAA 7 NRF1 GCGCATGCGC 8 AP1 CGATATGACTCATCCC 9 CTCF TTGGCCACTAGGGGGCGCTAT 10 ETS CCGAAAGCGGAAGTGAGAC 11 SP1 AAGGGGGCGGGGCCTAA 12 RUNX CCCTAACCACAGCCC 13 NFKB GCAAGGGAAATTCCCCAGG 14 GATA+TAL GGCTGGGGGGGGCAGATAAGGCC 15 TAL GGCTGGG 16 NFYB CCAGCCAATCAGAGC 17 GABPA GAAACCGGAAGTGGCC 18 BACH1+MAFK AACTGCTGAGTCATCCCG 19 NRF1 CCCCGCGCATGCGCAGTGC 20 HNF4G CCGTTGGACTTTGGACCCTG got the model Model: "model" __________________________________________________________________________________________________ Layer (type) Output Shape Param # Connected to ================================================================================================== sequence (InputLayer) [(None, 2114, 4)] 0 __________________________________________________________________________________________________ bpnet_1st_conv (Conv1D) (None, 2094, 128) 10880 sequence[0][0] __________________________________________________________________________________________________ bpnet_1conv (Conv1D) (None, 2090, 128) 49280 bpnet_1st_conv[0][0] __________________________________________________________________________________________________ bpnet_1crop (Cropping1D) (None, 2090, 128) 0 bpnet_1st_conv[0][0] __________________________________________________________________________________________________ add (Add) (None, 2090, 128) 0 bpnet_1conv[0][0] bpnet_1crop[0][0] __________________________________________________________________________________________________ bpnet_2conv (Conv1D) (None, 2082, 128) 49280 add[0][0] __________________________________________________________________________________________________ bpnet_2crop (Cropping1D) (None, 2082, 128) 0 add[0][0] __________________________________________________________________________________________________ add_1 (Add) (None, 2082, 128) 0 bpnet_2conv[0][0] bpnet_2crop[0][0] __________________________________________________________________________________________________ bpnet_3conv (Conv1D) (None, 2066, 128) 49280 add_1[0][0] __________________________________________________________________________________________________ bpnet_3crop (Cropping1D) (None, 2066, 128) 0 add_1[0][0] __________________________________________________________________________________________________ add_2 (Add) (None, 2066, 128) 0 bpnet_3conv[0][0] bpnet_3crop[0][0] __________________________________________________________________________________________________ bpnet_4conv (Conv1D) (None, 2034, 128) 49280 add_2[0][0] __________________________________________________________________________________________________ bpnet_4crop (Cropping1D) (None, 2034, 128) 0 add_2[0][0] __________________________________________________________________________________________________ add_3 (Add) (None, 2034, 128) 0 bpnet_4conv[0][0] bpnet_4crop[0][0] __________________________________________________________________________________________________ prof_out_precrop (Conv1D) (None, 1960, 1) 9601 add_3[0][0] __________________________________________________________________________________________________ logits_profile_predictions_pref (None, 1000, 1) 0 prof_out_precrop[0][0] __________________________________________________________________________________________________ gap (GlobalAveragePooling1D) (None, 128) 0 add_3[0][0] __________________________________________________________________________________________________ logits_profile_predictions (Fla (None, 1000) 0 logits_profile_predictions_prefla __________________________________________________________________________________________________ logcount_predictions (Dense) (None, 1) 129 gap[0][0] ================================================================================================== Total params: 217,730 Trainable params: 217,730 Non-trainable params: 0 __________________________________________________________________________________________________ inferred model inputlen: 2114 inferred model outputlen: 1000 inserting motif: tn5_1 GCACAGTACAGAGCTG 1/38 [..............................] - ETA: 1:38 3/38 [=>............................] - ETA: 0s  5/38 [==>...........................] - ETA: 1s 7/38 [====>.........................] - ETA: 1s 9/38 [======>.......................] - ETA: 1s 11/38 [=======>......................] - ETA: 1s 13/38 [=========>....................] - ETA: 1s 15/38 [==========>...................] - ETA: 1s 17/38 [============>.................] - ETA: 0s 19/38 [==============>...............] - ETA: 0s 21/38 [===============>..............] - ETA: 0s 23/38 [=================>............] - ETA: 0s 25/38 [==================>...........] - ETA: 0s 27/38 [====================>.........] - ETA: 0s 29/38 [=====================>........] - ETA: 0s 31/38 [=======================>......] - ETA: 0s 33/38 [=========================>....] - ETA: 0s 35/38 [==========================>...] - ETA: 0s 37/38 [============================>.] - ETA: 0s 38/38 [==============================] - ETA: 0s 38/38 [==============================] - 5s 59ms/step 1/38 [..............................] - ETA: 0s 3/38 [=>............................] - ETA: 1s 5/38 [==>...........................] - ETA: 1s 7/38 [====>.........................] - ETA: 1s 9/38 [======>.......................] - ETA: 1s 11/38 [=======>......................] - ETA: 1s 13/38 [=========>....................] - ETA: 1s 15/38 [==========>...................] - ETA: 1s 17/38 [============>.................] - ETA: 1s 19/38 [==============>...............] - ETA: 0s 21/38 [===============>..............] - ETA: 0s 23/38 [=================>............] - ETA: 0s 25/38 [==================>...........] - ETA: 0s 27/38 [====================>.........] - ETA: 0s 29/38 [=====================>........] - ETA: 0s 31/38 [=======================>......] - ETA: 0s 33/38 [=========================>....] - ETA: 0s 35/38 [==========================>...] - ETA: 0s 37/38 [============================>.] - ETA: 0s 38/38 [==============================] - 2s 50ms/step inserting motif: tn5_2 GTGCACAGTTCTAGAGTGTGCAG 1/38 [..............................] - ETA: 0s 3/38 [=>............................] - ETA: 1s 5/38 [==>...........................] - ETA: 1s 7/38 [====>.........................] - ETA: 1s 9/38 [======>.......................] - ETA: 1s 11/38 [=======>......................] - ETA: 1s 13/38 [=========>....................] - ETA: 1s 15/38 [==========>...................] - ETA: 1s 17/38 [============>.................] - ETA: 1s 19/38 [==============>...............] - ETA: 0s 21/38 [===============>..............] - ETA: 0s 23/38 [=================>............] - ETA: 0s 25/38 [==================>...........] - ETA: 0s 27/38 [====================>.........] - ETA: 0s 29/38 [=====================>........] - ETA: 0s 31/38 [=======================>......] - ETA: 0s 33/38 [=========================>....] - ETA: 0s 35/38 [==========================>...] - ETA: 0s 37/38 [============================>.] - ETA: 0s 38/38 [==============================] - 2s 50ms/step 1/38 [..............................] - ETA: 0s 3/38 [=>............................] - ETA: 1s 5/38 [==>...........................] - ETA: 1s 7/38 [====>.........................] - ETA: 1s 9/38 [======>.......................] - ETA: 1s 11/38 [=======>......................] - ETA: 1s 13/38 [=========>....................] - ETA: 1s 15/38 [==========>...................] - ETA: 1s 17/38 [============>.................] - ETA: 1s 19/38 [==============>...............] - ETA: 0s 21/38 [===============>..............] - ETA: 0s 23/38 [=================>............] - ETA: 0s 25/38 [==================>...........] - ETA: 0s 27/38 [====================>.........] - ETA: 0s 29/38 [=====================>........] - ETA: 0s 31/38 [=======================>......] - ETA: 0s 33/38 [=========================>....] - ETA: 0s 35/38 [==========================>...] - ETA: 0s 37/38 [============================>.] - ETA: 0s 38/38 [==============================] - 2s 50ms/step inserting motif: tn5_3 CCTCTACACTGTGCAGAA 1/38 [..............................] - ETA: 0s 3/38 [=>............................] - ETA: 1s 5/38 [==>...........................] - ETA: 1s 7/38 [====>.........................] - ETA: 1s 9/38 [======>.......................] - ETA: 1s 11/38 [=======>......................] - ETA: 1s 13/38 [=========>....................] - ETA: 1s 15/38 [==========>...................] - ETA: 1s 17/38 [============>.................] - ETA: 1s 19/38 [==============>...............] - ETA: 0s 21/38 [===============>..............] - ETA: 0s 23/38 [=================>............] - ETA: 0s 25/38 [==================>...........] - ETA: 0s 27/38 [====================>.........] - ETA: 0s 29/38 [=====================>........] - ETA: 0s 31/38 [=======================>......] - ETA: 0s 33/38 [=========================>....] - ETA: 0s 35/38 [==========================>...] - ETA: 0s 37/38 [============================>.] - ETA: 0s 38/38 [==============================] - 2s 50ms/step 1/38 [..............................] - ETA: 1s 3/38 [=>............................] - ETA: 1s 5/38 [==>...........................] - ETA: 1s 7/38 [====>.........................] - ETA: 1s 9/38 [======>.......................] - ETA: 1s 11/38 [=======>......................] - ETA: 1s 13/38 [=========>....................] - ETA: 1s 15/38 [==========>...................] - ETA: 1s 17/38 [============>.................] - ETA: 1s 19/38 [==============>...............] - ETA: 0s 21/38 [===============>..............] - ETA: 0s 23/38 [=================>............] - ETA: 0s 25/38 [==================>...........] - ETA: 0s 27/38 [====================>.........] - ETA: 0s 29/38 [=====================>........] - ETA: 0s 31/38 [=======================>......] - ETA: 0s 33/38 [=========================>....] - ETA: 0s 35/38 [==========================>...] - ETA: 0s 37/38 [============================>.] - ETA: 0s 38/38 [==============================] - 2s 50ms/step inserting motif: tn5_4 GCACAGTTCTAGACTGTGCAG 1/38 [..............................] - ETA: 0s 3/38 [=>............................] - ETA: 1s 5/38 [==>...........................] - ETA: 1s 7/38 [====>.........................] - ETA: 1s 9/38 [======>.......................] - ETA: 1s 11/38 [=======>......................] - ETA: 1s 13/38 [=========>....................] - ETA: 1s 15/38 [==========>...................] - ETA: 1s 17/38 [============>.................] - ETA: 1s 19/38 [==============>...............] - ETA: 0s 21/38 [===============>..............] - ETA: 0s 23/38 [=================>............] - ETA: 0s 25/38 [==================>...........] - ETA: 0s 27/38 [====================>.........] - ETA: 0s 29/38 [=====================>........] - ETA: 0s 31/38 [=======================>......] - ETA: 0s 33/38 [=========================>....] - ETA: 0s 35/38 [==========================>...] - ETA: 0s 37/38 [============================>.] - ETA: 0s 38/38 [==============================] - 2s 50ms/step 1/38 [..............................] - ETA: 0s 3/38 [=>............................] - ETA: 1s 5/38 [==>...........................] - ETA: 1s 7/38 [====>.........................] - ETA: 1s 9/38 [======>.......................] - ETA: 1s 11/38 [=======>......................] - ETA: 1s 13/38 [=========>....................] - ETA: 1s 15/38 [==========>...................] - ETA: 1s 17/38 [============>.................] - ETA: 1s 19/38 [==============>...............] - ETA: 0s 21/38 [===============>..............] - ETA: 0s 23/38 [=================>............] - ETA: 0s 25/38 [==================>...........] - ETA: 0s 27/38 [====================>.........] - ETA: 0s 29/38 [=====================>........] - ETA: 0s 31/38 [=======================>......] - ETA: 0s 33/38 [=========================>....] - ETA: 0s 35/38 [==========================>...] - ETA: 0s 37/38 [============================>.] - ETA: 0s 38/38 [==============================] - 2s 50ms/step inserting motif: tn5_5 CTGCACAGTGTAGAGTTGTGC 1/38 [..............................] - ETA: 0s 3/38 [=>............................] - ETA: 1s 5/38 [==>...........................] - ETA: 1s 7/38 [====>.........................] - ETA: 1s 9/38 [======>.......................] - ETA: 1s 11/38 [=======>......................] - ETA: 1s 13/38 [=========>....................] - ETA: 1s 15/38 [==========>...................] - ETA: 1s 17/38 [============>.................] - ETA: 1s 19/38 [==============>...............] - ETA: 0s 21/38 [===============>..............] - ETA: 0s 23/38 [=================>............] - ETA: 0s 25/38 [==================>...........] - ETA: 0s 27/38 [====================>.........] - ETA: 0s 29/38 [=====================>........] - ETA: 0s 31/38 [=======================>......] - ETA: 0s 33/38 [=========================>....] - ETA: 0s 35/38 [==========================>...] - ETA: 0s 37/38 [============================>.] - ETA: 0s 38/38 [==============================] - 2s 50ms/step 1/38 [..............................] - ETA: 0s 3/38 [=>............................] - ETA: 1s 5/38 [==>...........................] - ETA: 1s 7/38 [====>.........................] - ETA: 1s 9/38 [======>.......................] - ETA: 1s 11/38 [=======>......................] - ETA: 1s 13/38 [=========>....................] - ETA: 1s 15/38 [==========>...................] - ETA: 1s 17/38 [============>.................] - ETA: 1s 19/38 [==============>...............] - ETA: 0s 21/38 [===============>..............] - ETA: 0s 23/38 [=================>............] - ETA: 0s 25/38 [==================>...........] - ETA: 0s 27/38 [====================>.........] - ETA: 0s 29/38 [=====================>........] - ETA: 0s 31/38 [=======================>......] - ETA: 0s 33/38 [=========================>....] - ETA: 0s 35/38 [==========================>...] - ETA: 0s 37/38 [============================>.] - ETA: 0s 38/38 [==============================] - 2s 50ms/step Saving marginal footprints